Research Scientist / Software Engineer, LLM/Agent Platform - TikTok - Content Ecology AI Innovation & Platform
San Jose, California, United States
USD 160K-230K (estimate) Senior-level Full Time
Tasks
- Architect and build model and agent pipelines
- Build feature stores
- Build observability and evaluation frameworks
- Deploy monitor and govern models and agents
- Design and optimize agentic AI systems
- Design model and agent registries
- Implement retrieval augmented generation systems
- Integrate agent planning tool use and memory
Perks/Benefits
- N/A
Skills/Tech-stack
Accelerator optimization | Deep learning | DeepSpeed | Distributed Systems | Evaluation Frameworks | Experiment reproducibility | Faiss | Flax | GPU scheduling | GPU/accelerator optimization | High Performance | High-performance networking | Inference Server | JAX | KV cache | Langchain | Large Scale Training | Large-scale | Large-scale inference | Llamaindex | MLOps | Machine Learning | Milvus | Model Serving | NCCL | Observability | PyTorch | Python | RAG | RDMA | Retrieval-Augmented Generation | TensorFlow | TensorRT | Triton Inference | Triton Inference Server | VLLM | Vector Databases | Vector Search | Zero
Education
Roles
Engineer | Research Scientist | Scientist | Software Engineer
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