Machine Learning Research & Engineering Specialist
Core
Develop, implement, and validate machine learning models, training pipelines, inference systems, and supporting infrastructure for an advanced AI training project.
Role type
Senior IC machine learning research & engineering specialist
Builds
Production ML models, training and inference pipelines, and supporting infrastructure
Domain
Artificial Intelligence / Machine Learning Engineering
Deliverable
production ML models
Required skills
Python programming, machine learning model development, training and inference workflows, numerical computing, system optimization, coding agents integration, reproducible implementation, algorithmic debugging
Preferred skills
quantitative reasoning, independent task management
Technologies
Python, command-line tools, machine learning frameworks
Responsibilities
Develop and validate ML models and pipelines; Implement or modify model components and data pipelines; Build reproducible programmatic workflows; Debug numerical and system-level failures; Optimize training and inference for efficiency and throughput; Design and execute tests for correctness; Review and validate ML engineering tasks; Use coding agents in development workflow; Document technical approaches and findings.
