Staff Software Engineer, Risk
Replit
Replit is the agentic software creation platform that enables anyone to build applications using natural language. With millions of users worldwide, Replit is democratizing software development by removing traditional barriers to application creation.
About the role
- Design and implement LLM guardrails that detect abuse scenarios in AI-generated code and agent interactions
- Build AI-powered detection systems that use LLMs to identify malicious patterns, classify threats, and automate response decisions
- Build and operate abuse detection systems that identify phishing, cryptomining, account takeover, and financial fraud across millions of daily user actions
- Design automated response mechanisms that enforce platform policies without manual intervention
- Own the full abuse response lifecycle: detection, investigation, enforcement, and handling appeals alongside Support and Legal
- Analyze attack patterns using BigQuery and Hex, turning investigation findings into new detection rules
- Maintain and extend internal detection tools (Slurper, Netwatch) that continuously monitor user activity
- Integrate and tune security scanners (SAST, SCA) in CI pipelines with tight performance SLAs
- Track abuse trends, measure detection effectiveness, and adapt defenses as attack patterns evolve
- 8+ years of experience in security engineering, anti-abuse, trust & safety, or fraud detection
- Strong programming skills in Python and/or TypeScript for building detection systems and automation
- Experience with SQL and data analysis at scale (BigQuery, Snowflake, or similar)
- Experience building or fine-tuning ML/LLM-based classifiers for security or abuse detection
- Familiarity with prompt injection, jailbreaking, and other LLM-specific attack vectors
- Ability to investigate complex abuse patterns and translate findings into automated defenses
- Familiarity with common attack patterns: phishing infrastructure, account takeover, credential stuffing, resource abuse
- Clear communication skills for working across Security, Support, Legal, and Engineering teams.
- Experience at a platform company dealing with user-generated content or compute abuse (hosting providers, cloud platforms, developer tools)
- Background in fraud detection, payment abuse, or financial crime
- Familiarity with device fingerprinting, IP reputation, and email validation services
- Experience with CI/CD security tooling (SAST, SCA, Dependabot, Snyk)
- Knowledge of container security, Linux internals, or cloud infrastructure (GCP preferred)
- Prior work with abuse reporting pipelines, trust & safety tooling, or content moderation systems
- Languages: Python, TypeScript, Go, SQL
- Data: BigQuery, Hex
- Detection tools: Slurper, Netwatch, Stytch (device fingerprint); ClearOut (email reputation)
- CI/CD Security: Dependabot, Snyk, SAST/SCA scanners
- Infrastructure: GCP, Kubernetes
- Collaboration: Linear, Slack, Zendesk (for abuse reports)
- You prefer deep security research over building operational detection systems
- You want to focus on vulnerability management, pentesting, or bug bounty triage (that's our Security team)
- You're looking for a role with predictable, well-defined problems rather than constantly adapting to adversarial behavior
- You prefer working in isolation rather than partnering closely with Support, Legal, and cross-functional teams
- You're uncomfortable making enforcement decisions that affect real users
Full-Time Employee Benefits Include: Competitive Salary & Equity 401(k) Program with a 4% match (US Only) Health, Dental, Vision and Life Insurance Short Term and Long Term Disability Paid Parental, Medical, Caregiver Leave Flexible Time Off (FTO) + Holidays Commuter Benefits (In-Office Only) Monthly Wellness Stipend Autonomous Work Environment In Office Set-Up Reimbursement (In-Office Only) Quarterly Team Gatherings In Office Amenities (In-Office Only) Want to learn more about what we are up to?
- Meet the Replit Agent
- Replit: Make an app for that
- Replit Blog
- Amjad TED Talk
- Operating Principles
- Reasons not to work at Replit
Vacancy posted 3 days ago
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