Sr. Anti Abuse Analyst

Reposted 6 Days Ago
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Los Angeles, CA
Hybrid
147K-170K Annually
Senior level
Artificial Intelligence • Machine Learning • Mobile • Other • Social Impact • Software • App development
Hinge is the dating app designed to be deleted.
The Role
Lead the detection of abuse on Tinder, mitigating threats through data insights and improving incident response. Mentor team members and collaborate cross-functionally.
Summary Generated by Built In
Our Mission

Launched in 2012, Tinder® revolutionized how people meet, growing from 1 match to one billion matches in just two years. This rapid growth demonstrates its ability to fulfill a fundamental human need: real connection. Today, the app has been downloaded over 630 million times, leading to over 97 billion matches, serving approximately 50 million users per month in 190 countries and 45+ languages - a scale unmatched by any other app in the category. In 2024, Tinder won four Effie Awards for its first-ever global brand campaign, “It Starts with a Swipe”™"


Our Values

One Team, One Dream
We work hand-in-hand, building Tinder for our members. We succeed together when we work collaboratively across functions, teams, and time zones, and think outside the box to achieve our company vision and mission.

Own It
We take accountability and strive to make a positive impact in all aspects of our business, through ownership, innovation, and a commitment to excellence.

Never Stop Learning
We cultivate a culture where it’s safe to take risks. We seek out input, share honest feedback, celebrate our wins, and learn from our mistakes in order to continue improving.

Spark Solutions
We’re problem solvers, focusing on how to best move forward when faced with obstacles. We don’t dwell on the past or on the issues at hand, but instead look at how to stay agile and overcome hurdles to achieve our goals.

Embrace Our Differences
We are intentional about building a workplace that reflects the rich diversity of our members. By leveraging different perspectives and other ways of thinking, we build better experiences for our members and our team.

The Team and Role
The Tinder Integrity team is responsible for systems, algorithms, and policies that keep Tinder and its members safe. It is a multidisciplinary team of engineers, ML practitioners, product managers, analysts, and policy experts.

Our Anti Abuse team is responsible for proactively identifying, investigating and mitigating scaled abuse and other threats to the integrity of Tinder. The team works cross-functionally to design, build, test, and implement automated detection signals and algorithms that accurately and effectively target bad actors at scale.

Where you’ll work
This is a hybrid role and requires in-office collaboration three times per week (Los Angeles).

In this role, you will:

  • Own and lead detection areas, proactively identifying, investigating, and mitigating scaled abuse threats through data-driven insights, automation, and advanced detection techniques.
  • Lead and improve the on-call incident response process, ensuring efficient triage, escalation, and resolution of emerging threats. Define best practices and enhance automated responses to minimize manual intervention.
  • Monitor and investigate emerging abuse trends, linking anomalous activity to core KPIs and implementing proactive mitigation strategies.
  • Mentor and guide junior team members, sharing technical expertise, developing best practices, and ensuring consistency in detection methodologies.
  • Drive and deliver complex projects, from problem discovery to execution, ensuring measurable impact while continuously iterating on detection systems.
  • Develop scalable, durable and efficient abuse detection systems, optimizing for complexity, precision, and performance while proactively surfacing new abuse tactics and vulnerabilities.
  • Discover and address underlying abuse patterns, leveraging reports and insights from different sources to refine detection strategies and create repeatable engineering solutions.
  • Collaborate with cross-functional partners (Product, Policy, Member Experience, and Engineering) to align detection strategies with broader safety initiatives.

