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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in developing and deploying computer vision and machine learning models, particularly for applications in dementia care. Strong ability to collaborate across teams and communicate complex technical concepts to diverse stakeholders.
Highest-signal resume keywords
Computer Vision Model DevelopmentMachine Learning ExpertiseProficiency in PyTorchStrong AWS SkillsExcellent Communication Skills
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Machine LearningComputer VisionModel TrainingModel EvaluationData ManagementProof of Concept DevelopmentResearch Publication
Soft Skills
CollaborationTechnical MentorshipCommunication
Tools & Technologies
PyTorchPythonAWSWandBDocker
Certifications & Qualifications
MSc/PhD in Quantitative Field
Industry Keywords
Dementia CareFall DetectionStaff MonitoringBehavioural AnalysisCloud Deployment
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