Talent.com
Staff Machine Learning Engineer New York, New York, United States; San Francisco, California, U[...]
Staff Machine Learning Engineer New York, New York, United States; San Francisco, California, U[...]Headway • San Francisco, CA, United States
Staff Machine Learning Engineer New York, New York, United States; San Francisco, California, U[...]

Staff Machine Learning Engineer New York, New York, United States; San Francisco, California, U[...]

Headway • San Francisco, CA, United States
11 days ago
Job type
  • Full-time
Job description

Headway’s mission is a big one – to build a new mental health care system everyone can access. We’ve built technology that helps people find great therapists with the first software-enabled national network of providers accepting insurance.

1 in 4 people in the US have a treatable mental health condition, but the majority of providers don’t accept insurance, making therapy too expensive for most people. Headway is building a new mental healthcare system that everyone can access by making it easy for therapists to accept insurance and scale their practice.

Headway was founded in 2019. Since then, we’ve grown into a diverse, national network of over 60,000 mental healthcare providers across all 50 states who run their practice on our software and have served over 1 million patients. We’re a Series D company with over $325m in funding from a16z (Andreessen Horowitz), Accel, GV (formerly Google Ventures), Spark Capital, Thrive Capital, Forerunner Ventures and Health Care Service Corporation.

Join us, and help change mental healthcare for the better.

About the team

The Ranking & Relevance team’s mission is to help every patient find the right provider for their needs. We are building the matching system that powers this connection, from search and discovery to ranking and personalization. Our goal is to combine cutting-edge machine learning with a deep understanding of patient and provider experience.

About the role

We are looking for a Staff Machine Learning Engineer to lead the development of Headway’s ranking and relevance models. You will design and build the systems that decide how patients and providers are matched, using search, recommendation, and personalization to help patients through their care journey. You will set technical direction, build the initial stack, and mentor future ML teammates.

What you’ll do

At Headway, we have built the largest network of therapists who accept insurance in the country. One of our most important challenges is ensuring that patients find the right therapist for them quickly and effectively. To do this, we are investing deeply in search, ranking, and relevance systems powered by machine learning. As a Staff Machine Learning Engineer on the Patient team, you will focus on :

  • Matching and ranking : Design and scale ML models that power how patients discover and connect with providers.
  • Personalization : Use patient signals, provider attributes, and outcomes data to improve matching accuracy.
  • ML infrastructure : Establish the foundation for experimentation, model training, deployment, and monitoring across Headway.
  • Mentorship and technical leadership : Guide junior ML engineers and data scientists as the team grows, setting the bar for ML practices at Headway.
  • Cross-functional impact : Partner with product, engineering, and data science to define success metrics, design A / B experiments, and influence product strategy.

Who you are

  • You have 6+ years of experience in applied ML roles, with at least 1 year working on ranking, relevance, search, or recommender systems.
  • You are fluent in Python and have experience with ML frameworks (TensorFlow, PyTorch, Scikit-learn, CatBoost, etc.).
  • You have taken ML models from research / prototype to production at scale.
  • You are comfortable designing and running A / B experiments, and you know how to choose the right offline and online metrics.
  • You combine product intuition with technical depth. You care about making the patient experience meaningfully better, not just optimizing a model score.
  • Nice to have

  • Experience with matching systems or personalization.
  • Familiarity with modern retrieval techniques (vector search, embeddings, semantic search).
  • Exposure to ML infrastructure such as feature stores, model monitoring, and retraining pipelines.
  • Experience with Metaflow, SageMaker, and Outerbounds.
  • Interview process

  • Initial screen : You’ll connect with someone in recruiting to learn more about the team, Headway’s mission and growth, and to get a better idea of your background.
  • First round : You’ll meet with an engineer on the team to do live coding and learn more about the engineering team.
  • Final rounds : You’ll meet several more team members for technical and non-technical interviews and leave with a fuller picture of what it’s like to work at Headway.
  • References and the offer : We’ll share details including employee equity and messages from excited future team members.
  • Compensation and benefits

    The expected base pay range for this position is $269,790 – $317,400, based on qualifications, experience, and geographic location. In addition to base salary, this role may be eligible for performance-based variable compensation and an equity grant, depending on the position and level.

