Founding Full Stack Engineer, AI Incubation

Posted Yesterday
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Los Angeles, CA, USA
Hybrid
300K-325K Annually
Senior level
Mobile • Social Media
Match Group is the global dating app leader creating meaningful connections for people around the world.
The Role
Lead technical owner for an AI-focused incubation to build zero-to-one consumer dating products. Design and implement end-to-end frontend and backend experiences, AI-powered systems, cloud infrastructure, instrumentation, and analytics. Partner with product, design, and research to iterate prototypes, pilots, and production features while ensuring reliability, privacy, security, and scalability.
Summary Generated by Built In
Know where you belong!
Match Group is a leading provider of dating products across the globe. Our portfolio includes Tinder, Hinge, Match, Meetic, PlentyOfFish, OkCupid, The League, HER, and others, each designed to spark meaningful connections for singles worldwide. Creating a sense of belonging doesn’t stop at our products - it’s the foundation of every team we hire.
 
When it comes to dating, the connection starts online, but the real magic happens once you meet in real life (IRL).  We think the same is true for creating the best platforms, so we work together IRL 3 days/week.

At Match Group, our mission is to spark meaningful connections for every single person worldwide. Across our portfolio of trusted brands, we help millions of people discover, connect, date, and build relationships in ways that reflect their identities, intentions, cultures, and communities.

We work together to solve complex problems at the intersection of human connection, behavioral science, network economics, AI and ML, safety, privacy, cultural nuance, loneliness, love, sex, and relationships.

As the world’s leading portfolio of dating products, Match Group has a unique opportunity to imagine what comes next for dating — including how emerging technologies can help people feel more understood, more intentional, and more confident as they connect.

The Team

Match Group is building an internal incubation focused on AI-powered dating experiences to redefine the category.

Dating is a deeply human experience, but many of today’s products were built before AI could understand context, intent, nuance, and feedback at scale. We believe there is an opportunity to rethink parts of the dating experience from first principles, combining strong consumer product craft with AI-native systems that help people connect with more confidence, clarity, and trust.

This team will operate like a small startup inside Match Group. We are moving from product hypothesis to prototype to pilot, with the goal of learning quickly from real users and identifying whether there is a new product opportunity that can scale.


The Role

    We’re looking for a Founding Full Stack Engineer, AI Incubation to be the technical owner for this initiative. 

    This is a hands-on, high-ownership role for a Staff/Principal-level engineering leader who can build quickly, make strong technical decisions, and help turn an early product thesis into a working product.

    You’ll work directly on the core experiences users rely on to discover, evaluate, and build meaningful connections. You’ll identify where today’s dating experiences create friction, ambiguity, or low-quality outcomes, and rethink how AI can help create a more useful, trusted, and personalized experience.

    You should be excited by zero-to-one product building: taking an ambiguous opportunity, defining the fastest path to learning, building the first version, putting it in front of users, and iterating based on real behavior.

How you’ll make an impact

  • Build end-to-end product experiences that span frontend applications, backend services, agent workflows, cloud infrastructure, integrations, and internal tooling.

  • Design AI-powered systems that help the product understand user intent, reason about compatibility, personalize recommendations, and improve through feedback over time.

  • Partner closely with product, design, and research to rapidly translate insights into prototypes, pilots, and production-ready features.

  • Use frontier AI tools and modern engineering workflows to compress the path from idea to working product, while maintaining strong technical judgment around reliability, privacy, and scale.

  • Instrument the product with analytics, event tracking, dashboards, and experimentation tools so the team can evaluate engagement, retention, quality, and product-market signal.

  • Improve the reliability, observability, scalability, and performance of the systems and workflows you build.

  • Define the early system architecture and technical roadmap, and serve as a strategic technical thought partner to Match Group leadership.

We could be a match if you:

  • 8+ years of software engineering experience, including experience operating at Staff, Principal, founding engineer, technical lead, or equivalent level.

  • A track record of building and shipping consumer products in fast-moving environments, ideally across zero-to-one, early-stage, or startup contexts.

  • Deep full-stack technical range, with the ability to move independently across product surfaces, backend systems, data architecture, infrastructure, and production operations.

  • Experience with mobile development using React Native, Swift, Kotlin, Flutter, or similar technologies.

  • Experience working with modern AI development workflows and practical experience building AI-powered products used by real users

  • High technical judgment around reliability, privacy, security, observability, maintainability, and scale.

  • Clear communication skills and the ability to serve as a trusted technical partner to product, design, research, engineering, and senior leadership.

  • Strong ownership mindset, with the ability to operate without a large team, detailed specs, or fixed roadmap.

  • High judgment around consumer trust, identity, privacy, and emotionally personal user experiences.

Nice to have:

  • Experience in dating, social discovery, consumer social, messaging, marketplaces, creator platforms, gaming, community products, or subscription-based consumer products.

