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Volume 32, Issue 7, December 2023. Read the full article ›

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Volume 33, Issue 1, February 2024. Read the full article ›

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Abstract Administrative data provide unique coverage of populations using care and the use of new datasets and advancing digital technologies only contribute to this growing area. There are ongoing limitations in the linkage of administrative datasets, which for adult social care have been exacerbated by inconsistent coding and varied IT systems. The aim of this […]

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Publication date: February 2025 Source: Evaluation and Program Planning, Volume 108 Author(s): Syka Iqbal, Macarena Chepo, Marc Hébert, Cecilia Vindrola-Padros Read the full article ›

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Abstract A scoping review of the online counselor education scholarship from 1997 to 2023 in 27 national and regional peer-reviewed counseling journals yielded a sample of 110 articles. Findings of the scoping review detailed the topics addressed, methodological features, key findings, and recommendations for practice and research. Read the full article ›

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Palliative care is becoming an essential component of healthcare, but there is insufficient research on how integration across different levels of care (micro, meso, and macro) is realized in practice. Without… Read the full article ›

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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

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.

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.

Research Internships 2021 – Security

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 our group and our work

The Arm Research Security Group works to "develop technology worthy of the trust that we place in it." We are not a "red team" identifying and publishing vulnerabilities in systems or suggesting point-fixes, but rather we seek to develop techniques and tools that eliminate large classes of vulnerabilities outright. To do this, we have projects broadly focussed on three research areas:

Security. How can we implement systems that remain secure even in the face of well-organised and extraordinarily imaginative adversaries? In this area we are looking at, for example, designing "responsive hardware" that can spot and react to early signs of security threats. We are also looking into how an emerging set of post-quantum ciphers can be efficiently implemented on power-constrained Arm microcontrollers.

Correctness. Can hardware and software systems be designed so that they are correct by construction? And what does "correct" even mean? We are currently trying to establish provable security properties for future extensions of the Arm architecture, and we recently started a collaboration with academics who are applying mathematical techniques to spot Spectre-like bugs in hardware designs.

Privacy. How can emerging technologies increase the privacy of computations and data? We are investigating how trusted hardware and remote attestation protocols can be used to implement efficient secure-multiparty computations. We are collaborating with academic partners around the design and implementation of hardware acceleration for homomorphic encryption. Other ongoing projects look at using the high assurance seL4 Operating System to ensure security and privacy on untrustworthy Edge devices.

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 

Research Internships 2021 – DCS

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 devices, circuits and systems group and our work

We are looking for interns to join our Devices, Circuits and Systems Research team; we want to hear from candidates interested in delivering post-Moore scaling and pushing compute past the limits of power, cost, and performance. Our research activities cover a wide range of chip design challenges such as:

• Delivering power to multi-GHz processors
• Crafting performant and energy-efficient systems with emerging post-Moore memory and switching devices
• 3D stacking
• Designing microwatt sub-threshold microcontrollers
• Realising 1 cent disposable printed electronics
• Prototyping battery-less sensor nodes.

Research Internships 2021 – Architecture

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 architecture group and our work

As a research group focussed on architecture, we work at the boundary of software and hardware; we analyse novel applications and use-cases to invent ways of improving their performance, security, efficiency, or ease of use. This can be through instruction set enhancements, memory system optimisation, or even ground-breaking alterations to the underlying micro-architecture of fundamental compute elements while also considering power efficiency, area, compiler targetability, and related objectives.

Are you passionate about dreaming up innovations that have the potential to change the future of compute? We are offering internships across the computer architecture stack, such as:

• Analysis and categorisation of new / novel applications through to the design of efficient instruction set and micro-architecture for handling these applications.
• Implications of upcoming byte-addressable, non-volatile memories, and other data storage technologies.
• Security, encryption, and integrity protection in the core, system, or memory hierarchy.
• Micro-architecture innovations enabling new generations of cores, caches, predictive structures, accelerators, and more.
• Compute-near-data abstractions, and data-movement-optimised memory hierarchies.
• Improving our formal verification methods, to be more efficient and more effective at finding bugs earlier in the design cycle.

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.

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.

About the Role
As an Imaging R&D Graduate, you will be joining the ISP team within Arm, which develops and designs image processing technology that is used in a range of applications including automobiles, security cameras, and drones. The algorithm development team is tasked with solving a variety of image processing problems, from denoise to demosaic, auto-exposure to motion compensation. Our algorithms must satisfy the competing demands of high image quality, and efficient, low-power hardware implementation.

This is an opportunity to contribute towards the next generation of imaging systems, for both human viewing and autonomous driving applications.

Why should you apply?

• You want to work in leading digital imaging technology.
• You have a keen interest in imaging or image processing, which you would like to develop into a career.
• You want to see tangible results from your work.
• You want to have the opportunity to learn from the best engineers and start a career in a leading imaging and vision technology group.

What will I be accountable for?

• Working with image quality experts to determine requirements for processing.
• Developing new image processing algorithms, often from early concept phase and typically in a mathematical modelling environment.
• Implementing novel algorithms, starting from a floating-point model
• Testing and benchmarking of the results, working closely with our image quality experts.
• Collaborating with the wider engineering team to arrive at an architecture and fixed-point model of your algorithm, optimized for hardware or software implementation

Concurrency architecture verification engineer

Are you interested in concurrency, CPU design, and verification? Then we have just the opportunity for you.

Arm uses innovative tools [1] for modelling and reasoning about concurrency in our products. 

Those tools serve different purposes, such as: clarifying our architecture specification [2], communicating with our partners, and enabling verification of our CPU hardware designs.

This last point is at the intersection of architectural specification and CPU hardware design, which is where your role would be.

We seek to encourage interaction between those activities within Arm and beyond: by working hand in hand with architects and CPU verification teams to understand their requirements, you will improve our methodology and tools. You will also be in charge of inventing and prototyping new ways to verify pre-silicon designs.

This is an outstanding opportunity if you are interested in:

• developing open-source tools [3] which benefit the Arm ecosystem and wider communities such as language standard committees, compiler and kernel developers;
• furthering the understanding of an area that has been the subject of intense research in the last decade;
• demonstrating the impact of formal models on industrial products.

Our tools are written in Ocaml and C; knowing those languages would be ideal, as well as a working knowledge of Linux, git and RTL.

See also:

[1] https://developer.arm.com/architectures/cpu-architecture/a-profile/memory-model-tool

[2] https://developer.arm.com/docs/ddi0487/latest/arm-architecture-reference-manual-armv8-for-armv8-a-architecture-profile

[3] http://diy.inria.fr

[4] https://github.com/herd/herdtools7/

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

• 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