111 applicants

Company

Hinge Health · 11 hours ago

Principal Software Engineer - AI/ML

United States

Full-time

Remote

Lead/Staff

$273K/yr - $409K/yr

12+ years exp

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H1B Sponsor Likely

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Responsibilities

Solving for cutting edge use cases in the healthcare domain ranging from improving our computer vision technology to personalizing our digital PT platform using AI/ML technologies

Build a healthcare compliant data lake for hinge health on AWS that meets the needs of our ever growing list of AI/ML solutions.

Leveraging extensive experience and thought leadership, lead the design and architecture of large-scale, company-wide platform projects.

High and widespread confidence to make changes, based on alignment around well-defined principles (cf 12 factor) and clear visualizations (of both present and future states).

Setup scalable production processes to identify drift of ML solutions and intervene at the right moment.

Work collaboratively across science and engineering teams to set up robust AI/ML compute infrastructure for training and evaluation, and real-time services for latency sensitive applications.

Play a defining role in growing the engineering talent, through mentorship and guidance, matching career goals to business objectives, whether from within the company or hiring external talent.

Author thought papers on the use of AI/ML in the healthcare space, present to company leadership as well as the engineering and product organizations and drive the technical vision in the AI/ML engineering space.

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

AI/MLDistributed SystemsData LakeAPI DesignHealthcare ComplianceTechnical Leadership

Required

Bachelor’s degree in Computer Science, Engineering, Mathematics or Physics

12+ years of non-internship full time professional software development experience

4+ years of experience working on AI and ML related projects

4+ years of experience in designing and working in distributed systems based architecture, developing APIs and implementing scalable backend systems

Extensive experience in mentoring and leading junior team members, collaborating effectively with cross-functional teams, and contributing to project planning and decision-making

Preferred

Master’s Degree in Computer Science, Engineering, Mathematics or Physics

Expertise with the AI/ML ecosystems at the PhD level and equally with Product managers and executive leadership teams to ensure iterative progress in a fast-paced environment

Experience working with Healthcare/Personally Identifiable (PII) Data, and building healthcare compliant (HIPAA) data lakes

Strong expertise with distributed Architecture, with deep exposure to API design & versioning, domain-driven design, event-driven systems, and microservices that serve both web and mobile frontends

Experience with high Availability Systems, with strong point of view about telemetry, self-healing systems, buffers and queues, idempotency, disposability, and multi-tenancy

Strong ownership and self-driven, with a passion for making a difference in the healthcare field. The ideal candidate is a self-starter, working to identify opportunities and problems to solve, and match them with technology solutions from the industry, working effectively to address technical risks. At the same time, can work with senior leadership to outline the company’s strategic investments in AI initiatives

Benefits

Comprehensive medical, dental, and vision coverage

Help with gender-affirming care

Tools for family and fertility planning

Travel reimbursements if healthcare isn’t available where you live

Traditional or Roth 401k retirement plan options which include a 2% company match

Modern life stipends

Company

Hinge Health

Glassdoor

3.7

Hinge Health is a digital clinic for joint, and muscle care, pelvic pain, bowel, and bladder control.

Founded in 2015

San Francisco, California, USA

1,001-5,000 employees

http://hingehealth.com

H1B Sponsorship

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Trends of Total Sponsorships

2023 (8)

2022 (24)

2021 (17)

2020 (5)