Principal Software Engineer - AI/ML at Hinge Health
San Francisco, CA
About the Job
About the RoleThe Principal Engineer - AI/ML Engineering will guide and accelerate the evolution of Hinge Health’s AI and related Infrastructure initiatives
As a market leader and a pioneer in applying AI/ML to drive member outcomes, Hinge Health has struck the right balance between aggressive technology and member safety and outcomes. As Hinge Health pushes further in establishing itself as an AI thought leader in the healthcare space, this PE will help spearhead our efforts in transforming the industry and not just the domain we operate in
This evolution requires both operational and strategic thinking
Operationally, Hinge Health’s backend systems must continue to deliver world-class availability and data quality through hyper growth scaling in a high-compliance medical business
Strategically, a rapidly-increasing number of loosely-coupled product teams must remain empowered to use and apply the rapidly evolving ML and AI technologies in their products everyday. The AI Platform team is responsible for defining and building reusable AI platform components and guiding the build out of a Data Lake that meets the needs of teams interested in deploying AI solutions across the company
This is an opportunity for a Principal Engineer to be a leader and work cross functionally to provide hands-on expertise in evaluating and evangelizing the use of Large Language Models and Generative AI technologies, integrating them into our production stack with high observability and upleveling our data quality efforts
The ideal candidate thrives in a highly collaborative, cross functional environment and is continually staying abreast of research and technological advancements in the industry.In this role, you will glide between levels of abstraction to foster strong technical alignment, facilitate great technical decision making, and implement elegant solutions to the most complex and high-leverage technical problems
Your pragmatism, collaboration, thoughtfulness, and creative joy will shine through in every gesture, and disproportionately influence the technical culture of a growing engineering team.What You'll AccomplishSolving 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 technologiesBuild 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 spaceHinge Health Hybrid ModelWe believe that remote work and in-person work have their own advantages and disadvantages, and we want to be able to leverage the best of both worlds
Employees in hybrid roles are required to be in the office 3 days/week.Basic QualificationsBachelor’s degree in Computer Science, Engineering, Mathematics or Physics 12+ years of non-internship full time professional software development experience4+ years of experience working on AI and ML related projects4+ years of experience in designing and working in distributed systems based architecture, developing APIs and implementing scalable backend systemsExtensive experience in mentoring and leading junior team members, collaborating effectively with cross-functional teams, and contributing to project planning and decision-makingPreferred QualificationsMaster’s Degree in Computer Science, Engineering, Mathematics or PhysicsExpertise 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 environmentExperience working with Healthcare/Personally Identifiable (PII) Data, and building healthcare compliant (HIPAA) data lakesStrong 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 frontendsExperience with high Availability Systems, with strong point of view about telemetry, self-healing systems, buffers and queues, idempotency, disposability, and multi-tenancyStrong 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 initiativesCompensationThis position will have an annual salary, plus equity and benefits
Please note the annual salary range is a guideline, and individual total compensation will vary based on factors such as qualifications, skill level, competencies, and work location
The annual salary range for this position is $248,000 - $372,000.About Hinge HealthHinge Health is moving people beyond pain by transforming the way it is treated and prevented
Connecting people digitally and in-person with expert clinical care, we combine advanced technology, AI and a care team of experts to guide people through personalized care directly from their phone
Our approach is proven to reduce pain by 68%, prevent 42% of new opioid prescriptions, and avoid more than half of joint replacement surgeries
Available to 18M people, Hinge Health is trusted by leading health plans and employers, including Land O’Lakes, L.L
Bean, Salesforce, Self-Insured Schools of California, Southern Company, City of Boston, US Foods, and Verizon.Learn more at
Visit hingehealth.com/diversity-equity-and-inclusion to learn more about what moves us. Hinge Health is an equal opportunity employer and prohibits discrimination and harassment of any kind
We make employment decisions without regards to race, color, religion, sex, sexual orientation, gender identity, national origin, age, veteran status, disability status, pregnancy, or any other basis protected by federal, state or local law
We also consider qualified applicants regardless of criminal histories, consistent with legal requirements.We provide reasonable accommodations for candidates with disabilities
If you feel you need assistance or an accommodation due to a disability, let us know by reaching out to your recruiter.Workday IDJR952Job type: FULL TIMECategories: Engineering
As a market leader and a pioneer in applying AI/ML to drive member outcomes, Hinge Health has struck the right balance between aggressive technology and member safety and outcomes. As Hinge Health pushes further in establishing itself as an AI thought leader in the healthcare space, this PE will help spearhead our efforts in transforming the industry and not just the domain we operate in
