Senior Engineer - Machine Learning
San Diego, California, United States of America
USD 140K-211K Senior-level Full Time
Tasks
- Benchmark and profile models across workloads hardware
- Build and maintain model serving infrastructure
- Build training evaluation deployment workflows
- Collaborate with platform and infrastructure teams for scalable deployment
- Design data pipelines for ingestion preprocessing feature engineering validation
- Design machine learning models and pipelines for production
- Develop reusable ML components libraries frameworks
- Implement caching quantization batching routing
- Improve data quality and model reliability through evaluation
- Integrate ML LLM models into APIs microservices applications
- Optimize model inference for latency throughput cost
- Participate in design reviews and contribute to system architecture decisions
- Partner with product platform and hardware teams for end to end ML solutions
Perks/Benefits
- N/A
Skills/Tech-stack
APIs | Batching | C++ | CI/CD | Caching | Deep learning | Distributed Computing | Docker | Embeddings | GPU | Go | Inference Optimization | KV cache | Kubernetes | Language Models | Large Language Models | Machine Learning | Microservices | Model Serving | Model routing | OpenSearch | PyTorch | Python | Qdrant | Quantization | RAG | Retrieval-Augmented Generation | Rust | Supervised Learning | TensorFlow | Transformer | Unsupervised Learning | Vector Database
Education
Regions
Countries
States
Cities
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