Luminate is looking to solve the problem of developing models and tools to be deployed into production systems and defining frameworks to measure and improve data quality standards in the entertainment industry, specifically in music and film/TV products.
Requirements
- An advanced degree (MS or Ph.D.) in Computer Science, Engineering, Statistics, or a related field, or equivalent practical experience.
- 5+ years of professional experience focused on building and shipping production-level AI/ML systems.
- Have a deep, foundational knowledge of how LLMs work.
- Expert-level proficiency in Python and its ecosystem and deep experience with AI/ML frameworks (such as LangChain, ai, and PyTorch).
- Hands-on experience deploying and managing models in a major cloud environment (AWS preferred), coupled with deep familiarity with modern data platforms like Snowflake.
- Possess an intuitive feel for writing elegant, efficient, and effective code.
- Experience building autonomous AI agents or multi-agent systems.
Responsibilities
- Design, build, and deploy robust, scalable machine learning models that power core product features.
- Take full ownership of the model development process, including data sourcing and feature engineering, model training and validation, testing, and deployment.
- You will design and implement monitoring, logging, and alerting to ensure model performance, reliability, and health in a live environment.
- Collaborate closely with Product, Engineering, and Design teams to define the art of the possible.
- Champion and implement best practices for AI/MLOps, including model versioning, automated training pipelines, and CI/CD for machine learning, to improve the velocity and quality of our AI development.
- Evaluate new tools, papers, and techniques to keep our products ahead of the curve.
- Stay on the absolute bleeding edge of AI
Other
- An advanced degree (MS or Ph.D.) in Computer Science, Engineering, Statistics, or a related field, or equivalent practical experience.
- 100% paid for Medical / Dental / Vision Insurance, 401K with matching, and Employee Assistance Program (EAP)
- Hybrid Work - 4 In-Office Working days (Monday, Tuesdays, Wednesdays, Thursdays) with flexibility to WFH when needed
- Flexible Time Away / Time Off - You are empowered to do the things you enjoy outside of work too
- Applicants must be authorized to work for any employer in the U.S.
