AI Performance Engineer (Cloud AI Engineering), Sr | Staff | Sr. Staff - Cork, Ireland
Tasks
- Collaborate with compiler firmware and platform teams
- Convert models for efficient inference
- Create solutions for continuous performance insights
- Deploy models for inference
- Design and implement GPU kernels with Triton
- Identify root cause of issues
- Investigate performance and stability issues
- Map AI workloads to hardware
- Optimize models for efficient inference
- Optimize throughput and latency
- Perform LLM VLM and diffusion inference performance analysis
Perks/Benefits
- Bicycle Purchase Scheme
- Education assistance
- Employee Run Clubs
- Employee stock purchase scheme
- Life medical income and travel insurance
- Matching pension scheme
- Maternity & paternity leave
- Relocation and immigration support
- Subsidised memberships for well being
Skills/Tech-stack
Attention Mechanisms | Computer Architecture | Deep learning | Distributed Systems | Language Models | Large Language Models | Linear Algebra | Linear Algebra Libraries | Machine Learning | ONNX | Parallel Computing | PyTorch | Python | Sharding | Torch compile | TorchDynamo | Transformer Architectures | Triton
Education
Roles
AI | AI Performance Engineer | Engineer | Performance Engineer
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