Description
Reddit is seeking a Machine Learning Engineer to design, build, and deploy industrial-level machine learning models to solve critical problems in ad ranking, bidding, and optimization.
Responsibilities:
- Design, build, and deploy industrial-level machine learning models
- Take full ownership of the ML lifecycle, from ideation and research to building scalable serving systems and maintaining models in production
- Perform systematic feature engineering to transform raw, diverse data into high-quality features that drive model performance
- Work closely with product managers, data scientists, and engineers to translate business challenges into effective ML solutions
- Improve the reliability and stability of our ML systems by building robust monitoring, alerting, and automated retraining pipelines
- Research new algorithms, stay up-to-date with state-of-the-art ML techniques, and contribute to the team’s strategy and roadmap
Requirements:
- Master’s degree, or its foreign degree equivalent, in Computer Science, Robotics, Engineering (any field), or a related quantitative discipline
- Two (2) years of experience in the job offered or in any occupation in related field
Special Skill Requirements:
- PII Data handling
- Kafka Infrastructure
- Data governance
- Batch data pipeline
- SLOs
- Graph service
- ML models
- XGboost
- LLM
- Google Cloud Platform
Benefits:
- Comprehensive Healthcare Benefits and Income Replacement Programs
- 401k with Employer Match
- Global Benefit programs that fit your lifestyle, from workspace to professional development to caregiving support
- Family Planning Support
- Gender-Affirming Care
- Mental Health & Coaching Benefits
- Flexible Vacation & Paid Volunteer Time Off
- Generous Paid Parental Leave