Staff Machine Learning Engineer
Cohere Health3 days ago
Responsibilities
- Design, build, and deploy advanced machine learning systems for various use cases.
- Apply statistical and ML techniques to extract insights from healthcare datasets.
- Lead model development across the entire ML lifecycle.
- Develop scalable codebases and ML infrastructure for production use.
- Collaborate with cross-functional teams to translate needs into ML solutions.
- Drive experimentation by defining problem statements and evaluation frameworks.
- Present ML insights and results to technical and non-technical stakeholders.
- Mentor junior engineers on ML best practices and system design.
- Contribute to shaping ML strategy and performance tracking.
Requirements
- Master’s degree in Computer Science, Data Science, Machine Learning, or a related field; PhD preferred.
- 7+ years of experience in applied machine learning or data science.
- Deep expertise in Python and modern deep learning frameworks like PyTorch.
- Hands-on experience with deep learning models for NLP tasks.
- Strong understanding of experimental design and model evaluation.
- Experience with cloud platforms, preferably AWS, across the ML lifecycle.
- Proven ability to collaborate with product and clinical partners.
- Excellent written and verbal communication skills.