ML Engineer – AI Platform
| Company | Figma |
|---|---|
| Location | San Francisco, CA, USA, New York, NY, USA |
| Salary | $149000 – $350000 |
| Type | Full-Time |
| Degrees | |
| Experience Level | Mid Level, Senior |
Requirements
- Expertise building infrastructure for AI/ML model development in industry.
- Experience in software development in Python. Experience in languages like C/C++ is nice to have but not required.
- Expertise working closely with AI researchers on applied AI projects to build high quality models in a fast paced environment.
- Expertise improving datasets and evaluation metrics for applied ML projects.
- Experience solving sophisticated problems and comparing alternative solutions, trade-offs, and diverse points of view to determine a path forward
- Experience communicating and working across functions to drive solutions.
Responsibilities
- Build data pipelines to collect high quality training and evaluation data for developing AI models.
- Build annotation pipelines to collect ground truth using humans and AI models in the loop.
- Collaborate closely with AI product engineers to define requirements for AI features.
- Collaborate closely with AI researchers to identify failure cases, improve data sets, evaluation metrics and hill climb quality of AI models.
- Work closely with AI infra engineers to build the right infrastructure for AI model development and inference.
- Explore the boundaries of what is possible with the current technology set and experiment with novel ideas.
Preferred Qualifications
- Experience in languages like C/C++ is nice to have but not required.