- Sawtelle, California, United States
- On-site
- Full-time · Senior
- $164K–$200K per year
- 5+ years
Lead the development and production of machine learning models for pricing, battery health, and LLM pipelines in an automotive fintech startup.
Compensation
Annual salary: $164,000 – $200,000
Responsibilities
- Build, improve and run production models for instant offers, auction pricing and sell-through
- Develop battery state-of-health and vehicle-condition models from telematics and time-series data
- Take models through full lifecycle: feature pipelines, training, evaluation, deployment, monitoring, drift detection and retraining
- Evaluate models by statistical accuracy and business outcomes
- Bring in LLMs for structured data extraction
Requirements
- BS or MS in a quantitative field (computer science, statistics, engineering, physics, applied math) or equivalent experience
- Nice to have: Vehicle, marketplace, auction, lending or insurance pricing data
- Nice to have: Sensor or telematics data, battery modeling
- Nice to have: Transfer learning, multi-task learning, model distillation
- Nice to have: ML or LLM serving on a budget for latency and cost