Мэтч & Сопровод
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Описание вакансии
TL;DR
Principal Machine Learning Engineer (Content Safety): Defining the technical strategy and architectural blueprint for proactive content moderation at massive scale with an accent on Computer Vision and Vision-Language Models. Focus on building end-to-end ML systems, developing auto-labeling pipelines, and integrating high-impact solutions into the production backend.
Location: Hybrid in San Mateo, CA (Onsite Tuesday, Wednesday, and Thursday)
Company
Roblox is a global platform empowering a community of developers to create immersive 3D experiences to connect a billion people with optimism and civility.
What you will do
- Define and lead the multi-year technical vision and architectural strategy for ML-based content moderation.
- Collaborate with executive leaders in Product, Data Science, and Policy to prioritize the ML roadmap.
- Oversee the adoption of innovative techniques such as transfer-learning, self-supervised learning, and distillation.
- Build end-to-end solutions, including constructing datasets from scratch and creating auto-labeling pipelines.
- Perform backend and integration work (approximately 30-40% of time) to ship models 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).
- Experience architecting real-time ML inference services and robust data pipelines.
- Ability to resolve high-stakes cross-functional conflicts and build consensus among diverse stakeholders.
- Must be based in or able to work from San Mateo, CA.
Culture & Benefits
- Opportunity to solve unique technical challenges at scale for over 100 million daily active users.
- Hybrid work model with optional presence on Mondays and Fridays.
- Comprehensive benefits and equity compensation for all full-time employees.
- Strong commitment to Ethical AI, fairness, and platform civility.
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