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Principal Machine Learning Engineer

Role overview

Summary

This role focuses on defining the architectural vision for machine learning systems that enhance patient care at Hims & Hers. You will drive the development of scalable ML platforms that support personalized treatment and intelligent care delivery, collaborating with various teams to align technical decisions with long-term product strategies.

Qualifications

  • 10+ years of experience in Machine Learning and/or Engineering with technical leadership experience across teams or business areas.
  • Expert-level proficiency in Python and advanced ML frameworks such as PyTorch or TensorFlow.
  • Demonstrated success in designing and evolving ML platforms for production-grade training and deployment.
  • Deep experience in LLMs and NLP, including transformer models and conversational agents.
  • Exceptional communication and cross-org leadership skills to align stakeholders around ML strategy.

Responsibilities

  • Define and drive the architectural vision for ML and LLM systems that support treatment recommendation and intelligent care delivery at scale
  • Establish foundational design patterns and infrastructure practices for scalable and maintainable systems
  • Work hands-on with Python and ML frameworks like PyTorch to prototype and optimize model pipelines
  • Lead cross-functional initiatives to simplify system complexity and improve developer velocity

Key facts

Hard skills

Other skills

  • Communication
  • Leadership

About the company

hims & hers logo

hims & hers

  • Digital Health
  • SME
  • 501–1,000
Hims & Hers Health, Inc. (better known as Hims & Hers) is a multi-specialty telehealth platform building a virtual front door to the healthcare system. We connect consumers to licensed healthcare professionals, enabling people to access high-quality medical care—from wherever is most convenient—for numerous conditions related to sexual health, hair care, mental health, skincare, primary care, and more. With products and services available across all 50 states and Washington, D.C., Hims & Hers is on a mission to help the world feel great through the power of better health. We believe how you feel in your body and mind transforms how you show up in life. That’s why we’re building a future where nothing stands in the way of harnessing this power. We normalize health & wellness challenges—and innovate on their solutions—to make feeling happy and healthy easy to achieve. No two people are the same, so we provide access to personalized care designed for results. At our core, our mission is deeply personal—because we too are customers. In January 2021, the company was listed on the NYSE and is traded under the ticker symbol “HIMS”. To learn more about our brand and offerings, you can visit forhims.com and forhers.com.

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Job description

Hims & Hers is the leading health and wellness platform, on a mission to help the world feel great through the power of better health. We are redefining healthcare by putting the customer first and delivering access to care that is affordable, accessible, and personal, from diagnosis to treatment to delivery. No two people are the same, so we provide access to personalized care designed for results. By normalizing health & wellness challenges and innovating on their solutions, we’re making better health outcomes easier to achieve. 

Hims & Hers is a public company, traded on the NYSE under the ticker symbol “HIMS.” To learn more about the brand and offerings, you can visit hims.com/about and hims.com/how-it-works . For information on the company’s outstanding benefits, culture, and its talent-first flexible/remote work approach, see below and visit www.hims.com/careers-professionals.

About the Role:

How can we use vast amounts of proprietary and internet-scale healthcare data to build systems that enable access to significantly better health care? In this role as Principal Machine Learning Engineer, you will define and drive the architectural vision for large-scale, foundational machine learning models and applications that power care personalization, treatment intelligence, and automation at scale. Your work will directly impact every aspect of patient care, including but not limited to MedMatch, our AI-powered system that enhances provider-patient interactions, optimizes treatment recommendations, and expands into new verticals. This impact will be driven by architecting resilient, scalable, and extensible ML platforms that accelerate product development, unlock intelligent care delivery, and influence long-term ML strategy and engineering practices across teams.

 

You Will:

  • Define and drive the architectural vision for ML and LLM systems that support treatment recommendation, personalization, and intelligent care delivery at scale

  • Establish foundational design patterns and infrastructure practices that ensure systems are scalable, resilient, secure, and maintainable

  • Work hands-on with Python and ML frameworks like PyTorch to prototype, optimize, and guide implementation of complex model pipelines and platform components

  • Align high-impact technical decisions with long-term product strategy by partnering with platform, product, and clinical teams

  • Architect and evolve robust ML infrastructure to support continuous training, real-time inference, evaluation, and observability

  • Lead cross-functional initiatives that simplify system complexity, improve developer velocity, and increase organizational leverage

  • Shape quality strategies across teams by defining standards for testing, observability, performance, and operational risk

  • Mentor senior and staff engineers across squads, supporting their growth as systems thinkers and technical leaders

  • Champion a culture of sustainable speed, system ownership, and architectural clarity across product and platform teams

 

You Have:

  • 10+ years of experience in Machine Learning and/or Engineering, with a strong track record of technical leadership and system architecture across teams or business areas

  • Expert-level proficiency in Python and advanced ML frameworks such as PyTorch or TensorFlo

  • Demonstrated success in designing, scaling, and evolving ML platforms that support production-grade training, deployment, real-time inference, and monitoring

  • Deep experience in LLMs and NLP, including transformer models, summarization, conversational agents, and embedding-based retrieval

  • Advanced understanding of ML infrastructure, including continuous training, system observability, performance optimization, and platform reliability

  • Experience with ML infrastructure tools such as Databricks, MLFlow, SageMaker, or equivalent

  • A Master’s degree or PhD in Computer Science, Machine Learning, or a related field (not strictly required)

  • Exceptional communication and cross-org leadership skills, with the ability to align diverse technical and non-technical stakeholders around ML strategy and long-term architecture

 

Our Benefits (there are more but here are some highlights):

  • Competitive salary & equity compensation for full-time roles

  • Unlimited PTO, company holidays, and quarterly mental health days

  • Comprehensive health benefits including medical, dental & vision, and parental leave

  • Employee Stock Purchase Program (ESPP)

  • 401k benefits with employer matching contribution

  • Offsite team retreats

We are committed to building a workforce that reflects diverse perspectives and prioritizes ethics, wellness, and a strong sense of belonging. If you're excited about this role, we encourage you to apply—even if you're not sure if your background or experience is a perfect match.

Hims considers all qualified applicants for employment, including applicants with arrest or conviction records, in accordance with the San Francisco Fair Chance Ordinance, the Los Angeles County Fair Chance Ordinance, the California Fair Chance Act, and any similar state or local fair chance laws.

It is unlawful in Massachusetts to require or administer a lie detector test as a condition of employment or continued employment. An employer who violates this law shall be subject to criminal penalties and civil liability.

Hims & Hers is committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans in our job application procedures. If you need assistance or an accommodation due to a disability, please contact us at accommodations@forhims.com and describe the needed accommodation. Your privacy is important to us, and any information you share will only be used for the legitimate purpose of considering your request for accommodation. Hims & Hers gives consideration to all qualified applicants without regard to any protected status, including disability. Please do not send resumes to this email address.

To learn more about how we collect, use, retain, and disclose Personal Information, please visit our Global Candidate Privacy Statement.

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