Mô tả công việc
Position Summary, Responsibilities and Expectations:
- Own AI/ML feature development across multiple platforms, end to end.
- Handle model integration, including choosing and swapping providers as needs change.
- Build and maintain LLM pipelines and orchestration logic.
- Set up retrieval systems and the data logic that feeds them.
- Run evaluation on model output and iterate to improve accuracy, reliability and cost.
- Optimize performance, including cost and latency trade-offs in production.
- Track emerging AI tools and frameworks and bring in what’s worth adopting.
Essential Skills and Experience:
- 4+ years of software engineering experience.
- Strong Python skills.
- Production experience with LLMs.
- Experience with vector stores and retrieval-augmented generation.
- Experience with agentic frameworks.
- Practical MLOps experience, including deploying and monitoring AI systems in production.
- A working grasp of cost and latency trade-offs when running LLM-based systems at scale.
- Comfortable working alongside a small core engineering team.
- Fluent English, both in written and speaking.