About Snorkel
At Snorkel, we believe meaningful AI doesn’t start with the model, it starts with the data.
We’re on a mission to help enterprises transform expert knowledge into specialized AI at scale. The AI landscape has gone through incredible changes since 2015, when Snorkel started as a research project in the Stanford AI Lab, to the generative AI breakthroughs of today. But one thing has remained constant: the data you use to build AI is the key to achieving differentiation, high performance, and production-ready systems. We work with some of the world’s largest organizations to empower scientists, engineers, financial experts, product creators, journalists, and more to build custom AI with their data faster than ever before. Excited to help us redefine how AI is built? Apply to be the newest Snorkeler!
Trust & Safety Associate
Reports to: Sr. Manager of Operations: Fraud, Integrity & Compliance
Location: SF / Remote
About the Role
We are seeking a Trust & Safety Associate to help protect the integrity of our expert contributor ecosystem. Reporting to the Sr. Manager of Operations: Fraud, Integrity & Compliance, you will execute investigations, identify emerging fraud patterns, and support the development of operational controls that safeguard workforce quality and compliance.
You will help ensure that our team of expert contributors (ECs) are who they are, located where they are, and remain compliant with our community guidelines and standards of operation. If you thrive in dynamic environments, excel at investigation and pattern identification, and are motivated by the challenge of the ever-changing threat actor landscape while delivering impact for some of the world’s largest enterprises, we’d love to hear from you.
What You’ll Do
- Investigations & Enforcement: Review suspicious activity, conduct investigations, document findings, and recommend appropriate enforcement actions in accordance with company policies.
- Execute Operational Runbooks: be responsible for running daily operational investigation runbooks to identify fraud and integrity issues in our community.
- Identify Emerging Trends: Identify emerging risk trends and contribute to the development and refinement of operational runbooks that detect and mitigate fraud and integrity risks.
- Cross-Functional Collaboration: Partner with Operations, Expert Supply, Legal, and Product teams to ensure integrity requirements are reflected throughout the contributor lifecycle.
- Vendor Operations: Monitor fraud-prevention vendors, identify gaps in coverage, and provide recommendations to improve detection and enforcement outcomes.
- Reporting & Analysis: Produce reporting on fraud trends, enforcement actions, and operational impact, and support efforts to quantify risk exposure and mitigation opportunities.
What You’ll Bring
- Experience: 2–4 years of experience in Trust & Safety, Fraud Operations, Risk Operations, Investigations, Customer Support Operations, Analytics, or a related operational role.
Curiosity: genuine interest in the evolving fraud landscape.
- Operational mindset: Demonstrated ability to improve operational processes, manage competing priorities, and execute effectively in ambiguous environments.
- Communication skills: ability to clearly articulate project status, risks, and solutions to both technical and non-technical audiences.
- Technical Skills: Comfortable working with data to investigate anomalies and identify trends. Able to write and modify SQL queries independently, leveraging AI tools where appropriate to accelerate analysis.
- Adaptability: thrive in fast-paced, high-growth environments where priorities evolve quickly.
- Analytical Thinking: Ability to identify patterns in large datasets, investigate anomalies, and make sound decisions with incomplete information.
Bonus points for:
- Experience working in data, AI/ML, or enterprise SaaS environments.
- Previous experience in fraud or workforce integrity.
Be Your Best at Snorkel
Joining Snorkel AI means becoming part of a company that has market proven solutions, robust funding, and is scaling rapidly—offering a unique combination of stability and the excitement of high growth. As a member of our team, you’ll have meaningful opportunities to shape priorities and initiatives, influence key strategic decisions, and directly impact our ongoing success. Whether you’re looking to deepen your technical expertise, explore leadership opportunities, or learn new skills across multiple functions, you’re fully supported in building your career in an environment designed for growth, learning, and shared success.
Snorkel AI is proud to be an Equal Employment Opportunity employer and is committed to building a team that represents a variety of backgrounds, perspectives, and skills. Snorkel AI embraces diversity and provides equal employment opportunities to all employees and applicants for employment. Snorkel AI prohibits discrimination and harassment of any type on the basis of race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state, or local law. All employment is decided on the basis of qualifications, performance, merit, and business need.
We will ensure that individuals with disabilities are provided reasonable accommodation to participate in the job application or interview process, to perform essential job functions, and to receive other benefits and privileges of employment. Please contact us to request accommodation.
