LLM Serving Engineer (Cloud AI Engineering), Senior / Staff Engineer - Cork, Ireland
Tasks
- Analyze and profile deep learning workloads
- Apply speculative algorithms
- Build scalable LLM inference platform
- Collaborate with compiler firmware and platform teams
- Develop LLM serving packages
- Engage with open source serving communities
- Implement load balancing and routing
- Implement parallelism for inference
- Manage KV cache
- Optimize LLM inference performance
- Optimize model kernels
- Set up autoscaling for inference workloads
Perks/Benefits
- Bicycle Purchase Scheme
- Education assistance
- Employee Run Clubs
- Employee stock purchase scheme
- Matching pension scheme
- Maternity & paternity leave
- Relocation and immigration support
- Relocation support
- Subsidised health insurance
- Subsidised memberships
Skills/Tech-stack
Attention Mechanism | Autoscaling | CUDA | Deep learning | Distributed Systems | Inference | KV cache | Load Balancing | Mixture of Experts | Model Optimization | Parallel Computing | Profiling | PyTorch | Python | Transformer | Triton
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
Roles
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