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Participatory topological mapping: A novel approach for exploring and communicating situated knowledge of complex socio-ecological systems

Methodological Innovations, Ahead of Print. Land use change impacts on Sámi reindeer husbandry are well-documented, but existing maps often fail to capture socio-ecological relationships between herders, reindeer and nature. Conventional Geographic Information Systems (GIS) simplify these relationships, lacking local context and excluding valuable knowledge due to their rigid structure. This paper introduces participatory topological mapping, […]

The post Participatory topological mapping: A novel approach for exploring and communicating situated knowledge of complex socio-ecological systems was curated by information for practice.



  • Open Access Journal Articles

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Negative performance feedback from algorithms or humans? effect of medical researchers’ algorithm aversion on scientific misconduct

Institutions are increasingly employing algorithms to provide performance feedback to individuals by tracking productivity, conducting performance appraisals, and developing improvement plans, compared to trad… Read the full article ›

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  • Open Access Journal Articles


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Impact of selective reporting bias on stroke trials: potential compromise in evidence synthesis – A cross-sectional study

Accurate reporting of outcomes is crucial for interpreting the results of randomized controlled trials (RCTs). However, selectively reporting outcomes in publications to achieve researchers’ anticipated result… Read the full article ›

The post Impact of selective reporting bias on stroke trials: potential compromise in evidence synthesis – A cross-sectional study was curated by information for practice.



  • Open Access Journal Articles

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The Impact of Parental Health Shocks on Child Schooling and Labour: Evidence From Thailand

ABSTRACT This paper uses household panel data from the Thai Socio-Economic Surveys of 2012 and 2017 to examine the effects of parental health shocks on child education and labour. Three measures of parental health are analysed: chronic illness, hospitalisation, and functional health status. The results show that the parentʼs illness decreases school enrolment and leads […]

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  • Open Access Journal Articles

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Feasibility, acceptability, and initial outcomes of a psychological adjustment and reintegration program for transitioned military veterans

Reintegration and adjustment to civilian life after military service is crucial for veterans’ mental and physical health. However, there is a lack of evidence-based interventions in Australia that specifically… Read the full article ›

The post Feasibility, acceptability, and initial outcomes of a psychological adjustment and reintegration program for transitioned military veterans was curated by information for practice.



  • Open Access Journal Articles

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The role and value of counsellors in the treatment journeys of people with tuberculosis and their families: Qualitative insights from the South Fly District of Papua New Guinea

The post The role and value of counsellors in the treatment journeys of people with tuberculosis and their families: Qualitative insights from the South Fly District of Papua New Guinea was curated by information for practice.



  • Open Access Journal Articles


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A qualitative focus group study on legal experts’ views regarding euthanasia requests based on an advance euthanasia directive

The Dutch Euthanasia law permits euthanasia in patients with advanced dementia lacking decisional capacity based on advance euthanasia directives. Nevertheless, physicians encounter difficulties assessing the … Read the full article ›

The post A qualitative focus group study on legal experts’ views regarding euthanasia requests based on an advance euthanasia directive was curated by information for practice.



  • Open Access Journal Articles


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Behavioral Weight Management Interventions for Hispanic Men in the United States: A Systematic Review

American Journal of Men’s Health, Volume 18, Issue 5, September-October 2024. Hispanic men have the highest prevalence of obesity relative to other racial and ethnic subgroups; however, this population is consistently underrepresented in weight management interventions. This systematic review aims to provide an overview of behavioral weight management interventions adapted for Hispanic men and describe […]

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  • Open Access Journal Articles

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Family caregivers’ administration of medications at the end-of-life in China: a qualitative study

Effective medication management is crucial for ensuring timely pain and symptom control at the end of life. Dying in pain is a major concern for patients, yet some find less effective pain control at home. Fam… Read the full article ›

The post Family caregivers’ administration of medications at the end-of-life in China: a qualitative study was curated by information for practice.



  • Open Access Journal Articles

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Inclusion of unexposed clusters improves the precision of fixed effects analysis of stepped-wedge cluster randomized trials with binary and count outcomes

The fixed effects model is a useful alternative to the mixed effects model for analyzing stepped-wedge cluster randomized trials (SW-CRTs). It controls for all time-invariant cluster-level confounders and has … Read the full article ›

The post Inclusion of unexposed clusters improves the precision of fixed effects analysis of stepped-wedge cluster randomized trials with binary and count outcomes was curated by information for practice.



  • Open Access Journal Articles

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Factors associated with household willingness to pay for Universal Health Coverage in Cameroon: a nationwide cross-sectional analysis

Sustained financing for Universal Health Coverage (UHC) has been a concern for the Cameroon government. Household contributions have been considered as a financing mechanism, but this raises concerns on the wi… Read the full article ›

The post Factors associated with household willingness to pay for Universal Health Coverage in Cameroon: a nationwide cross-sectional analysis was curated by information for practice.



  • Open Access Journal Articles

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Technical Writer Part Time Undergraduate, Part-time Undergraduate, Cambridge, UK, Technical Writing

Perhaps you've heard of us, perhaps not. Look at your smartphone, digital camera, smart TV, gaming console, or your saved images in the cloud. Guess what, you’ve already got an Arm-based device or are connected to one!

Get a buzz out of learning new technologies? Do you enjoy writing? Arm’s Information Developers and Technical writers work with exciting and results-oriented projects that really impact the technological world. The fresh ideas of undergraduates and people early in their careers can help shape these technologies. People at Arm are diverse, dedicated, and innovative. We'd like you to bring your passion and curiosity to our company, and share your ideas! In return, we'll provide training, coaching, and a challenging environment to start your career. You'll be exposed to technologies that will be the foundation for innovative products for years to come! At Arm, we encourage our undergraduates to strengthen their proficiencies while advancing their education. You can build a career as unique as you are, with your team mates and leaders right there supporting you, even when the world throws us curveballs. 


