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Senior Integrity Operations Specialist – Scaled Abuse
Bumble Inc.Senior Integrity Operations Specialist investigating complex abuse patterns and shaping responses to safety threats at Bumble. Collaborating with cross-functional teams to enhance trust and safety systems.
About the role
Key responsibilities & impact- Lead complex, high-impact investigations into scaled abuse, identifying coordinated networks and behaviours that bypass standard moderation systems
- Document investigation insights and tooling feedback, including observed gaps in policies, workflows, and detection systems, to be shared with cross-functional partners for continuous operational and process improvement
- Assist in creating scalable operational playbooks for new moderation tools and workflows, ensuring consistency and quality in decision-making
- Analyse large datasets to uncover trends in scam, spam, and abuse patterns, conducting root cause analyses to inform prevention strategies
- Support onboarding and development of new specialists by sharing expertise, providing guidance on complex cases, and embedding high standards of operational excellence
- Collaborate with global Trust & Safety and Customer Experience teams to deploy initiatives that improve efficiency, quality, and user outcomes
- Leverage AI tools to enhance investigation speed, pattern detection, and decision quality, while applying human judgment to ensure responsible, fair, and accurate outcomes
Requirements
What you’ll need- Typically requires 3–5 years of experience, though we welcome candidates with alternative backgrounds that demonstrate equivalent skills.
- Proven experience in content moderation or Trust & Safety for a consumer-facing platform, with a focus on complex or scaled investigations beyond one-to-one reporting
- Strong analytical capability, with experience using quantitative and qualitative data to inform decisions, identify trends, and drive operational improvements
- Experience collaborating cross-functionally with teams such as policy, product, and engineering, and influencing outcomes through clear communication and insight
- Demonstrated ability to work independently, take ownership of ambiguous problems, and see initiatives through from insight to impact
- Skilled in building and iterating on processes, with a mindset of continuous improvement and operational excellence
- Comfortable evaluating technical solutions and contributing informed feedback to improve tools and systems
- Experience using or adapting to AI-powered tools to improve workflows, alongside a thoughtful approach to accuracy, bias, and responsible use of AI
- Proficiency in Spanish, French, or another language is a plus
Benefits
Comp & perks- Insurance: Medical/dental/vision, 30-day eligibility
- Unlimited PTO + 1 company-wide week off + Focus Fridays every week
- Fully paid life and long-term disability insurance
- 401k with 4% company match if you contribute 6%, 90-day eligibility
- Monthly wellness benefit and access to Noom, Unmind, and Your Money Line
- Maternity and Fertility benefit + 26 week paid parental leave
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
data analysisroot cause analysiscontent moderationTrust & Safetyquantitative data analysisqualitative data analysisprocess improvementAI toolsscalable operational playbookspattern detection
Soft Skills
analytical capabilitycross-functional collaborationclear communicationindependent workownership of problemscontinuous improvement mindsetoperational excellenceguidance and mentorshipinfluence outcomesdecision-making