Roblox24.10.2025
Principal Machine Learning Infrastructure Engineer, Ads & Discovery
Зарплата не указана
San Mateo
Обязанности
- 01Build scalable, reliable, and high-performance infrastructure that powers ML systems across the organization
- 02Co-design models and systems, working at the intersection of model architecture and ML infrastructure
- 03Partner with core modelers, data and AI infrastructure engineers, and product teams to push the boundaries of large-scale training and serving
- 04Investigate model, data, and systems tradeoffs end to end—from data pipelines and distributed training to low-latency inference and production serving
- 05Design efficient KV-cache strategies, applying pruning and quantization, optimizing GPU utilization and memory efficiency, and developing custom kernels where needed
- 06Lead strategic planning and roadmap execution of scalable production-ready ML systems including model training, data pipelines, feature engineering and model inference
- 07Own the architecture, establish engineering best practices of scalability, reliability, and cost-effectiveness of ML infrastructure
- 08Work closely with data scientists, ML engineers, platform teams, and product stakeholders to design, implement, and operate robust ML platforms that accelerate model development and deployment
- 09Stay abreast of industry trends in machine learning and infrastructure to ensure the adoption of leading-edge technologies and practices
Требования
- 015+ years of experience designing, building, and deploying large-scale machine learning systems in production environments
- 023+ years of experience tech leading ML infrastructure engineers
- 03Strong communication skills and a collaborative approach to problem solving
- 04BS, MS, or Ph.D. in Computer Science, Engineering, or equivalent experience
Условия
- 01Annual Salary Range $295,250 — $345,040 USD
- 02Eligible for equity compensation and benefits
- 03Onsite Tuesday, Wednesday, and Thursday, with optional presence on Monday and Friday