Arm Information Developers and Technical Writers create different types of technical content, including web content, specifications, tutorials, and multimedia. This content helps our customers and ecosystems to design and develop with Arm products and solutions.

Arm has a range of vacancies for enthusiastic undergraduates with ambitions in writing and technology. You will be part of a larger community of writers, who can guide, train, and give suggestions. We nurture our people, we provide one-to-ones, and a collaborative and friendly working environment. Our leaders are open to sharing their career experiences and also giving feedback for your development.




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Systems Architect - Infrastructure, Experienced Professionals, Austin (TX), USA, Hardware Engineering

We are looking to add talented Infrastructure System Architects to our Systems Group. As an Infrastructure Architect at Arm you will participate in the investigation and development of System related technologies which meet the requirements of our Infrastructure market partners.

What will I be accountable for?

This challenging position, will offer you the opportunity to work on the latest technology in a collaborative environment to:

  • Participate in the definition of system architectures for Infrastructure markets from edge to hyperscale systems using Arm technology.
  • Define Arm IP component requirements to meet the specific application needs.
  • Define the partition of functionality between hardware and software.
  • Create and own the architecture specifications that define system topologies that incorporate Arm compute, security, boot strategies, IO interfacing requirements, and other system architecture related topics
  • Guide and align the development work taking place across multiple design teams. This includes steering the development of functional and performance models, reviewing the microarchitectural specifications and test plans and supporting the development of Software (firmware, middleware, operating systems).
  • Define performance metrics and goals and work with the performance analysis team to refine the results, including expected latency and bandwidth targets, Quality of Service (QoS), device IO, and next generation memory technologies.
  • Work with hardware and software engineering teams to refine power expectations under various workloads




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System Performance Engineer, Experienced Professionals, Austin (TX), USA, Hardware Engineering

About the role

Arm is looking for a remarkable system performance modeling and analysis architect to join the

Worldwide system IP Performance team. You will work closely with IP and systems teams across Arm to help define high-performance systems incorporating current and next generation Arm Processors, scalable coherent interconnects, and high-bandwidth memory controllers. This is an unusual opportunity to work through the brilliance of our Arm team members.

 What will you be accountable for? 

  • Modeling, analysis, and workload projections: You will identify new performance features and system performance bottlenecks using performance and RTL models starting from product definition phase through release.
  • You will generate and correlate projections and scaling factors for appropriate workloads for partners to help both external and internal customers identify optimal design points of a system. 
  • Partner engagement and mentorship: You will engage with internal and external partners through all stages of the product in establishing high confidence in Arm IP and system level performance. You will collaborate closely with other teams at Arm including mentoring and encouraging junior engineers to deliver performance collateral through analysis for evolving new usages and workloads.
  • System model configurations. You will build and maintain consistent system model configurations for use by our partners that deliver the best performance. 




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Staff Verification Engineer, CPU Modelling, Experienced Professionals, Bangalore, India, Software Engineering

Introduction

Arm architects the pervasive intelligence that is transforming our daily experience. Arm-based chips and device architectures orchestrate the performance of the technology that makes modern life possible.Arm designs the technology which is at the heart of advanced digital products, from wireless, networking and consumer entertainment solutions to imaging, automotive, security and storage devices. Arm improves people’s lives by enabling the intelligence in affordable, easy-to-use electronic products that transform the way we live and work. We work in partnership with a global network of leading technology companies which are using our smart low-power technology. Together we are shaping the future of a better world.

Today, We are well recognized as the market leader in the CPU and System IP industry and this has been achieved by consistently delivering reliable and high-quality IP products. The cost of design and manufacturing and that warrants “right first time” approach for all IP and System products by our partners. Time-to-market is critical for our partners to deal with fierce competition in the marketplace, being first would enable them to get premium value from the end products. In this context, Design Verification of CPU IPs is a big challenge requiring an engineering skillset that is both broad and deep.




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Staff Performance Analysis Engineer, Experienced Professionals, Cambridge, UK, Software Engineering

We are an Equal Opportunity Employer and do not discriminate against any employee or applicant for employment because of race, color, sex, age, national origin, religion, sexual orientation, gender identity, status as a veteran, and basis of disability or any other federal, state or local protected class.

Are you highly inquisitive with a committed approach to improving performance? Do you want to make an impact on the future of Smartphone and Laptop computing?
We are looking for experienced engineers with a strong understanding of computer architecture and performance analysis to investigate emerging use-cases such as AR and ML to help define future IP from Arm and our partners.

About the role

As a senior member of the engineering team within the Client Line of Business you will lead performance analysis investigations, producing data-led analysis and conclusions which help define requirements for future Client compute solutions.
Client computing devices are expected to deliver incredible performance across an increasing range of diverse use cases including AAA quality gaming, compelling AR experiences and applications with deeply embedded AI and ML.
You will use your knowledge of hardware and software to build a deep understanding of critical use cases. You will look at how workloads utilise available compute and memory resources, how advancements in SoC topologies, processor design and software will help improve user experience.




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Software Engineer - Debug and Performance Analysis Tools, Experienced Professionals, Cambridge, UK, Software Engineering

We are looking for an enthusiastic software developer with understanding of Java or modern C++, to join the Arm Mobile Studio team.

The role involves collaborating with highly motivated developers from different backgrounds, and customers throughout the world, to craft the next generation of our performance analysis tools for Arm CPUs and Mali GPUs. As part of this team, you would help create new features, maintain existing ones, and support the engineering infrastructure for build, test, and continuous integration. We also help to support both internal and external customers, and contribute to our developer documentation, developer website, and community forums.

We are growing the team to help deliver features that support the full breadth of Arm's product portfolio. Our tools are used to optimize the latest smart cars, drones, mobile games, and machine learning applications, your ideas will make a difference and help to bring world-beating products to market.




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Senior Software Engineer – HPC debug and analysis tools (Fixed Term Contract), Experienced Professionals, Warwick, UK, Software Engineering

Please note this is a Fixed Term Contract ending Sept 2021

We are looking for a highly skilled, technically capable senior software engineer to join the team of Arm Forge at Warwick. You will be passionate about making a difference through building great quality products.

