Senior Machine Learning Engineer
Core
Design and deploy LLM techniques, including agentic workflows and toolchain enhancements, to build intelligent, adaptive systems for real-time gameplay and production workflows.
Role type
Senior IC machine learning engineer (gameplay & toolchain)
Builds
Real-time game features, production toolchains, and internal ML-powered workflows
Domain
Video game development, real-time inference, LLMs
Deliverable
production ML models | product features
Required skills
LLM development, agentic workflow design, real-time model optimization, on-device model deployment, gameplay telemetry analysis, Unreal Engine integration
Preferred skills
Smart NPC behavior design, simulation approximation, dynamic environment adaptation, internal tool development
Technologies
LLMs, Unreal Engine, on-device inference frameworks
Responsibilities
Develop and implement ML strategy to enhance workflow and game systems; Design and deploy LLM techniques including agentic workflows; Build pipelines to train on gameplay data and deploy models optimized for real-time inference; Partner with design teams to prototype ML-powered features like smart NPC behaviors; Analyze gameplay telemetry to train models for engagement and retention; Develop internal ML tools to streamline production pipelines.
