Embedded ML Performance Analysis Engineer

Embedded ML Performance Analysis Engineer

ARM

Lund, Sweden

Job Description

We are looking for a software/hardware engineer with a strong analytical mindset to join the team and help ensure the best ML performance with most recent Arm ML software, systems and IP.

You will have a chance to work with the world’s best companies as they build sector-leading products from our IP, and to share ideas with and learn new skills from the best engineers in the world. We work in small teams, so your contributions will really make a difference.

The successful engineer will be highly flexible, quick to learn and be motivated by the opportunity to understand and improve the performance of future Machine Learning solutions using Arm technology.

About this role

  • As an ML performance analysis engineer you will explore, analyse and influence the direction of Machine Learning performance on future Arm IP and systems.
  • You will collaborate closely with other specialists across Arm, including software, IP, and Systems teams to understand, explore and challenge the limits of performance capabilities.
  • You will use advanced pre-silicon platforms of next-generation systems, to understand new use-cases and significant workloads to ensure Arm IP and systems deliver excellent ML performance.

What will you be accountable for

  • Work in the Arm Machine Learning group to understand Machine Learning workloads, systems and performance expectations.
  • Develop and deploy software-based ML performance tests on pre-silicon platforms such as RTL emulation and FPGA.
  • Collaborate with other teams across Arm to analyse, interpret and guide ML performance and power for next generation IP.
  • You will produce technical summaries for a range of audiences, based on detailed analysis and interpretation of results.
  • You will share knowledge and influence others, both within ML Group and wider across Arm.

Job Requirements

Essential Technical Skills & Experience

  • Software development experience, in languages such as C, C++ and Python (essential).
  • Passion for analysis and improvement.
  • University degree (or equivalent) in Computer Science, Electronic Engineering or a related field.

Essential interpersonal skills

  • Capable of working both in teams and independently.
  • High degree of initiative and a confident problem solver.
  • Fluent in English language, both written and spoken.
  • Good communicator, personable and able to work and communicate at a detailed or high level.

Desirable Skills & Experience

  • Experience with working on pre-silicon platforms such as RTL simulation, emulation or FPGA (essential).
  • Low level software/hardware development & debug.

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© EuroJobsites 2019

EuroJobsites is a registered company number: 4694396 VAT number: GB 880 9055 04

Registered address: EuroJobsites Ltd, Unit 8, Kingsmill Business Park, Kingston Upon Thames, London, KT1 3GZ, United Kingdom

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