Senior Backend Software Engineer (User Behavior & Trust & Safety)
Roblox
San Mateo, CA • 14m ago • On-site
Senior
On-site
196,750 - 243,290 USD/yr
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Quick Facts
Role: Senior Backend Software Engineer (User Behavior & Trust & Safety)
Description
You will build backend infrastructure that enables personalized, adaptive safety responses. You will own a low-latency behavioral data layer, a centralized rules-and-inference consequence engine, and a unified backend framework for delivering interventions. You will also unify abuse reporting using LLM-based classification and ML models, while designing for trust, auditability, explainability, and fairness.
Responsibilities
Design and operate a low-latency per-user behavioral data layer aggregating signals (e.g., violation history, in-game reports, behavioral patterns) into a single queryable source of truth
Build and evolve a centralized consequence/decision engine combining deterministic rules with ML risk signals
Create a unified backend framework for delivering safety interventions that product teams can plug into
Consolidate abuse reporting channels into a scalable backend system integrating LLM classification, agentic review workflows, and ML models
Build serving infrastructure with strong explainability and fairness requirements
Own end-to-end delivery: system design, migration, testing, and production operations
Requirements
5+ years of experience building and operating production backend systems at scale
Experience in Go or a comparable statically-typed backend language
Strong experience designing distributed systems and service APIs (RPC/gRPC)
Experience with data modeling for high-throughput event ingestion, caching, and low-latency read paths
Experience building and evolving rules engines, workflow/decision systems, or similar stateful business-logic services
Experience with streaming or batch pipelines feeding an ingestion layer/feature store; comfort partnering with ML engineers
Production operations fundamentals: monitoring, alerting, oncall, capacity planning, and incident response
Benefits
Annual salary range: $196,750–$243,290 USD (actual pay depends on job-related factors)
Eligible for equity compensation and benefits (full-time employees)
Onsite schedule for HQ-based roles: Tuesday, Wednesday, and Thursday; optional presence Monday and Friday
Recruiting accommodations are available for qualifying disabilities or religious beliefs
US work authorization requirements and H-1B sponsorship capability may be limited for certain visa categories.
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