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python tensorflow pytorch airflow kafkaπ Description
- Design and build production ML systems powering Reddit experiences.
- End-to-end ML work: research, modeling, deployment, and monitoring.
- Build scalable data and model pipelines with reliability and retraining.
- Improve ranking, recommendations, search relevance, and signals.
- Collaborate with Product, Data Science, Infrastructure, and Engineering teams.
- Work on large-scale datasets influencing user, advertiser value, and outcomes.
π― Requirements
- 3-5+ years of experience building, deploying, and operating ML systems in production
- Strong programming skills in Python, Java, Go, or similar languages
- ML Fundamentals: classic statistical learning to DL architectures
- Hands-on experience with modern ML frameworks (e.g., PyTorch, TensorFlow)
- Experience designing scalable ML pipelines, data processing systems, and model serving infrastructure
- Ability to work cross-functionally and translate ambiguous product or business problems into technical solutions
π Benefits
- Comprehensive healthcare benefits and income replacement
- 401k with employer match
- Global benefits for lifestyle, development, caregiving
- Family planning support
- Gender-affirming care
- Mental health and coaching benefits
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