Tech Lead, Machine Learning Engineer - Global E-Commerce (Conversational AI)
Tasks
- Build tracing and tool call analytics
- Create failure mode taxonomies
- Diagnose regressions and rollback
- Drive cross-team technical alignment
- Hire and develop engineers
- Own multi quarter roadmap
- Propose core abstractions
- Set technical direction
- Ship high ROI bets
- Write design documents
- Write load bearing pull requests
Perks/Benefits
- N/A
Skills/Tech-stack
AI Feedback | Context engineering | Data Curation | Deep learning | DeepSpeed | Direct Preference Optimization | Distributed Training | Evaluation | FSDP | Fine Tuning | Human Feedback | Inference Optimization | KV cache | Knowledge Distillation | Kv cache reuse | LLM-as-a-Judge | Language Models | Large Language Models | Learning from Human Feedback | Long Context | Long Context Training | Low Latency | Low-latency serving | Machine Learning | Megatron | Memory modeling | Mixture of Experts | Model Serving | Multi-tenant | Multi-tenant systems | Observability | Online Reinforcement Learning | Parallel Tool Use | Preference Data Curation | Preference data | Preference optimization | Privacy and Quality Gates | Prompt Caching | Quality gates | Quantization aware training | Regression testing | Reinforcement Learning | Reinforcement Learning from AI Feedback | Reinforcement Learning from Human Feedback | Retrieval Indexing | Retrieval-Augmented Generation | Reward Modeling | Safety evaluation | Speculative decoding | Supervised Fine Tuning | TensorRT-LLM | Tool design | Tool use | Tracing | VLLM
Education
N/A
Roles
Engineer | Lead | Learning Engineer | Machine Learning Engineer | Tech Lead
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