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Senior Applied Machine Learning Engineer

plug • United States
Relocation
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Build and improve production ML models for EV pricing, battery health, and document extraction at Plug. Develop forecasting, telematics, and LLM pipelines across the full ML lifecycle with a small senior team. Requires 5+ years shipping production ML systems, strong Python/SQL, and hands-on LLM experience.

Key Highlights
Build production ML models for EV valuation, pricing, demand, and battery health.
Develop telematics time-series and LLM document-extraction pipelines.
Own the full ML lifecycle from features to monitoring and retraining.
Evaluate models by statistical accuracy and business outcomes.
Work onsite in Los Angeles with a small, senior, high-autonomy team.
Key Responsibilities
Build, improve and run in production models behind instant offers, auction pricing and sell-through.
Develop battery state-of-health and vehicle-condition models from telematics and other time-series data.
Take models through feature pipelines, training, evaluation, deployment, monitoring, drift detection and retraining.
Evaluate models by statistical accuracy and business outcomes and help build feedback loops.
Bring in LLMs for structured data extraction and build evaluations.
Strengthen team practices such as experiment tracking, model registry, reproducible training and code review.
Technical Skills Required
Python Machine Learning SQL
Benefits & Perks
Health, vision and dental insurance
401(k) plan
30 days of work from anywhere per calendar year
Daily lunch stipend
Equity (based on role and performance)
Unlimited PTO
Fully stocked kitchen
Dog-friendly office
Ongoing opportunities for growth and development
Relocation assistance
Nice to Have
Experience with vehicle, marketplace, auction, lending or insurance pricing data.
Experience with sensor or telematics data, battery modeling or other physical-systems data.
Experience with transfer learning, multi-task learning or model distillation.
Experience with ML or LLM serving on a budget for latency and cost.

Job Description

Job Title: Sr. Applied Machine Learning Engineer

Team: Engineering

Location: Onsite - Sawtelle (Between Santa Monica & West LA)

Employment Type: Full-time, Salary, Exempt

Reports To: Head of Engineering

About Plug

Plug is an automotive fintech startup building the marketplace for electric vehicles. Consumers, dealers and commercial partners trade in, sell and auction used EVs on a platform built only for electric vehicles. Nothing in it is adapted from legacy automotive.

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