# Senior ML Engineer — Data Flywheel at FieldAI

- Company: FieldAI
- What the company does: One Autonomy for All Robots. Field-proven embodied AI software that is finally unlocking the full potential of mobile robots in the real world. Backed by Khosla.
- Company website: https://fieldai.com/
- Type: Startups (AI role)
- Level: Senior
- Location: Irvine, CA
- Work setup: On-site
- Posted: 2026-09-13
- Apply by: 2026-10-28
- Apply: https://jobs.lever.co/field-ai/714d5db6-9d94-46da-ba96-ff1b8ccc2e94
- Page: https://www.1752.vc/careers/jobs/fieldai-senior-ml-engineer-data-flywheel/

## About the role

Modern ML systems improve through their data flywheel: production experience generates new data, that data is processed and understood, valuable examples are identified and labeled, datasets are created, models are retrained and evaluated, and the resulting models return to production. We are looking for an ML Engineer focused on the Data Flywheel to help build and automate this lifecycle for autonomous robots operating in complex real-world environments.

## What they're looking for

- Strong Python and software engineering skills
- Experience building ML/data-processing pipelines
- Understanding of ML dataset construction and training workflows
- Experience processing large datasets using distributed or parallel computing
- Experience with object storage, Parquet or similar formats, workflow systems, and cloud compute
- Ability to bridge exploratory ML code and reliable production systems

Tags: Perception