Electricplant
Senior Machine Learning Engineer
San Francisco. Posted 2 months ago
The role
You will drive machine learning projects from idea to production end-to-end. You will work on transformer training, model architecture, data curation, and evaluation for the Bombadil model.
What you will do
- Transformer training including model architecture, data curation, and training strategies.
- Evaluation of the core model by building and refining evaluations.
- Develop robust, repeatable model lifecycle systems for rapid iteration.
- Drive machine learning projects from idea to production end-to-end.
- Build and maintain real training and evaluation infrastructure.
Required qualifications
- Has built and trained transformer models from scratch.
- Can speak concretely to data, architecture, and training-stability decisions.
- 5-10 years of overall ML/engineering experience.
- Has shipped or maintained ML systems in a practical capacity.
- Comfortable driving projects end-to-end without a large specialized team.
- Strong software engineering fundamentals.
- Technical or scientific depth.
- Comfortable being one of a very small number of people responsible for a company's core model.
Nice to have
- Roughly 3+ years of hands-on transformer-specific experience is ideal.
- Experience with biological, environmental, or other scientific data.
Benefits
- Standard benefits
About the company
The Electric Plant Co. is building a new category of plant intelligence. They use IoT hardware to measure electrical signals in plants and trees paired with environmental data and a foundation model.