Senior Software Engineer, Machine Learning Infrastructure (Tinder LLC, West Hollywood, California)
Summary
Build and maintain ML platform APIs, distributed data pipelines, and recommendation systems for a dating app, while optimizing compute resources and mentoring engineers.
- Build and maintain ML platform APIs
- Build distributed data pipelines and analytics systems
- Conduct technical interviews and support hiring
- Create technical documentation and operational guides
- Deploy and monitor production machine learning systems
- Design and build machine learning infrastructure
- Design feature stores and evaluation systems
- Design recommendation systems and moderation pipelines
- Develop data processing and moderation pipelines
- Diagnose and resolve distributed systems issues
- Implement model evaluation validation and quality assurance
- Maintain machine learning training experimentation and deployment systems
- Mentor junior engineers
- Optimize compute and storage resources
- Research and evaluate ML infrastructure technologies
- Run A B testing frameworks
Perks/Benefits:
- Domestic travel up to 10 percent
- On site meetings and trainings
- Telecommuting permitted