about 3 hours ago
Remote, Worldwide or New York, NY, USAMid Level / Senior / Staff+
H1B Sponsor
Base Salary
$150k - $220k/yr
Responsibilities
- Own the research-to-production pipeline for ML models.
- Partner with research scientists to productionize new models.
- Build and extend tooling for model training, evaluation, and deployment.
- Design automated evaluation and quality checks for model releases.
- Optimize models for efficient inference and performance in production.
- Strengthen the build and delivery layer for models across infrastructure.
- Establish consistent benchmarking and validation processes.
- Create feedback loops to improve model performance based on production data.
Requirements
- Strong software engineering fundamentals with proficiency in Python.
- Experience in taking ML models from research to production at scale.
- Understanding of modern deep learning frameworks like PyTorch.
- Experience building ML pipelines and deployment tooling.
- Familiarity with serving and inference optimization techniques.
- Comfort operating across distributed systems and GPU compute.
- Collaborative mindset to partner with researchers and drive results.