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Senior Machine Learning Engineer
VideaHealth
- Boston, Massachusetts, United States
- Boston, Massachusetts, United States
About
Own the design and implementation of infrastructure for reliable and highly performant deep learning and analytics pipelines with the main focus on the detection and classification of dental conditions from images. Research, prototype, and deploy production‑grade computer vision models (e.g., CNNs, transformers). Play a critical role in defining and executing processes for managing large amounts of data, defining data sampling approaches and performance evaluations. Write traceable, testable, and reproducible code to support FDA/CE‑cleared ML workflows. Collaborate on documentation for 510(k) submissions. Design model monitoring tools for drift detection, explainability, and performance in production. Partner with clinical experts and software engineers to ensure models are safe, effective, and usable in real‑world healthcare environments.
Requirements
Minimum of 4 years of hands‑on development building deep learning models Experience with at least one deep learning framework (e.g., PyTorch, TF, Keras) Strong software development skills including testing (Python) and leading development in a shared codebase Strong communication and collaboration skills
Preferred
M.S. or Ph.D. in Computer Science or related field. Experience in reading & implementing technical research papers Proven track‑record of high quality software development (e.g., on GitHub) Experience in working with medical images or related computer vision problems Experience in Data Analysis (e.g., statistics, performance metrics) Experience working with cloud‑based platforms/providers (e.g., AWS) Leadership/Mentorship experience
What We Offer
Fast‑paced and collaborative work culture in which you can gain experience, grow your technical skills and work on a wide variety of challenges over your time with us Competitive pay, equity and benefits (flexible PTO) Agile organization where being senior translates to being a mentor and role model for others. We lead by example. Technical challenges on the leading edge of innovation where software and machine learning intersect.
Seniority level Mid‑Senior level Employment type Full‑time Job function Engineering and Information Technology #J-18808-Ljbffr
Languages
- English
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