As an experienced developer, you’ll have a methodical approach to debugging and performance analysis and understand how developers will use our tools to achieve their objectives. Working as part of a team of C++ software engineers based in Warwick you will help to develop the Arm Forge Debug and Profiling tools.

Arm Forge is used by developers to increase software performance or fix software bugs from single Linux servers right up to the largest supercomputer on the planet.  Our tools span a wide range of use cases; from C/C++/Python developers writing multithreaded server applications or ML and data analysis applications, to C/C++/Fortran/Python HPC developers scaling to millions of cores.

To learn more about our group and the products please check https://developer.arm.com/hpc.

Main Duties

We are looking for a highly skilled and motivated senior software engineer who is passionate about producing quality valuable software to join our elite team based in Warwick.

  • Responsible for developing quality functionality on schedule, including specification, design, development, documentation and test.
  • Drive forward major features or improvements and increase quality into the product.
  • Expected to integrate with existing ARM process and infrastructure where possible and use your experience to introduce new processes where required.




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Senior Design Engineer, Experienced Professionals, Austin (TX), USA, Software Engineering

About the role

We are searching for a talented Software Engineer to join the Raven Random Test Generator team at the Arm Austin Design Center. As a Software Engineer on our team, you will help develop and deploy our core product, Raven – a powerful dynamic random test generator written in C++ that has been used extensively by CPU design teams throughout the Arm ecosystem for more than a decade. You will work in close collaboration with senior CPU verification engineers both inside and outside of Arm to define and develop new ways of achieving their verification goals.

The Raven team is part of Arm’s Architecture & Technology Group – the part of Arm that develops architectural specifications and technologies needed to support Arm’s partners in successful development of processors conforming to the architecture. In addition to our product for CPU verification groups, we also collaborate early and frequently with Arm’s architects to help ensure that new architectures can be verified effectively.

As a member of our team, your day-to-day work will consist primarily of design and development of our C++ tool and supporting customers and coworkers to solve verification problems. This work relies heavily upon a strong knowledge of computer architecture concepts and ability to read and understand new architectural specifications. If you are looking for a role that combines hardware and software skills in an environment where you can make a significant contribution and collaborate with a talented team that creates leading-edge verification technologies and methodologies, we’re looking forward to hearing from you!




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Senior CPU Performance Workloads Engineer, Experienced Professionals, Austin (TX), USA, Hardware Engineering

We have exciting opportunities in the CPU group, where you will be part of a highly motivated team that helps define new generations of mainstream processors.

You will have real responsibilities from day one, and you will get support and mentorship from specialists that will help you succeed and develop your career. Through teamwork, training, and dedication to personal development, we strive to help everyone mature into a specialist in the field.

You will work in a multi-site, multi-cultural environment and will have the opportunity to work on different projects.

What will you be accountable for?

  • You will contribute to the definition of the next generation of Arm’s IP products by enabling analysis of new applications and benchmarks, and by proposing new insights on methodologies that push the state of the art in workload analysis, characterization and capture.
  • Together with marketing, technical leads, and partners we will align on applications that will represent market requirements for future products.
  • You will propose, develop and maintain innovative ways of making relevant workloads suitable for sophisticated simulation and emulation platforms, targeting the latest architectural features.
You will help maintain and extend existing methodologies and tools, and develop new tools/infrastructure




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Research Internship 2021 - Enablement, Interns/Students, Cambridge, UK, Research

Arm has fuelled the smartphone revolution by creating clever compute power that fits in your pocket. Would you like to be part of the next revolution? Our internship programme is now open for applications! We want to hear from curious and enthusiastic candidates interested in working with us on the future generations of compute.

About Arm and Arm Research

As the industry's leading supplier of microprocessor technology, Arm provides efficient, low-power chip intelligence making affordable, easy-to-use electronic innovations come to life. Our engineers design and develop CPUs, graphics processors, complex system IP, supporting software development tools, and physical libraries.

Our research activities cover many different fields: from mobile and personal computing, to server, cloud, and HPC computing. Our work and our researchers span a wide range of backgrounds from circuits to theoretical computer science. We all share a passion for learning and creating.

As an intern, you will get a first-hand view of how Arm crafts its technology and maintains an ecosystem of more than one thousand partners that ship over 10 billion leading-edge Arm-powered processors each year.

About the Research Enablement team

Our Enablement team covers engagements with Tier 1 universities and research organizations. We make Arm technology available to them for academic research, and we also develop teaching materials and kits to accelerate research and reduce development time. We work with partners on government funded research projects coving everything from methodology, automation and security to IP research and development.

Our team would welcome internship applications from candidates keen on delivering novel solutions to complex problems and deploying them to aid academia. In particular, the successful intern will be looking at how to extract power information from unit and system models to build up an approximation of the power usage of a complete system using different applications. This will involve modelling internal components in C++/ LISA to be integrated into existing FVP models. Other available debug tools like Iris/CADI can be exploited and tailored to collect valuable power consumption information.




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Research Intern 2021 - Security & Large Scale Systems (SLSS), Interns/Students, Cambridge, UK, Research


Research Internships 2021 – SLSS

Arm is the industry's leading supplier of microprocessor technology providing efficient, low-power chip intelligence making electronic innovations come to life.  Through our partners, our designs power everything from coffee machines to the fastest supercomputer in the world. Do you want to work on technology that enriches the lives of over 70% of the world’s population?   Our internship programme is now open for applications! We want to hear from curious and enthusiastic candidates interested in working with us on the future generations of compute.

About Arm and Arm Research

Arm plays a key role in our increasingly connected world. Every year, more than 20 billion products featuring Arm technology are shipped.  Our engineers design and develop CPUs, graphics processors, complex system technologies, supporting software development tools, and physical libraries.

