Staff ML Engineer — Lead Production ML & Forecasting (Equity)

Unity Enterprise; Mountain View, Northern (CA, KY); Hybrid; USD 218,000 - 284,000; Full time

Benefits offered by this job

Health insurance

Stock options

Retirement plan

Generous vacation

Job summary

Unity is seeking a Staff Machine Learning Engineer in Mountain View, CA to lead end-to-end ML platform architecture, data pipelines, and scalable models. You will guide a cross-disciplinary team of engineers and ML experts to deliver calibrated predictions, robust evaluation, and cost-aware serving.

The role emphasizes production ML ownership, performance marketing and ad-tech modeling, and strong Python tooling within a multi-store data ecosystem.

Qualifications

• Experience owning production ML systems end-to-end.
• Strong forecasting, calibration and evaluation skills.
• Proven ability to mentor engineers and lead teams.

Responsibilities

• Define ML platform architecture and technical vision.
• Build end-to-end data pipelines, models and serving infra.
• Collaborate with product teams to align ML with business goals.

Skills

Production ML systems

Leadership

Python

Data pipelines

Tools

BigQuery

Kafka

Postgres

Job description

Unity is seeking a Staff Machine Learning Engineer in Mountain View, CA to lead end-to-end ML platform architecture, data pipelines, and scalable models. You will guide a cross-disciplinary team of engineers and ML experts to deliver calibrated predictions, robust evaluation, and cost-aware serving.

The role emphasizes production ML ownership, performance marketing and ad-tech modeling, and strong Python tooling within a multi-store data ecosystem.