Machine Learning Engineering Manager
| Company | Cantina |
|---|---|
| Location | San Francisco, CA, USA |
| Salary | $Not Provided – $Not Provided |
| Type | Full-Time |
| Degrees | |
| Experience Level | Expert or higher |
Requirements
- 10+ years of engineering experience, with 2+ years managing teams
- Deep expertise in NLP, language models, and conversational AI systems
- Experience building and scaling production ML infrastructure
- Strong track record of leading teams building high-performance, user-facing AI systems
- Background in real-time systems and performance optimization
- Experience with modern ML frameworks and cloud infrastructure
- Track record of successful cross-functional collaboration
Responsibilities
- Lead and grow a team of Machine Learning Engineers and Researchers focused on text-based AI systems
- Architect and implement scalable infrastructure for model training, fine-tuning, and inference
- Design and optimize response generation systems for natural, contextually-aware bot conversations
- Build robust intent detection and bot classification systems to enable sophisticated interactions
- Develop efficient bot building pipelines that enable rapid personality creation and iteration
- Create frameworks for measuring and improving text generation quality and performance
- Establish infrastructure for continuous model improvement through user interaction data
- Balance real-time performance requirements with model quality and resource utilization
Preferred Qualifications
-
No preferred qualifications provided.