At Arm Research, we develop new technology that can grow into new business opportunities. We keep Arm up to speed with recent technological developments by pursuing blue-sky research programmes, collaborating with academia, and integrating emerging technologies into the wider Arm ecosystem.  Our research activities cover a wide range of fields from mobile and personal computing to server, cloud, and HPC computing. Our work and our researchers span a diverse range from circuits to theoretical computer science. We all share a passion for learning and creating.

About the software and large-scale systems group and our work

The Software and Large-Scale Systems Research works on distributed systems, edge computing, compute-in-memory, and computer-in-network among other subjects. We are interested in High Performance Computing, Computational Engineering, and High-Performance Data Analytics.

Through our work we try to address three main questions: How do we balance hardware diversity with the software ecosystem? How do we evolve ARM technology to be relevant at large-scale (scale-up as well as scale-out)? What is the necessary infrastructure for evaluating large scale systems (in the absence of hardware)?

Our research is currently focussed on two threads. One is developing IoT Gateway Reference Design and Proof of concept deployments around various edge use cases (Cities, Agriculture, Rural, Telco). The second one is exploring edge computing, networking, and data centre scale cluster solutions.


 

 




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Research Intern 2021 - General, Interns/Students, Cambridge, UK, Research


 

Research Internships 2021 – Generic

Arm has fuelled the smartphone revolution by creating clever compute power that fits in your pocket. Would you like to be part of the next revolution? Our internship programme is now open for applications! We want to hear from curious and enthusiastic candidates interested in working with us on the future generations of compute.  

About Arm and Arm Research 

As the industry's leading supplier of microprocessor technology, Arm provides efficient, low-power chip intelligence making affordable, easy-to-use electronic innovations come to life. Our engineers design and develop CPUs, graphics processors, complex system IP, supporting software development tools, and physical libraries. 

Our research activities cover a wide range of fields: from mobile and personal computing, to server, cloud, and HPC computing. Our work and our researchers span a diverse background from circuits to theoretical computer science. We all share a passion for learning and creating.  

As an intern, you will get a first-hand view of how Arm crafts its technology and maintains an ecosystem of more than one thousand partners that ship over 10 billion leading-edge Arm-powered processors each year. 

About our groups and our work 

We are offering internships in the following broad fields: 

  • Computer Architecture 
  • Devices, Chips, and Silicon 
  • Machine Learning 
  • Security 
  • Software and Large-Scale Systems 

 


  

 

 

 




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Part Time Undergraduate - Education and Research Enablement Development Engineer, Part-time Undergraduate, Cambridge, UK, Research

Part Time Undergraduate (with first year as full-time placement) - Arm Education and Research Enablement Development Engineer

Arm has fuelled the smartphone revolution by creating clever compute power that fits in your pocket. Would you like to be part of the next revolution? Our programme is now open for applications! We want to hear from curious and enthusiastic candidates interested in working with us on the future generations of compute.

About Arm and Arm Education

As the industry's leading supplier of microprocessor technology, Arm provides efficient, low-power chip intelligence making affordable, easy-to-use electronic innovations come to life. Our engineers design and develop CPUs, graphics processors, complex system IP, supporting software development tools, and physical libraries.

The Arm Education and Research Enablement offers high quality teaching and training materials to universities worldwide, and we are now seeking a Part Time Undergraduate to work with us in developing our offer. Your work will involve creating courseware to aid teaching based on Arm and partner technologies, as well as supporting technical customer inquiries. You will also develop software tools for automation, and work with internal and external partners to guarantee accurate legal and quality standards.




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Open Source Coordinator, Experienced Professionals, Cambridge, UK, Marketing & Communications

We are looking for a talented and creative Open Source Coordinator who will support the Open Source Software organization.  The ideal candidate will bring strong detail oriented execution and organizational skills to help drive the impact of Arm in the Open Source community.

 About the role

  • The position reports to the Director Open Source Communities. The position has working relationships with, but not limited: Software Engineering groups, Global Event Teams, Enterprise Marketing, Legal, Procurement, Finance, Business Line Groups, IT, as well as external service providers.
  • Responsible for coordinating activities within the Open Source Office and supporting various aspects of events (including industry trade shows, special events and conferences) and multifaceted projects.
  • Some knowledge in project management is highly beneficial
  • Working with globally dispersed teams, engaging engineering leads to drive Arm’s Open Source presence at a variety of events from large commercial to grass root community




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ML Hardware Engineering Internship, Interns/Students, Lund, Sweden, Lund, Sweden, Machine Learning

An internship with Arm gives you exposure to real work and insight into the Arm innovations that shape extraordinary. Students who thrive at Arm take their love of learning beyond their experience of formal education and develop new ideas. This is the energy that interests us.

Internships at Arm will give you the opportunity to put theory into practice through exciting, intellectually challenging, real-world projects that enrich your personal and technical development while enhancing your future career opportunities.

This internship position is within Machine Learning Group in Arm which works on key technologies for the future of computing. Working on the cutting edge of Arm IP, this Group creates technology that powers the next generation of mobile apps, portable devices, home automation, smart cities, self-driving cars, and much more.

When applying, please make sure to include your most up to date academic transcript.

For a sneak peek what it’s like to work in Arm Lund, please have a look at the following video: http://bit.ly/2kxWMXp

The Role

You will work alongside experienced engineers within one of the IP development teams in Arm and be given real project tasks and will be supported by experienced engineers. Examples of previous project tasks are:

  • Developing and trialing new processes for use by the design/verification teams.
  • Investigating alternative options for existing design or verification implementations.
  • Help to develop a hardware platform that can guide out customers to the best solution.
  • Implement complex logic using Verilog to bridge a gap in a system.
  • Develop bare metal software to exercise design functionality.
  • Verify a complex design, from unit to full SoC level.
  • Help to take a platform to silicon.

 




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Machine Learning, Graduates, Cambridge, UK, Software Engineering

Arm's Machine Learning Group is seeking for a highly motivated and creative Graduate Software Engineer to join the Cambridge-based applied ML team.

