Tech Lead, Machine Learning Engineer - Global E-Commerce (Conversational AI)
SGD 150K-191K (estimate) Senior-level Full Time
Tasks
- Build tracing and tool call analytics
- Develop failure mode taxonomies
- Drive high ROI engineering bets
- Hire and develop engineers
- Implement regression safety and cost latency evaluation
- Partner with cross-functional teams on technical decisions
- Propose core abstractions and write design docs
- Set technical direction and roadmap
- Write load bearing code and PRs
Perks/Benefits
- N/A
Skills/Tech-stack
Data Curation | Deep learning | DeepSpeed | Direct Preference Optimization | Evaluation | Experiment tracking | FSDP | Fine Tuning | Human Feedback | KV cache | Knowledge Distillation | Kv cache reuse | Language Models | Large Language Models | Learning from Human Feedback | Long Context | Long Context Training | Machine Learning | Machine Translation | Megatron | Mixture of Experts | Model Alignment | Multilingual Machine Translation | Observability | Online Reinforcement Learning | Preference optimization | Prompt Caching | Quantization aware training | Regression testing | Reinforcement Learning | Reinforcement Learning from Human Feedback | Retrieval-Augmented Generation | Reward Modeling | Safety testing | Speculative decoding | Supervised Fine Tuning | TensorRT-LLM | Tool use | Transformer Models | VLLM
Education
N/A
Roles
Engineer | Lead | Learning Engineer | Machine Learning Engineer | Tech Lead
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