AI Benchmark Engineer
About the Role
SiPearl is seeking a highly motivated AI Benchmark Engineer to join our AI team. You will work closely with Etienne Renault, our Compiler Team Leader, to evaluate, port, and optimize AI applications for our architecture. Your role will involve estimating the performance of the next generation of high-performance chips developed at SiPearl and participating in the optimization of AI frameworks and workflows to exploit heterogeneous memories and specificities of Arm architectures.
Key Responsibilities
- Evaluate, port, and optimize AI applications for SiPearl's architecture.
- Estimate the performance of next-generation high-performance chips.
- Optimize AI frameworks and workflows for Arm architectures.
- Collaborate with other teams to guide the development of new optimizations.
- Improve the overall performance of AI and HPC workloads.
- Collaborate with customers and external partners from industry and academia.
- Contribute to collaborative projects.
Required Skills and Experience
- 5+ years of experience in benchmarking, performance analysis, and optimizing AI applications.
- Strong background in machine learning and deep learning techniques, notably LLM.
- Hands-on experience with deep learning toolkits such as TensorFlow or PyTorch.
- Experience in using, implementing, training, fine-tuning, and optimizing foundation models or generative models.
- Proven experience with Python/C++ programming, bash, and Linux.
- Experience with ARM architecture and vectorisation.
- Comfortable with parallel and distributed computing paradigms.
- Familiarity with ML infrastructures, such as MLIR.
- Experience with natural language processing, computer vision, or audio processing generative models.
- Proven R&D experience.
- Fluency in English is essential.
Benefits and Conditions
- Permanent Contract (CDI)
- Annual bonus
- Meal vouchers (60% covered by SiPearl)
- Health insurance (70% covered by SiPearl)
- 5 days per year of remote work from any EU location
- Unlimited access and pre-paid sessions with a practitioner of your choice on our mental health partner app, moka.care
- Technical, linguistic, and personal development trainings
- BSPCE
Work Model
- On-Site or Hybrid (2 days/week remote)
Locations
This role is open for our locations in France (Maisons-Laffitte, Massy, Grenoble, and Sophia Antipolis), Spain (Barcelona), and Germany (Duisburg).
Recruitment Process
- Discovery interview with our Talent Acquisition Partner (30 min)
- AssessFirst personality test (45 min)
- Two technical interviews (1 hour each)
- Interview with one HRBP to answer your last questions (30 min)
At SiPearl, we are dedicated to building a diverse and inclusive workplace that thrives on the strength of varied perspectives and backgrounds. We recruit talent based on merit, experience, and alignment with our company's goals and values.
Benefits Extracted with AI
- Medical insurance
- Annual bonus
- Meal vouchers (60% covered by SiPearl)
- Health insurance (70% covered by SiPearl)
- 5 days per year of remote work from any EU location
- Unlimited access and pre-paid sessions with a practitioner of your choice on our mental health partner app, moka.care
- Technical, linguistic and personal development trainings
- BSPCE
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