From research, to proof-of-concept development, to deployment on ARM IPs, joining this team, would be a phenomenal opportunity to contribute to the full life-cycle of machine learning projects and understand how state-of-the-art machine learning is used to solve real word problems.

Working closely with field experts in a truly multi-discipline environment, you will have the chance to explore existing or build new machine learning techniques, while helping unpick the complex world of use-cases that are applied on high end mobile phones, TVs, and laptops.

About the role

Your role would be to understand, develope and implement these use case, collaborating with Arm's system architects, and working with our marketing groups to ensure multiple Arm products are molded to work well for machine learning. Also, experience deploying inference in a mobile or embedded environment would be ideal. Knowledge of the theory and concepts involved in ML is also needed, so fair comparisons of different approaches can be made.

As an in depth technical role, you will need to understand the complex applications you analyse in detail and communicate them in their simplest form to help include them in product designs, where you will be able to influence both IP and system architecture.




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Lead GPU Architect, Experienced Professionals, Austin (TX), USA, Austin (TX), USA, Hardware Engineering

About the role

The Central Technology Team within Arm develops key technologies which will form the foundation of future products.
You will join a multinational, dynamic, collaborative and highly motivated Graphics team in Central Technology to help craft the direction of our world leading Mali™ Graphics products. The Mali™ Graphics Processor is the #1 shipping GPU.

You will need to have architecture and hardware/software development skills, in addition to being able to think creatively. In this role you can expect to be a technical lead where your ideas will make a difference and enable you to make your mark delivering industry leading GPU IP.

Your job responsibilities will be diverse and may include architecture, technology research, hands-on prototyping and experimental investigations, participating in key industry consortium's, engaging with product groups, working closely together with the engineering team, and taking part in partner and customer engagements.

Together with our world-leading architects you will:

  • Design and develop the Mali™ graphics architecture for the latest graphics APIs, providing new technologies for products in new and existing markets.
  • Perform high level performance modelling and analysis of graphics hardware features, applications, benchmarks and games.
  • Develop and improve tools for architectural exploration and performance analysis.
  • Understand and analyse system level architectural trade-offs (including hardware, memory systems and system s/w).
  • Collaborate with the Arm engineering team to see your ideas delivered into products.




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Intern, Research - Machine Learning, Interns/Students, Austin (TX), USA, Research

Arm is the industry's leading supplier of microprocessor technology providing efficient, low-power chip intelligence making electronic innovations come to life.  Through our partners, our designs power everything from coffee machines to the fastest supercomputer in the world. Do you want to work on technology that enriches the lives of over 70% of the world’s population?   Our internship program is now open for applications! We want to hear from curious and enthusiastic candidates interested in working with us on the future generations of compute. 

About Arm and Arm Research 

Arm plays a key role in our increasingly connected world. Every year, more than 10 billion products featuring Arm technology are shipped.  Our engineers design and develop CPUs, graphics processors, neural net accelerators, complex system technologies, supporting software development tools, and physical libraries. 

At Arm Research, we develop new technology that can grow into new business opportunities. We keep Arm up to speed with recent technological developments by pursuing blue-sky research programs, collaborating with academia, and integrating emerging technologies into the wider Arm ecosystem.  Our research activities cover a wide range of fields from mobile and personal computing to server, cloud, and HPC computing. Our work and our researchers span a diverse range from circuits to theoretical computer science. We all share a passion for learning and creating.  

About our Machine Learning group and our work 

Arm’s Machine Learning Research Lab delivers underlying ML technology that enables current and emerging applications across the full ML landscape, from data centers to IoT. Our research provides the building blocks to deliver industry-leading hardware and software solutions to Arm’s partners.  

Our ML teams in Austin and Boston focus on algorithmic and hardware/software co-design to provide top model accuracy while optimizing for constrained environments. This includes defining the architecture and training of our own DNN and non-DNN custom machine learning models, optimizing and creating tools to improve existing state-of-the-art models, exploring techniques for compressing models, transforming data for efficient computation, and enabling new inference capabilities at the edge. Our deliverables include: models, algorithms for compression, library optimizations based on computational analysis, network architecture search (NAS) tools, benchmarking and performance analysis, and ideas for instruction set architecture (ISA) and accelerator architectures. 

We are looking for interns to work with us in key application areas like applied machine learning for semi-conductor design and verification, autonomous driving (ADAS), computer vision (CV), object detection and tracking, motion planning, and simultaneous localization and mapping (SLAM). As a team we are very interested in researching and developing ML techniques that translate into real products and applications; our interns will help us determine which aspects of fundamental ML technology will be meaningful to next generation applications.  

It would be an advantage if you have experience or knowledge in any or some of the following areas:  

  • Foundational Machine Learning technology including algorithms, models, training, and optimisation 

  • Concepts like CNN, RNN, Self-supervised Learning, Federated Learning, Bayesian inference, etc. 

  • ML frameworks (TensorFlow, PyTorch, GPflow, PyroScikit-learn, etc.) and strong programming skills  

  • CPU, GPU, and NN accelerator micro-architecture 

 




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Graduate Software Developer, Graduates, Cambridge, UK, Applications Engineering

The SPE (Sales and Partner Enablement) Infrastructure team at Arm is looking for a hardworking and enthusiastic graduate to join our team based in Cambridge with an ambition to become a crucial member of the team.

We combine people, technology and domain specific knowledge to craft tools, services and infrastructure for Arm workforce that improve their productivity. It can be challenging at times, but there are many opportunities for people who take pride in, and enjoy developing these services and systems to make a real difference. 

You will join our established team in working closely with the Sales, Technical Communications and the Arm customer support team to provide them with the tools they need to ensure the success of Arm's partners.

