Roblox is looking to solve the problem of delivering effective performance ads to its users and creating more business value for its advertisers by building large-scale ads machine learning infrastructure.
Requirements
- 5+ years of experience designing, building, and deploying large-scale machine learning systems in production environments.
- 3+ years of experience tech leading ML infrastructure engineers
- Strong communication skills and a collaborative approach to problem solving.
- BS, MS, or Ph.D. in Computer Science, Engineering, or equivalent experience.
Responsibilities
- Lead strategic planning and roadmap execution of scalable production-ready ML systems including model training, data pipelines, feature engineering and model inference.
- Own the architecture, establish engineering best practices of scalability, reliability, and cost-effectiveness of ML infrastructure (e.g., training, serving, feature).
- Mentor and grow a team of machine learning infrastructure engineers, setting strong technical standards and fostering a culture of collaboration and learning.
- Work 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.
- Stay abreast of industry trends in machine learning and infrastructure to ensure the adoption of leading-edge technologies and practices.
Other
- BS, MS, or Ph.D. in Computer Science, Engineering, or equivalent experience.
- Strong communication skills and a collaborative approach to problem solving.
- Roles that are based in an office are onsite Tuesday, Wednesday, and Thursday, with optional presence on Monday and Friday (unless otherwise noted).
- Roblox provides equal employment opportunities to all employees and applicants for employment and prohibits discrimination and harassment of any type without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws.