  • Experience building AI-native consumer products or AI-powered features used by real users.

  • Experience with recommendation systems, ranking systems, personalization, matching, marketplace liquidity, network effects, or consumer discovery systems.

  • Prior experience as a founder, founding engineer, early startup employee, or zero-to-one product builder.

Our Values
  • Take the Lead: We don't ghost our work or each other. Just as users don't leave their matches hanging, we don't let each other down.
  • Move Fast: We have a bias for action and urgency. Something that could be done tomorrow would be better if done today.
  • Better Together: We keep connection at the heart of dating and at the heart of how we work. Just as our users are better when they connect with others, so are we when we collaborate.
  • Real Talk: We say the hard thing the human way. Just as we ask our users to behave with kindness and candor in our community, we expect all of us to do the same.
  • Safety First: We act with integrity, transparency, and consistency so people feel safe—whether they're swiping, matching, or working alongside us.
  • Spark Fun: We have fun to unlock creativity, fuel innovation, and help us build better experiences for daters.
 
Why Match Group?
 
Our mission is simple – to help people find love and happiness! We love our employees too and understand the importance of all life's milestones. Here are some of the benefits we are proud to offer:
 
Mind & Body  Medical, mental health, and wellness benefits to support your overall health and well-being
Financial Wellness  Competitive compensation, 100% employer match on 401k contributions up to 10% (cap at $10,000), as well as an employee stock purchase program to help you feel supported in your financial security
Unplug Generous PTO and 14 paid holidays so you can unplug
Career  Annual training allowance for professional development and ERG membership opportunities and events so you feel connected and empowered in your work
Family Families come in all shapes and sizes so we offer 20 weeks of 100% paid parental leave, fertility, adoption, and child care resources, as well as pet insurance and discounts  
Company Gatherings We host company events where our employees get to know each other and build a sense of connection and belonging!
 
We are proud to be an equal opportunity employer and we value the rich dynamics that diversity brings to our company. We do not discriminate on the basis of race, religion, color, creed, national origin, ancestry, disability, marital status, age, sexual orientation, sex (including pregnancy and sexual harassment), gender identity or expression, uniformed service or veteran status, genetic information, or any other legally protected characteristic.  Period. 
 
If you require a reasonable accommodation to participate in the hiring process — such as during pre-employment testing or interviews — please indicate this by selecting “Yes” in the accommodation request field. We’ll reach out to discuss your needs if you're selected for the interview stage.   
 
#MG

Skills Required

  • 8+ years of software engineering experience, including Staff/Principal or equivalent leadership
  • Track record building and shipping consumer products, ideally zero-to-one or early-stage
  • Deep full-stack expertise across frontend, backend, data architecture, infrastructure, and production operations
  • Experience with mobile development using React Native, Swift, Kotlin, Flutter or similar
  • Practical experience building AI-powered products and working with modern AI development workflows
  • Strong technical judgment around reliability, privacy, security, observability, maintainability, and scale
  • Ability to operate with high ownership in ambiguous, early-stage environments without large teams or detailed specs
  • Clear communication skills and ability to partner with product, design, research, engineering, and leadership
  • High judgment around consumer trust, identity, privacy, and emotionally personal user experiences
  • Experience in dating, social discovery, messaging, recommendation systems, personalization, or marketplace products
  • Prior founder, founding engineer, or early startup experience

Match Group Compensation & Benefits Highlights

The following summarizes recurring compensation and benefits themes identified from responses generated by popular LLMs to common candidate questions about Match Group and has not been reviewed or approved by Match Group.

  • Retirement Support Employer matching on retirement savings and access to an employee stock purchase program are highlighted as standout elements. Feedback suggests this creates strong long-term financial support as part of total rewards.
  • Parental & Family Support Fully paid parental leave, fertility and family-forming support, and childcare resources are emphasized across materials. Feedback suggests these benefits meaningfully support different family needs.
  • Leave & Time Off Breadth Generous PTO, numerous paid holidays, wellness and volunteer time, and other special leave options are consistently described. Feedback suggests the breadth of time-off options helps sustain work-life balance.

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The Company
HQ: Dallas, TX
1,400 Employees
Year Founded: 1995

What We Do

Match Group is home to some of the world’s most popular dating and social discovery apps, including Tinder, Hinge, Match, and more. Match Group’s mission is to spark meaningful connections for every single person worldwide. Our diverse portfolio of apps enables connections across a diverse range of ages, genders, backgrounds, and dating goals. Our services are available in over 40 languages to users all over the world.

Why Work With Us

Match Group is united by a mission to help people find meaningful connections and fight loneliness. We’re not just building products. We’re creating friendships, marriages, and families around the world. Our culture is fueled by purpose, creativity, and a passion for what we can build together.

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