The Role

You will have a chance to work across a range of systems, services and tools, focusing on developing, maintaining, and running the continuous integration and testing infrastructure of our tools. This will include bespoke and third-party solutions. You will be adept at scripting, designing automated tests, and have a track record of picking up and working with different technologies, for example:

  • XML, DITA CMS
  • XSLT
  • XPath
  • JSON, YAML, Markdown
  • Java
  • The Document Object Model
  • Systems integration using REST APIs
  • Jenkins
  • Azure Cloud

Key Accountabilities/Responsibilities

As a key member of a small team of engineers, you will engage with team leadership, project management, and other teams in Arm to deliver high-impact improvements and new functionality to our existing tools and code infrastructure. We use CI / CD pipelines to accommodate auto-generated documentation and varied working practises of our documentation teams across Arm, as well as more traditional CMS offerings. Your primary focus will be on the continuous integration and testing infrastructure, but you will contribute to all aspects of software development within the team; you will get involved in developing / supporting the tools used by the Sales and Application Engineering teams, Linux system administration and technical consulting with other teams in Arm to support requirement and solution definition.




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Graduate Platforms Hardware Engineer, Graduates, Cambridge, UK, Software Engineering

About the role

We are looking for enthusiastic Graduate Electronics or Embedded System Engineer to join Arm’s Hardware Platform team, who are working at the forefront of embedded design based around Arm IP products. We are responsible for

  • Designing and releasing the latest Arm IP technologies in FPGA image, enabling pre-silicon software and ecosystem development, reducing time to market.
  • Creating physical hardware development platforms, based around Arm’s custom system-on-chip (SoC) and FPGAs for software development and validation activities for both our external partners/customers and our internal development teams.

If you’re interested in:

  • The potential to work on all aspects of product development, from specification to customer release.
  • Eager to learn, a willingness to work across disciplines.
  • The challenges of bringing up a new development board.
  •  

Creating and validating Verilog RTL design in FPGA.

  • Gaining a deeper understanding of system architecture and performance.
  • Working alongside many other teams including system architects, CPU / System IP designers, physical chip layout / packaging engineers.
  • Interaction with Arm’s partners and customers both through the support organisation and directly.

Then we have a role for you!

What will I be accountable for?

As a Graduate, you will be placed in a development team at Arm’s offices in Cambridge, UK where you will have a mentor, and be able to get to grips with the problems ranging across many hardware and software areas.  You will be working across all aspects of the product lifecycle whilst being supported by and learning from the rest of the team.




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Graduate Physical Implementation Engineer, Graduates, Cambridge, UK, Hardware Engineering

We are an Equal Opportunity Employer and do not discriminate against any employee or applicant for employment because of race, color, sex, age, national origin, religion, sexual orientation, gender identity, status as a veteran, and basis of disability or any other federal, state or local protected class.

Are you passionate about setting new standards in physical implementation? Are you interested in working for one of the most successful IP design companies in the world? Do you want to take part in designing the next groundbreaking GPU?

This is a rare opportunity for you to become a part of the Arm GPU group. The GPU group is at the forefront of advanced GPU IP products for the consumer, wireless and automotive infotainment markets. You will join an international team of hardworking engineers working together to remain on the state of the art of IP and SoC development techniques. This successful team has been central to the development of recent graphics processors.

In this role your directive will be to influence RTL development whilst innovating, crafting and deploying the latest implementation techniques on live projects. You will provide the quality support that our customers desire and collaborate with them to develop the best products that help influence the world, and you will have the opportunity to drive EDA vendors on leading-edge processes (eg. 7nm FinFET) whilst pushing the boundaries of power efficiency and influencing physical library development.

A wide range of learning opportunities and challenges will be available. You will also be given the opportunity, if desired, to travel and work with our other teams.

Location

This opportunity is based in Cambridge (UK)

 




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Graduate Linux Analyst, Graduates, Cambridge, UK, IT

We are an Equal Opportunity Employer and do not discriminate against any employee or applicant for employment because of race, color, sex, age, national origin, religion, sexual orientation, gender identity, status as a veteran, and basis of disability or any other federal, state or local protected class.

Our Graduate Linux Analyst will be responsible for follow-the-sun global operations and management of the Linux Platforms as well as project involvement.

Working closely with team leads, team managers, project managers, and engineering teams across Global Infrastructure & Platforms (GI&P) infrastructure domains, the Graduate Linux Analyst will be a key contributor in maintaining various flavour of OS, Infrastructure services and hardware.

You’ll need to bring a positive team player, enthusiastic, self-starter and flexible attitude in applying different techniques to help drive successful outcomes. You are also expected to bring fresh thinking and ideas, inspired by other successful programs you have part of. You should be an excellent communicator with the passion and resilience to get things done!


What you will be accountable for:

You will collaborate with technical leaders and contributors as you provide contributions to common goals. Additional responsibilities includes:
• Responsible for maintenance and support of our Linux based servers on premise and in cloud
• Maintain and configure various Infrastructure services such as Sendmail, Postfix, LDAP, HApxory, DNS/DHCP, and other services.
• Maintain various server hardware such as Dell, HP and Fujitsu
• Troubleshoot and fix hardware and software issues with speed and accuracy as new ServiceNow tickets comes in
• Maintain documentation of the server infrastructure
• Other delegated system administration duties




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Graduate Engineer – CPU Physical Implementation, Graduates, Cambridge, UK, Hardware Engineering

Job Description

Are you passionate about setting new standards in physical implementation? This is a rare opportunity to become a part of the Cambridge CPU implementation team. The CPU group defines, designs and validates Arm's processor IP - the brains inside billions of electronic devices.

As a physical implementation engineer, you will join the successful team that has enabled huge volumes of next-generation high-efficiency processors, including the hugely successful Cortex-A53, the most recent Cortex-A55 through to the smallest and most energy efficient Cortex-M0+ processors.

In this role your mandate will be to influence RTL development whilst innovating, crafting and deploying the latest implementation techniques - from RTL, thorough place and route to STA - on live projects. You will provide the quality support that our customers desire and collaborate with them to develop the best products that help influence the world, and you will have the opportunity to drive EDA vendors on leading-edge processes (eg. 7nm FinFET) whilst pushing the boundaries of power efficiency and influencing physical library development.

