Senior ML Engineer - Real-Time Engine Optimization

Roblox; San Mateo (CA); On-site; USD 192,890 - 238,520; Full time

Job summary

A leading gaming platform is seeking experts in machine learning to enhance real-time optimization and user experience. Candidates will define ML strategies for resource management and solve complex challenges in a dynamic environment. Proficiency in languages like C++, Python, and a solid grasp of systems-level concepts are essential. The role is pivotal in shaping how millions of users engage with the platform, emphasizing low-latency solutions. Join a team committed to creating a safe and enjoyable experience for all.

Qualifications

• Expertise in reinforcement learning for control systems.
• Proficiency in programming languages like C++, Python, Go, or Java.
• Strong understanding of low-latency, systems-level concepts.
• Experience integrating AI/ML into core engineering products.

Responsibilities

• Analyze massive-scale engine performance and user engagement telemetry.
• Design and implement machine learning models for real-time resource management.
• Develop adaptive control systems using ML outputs.
• Collaborate with engineering teams to integrate ML solutions.
• Define the architectural roadmap for ML infrastructure.

Skills

Applied machine learning

Reinforcement learning

Predictive modeling

Real-time optimization

C++

Python

Go

Java

Job description

A leading gaming platform is seeking experts in machine learning to enhance real-time optimization and user experience. Candidates will define ML strategies for resource management and solve complex challenges in a dynamic environment. Proficiency in languages like C++, Python, and a solid grasp of systems-level concepts are essential. The role is pivotal in shaping how millions of users engage with the platform, emphasizing low-latency solutions. Join a team committed to creating a safe and enjoyable experience for all.