Staff ML Engineer — Production ML Systems (Remote)

Prodege, LLC; El Segundo (CA); On-site; USD 240,000 - 290,000; Full time

Benefits offered by this job

Medical, dental, vision

STD/LTD

Flexible PTO

Paid holidays

Job summary

Prodege, LLC in El Segundo, CA, is seeking a Staff Machine Learning Engineer to own production ML systems from training to deployment. You will build and operate models for ranking, recommendations, personalization, and rewards optimization, impacting revenue and user experience.

You will mentor engineers, collaborate with product and data teams, and advance MLOps practices on a platform handling tens of millions of events daily.

Qualifications

• 6+ years of experience in ML engineering or related fields.
• 3+ years building, deploying, and operating production ML systems.
• Strong experience building production recommendation, ranking, personalization, optimization, or prediction systems.
• Experience working in AdTech, MarTech, Growth, Consumer Products, Marketplace platforms, or adjacent domains.
• Strong software engineering fundamentals with excellent coding skills.
• Demonstrated ability to mentor engineers and influence technical decisions across teams.

Responsibilities

• Design, build, deploy, and maintain production machine learning systems.
• Develop scalable ML solutions across ranking, recommendation, personalization, rewards optimization, ROAS/LTV prediction, and experimentation.
• Improve feature engineering, model performance, inference latency, and operational reliability.
• Design and analyze offline evaluations and A/B experiments to validate business impact.
• Partner with Data Engineering to build reliable data pipelines and feature sets for ML.
• Contribute to MLOps practices including deployment, monitoring, retraining, and model lifecycle management.
• Review code, mentor teammates, and help raise engineering quality across the ML organization.
• Leverage AI-assisted development to accelerate research, prototyping, debugging, documentation, and experimentation.

Skills

6+ years experience ML eng

3+ years production ML

Feature engineering

Offline/online inference

Experimentation & A/B testing

MLOps practices

Mentoring engineers

Job description

Prodege, LLC in El Segundo, CA, is seeking a Staff Machine Learning Engineer to own production ML systems from training to deployment. You will build and operate models for ranking, recommendations, personalization, and rewards optimization, impacting revenue and user experience.

You will mentor engineers, collaborate with product and data teams, and advance MLOps practices on a platform handling tens of millions of events daily.