AI Performance Engineer (Cloud AI Engineering), Sr | Staff | Sr. Staff - Cork, Ireland
Tasks
- Analyze and optimize LLM VLM and diffusion inference performance
- Collaborate with compiler firmware and platform teams
- Convert and optimize models for efficient inference
- Create engineering solutions to improve AI workload performance over time
- Deploy models using PyTorch and ONNX
- Design and implement high level kernels using Triton
- Identify and resolve performance or stability issues
- Map AI workloads to hardware designs
- Scale throughput and reduce latency
Perks/Benefits
- Bicycle Purchase Scheme
- Education assistance
- Employee Run Clubs
- Employee stock purchase scheme
- Income protection insurance
- Life insurance
- Matching pension scheme
- Maternity & paternity leave
- Medical insurance
- Relocation and immigration support
- Subsidised memberships
- Travel insurance
Skills/Tech-stack
Attention Mechanism | Computer Architecture | Deep learning | Distributed Systems | Linear Algebra | Linear Algebra Libraries | Machine Learning | Network operators | Neural Network | Neural network operators | ONNX | Parallelism | PyTorch | Python | Sharding | Torch Dynamo | Torch compile | Transformer | Triton
Education
Bachelor of Engineering | Master of Engineering | Master of Science | PhD
Roles
AI | AI Performance Engineer | Engineer | Performance Engineer | Software Engineer
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