Machine Learning Engineer II
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Job Description
Machine Learning Engineer working on data heavy ML projects that influence Ad business at MobilityWare. Focused on model training and collaboration with Engineering teams.
Responsibilities:
- Train and evaluate ML/AI models using proven libraries, focus on delivery in short cycles of improvement
- Analyze large scale AdTech datasets across multiple sources and tables to understand patterns and opportunity areas.
- Build and maintain data processing pipelines that generate features consistently and reproducibly.
- Retrain and improve existing models by introducing new models and suggesting new features, adapting to shifting market dynamics.
- Communicate tradeoffs, explain model behavior and align on milestones and rollout plans with other Engineering teams and PM.
- Contribute production quality code: tests, reviews, documentation and best practices.
Requirements:
- Bachelor’s degree in Computer Science, Computer Engineering
- 3+ years of industry experience in ML engineering / Data Science / Applied ML (or equivalent) with AI/ML model training
- Strong coding skills in Python and SQL, experience building ML/AI models for optimization / prediction problems using standard libraries.
- Ability to analyze big data and make decisions on Model feature inputs and experience working with online feature stores. Comfortable working with large datasets and multi table joins.
- Solid understanding in feature engineering and how feature choices affect model performance
- Ability to execute with some guidance, strong critical thinking and clear communication.
Benefits:
- We offer medical (100% paid option), dental (100% paid), vision (100% paid), unlimited PTO/Vacation, life insurance (100% paid), and a 401K with competitive contribution.
- Annual, all-inclusive company trip for you and a guest. Previous destinations include Hawaii, a Mexican Riviera Cruise, Las Vegas and Los Cabos!
- In the office we offer things like free lunch, free snacks, and free drinks.
- Casual workplace that includes a relaxed dress code, plus a newly remodeled office in the heart of Irvine.
- Growth, growth, growth - we are growing, and we would love for you to join us on the ride.
- Annual Game Jam to show off your creative chops!
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