Senior Machine Learning Scientist
Posted on 1/13/2023
INACTIVE
Locations
Remote • Dorchester, Boston, MA, USA
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Computer Vision
Natural Language Processing (NLP)
Requirements
- 6+ years of commercial experience working on machine learning projects
- Expertise working with SOTA (ViT, CNN, FCN etc.) and novel DL architectures in Computer Vision
- Strong Experience in at least two of the following CV tasks - classification, object detection, semantic segmentation, instance segmentation, panoptic segmentation
- Experience with NLP
- PhD in machine learning, computer science, statistics, mathematics or similar field
- A publication record in leading AI/ML journals (e.g. CVPR, ICML, MICCAI) and/or patent portfolio
- Strong experience in ML lifecycle components - data engineering, labeling, model training, validation and deployment
- Demonstrable experience with developing models and techniques that have enjoyed industry success
- Passionate about making a lasting positive difference in dental/healthcare
- Competitive Compensation and Equity
- Fully Remote Working Policy for US Based Employees
- 401k plans with a matching program
- Medical, Dental and Vision coverage: 99% employee premium covered, 75% dependent premium covered
- Life and AD+D Insurance
- 8 weeks Paid Parental Leave
- Optional HSA with Employer contribution
- 15 Day PTO policies and company paid holidays
- Annual Learning and Development Stipend
- Work from Home Stipend
Responsibilities
- Design novel architectures and techniques to solidify Overjet's position as the market leading Dental AI vendor
- Demonstrate AI thought leadership via publications in reputable AI and Dental publications and talks at leading conferences
- Propose annotation strategies designed for optimal model performance
- Lead and mentor junior machine learning engineers and raise the ML bar across Overjet
- Work cross-functionally across diverse stakeholders, including product managers, TPMs, customer success, engineering and clinicians
Desired Qualifications
- Experience with creating FDA approved computer vision based products
- Experience with medical imaging
- Experience building models with multi-modal input such as images and text