    Note : We are committed to offering a comprehensive and competitive total rewards package, including health and wellness benefits, retirement savings, and meaningful ownership opportunities through equity.

  • Benefits offered include :
  • Equity compensation
  • Medical, Dental, and Vision coverage
  • HSA / FSA
  • 401K
  • Work-from-Home Stipend
  • Therapy Reimbursement
  • 16-week parental leave for eligible employees
  • Carrot Fertility annual reimbursement and membership
  • 13 paid holidays each year plus a Holiday Break during the week between December 25 and 31
  • Flexible PTO
  • Employee Assistance Program (EAP)
  • Training and professional development
  • We believe a team should reflect the diversity of the problem we’re solving. Headway is committed to inclusion and provides reasonable accommodations for applicants with disabilities. If accommodations are needed to participate in the interview process or employment, please inform the recruiter.

    Headway employees work remotely across the US, with the option to work from offices in New York City, San Francisco and Seattle. Headway participates in E-Verify. To learn more, click here.

    Headway Custom Demographic Questions

    We believe in building a diverse, equitable and inclusive team. Please consider answering the following demographic questions. You may choose “I don’t wish to answer” for any question. Your responses are used in aggregate to improve our process and will not be linked to your application or hiring decision.

    Your responses will not be linked to your specific application and will not be used in the hiring decision.

    #J-18808-Ljbffr

    Create a job alert for this search

    Staff Machine Learning Engineer • San Francisco, CA, United States

    Related jobs
    Machine Learning Engineer, Recommendation

    Machine Learning Engineer, Recommendation

    NewsBreak • Mountain View, CA, US
    Full-time
    Founded in 2015, NewsBreak is the Content Intelligence platform shaping the future content economy.With over 40 million monthly active users, our flagship platform delivers highly personalized loca...Show more
    Last updated: 14 days ago • Promoted
    Staff Machine Learning Engineer

    Staff Machine Learning Engineer

    Aarki • San Francisco, CA, United States
    Full-time
    Aarki is an AI-driven company specializing in mobile advertising solutions designed to fuel revenue growth.We leverage AI to discover audiences in a privacy-first environment through trillions of c...Show more
    Last updated: 30+ days ago • Promoted
    Staff Machine Learning Engineer

    Staff Machine Learning Engineer

    Adobe • San Jose, CA, United States
    Full-time
    Staff Machine Learning Engineer.Adobe Photoshop is seeking a Staff Machine Learning Services Engineer to serve as the technical lead for our Generative AI Services domain.In this high-impact role, ...Show more
    Last updated: 30+ days ago • Promoted
    Staff Machine Learning Engineer

    Staff Machine Learning Engineer

    Hive • San Francisco, CA, United States
    Full-time
    Hive is the leading provider of cloud-based AI solutions to understand, search, and generate content, and is trusted by hundreds of the world's largest and most innovative organizations.The company...Show more
    Last updated: 30+ days ago • Promoted
    Staff Machine Learning Engineer

    Staff Machine Learning Engineer

    Integral Ad Science • San Francisco, CA, United States
    Full-time
    Integral Ad Science (IAS) is a global technology and data company that builds verification, optimization, and analytics solutions for the advertising industry. Staff Machine Learning Engineer.If you...Show more
    Last updated: 21 days ago • Promoted
    Staff Machine Learning Engineer

    Staff Machine Learning Engineer

    Metric Bio • San Francisco, CA, United States
    Full-time
    This range is provided by Metric Bio.Your actual pay will be based on your skills and experience — talk with your recruiter to learn more. Direct message the job poster from Metric Bio.Metric Bio is...Show more
    Last updated: 30+ days ago • Promoted
    Staff Machine Learning Engineer

    Staff Machine Learning Engineer

    scribehow.com • San Francisco, CA, United States
    Full-time
    We're looking for a highly motivated and skilled Staff Machine Learning Engineer to build the future of AI productivity software. You will lead high-impact research and development, drive our core A...Show more
    Last updated: 30+ days ago • Promoted
    Staff Machine Learning Engineer

