Applied Data Scientist

Bayworks is building an intelligence platform for automotive repair operations. The Applied Data Scientist will turn repair data into structured ground truth, build and evaluate models for production, and use technician feedback to improve the product.

Responsibilities

• Turn raw voice, video and dealership data from every repair into structured ground truth: symptom, diagnosis, fix, outcome. This is a hands-on role; what you build ships to production
• Build the evals that tell us whether our AI got a repair right, and own the metrics we ship against
• Run experiments across speech and language models and decide what goes to production
• Build models on repair data that standardize the next repair: the likely diagnosis for a symptom, and what a fix needs to meet manufacturer specifications
• Spend time in service bays with technicians and feed back what you learn into the product

Skills

• You've shipped ML or data products to production, not just notebooks
• You're comfortable with messy real-world data: noisy shop-floor audio, free-text repair notes, inconsistent dealership records
• You're strong in Python and SQL, and have built evals for LLMs, speech or multimodal models

Benefits

• Meaningful equity
• Medical, dental, and vision insurance
• Free DoorDash vouchers for everyday meals

Company Overview