You will need:

  • 5+ years of experience working on complex abuse-adjacent problems such as Trust & Safety, cybersecurity, fraud, or risk, with a strong track record of ownership and impact.
  • Proficiency in Python for automating detection workflows, data manipulation, and analysis
  • Strong command of SQL and experience with big data tools like Spark (or similar frameworks)
  • Hands on experience building and productionizing large-scale detection systems, optimizing for performance and scalability
  • Experience building dashboards or visualizations using Mode, Tableau, or similar tools
  • Deep knowledge of abuse threat actors and evasion tactics, with experience designing scalable, high-precision detection and remediation models.
  • Proven experience leading cross-functional initiatives with Product, Engineering, and customer-facing teams to drive impactful safety improvements.
  • Exceptional communication and presentation skills, especially to executive and non-subject-matter-expert audiences.

Nice to have:

  • BS/MS or equivalent experience in Computer Science, Information Systems, Intelligence Studies, Cybersecurity or related field.
  • Professional experience in creating and maintaining algorithms.
  • Knowledge and familiarity with persistent scaled abuse threat actors.
  • Experience uncovering indicators of abuse and applying creative strategies to mitigate.
  • Experience in leading technical projects and mentoring junior team members.

As a full-time employee, you’ll enjoy:

  • Unlimited PTO (with no waiting period), 10 annual Wellness Days
  • Time off to volunteer and charitable donations matching 
  • Comprehensive health, vision, and dental coverage
  • 100% 401(k) employer match up to 10%, Employee Stock Purchase Plan (ESPP)
  • 100% paid parental leave (including for non-birthing parents), family forming benefits, and Milk Stork, which provides access to breast milk shipping for business travel, surrogacy, and employee relocation
  • Investment in your development: mentorship through our MentorMatch program, access to 6,000+ online courses through Udemy, and an annual stipend for your professional development
  • Investment in your wellness: access to mental health support via Modern Health, and Insight Timer; paid concierge medical membership, pet insurance, fitness membership subsidy, and commuter subsidy
  • Free premium subscriptions for several Match Group apps – including Tinder Platinum!

Commitment to Inclusion

At Tinder, we don’t just accept difference, we celebrate it. We strive to build a workplace that reflects the rich diversity of our members around the world, and we value unique perspectives and backgrounds. Even if you don’t meet all the listed qualifications, we invite you to apply and show us how your skills could transfer. Tinder is proud to be an equal opportunity workplace where we welcome people of all sexes, gender identities, races, ethnicities, disabilities, and other lived experiences. Learn more here: https://www.lifeattinder.com/dei

If you require reasonable accommodation to complete a job application, pre-employment testing, or a job interview or to otherwise participate in the hiring process, please speak to your Talent Acquisition Partner directly.

#Tinder

Top Skills

Mode
Python
Spark
SQL
Tableau
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The Company
New York, NY
305 Employees
Year Founded: 2011

What We Do

In today’s digital world, singles are so focused on sending likes and looking through profiles that they’re not actually building meaningful connections and going on dates. Hinge is on a mission to change that by designing the most effective app experience. We want to create a less lonely world by inspiring intimate, in-person connections. Relationships are at the core of everything we do. And not just the romantic kind. We can't accomplish really hard things alone - so we make great relationships the foundation of our teamwork.

We believe these three core values are what it takes to build those great relationships: Authenticity, we share - never hide - our words, actions, and intentions. Courage, breakthroughs require a willingness to take risks and embrace lofty goals and tough challenges. Empathy, we're all humans first. So we deeply consider the perspectives of others, listen openly, and speak with care.

Why Work With Us

We're mission-driven. While most apps think about boosting sessions and time on app, we think strategically about meaningful end results (dates and relationships).

We're culture-first. We believe in great people over process. Decisions are pushed to the front lines, with feedback and coaching provided by our leaders.

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Hinge Offices

Hybrid Workspace

Employees engage in a combination of remote and on-site work.

Hinge believes in the power of in-person connection. We have adopted a hybrid model that allows our people to stay connected to each other in-person.

Typical time on-site: 3 days a week
New York, NY
Our office is located in the beautiful Meatpacking district. We're steps away from the Whitney Museum of American Art and the High Line and near Chelsea Market. You'll not only fall in love with us, but with our office.

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