    Staff Machine Learning Engineer

    Adobe Inc. • San Jose, CA, United States
    Full-time
    Adobe Experience Intelligence Team is looking for a Staff Machine Learning Engineer who will apply AI and machine learning techniques to big-data problems to help Adobe better understand, manage an...Show more
    Last updated: 30+ days ago • Promoted
    Staff Machine Learning Engineer

    Staff Machine Learning Engineer

    Hayden AI • San Francisco, CA, United States
    Full-time
    At Hayden AI, we are on a mission to harness the power of computer vision to transform the way transit systems and other government agencies address real-world challenges.From bus lane and bus stop...Show more
    Last updated: 30+ days ago • Promoted
    Senior Staff Machine Learning Engineer

    Senior Staff Machine Learning Engineer

    Zendesk Group • San Francisco, CA, United States
    Full-time
    San Francisco, California, United States of America.Zendesk’s people have one goal in mind : to make Customer Experience better. Our products help more than 125,000 global brands (AirBnb, Uber, JetBr...Show more
    Last updated: 30+ days ago • Promoted
    Staff Machine Learning Engineer

    Staff Machine Learning Engineer

    Ambience Healthcare, Inc. • San Francisco, CA, United States
    Full-time
    Ambience is developing the most capable AI systems for healthcare and medicine.As healthcare costs soar to 17.US GDP and a projected shortage of 100,000 physicians within the next decade, the need ...Show more
    Last updated: 30+ days ago • Promoted
    Staff Machine Learning R&D Engineer

    Staff Machine Learning R&D Engineer

    Visual Lease • Sunnyvale, CA, United States
    Full-time
    Matterport is leading the digital transformation of the built world.Our groundbreaking spatial computing platform turns buildings into data making every space more valuable and accessible.Millions ...Show more
    Last updated: 30+ days ago • Promoted
    Applied AI / ML Engineer

    Applied AI / ML Engineer

    Catalyst Labs • Menlo Park, CA, US
    Full-time
    Catalyst Labs is a leading talent agency with a specialized vertical in Applied AI, Machine Learning, and Data Science.We stand out as an agency thats deeply embedded in our clients recruitment ope...Show more
    Last updated: 15 hours ago • Promoted • New!
    Senior Staff Machine Learning Engineer

    Senior Staff Machine Learning Engineer

    Rippling • San Francisco, CA, United States
    Full-time
    Rippling gives businesses one place to run HR, IT, and Finance.It brings together all of the workforce systems that are normally scattered across a company, like payroll, expenses, benefits, and co...Show more
    Last updated: 6 days ago • Promoted
    Sr. Staff Machine Learning Engineer

    Sr. Staff Machine Learning Engineer

    GEICO • San Francisco, CA, United States
    Full-time
    Staff Machine Learning Engineer.We are seeking an accomplished Senior Staff ML Engineer who will serve as the technical leader for an AI / Machine learning area. In this individual contributor role, y...Show more
    Last updated: 30+ days ago • Promoted
    Staff Machine Learning Engineer

    Staff Machine Learning Engineer

    Tubi Tv • San Francisco, CA, United States
    Full-time
    Boldly built for every fandom, Tubi is a free streaming service that entertains over 100 million monthly active users.Tubi offers the world's largest collection of Hollywood movies and TV shows, th...Show more
    Last updated: 30+ days ago • Promoted
    Staff Machine Learning Engineer

    Staff Machine Learning Engineer

    Quantcast • San Francisco, CA, United States
    Full-time
    At Quantcast, we're redefining what's possible in digital advertising.As a global Demand Side Platform (DSP) powered by AI, we help marketers connect with the right audiences and deliver measurable...Show more
    Last updated: 8 days ago • Promoted
    Staff Machine Learning Engineer

    Staff Machine Learning Engineer

    PayJoy • San Francisco, CA, United States
    Full-time
    PayJoy is a mission-first financial service provider dedicated to helping under-served customers in emerging markets to achieve financial stability and success. We lend through our patented technolo...Show more
    Last updated: 30+ days ago • Promoted