Job Description

Senior Trust & Safety Analyst

Inclusion at Bumble Inc.

Bumble Inc. is an equal opportunity employer and we strongly encourage people of all ages, color, lesbian, gay, bisexual, transgender, queer and non-binary people, veterans, parents, people with disabilities, and neurodivergent people to apply. We're happy to make any reasonable adjustments that will help you feel more confident throughout the process, please don't hesitate to let us know how we can help. In your application, please feel free to note which pronouns you use (For example: she/her, he/him, they/them, etc).

At Bumble, securing our community is a core part of our mission. As a Senior Trust & Safety Analyst within Trust & Safety organization, you'll be part of a highly technical team responsible for investigating abuse patterns, analyzing behavioral signals, and developing scalable detection systems that remove harmful users at speed and scale. You'll work across data, safety, and engineering to discover and shut down attacks from fraud farms to commercial spam to scaled impersonation by transforming raw indicators into productionised proactive enforcement. Your work directly impacts members every day.

What You'll Do:

• Drive platform threat detection and incident response, identifying and closing detection gaps across Bumble Inc products
• Analyze behavioral and system level data to surface emerging abuse patterns and implement scalable mitigation logic
• Collaborate with moderation, policy, and engineering teams to escalate high-risk threats and address systemic vulnerabilities
• Act as a technical lead on abuse detection, providing cross functional insight and guidance on platform safety risks
• Build durable mitigations by developing fingerprinting signals and features that detect abusive behavior at scale
• Investigate incidents and contribute to strategic threat intelligence planning and long-term detection roadmaps
• Maintain and evolve detection coverage across core abuse categories
• Share knowledge through code reviews, documentation, and team collaboration, while communicating impact to stakeholders

Minimum Requirements:

• 4+ years of experience in Trust & Safety, Anti-Abuse, Threat Detection, or a related technical safety domain
• Strong experience with data technologies used in analytics (e.g. MySQL, Kafka, Presto, Pinot, or equivalents)
• Strong proficiency in scripting or programming languages such as Python, Lua or Go
• Proven ability to write, update, and maintain detection rules, algorithms, or mitigation models
• Demonstrated skill in identifying and analyzing emerging abuse tactics, with experience communicating insights to varied audiences
• Familiarity with user fingerprinting, device signal analysis, or behavioral clustering methods
• Experience collaborating cross-functionally with engineers, product teams, moderators, and policy stakeholders
• Comfortable working in ambiguity; able to drive investigations and prioritize effectively in high-pressure environments
• Understanding of threat actors, abuse patterns, and threat intelligence; direct experience remediating abuse or security incidents is a plus

Global Benefits:

• Maven Fertility: $10,000 lifetime benefit for fertility, adoption, abortion care, and more.
• 26 Weeks Parental Leave: For both primary and secondary caregivers.
• Family & Compassionate Leave: Inclusive of domestic violence recovery.
• Unlimited Paid Time Off: Take the time you need.
• Company-wide Week Off: Annual collective rest for the entire company.
• Focus Fridays: No meetings, emails, or deadlinesjust deep work.

Why Join Us?

- New role to expand the team globally in a tight-knit team

- Pushing boundaries to expand high-impact threat detection on platform

- Cross-functionally working with many impactful teams in trust and safety (Data Science, ML, Operations, Product), with insights that impact the future state

- Direct impact on user safety across Bumble by proactively detecting harmful actors and keeping users safe

- Competitive compensation, equity options, and great benefits.

About Us

Bumble Inc. is the parent company of Bumble, Badoo, Bumble For Friends, and Geneva. The Bumble platform enables people to build healthy and equitable relationships, through Kind Connections. Founded by Whitney Wolfe Herd in 2014, Bumble was one of the first dating apps built with women at the center and connects people across dating (Bumble Date), friendship (Bumble For Friends) and professional networking (Bumble Bizz). Badoo, which was founded in 2006, is one of the pioneers of web and mobile dating products. Bumble For Friends is a friendship app where people in all stages of life can meet people nearby and create meaningful platonic connections. Geneva is a group and community app for people to connect based on shared interests.

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