Bumble Inc.

Senior Trust & Safety Analyst

Bumble Inc.

full-time

Posted on:

Origin:  • 🇺🇸 United States

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Salary

💰 $185,000 - $197,500 per year

Job Level

Senior

Tech Stack

GoKafkaLuaMavenMySQLPython

About the role

  • Drive platform threat detection and incident response, identifying and closing detection gaps across Bumble Inc products
  • Analyze behavioural 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 behaviour 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

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 behavioural clustering methods
  • Experience collaborating cross-functionally with engineers, product teams, moderators, and policy stakeholders
  • Comfortable working in ambiguity; able to drive investigations and prioritise effectively in high-pressure environments
  • Understanding of threat actors, abuse patterns, and threat intelligence; direct experience remediating abuse or security incidents is a plus