What things will you be responsible for

Our team is tightly integrated with the RTL design teams and this gives you an unrivalled opportunity to improve your knowledge of CPU microarchitecture. Your wide-ranging set of responsibilities will include:

  • The physical implementation of Arm processors using the entire implementation flow from RTL through Place and Route to STA
  • Investigating the trade-offs involved in CPU design
  • Tackling complex challenges like low power and methodologies for improving the efficiency of implementation
  • To understand, plan and address the life-cycle phases of engineering projects
  • Working with the sales and marketing teams to support the launch of new cores
  • Supporting our customers and enabling them to be successful in the world
  • Collaborating with EDA vendors to extend the best in class results from our processors whilst focussing on the ideal user experience




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Graduate Embedded Platforms Software Engineer, Graduates, Cambridge, UK, Software Engineering

About the role

We are looking for enthusiastic Graduate Electronics or Embedded System Engineer to join Arm’s Hardware Platform team, who are working at the forefront in the following embedded areas:

  • Development and validation of physical hardware platforms, based around Arm’s custom system-on-chip (SoC) and FPGAs.
  • Creating software to test Arm systems both in simulation and in hardware (FPGA & Silicon)
  • Porting existing simulation/emulation RTL validation software to real hardware
  • Create and maintain Build environments & Automation tooling to ensure we supply high quality products
  • Software design and implementation of reference firmware for Arm processors and systems – for example working on the software to enable our cutting-edge CoreLink secure subsystems
  • Software stack development to enable Arm IP. This includes implementing HALs, drivers, connectivity, security, power and control components
  • Board support firmware using STM32 and LPC11 microcontrollers
  • Operating system development (Linux, mbedOS, FreeRTOS, etc)
  • Development of reference software and demos for Arm Partners to use and replicate in their own products.
  • Support and maintenance

If you’re interested in:

  • The potential to work on all aspects of product development, from specification to customer release.
  • Eager to learn, willing to give anything a go.
  • The challenges of bringing up a new development board.
  • How to build, test and debug full software stacks on hardware that hasn’t yet been manufactured
  • Gaining a deeper understanding of system architecture and performance
  • Working alongside system hardware designers to develop the best platforms to support Arm’s partners

Then we have a role for you!

What will I be accountable for?

As a Graduate, you will be placed in a development team at Arm’s offices in Cambridge, UK where you will have a mentor, and be able to get to grips with the problems ranging across many software areas.  You will be working across all aspects of the software lifecycle whilst being supported by and learning from the rest of the team.  You will also be offered the opportunity to explore other teams within Arm during your first 12 months with us, as part of our Graduate Rotation programme.

Whilst a lot of our work does involve Open Source software, many tasks require working with development platforms, or simulated hardware environments where features are being developed and tested before the physical devices have been built, so the problems you will be expected to understand and solve are ones that are yet unknown to the general community.




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Graduate Deployment Engineer, Graduates, Cambridge, UK, Software Engineering

We are an Equal Opportunity Employer and do not discriminate against any employee or applicant for employment because of race, color, sex, age, national origin, religion, sexual orientation, gender identity, status as a veteran, and basis of disability or any other federal, state or local protected class.

The Productivity Engineering group (PE) at ARM is responsible for ensuring our engineering teams have the tools and computational resources to succeed. PE is responsible for a range of best in class infrastructure elements for ensuring our designs meet our partners' needs, from maintaining ARM's compute cluster to deploying new design and verification methodologies.

Within PE, the Deployment Team is responsible for enabling all engineering teams with new capability improvements required to achieve the organizational change initiatives.

• Journey to Cloud – moving engineering workflows to cloud and onto Arm architecture hardware
• Machine Learning / Data Science to maximize verification compute efficiency
• Continuous Delivery for Hardware Engineering efficiency
• Machine Readable Specifications for Hardware Engineering efficiency

As a member of the centralized Deployment Team, you will develop expertise with the mechanics such that through a partnership with project teams you can deploy a turn key solution. The Deployment Team members need to be both capable engineers and good at working in partnership with other ARM engineering teams.

The activities for this role demand an enthusiastic candidate from either Computer Science or Electrical/Electronics Engineering background with a strong desire to constantly evolve a cross-disciplinary skill set, in particular:
• Design and development of workflow scripts, with result capture and visualization tools
• Collaboration with RTL design and verification engineers to create new point techniques
• Develop automation and flow abstraction methods to enable project team to focus on the application of new capabilities rather than the mechanics.

As a member of a small and dynamic team, you will be working alongside engineers at all our design centers and contributing to the CPU, GPU and interconnect IP at the heart of ARM's success.




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Director, Executive Communications, Experienced Professionals, San Jose (CA), USA, Marketing & Communications

About the Role
We are looking for a passionate story teller. A person who combines an astute business mind with a knowledge and thirst to know more about how technology is shaping our connected world. You will need to engage with our C-suite audience, win their confidence and help shape individual narratives. You must also be a real team-player and confident networker able to build up a bank of ideas from talking to our many world class experts. Whether that is our R&D team looking at shrinking microprocessor technologies or our 5G experts thinking about network transformation.

You should not be constrained by the story-telling form. You may be producing an onstage presentation to 1,000 engineers, or a speech to an audience who only want to know what technology can do for them and not how it works. You may be working with one of our executives to write a monthly blog on industry trends or working with our creative team on a film script. We need someone who is as passionate about the future of technology as we are. Someone who enjoys an intellectual or philosophical discussion but who has narrative ability to sift the soil to find the gold and apply laser focus to get the job done on time, and at the highest quality. Arm is an architect of technologies and markets. We want an architect of our executive story.

What will I be accountable for?

