Director of AI, Dating Outcomes

Match Group, Inc.$252K — $323K *
Consumer Technology
8 - 10 years of experience
Job Overview by Ladders

Qualifications

  • 10+ years in data science, applied ML, and software engineering, including 6+ years in AI or engineering leadership defining strategy.
  • Proven experience leading real-time personalized recommendation systems with emphasis on relevance, fairness, and scale.
  • Successful track record in scaling ML/AI teams and nurturing technical leaders for sustained growth.
  • Deep technical knowledge in ML, RL, Generative AI, and MLOps, along with strong communication skills.
  • Degree in Computer Science, Machine Learning, or a related quantitative field; PhD is a plus.

Responsibilities

  • Own AI strategy for dating recommendations throughout the user journey, balancing ecosystem tradeoffs.
  • Collaborate with product groups to integrate AI capabilities and influence non-owned roadmap decisions.
  • Guide personalized recommendation systems to enhance match quality and reduce ratings per exchange.
  • Ensure responsible AI practices emphasizing scalability, resilience, and bias evaluation.
  • Build and scale the AI team, fostering leadership and a culture of rigor, inclusion, and performance.
  • Drive execution excellence with predictable delivery and long-term platform investments.

Benefits

  • 401(k) Matching: 100% match of the first 10% of contributions, up to $10,000/year.
  • Annual Learning & Development stipend with free access to Udemy after three months.
  • 100% paid parental leave (20 weeks) for all new parents.
  • Fertility support and stipend for fertility preservation.
  • $100 monthly stipend for dates and free access to Hinge Premium for employees and loved ones.
  • Supportive Employee Resource Groups (ERGs) for various communities.
Full Job Description
About the Role

Most consumer apps treat your attention as the product, optimizing every recommendation and notification to keep you scrolling. Hinge made the opposite bet: our mission is to get people off the app, out on a date, and eventually to delete us entirely. That is not a tagline. It is the actual constraint every AI system we build has to solve against.

The Director of AI, Dating Outcomes owns the hardest version of that problem. You will lead the AI systems at the core of how Hinge connects people: the recommendation engine, the ranking models, and the generative capabilities that help users put their best selves forward. The goal is not engagement, it is outcomes: fewer ratings per exchange, higher quality matches, and more people finding the person they were looking for. Because Hinge does not sell ads or user data, being exceptional at this is our business model. Reporting to the VP of AI, you will set the long-term AI roadmap for one of the company's most influential product areas and build the teams that bring it to life. The problems sit at the intersection of human behavior, sparse real-world signals, and a two-sided ecosystem of people who are not interchangeable, a different kind of ML challenge than most people in this industry have had the chance to work on.

Responsibilities
  • Strategy and Vision: Own the AI strategy for dating recommendations across the full journey, from first candidate to last date. Build the frameworks to reason rigorously through ecosystem tradeoffs where a win for one cohort reshapes another, and set a vision ambitious enough that the org wants to chase it.
  • Cross-Functional and Industry Leadership: Partner closely with other product groups to integrate AI capabilities across the product and shape roadmap decisions you do not own. Communicate honestly with executive leadership on strategy, tradeoffs, and progress. Own budget and investment strategy for the area, and represent Hinge externally through writing, talks, and community.
  • Technical Leadership: Steer real-time, personalized recommendation systems that reduce ratings per exchange and drive better matches. Bring Generative AI to dating outcomes in ways that are differentiated, authentic, and grounded in how people actually connect.
  • Responsible AI: Hold the bar on scalability, resilience, and rigorous evaluation for both performance and bias.
  • Team and Organizational Development: Structure and scale the team for both deep execution and long-horizon bets. Develop emerging leaders, invest in succession across IC and leadership tracks, and build a culture where rigor, inclusion, and performance reinforce one another.
  • Execution Excellence: Drive predictable delivery, balancing urgent risk response with long-term platform investments. Establish scalable operating rhythms for planning, technical reviews, and incident learnings.

What We're Looking For
  • 10 or more years across data science, applied ML, and software engineering, with 6 or more years in AI or engineering leadership defining strategy, not just managing execution.
  • A track record of leading real-time, personalized recommendation systems in production, including the relevance, fairness, and scale tradeoffs that carry real consequences.
  • Demonstrated success scaling ML or AI teams and developing technical leaders who carry the work over years, not a single launch.
  • Deep technical fluency across ML, RL, Generative AI, and MLOps, with the communication skills and executive presence to represent AI strategy at the highest levels of the organization.
  • A degree in Computer Science, Machine Learning, or a related quantitative field. A PhD is a plus, not a requirement.


What Will Set You Apart
  • Experience building AI systems in a two-sided or constrained marketplace, where optimizing for one group shifts outcomes for another and the right answer is rarely obvious.
  • A history of deploying Generative AI thoughtfully in user-facing experiences, not as a trend to follow.
  • External presence through publishing, speaking, or community contribution that reflects genuine intellectual engagement with the field.
  • Prior work in a domain where user outcomes are high-stakes and hard to measure, whether health, education, finance, or something comparably consequential.

$ 252000- $323000 a year

Factors such as scope and responsibilities of the position, candidate's work experience, education/training, job-related skills, internal peer equity, as well as market and business considerations may influence base pay offered. This salary range is reflective of a position based in New York City. This salary will be subject to a geographic adjustment (according to a specific city and state), if an authorization is granted to work outside of the location listed in this posting.

As a member of our team, you'll enjoy:

401(k) Matching: We match 100% of the first 10% of pre-tax 401(k) contributions you make, up to a maximum of $10,000 per year.

Professional Growth: Get an annual Learning & Development stipend once you've been with us for three months. You also get free access to Udemy, an online learning and teaching marketplace with over 6000 courses, starting your first day.

Parental Leave & Planning: When you become a new parent, you're eligible for 100% paid parental leave (20 paid weeks for both birth and non-birth parents.)

Fertility Support: You'll get easy access to fertility care through Carrot, from basic treatments to fertility preservation. We also provide a stipend towards fertility preservation. You and your spouse/domestic partner are both eligible.

Date Stipend: All Hinge employees receive a $100 monthly stipend for epic dates- Romantic or otherwise. Hinge Premium is also free for employees and their loved ones.

ERGs: We have eight Employee Resource Groups (ERGs)-Asian, Unapologetic, Disability, LGBTQIA+, Raices, Women/Nonbinary, Parents -that hold regular meetings, host events, and provide dedicated support to the organization & its community.

About Match Group, Inc.

Match Group, Inc. is an American internet and technology company headquartered in Dallas, Texas. It owns and operates the largest global portfolio of popular online dating services including Tinder, Match.com, Meetic, OkCupid, Hinge, PlentyOfFish,UPWARD, Ship, and OurTime, totalling over 45 global dating companies. The company was owned by parent company IAC and in 2019, the company had 9.283 million subscribers, of which 4.554 million were in North America. Japan is the company's second largest market, after the United States. In July 2020, Match Group became a separate, public company.
Learn more about Match Group, Inc.
Size
2,500 employees
Market Cap
$28,680
Industry
5 Year Trend
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NASDAQ

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