Software Engineer, ML Platform
SF Bay Area, CA, London, UK
R
USD 150K-300K (estimate) Mid-level Full Time
Tasks
- Architect end to end model serving pipelines
- Build scheduling systems for cluster availability and user priority
- Develop APIs for product and research teams
- Implement traffic based model hot swapping
- Integrate new model architectures into inference engine
- Manage and optimize inference workloads at scale
- Own CI CD pipelines and artifact store
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Amazon S3 | CI/CD | CUDA | Docker | FFmpeg | Infiniband | Kubernetes | Linux | Multimedia | NVLink | Networking | PyTorch | Python | RDMA | Redis | RoCE
Education
N/A
Regions
Countries
States
Cities
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