  • Shape the narrative of the C-suite and key business leaders
  • Support and lead content/presentation creation for key Arm and industry conferences, bylined pieces
  • Work with the content marketing, PR, creative, campaign and digital marketing teams to produce narratives that work on multiple story-telling levels and captivate our audiences
  • Research audiences, event agenda, and topics; map the appropriate messages and Arm executive speakers to the opportunities; ensure end- to-end smooth delivery
  • Develop powerful and visually-compelling C-suite keynote presentations, articles and other vehicles that tell our business story
  • Debrief executive and business leads following each presentation to achieve continuous improvement.




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CPU Performance –Sr Principal Modeling Architect, Experienced Professionals, Austin (TX), USA, Hardware Engineering

About this role

If you are a technical lead with engineering expertise in CPU microarchitecture, performance-model development, performance analysis, or workload analysis, we would like to talk with you about joining Arm’s highly successful CPU performance architecture team based in Austin.  Our team plays a major role in crafting our next-generation Cortex-A class CPU designs and in enabling Arm partners to use our designs in world-class products. As a senior member of this expert team, you will own substantial and challenging performance projects

What types of projects will you accomplish?
  • Collaborate with other members of the design team - primarily in Austin - to help design our next-generation CPU microarchitecture
  • Lend your expertise across all Performance sub-disciplines: microarchitecture and performance model development, microarchitectural performance analysis, RTL/performance-model correlation, workload analysis, and workload development
  • Engage with key partners at an engineering level to understand their future performance requirements, performance sensitivities, and workload expectations
  • Help develop the team and be a mentor to engineers
  • Interact with customers and other third parties to successfully communicate complex technical ideas, and participate in internal and customer meetings




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CPU Performance Architect, Experienced Professionals, Austin (TX), USA, Hardware Engineering

Arm is the industry's leading supplier of microprocessor technology, offering the widest range of microprocessor cores to address the performance, power and cost requirements for almost all application markets. Combining a vibrant ecosystem with more than 1,000 partners delivering silicon, development tools and software, and over 90 billion processors shipped, our technology is at the heart of a computing and connectivity revolution that is transforming the way people live and businesses operate.

In the role you are a part of the Austin-based CPU performance architecture team, which is part of Arm's worldwide CPU development group. This diverse engineering-centric team defines, designs, and validates Arm processor IP. Arm-based processors are the brains in billions of diverse electronic devices and we collaborate with the world's leading technology companies.

As an authority —think Senior/Staff/Principal type engineer-- on our team of about a dozen senior engineers, you tackle next-generation Arm Cortex-A class CPU microarchitecture design and performance analysis. You will be a part of a growing organization with a validated business model and a strong plan for continued future growth. Your team focuses on engineering using the latest tools and methodologies with an eye for innovation and creative problem solving.




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2021 Graduate Modelling Engineer - Cambridge, Graduates, Cambridge, UK, Cambridge, UK, Software Engineering

We have an exciting opportunity for a graduate developer in the GPU modelling team, based in Cambridge. We work with software models which are state-of-the-art representations of our products. They are used by several teams within the company and are delivered externally to some of our partners.

We develop in C++ in a UNIX environment. Working in the GPU modelling team, your role will primarily be to model the functional and performance aspects of our GPUs. You will be working with dedicated and talented people across the globe as part of our multi-site development projects. Your work will have a large impact on the design and quality of our GPUs and ultimately on the success of Arm.

If you would like to shape the future of energy-efficient devices, this is the place to be!

 
 




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2020 Graduate Embedded Engineer for STL, Graduates, Cambridge, UK, Hardware Engineering

Are you creative, innovative, and passionate about new technologies?

Would you like to help us continue deploying billions of successful devices around the world, many of them enabling safety critical environments such as automotive or robotics?

We are looking for outstanding graduates to be part of our STL (Software Test Library) development team within our CPU group in Cambridge, UK. As part of your responsibilities, you will develop safety-critical software (often written in assembly and C) tightly couple with the internals of CPU design. You will also identify and build creative hardware features inside the CPU that improve the effectiveness of our solutions for segments where safety is of paramount importance without negatively affecting the power, performance and/or area of the core.

STLs execute opportunistically when the hardware is not fully utilized and perform continuous in-depth hardware diagnostics while the system is in operation. It identifies and notifies about functional misbehaviors derived from permanent faults triggered by natural hardware wear-out, or other uncontrollable factors before they may translate into catastrophic system failures with undesirable and even dangerous consequences.

If you are passionate about understanding the interaction between hardware and software, have used some HDL language (Verilog or VHDL) and can program on assembly and/or C, this could be an excellent opportunity to start your career with an exciting challenge. We work on a multi-cultural and multi-disciplinary environment that will motivate you to further improve your skills and also contribute and get deep knowledge on Arm CPU designs and development processes. Engineers with large experience in the field will coach you and help you navigate and learn the complexities of the CPU internals and the mechanisms to meet expectations on safety from emerging markets.

STL is a fundamental piece of the development strategy for sectors with strong safety requirements like automotive, health or robotics. Working with us, you are going to deeply influence and interact on the development of successful solutions for this sectors in conjunction with our multidisciplinary team.

We are an equal opportunity employer with an open culture and value diversity. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status.

Role Responsibilities

We have exciting opportunities in the CPU group for graduates, where you will become part of a highly motivated team that develops the STLs for Arm CPUs.

You will have real responsibilities from day one and you will get support and guidance from experts that will help you succeed and develop your career. Through teamwork, training, and dedication to personal development, we ensure that every graduate matures to become an expert in the field.

You will work in a multi-site, multi-cultural environment and will have the opportunity to work on different projects.

As a member of the team we will share the following responsibilities:

  • We will define the STL design specifications, verification plan and the safety documents as per ISO26262 and IEC61508.
  • We will build diagnostic software to target CPU sub-units like ALU, pre-fetchers, branch predictors, cache controllers, memory systems, etc.
  • We will envision hardware design features aiming to improve STL effectiveness on ongoing and future CPU developments. We will also get along with the rest of the designers to implement them with minimum impact on area, performance and power.
  • We will prove that the software as well as the STL-specific hardware features meet the specifications and work properly on different CPU configurations.
  • We will generate the safety analysis of the STLs.