Staff Machine Learning Engineer
New
Z
ZipRecruiterOnline employment marketplace
Most US-based positions can also be performed remotelyFull-TimeStaff
Salary205,000 - 265,000 USD per year
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Job Details
- Experience
- 8+ years
- Required Skills
- Machine LearningPyTorchTensorflowSoftware EngineeringA/B testingMLOps
Requirements
- 8+ years of professional experience developing and deploying machine learning models in large-scale production environments.
- Proven track record of architecting and shipping end-to-end ML solutions that serve production traffic at scale.
- Deep domain expertise in Recommendation Systems, Personalization, Ranking & Retrieval, or Interaction Prediction.
- Strong software engineering fundamentals with hands-on expertise using modern deep learning frameworks (PyTorch, TensorFlow).
- Proven experience in technical leadership and mentorship, driving alignment across cross-functional teams.
- Strong background in statistical modeling, online experimentation (A/B testing), and offline metric design.
Responsibilities
- Partner with Engineering and Product Leadership to define and execute the technical vision for recommendation engines and matching algorithms.
- Design and own state-of-the-art ML systems for dynamic interaction prediction, candidate ranking, and retrieval in high-throughput environments.
- Solve complex two-sided marketplace challenges including real-time intent prediction, cold-start problems, and bilateral relevancy.
- Mentor and guide Machine Learning Engineers and Data Scientists to promote technical excellence and rigorous experimentation.
- Drive end-to-end model ownership from exploration and feature engineering through distributed training and real-time latency optimization.
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