Staff Machine Learning Engineer developing content and creator classification systems for Patreon’s platform insights. Collaborating across teams to enhance discovery and recommendations for creators and fans.
About the role
- Senior Machine Learning Engineer designing and delivering ML components for CNN's digital transformation. Collaborating with engineers across teams to implement model training and improve performance.
Responsibilities
- Collaborate with software and data engineers across the team as well as other teams throughout CNN.
- Become a recognized subject matter expert related to one or more ML models.
- Design and deliver ML components within our services against product requirements—explore data, identify gaps, and prepare it for machine learning models.
- Implement model training processes on a schedule in production with monitoring and validation to assess model and system performance.
- Communicate effectively across different audiences—whether through technical documentation, code reviews, design reviews, or interactions with stakeholders and adjacent teams.
- Embrace failure as a learning opportunity—use research and experimentation to choose the best solutions that meet company goals, moving autonomously from proof-of-concept to production release.
Requirements
- Bachelor's Degree AND 5+ years of related experience
- 5+ years of industry software engineering experience in one or more languages, preferably with extensive python experience
- 3+ years experience developing and deploying AI/ML products or systems at multiple stages in the product cycle from ideation and proof of concept to deployment, monitoring, and iteration
Benefits
- health insurance coverage
- employee wellness program
- life and disability insurance
- retirement savings plan
- paid holidays and sick time
- vacation
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