This evolution requires both operational and strategic thinking
Operationally, Hinge Health’s backend systems must continue to deliver world-class availability and data quality through hyper growth scaling in a high-compliance medical business
Strategically, a rapidly-increasing number of loosely-coupled product teams must remain empowered to use and apply the rapidly evolving ML and AI technologies in their products everyday. The AI Platform team is responsible for defining and building reusable AI platform components and guiding the build out of a Data Lake that meets the needs of teams interested in deploying AI solutions across the company
This is an opportunity for a Principal Engineer to be a leader and work cross functionally to provide hands-on expertise in evaluating and evangelizing the use of Large Language Models and Generative AI technologies, integrating them into our production stack with high observability and upleveling our data quality efforts
The ideal candidate thrives in a highly collaborative, cross functional environment and is continually staying abreast of research and technological advancements in the industry.In this role, you will glide between levels of abstraction to foster strong technical alignment, facilitate great technical decision making, and implement elegant solutions to the most complex and high-leverage technical problems
Your pragmatism, collaboration, thoughtfulness, and creative joy will shine through in every gesture, and disproportionately influence the technical culture of a growing engineering team.What You'll AccomplishSolving 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 technologiesBuild 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 spaceHinge Health Hybrid ModelWe believe that remote work and in-person work have their own advantages and disadvantages, and we want to be able to leverage the best of both worlds
Employees in hybrid roles are required to be in the office 3 days/week.Basic QualificationsBachelor’s degree in Computer Science, Engineering, Mathematics or Physics 12+ years of non-internship full time professional software development experience4+ years of experience working on AI and ML related projects4+ years of experience in designing and working in distributed systems based architecture, developing APIs and implementing scalable backend systemsExtensive experience in mentoring and leading junior team members, collaborating effectively with cross-functional teams, and contributing to project planning and decision-makingPreferred QualificationsMaster’s Degree in Computer Science, Engineering, Mathematics or PhysicsExpertise 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 environmentExperience working with Healthcare/Personally Identifiable (PII) Data, and building healthcare compliant (HIPAA) data lakesStrong 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 frontendsExperience with high Availability Systems, with strong point of view about telemetry, self-healing systems, buffers and queues, idempotency, disposability, and multi-tenancyStrong 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 initiativesCompensationThis position will have an annual salary, plus equity and benefits
Please note the annual salary range is a guideline, and individual total compensation will vary based on factors such as qualifications, skill level, competencies, and work location
The annual salary range for this position is $248,000 - $372,000.About Hinge HealthHinge Health is moving people beyond pain by transforming the way it is treated and prevented
Connecting people digitally and in-person with expert clinical care, we combine advanced technology, AI and a care team of experts to guide people through personalized care directly from their phone
Our approach is proven to reduce pain by 68%, prevent 42% of new opioid prescriptions, and avoid more than half of joint replacement surgeries
Available to 18M people, Hinge Health is trusted by leading health plans and employers, including Land O’Lakes, L.L
Bean, Salesforce, Self-Insured Schools of California, Southern Company, City of Boston, US Foods, and Verizon.Learn more at
http://www.hingehealth.comWhat
You'll Love About UsInclusive healthcare and benefits: On top of comprehensive medical, dental, and vision coverage, we offer employees and their family members help with gender-affirming care, tools for family and fertility planning, and travel reimbursements if healthcare isn’t available where you live.Planning for the future: Start saving for the future with our traditional or Roth 401k retirement plan options which include a 2% company match.Modern life stipends: Manage your own learning and developmentDiversity and InclusionWe’re committed to building diverse teams that reflect the communities we serveVisit hingehealth.com/diversity-equity-and-inclusion to learn more about what moves us. Hinge Health is an equal opportunity employer and prohibits discrimination and harassment of any kind
We make employment decisions without regards to race, color, religion, sex, sexual orientation, gender identity, national origin, age, veteran status, disability status, pregnancy, or any other basis protected by federal, state or local law
We also consider qualified applicants regardless of criminal histories, consistent with legal requirements.We provide reasonable accommodations for candidates with disabilities
If you feel you need assistance or an accommodation due to a disability, let us know by reaching out to your recruiter.Workday IDJR952Job type: FULL TIMECategories: Engineering
