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Device Performance Analysis Intern
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Inspire the Next Generation
What do we mean when we say you have the power to spark the world’s potential at Arm? Well, put it this way: our tiny processors are the driving force behind the biggest names in tech. Not only in Silicon Valley, but in 70% of the technology used by the global population – from your smartphone to the world’s fastest supercomputer.
Imagine how deep and diverse the experiences are here. We trust you to work with our extraordinary partners, innovating and iterating in ways that enable the next generation of their technologies. You can influence the future of everything that makes up a smart home to entire smart cities. We’ve discovered how to give you just the right combination of freedom and support, with world-class mentors on your side, your own development roadmap and your choice of workshops.
Do you want to shape the future of Arm technology that will enable the next revolution in computing? We have an exciting opportunity in the CPU technology team for a highly motivated individual to contribute towards shaping next-generation CPU microarchitecture through workload-driven performance investigations.
Arm’s Sophia Antipolis design centre is located in one of the most appealing parts of France, at the heart of Europe’s largest and most dynamic technology park. Surrounded by mountains and the Mediterranean Sea, this outstanding design center has delivered leading products from Arm’s Cortex (TM) processor family. These CPUs power some of the world’s best-selling smartphones, tablets and gaming systems, using technology that has taken user experience and performance to another level.
CPU development and validation rely on simulation and FPGA. However, CPU performance study on silicon also heavily contribute to the continuous improvement of the simulation accuracy and target performance coverage.
For this reason, a CPU performance and its sensitivity are regularly screened through benchmarks and more standard workloads running on multiple real devices or evaluation boards.
In order to produce reliable data and draw meaningful conclusions, this assessment shall be as deterministic as possible, by notably ensuring the device starts and returns to a state (CPU operating point control, memory status, power modes control, thermal conditions, OS framework settings, tracing capabilities ...) which yields the same performance level.
This internship will consist of defining/scoping this device state and developing means to force this state and control it for all performance use cases considered today.
- You will have to understand the important parameters that influence the performance of a given system, study their influence and understand how to control them.
- Then, you will be in charge of defining and developing a SW tool to control most of these key operating systems and devise parameters that can influence the performance simulation results (this should be applicable to various systems).
- You will work with real Android devices, learn how to remotely run applications or your own benchmark on them, how to profile these SW applications using profiling tools like Perfetto...
Required Skills and Experience:
- Python skills
- General knowledge of phone sw/hw architecture
- CPU microarchitecture
“Nice To Have” Skills and Experience:
- Basic Android developer know-how
- Operating System knowledge
- Linux performance tools
- Salary – 1750 euros / month
- Lunch vouchers
- 1 day off (authorized leave) / month
- Transportation 50% reimbursement
- Mobility subsidy if eligible
- Work Council subsidy /meyclub
- 5 to 6 months
Accommodations at Arm
At Arm, we want our people to Do Great Things. If you need support or an accommodation to Be Your Brilliant Self during the recruitment process, please email email@example.com. To note, by sending us the requested information, you consent to its use by Arm to arrange for appropriate accommodations. All accommodation requests will be treated with confidentiality, and information concerning these requests will only be disclosed as necessary to provide the accommodation. Although this is not an exhaustive list, examples of support include breaks between interviews, having documents read aloud or office accessibility. Please email us about anything we can do to accommodate you during the recruitment process.
Equal Opportunities at Arm
Arm is an equal opportunity employer, committed to providing an environment of mutual respect where equal opportunities are available to all applicants and colleagues. We are a diverse organization of dedicated and innovative individuals, and don’t discriminate on the basis of any characteristic.
Hybrid Working at Arm
Arm’s hybrid approach to working is centred around flexibility, where we split our time between the office and other locations to get our work done. Within that framework, we empower groups and teams to determine their own particular hybrid working pattern, depending on the work and the team’s needs. Details of what this means for each role will be shared upon application. In some cases, the flexibility we can offer is limited by local legal, regulatory, tax, or other considerations, and where this is the case, we will collaborate with you to find the best solution. Please talk to us to find out more about what this could look like for you.
Life at Arm
Life in the office doesn't get any better. Especially when those offices are as sleek as ours. And the people are as creative and intuitive. Combine that with our popular ‘we, not I' mindset and you enjoy the kind of teamwork and togetherness rarely found elsewhere. We share so much in common, like an insatiable passion for progress, but we also welcome each other's diversity. Because, ultimately, we love to inspire and be inspired every day.