Senior Machine Learning Engineer (Large Systems)

Навыки

• C++
• CUDA / ONNX / TensorRT
• Kubernetes
• Machine Learning
• MLOps
• Python
• PyTorch

О компании и продукте

• At Graphcore, we’re building the future of AI compute.
• We’re a team of semiconductor, software and AI experts, with deep experience in creating the complete AI compute stack - from silicon and software to infrastructure at datacenter scale.
• As part of the SoftBank Group, backed by significant long-term investment, we are delivering key technology into the fast-growing SoftBank AI ecosystem.
• To meet the vast and exciting AI opportunity, Graphcore is expanding its teams around the world.

Требования

• Essential
• Bachelor/Master's/PhD or equivalent experience in Machine Learning, Computer Science, Maths, Data Science, or related field
• Proficiency in deep learning frameworks like PyTorch/JAX
• Strong Python or C++ software development skills
• Expertise in deep learning from model training to optimisation and evaluation
• Capable of designing, executing and reporting from ML experiments
• Developed deep understanding of performance bottlenecks and how to overcome them
• Ability to move quickly in a dynamic environment
• Enjoy cross-functional work collaborating with other teams
• Strong communicator - able to explain complex technical concepts to different audiences

Будет плюсом

• Experience in one or more of
• MLOps for Kubernetes-based clusters
• Building production systems with large language models
• Efficient computing based on low-precision arithmetic
• Experience writing C++/Triton/CUDA kernels for performance optimisation of ML models
• Experience in distributed training or inference of ML models across 64+ accelerators
• Familiarity with HPC systems and networking including Infiniband, NVLink, RoCE technologies
• Have contributed to open-source projects or published research papers in relevant fields
• Knowledge of cloud computing platforms
• Keen to present, publish and deliver talks in the AI community

Условия

• In addition to a competitive salary, Graphcore offers annual leave policy, medical and dental health plans, a gym card, and employee pension (matched up to 4%)
• We review our benefits on a yearly basis to ensure we offer a valuable and rewarding benefits programme to our employees
• We welcome people of different backgrounds and experiences
• we’re committed to building an inclusive work environment that makes Graphcore a great home for everyone
• We offer an equal opportunity process and understand that there are visible and invisible differences in all of us
• We can provide a flexible approach to interview and encourage you to chat to us if you require any reasonable adjustments
• Senior: PLN 260,400 - 352,200
• Staff: PLN 350,700 - 474,400
• Subject to alignment to the responsibilities and duties of the role - we currently have multiple positions available at both Senior and Staff level

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