Distinguished Engineer, Machine Learning Systems – Economy
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About This Role
Roblox is seeking a Distinguished Engineer/Technical Director to lead the strategy and technical direction for ML systems, with a focus on large-scale recommendations, infrastructure, and emerging Generative AI applications.
Key ResponsibilitiesAI-extracted
- 1Set the technical direction for ML systems powering core economy experiences: personalization, ranking, generative modeling, and more
- 2Build and evolve infrastructure for training, serving, and evaluating both traditional ML models and Generative AI models
- 3Partner with GenAI teams to explore multi-modal embeddings, avatar generation, and retrieval-augmented generation (RAG) in economic surfaces
- 4Lead efforts to optimize ML system performance: low-latency serving, efficient GPU training, and cost-aware inference strategies
- 5Guide the development of robust ML pipelines, online feature stores, and experimentation platforms that support both predictive and generative use cases
RequirementsAI-extracted
- 10+ years of experience in software engineering or ML infrastructure, with a strong focus on large-scale ML systems
- Deep expertise in building recommendation systems, ranking infrastructure, or real-time personalization engines
- Hands-on experience with Generative AI, such as transformer-based models, LLMs, embeddings, or RAG pipelines
- Proven experience with distributed training, model deployment, and GPU-accelerated workflows
- Strong understanding of ML system architecture: data pipelines, feature stores, inference optimization, experimentation tooling
Perks & BenefitsAI-extracted
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