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Machine Learning Engineering Manager - Ads Engagement Modeling - Reddit
ML Engineer
Lead a high‑performing ML team building scalable ads engagement models using Python, TensorFlow, and AWS, driving data‑driven product decisions and optimizing user experience across the platform.
About the role
Key Responsibilities
- Lead and mentor a cross‑functional ML engineering team, setting technical direction and ensuring high‑quality model delivery.
- Design, develop, and deploy end‑to‑end machine learning pipelines for ads engagement, leveraging Python, TensorFlow, and AWS services.
- Collaborate with product, data science, and infrastructure teams to translate business goals into scalable ML solutions.
- Oversee model monitoring, performance tuning, and continuous improvement to maintain optimal engagement metrics.
- Champion best practices in code quality, documentation, and reproducibility across the ML stack.
Requirements
- 5+ years of experience in machine learning engineering, with a proven track record of leading teams.
- Strong proficiency in Python, TensorFlow/PyTorch, and cloud platforms (AWS).
- Hands‑on experience building production‑grade ML pipelines and deploying models at scale.
- Excellent communication skills and ability to translate complex technical concepts to non‑technical stakeholders.
- Passion for data‑driven product innovation and a collaborative mindset.
Skills
machine learningpythontensorflowaws