1 day ago
Mountain View, CA, USA
Staff+
H1B Sponsor
Base Salary
$251k - $310k/yr
Responsibilities
- Collaborate with perception, planner, simulation, and research teams to enhance dataset quality.
- Partner with infrastructure teams to streamline data selection processes.
- Apply advanced techniques in data selection to minimize logged data for model training.
- Develop ML models to identify and correct human label quality issues.
- Build tools for ML engineers to experiment with log collection and label evaluation.
- Deploy automated systems to continuously improve datasets.
Requirements
- 8+ years of professional experience in software engineering.
- Proficiency in programming languages such as C++ or Python.
- Experience in building scalable data pipelines and bulk model inference.
- Background in ML model development and application.
- Passion for enhancing development efficiency and productivity.
Benefits
- Eligible for discretionary annual bonus program.
- Participation in equity incentive plan.
- Generous company benefits program.
Tech Stack
C++Python
Categories
AI & MLData Science