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Tech Stack
Tools & technologiesAWSCloudDockerPythonPyTorch
About the role
Key responsibilities & impact- Develop computer vision and machine learning models to support individuals living with dementia
- Help build new technologies to identify staff care, elopement, and physical or behavioural changes
- Train and evaluate models in production on industry-leading data
- Lead the development of new AI Capabilities from inception to initial production deployment
- Design, train, and evaluate state-of-the-art computer vision models for fall detection, staff monitoring, and behavioural analysis
- Work closely with DevOps and Engineering teams to ensure models are performant and scalable
- Partner with Product, Fleet, and DevOps teams to translate clinical needs into technical requirements
- Manage and derive insights from massive datasets of real-world data
- Act as a technical mentor and a bridge between departments
Requirements
What you’ll need- MSc/PhD in a quantitative field OR equivalent professional experience
- Expertise in PyTorch, Python, Web Servers
- Strong proficiency in AWS, WandB, Docker
- Proven ability to research, build, and deploy proof of concept to the Cloud or on the edge
- Proven ability to collaborate with Product and Operations teams.
- Experience presenting technical concepts to non-technical audiences
- Excellent communication skills for presenting research outcomes to various types of stakeholders, including non-technical audiences
- Experience publishing research in top-tier conferences (CVPR, ICCV, ICLR, etc) is valued but not required.
Benefits
Comp & perks- Fully remote
- Competitive salary & benefits, including fully paid employee premiums for Medical, Dental, and Vision
- 401k Program
- Monthly Education, Well-being & WFH stipends
- Non-accrual PTO
- Growth Potential
- Company Retreats
- Medical & Family/Parental Leave
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
Machine LearningComputer VisionModel TrainingModel EvaluationData ManagementProof of Concept DevelopmentResearch Publication
Soft Skills
CollaborationTechnical MentorshipCommunication
Certifications
MSc/PhD in Quantitative Field
