Principal Machine Learning Engineer (Content Safety)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Principal Machine Learning Engineer (Content Safety): Defining the 3-5 year technical strategy and architectural blueprint for ML-based content moderation with an accent on proactive detection of violative UGC at massive scale. Focus on building high-impact ML systems, implementing CV/VLM architectures, and integrating models into the production backend.
Location: Hybrid in San Mateo, CA (Onsite Tuesday, Wednesday, and Thursday)
Company
Roblox is a global platform that empowers its community to create and share immersive 3D experiences.
What you will do
- Define and lead the multi-year technical vision, architectural strategy, and execution for ML solutions in Content Safety.
- Collaborate with executive-level Product, Data Science, and Policy leaders to prioritize the strategic ML roadmap.
- Oversee the adoption and deployment of innovative techniques such as transfer-learning, self-supervised learning, and LoRA.
- Build end-to-end product solutions, including dataset construction and auto-labeling pipelines.
- Handle backend and integration work (approximately 30-40% of time) to ship solutions into the production stack.
Requirements
- 8+ years of experience designing and operating large-scale ML systems in production.
- Proven track record of setting long-term technical direction for an entire ML domain.
- Deep expertise in Computer Vision (CV) and/or Vision-Language Models (VLMs).
- Expertise in architecting scalable, real-time ML inference services and robust data pipelines.
- Must be based in San Mateo, CA, or able to work onsite Tue-Thu.
- Valid US work authorization is required.
Culture & Benefits
- Opportunity to shape the future of human interaction and digital safety for over 100 million daily users.
- Work environment that values ethical AI, fairness, and transparency.
- Competitive base pay and equity compensation for full-time employees.
- Flexible presence on Mondays and Fridays for office-based roles.
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