ML Engineer, II - New AI Initiatives
Core
Building foundational AI development tooling and translating complex business problems into machine learning workflows for autonomous trucking software.
Role type
Senior Machine Learning Engineer (AI Initiatives)
Builds
AI development tooling, data science models, algorithms, and ML workflows for automated trucks
Domain
Autonomous driving / Trucking / Deep Learning
Deliverable
production ML models
Required skills
Deep learning model development, exploratory data analysis, batch inference, embedded deployment, data ingestion, data preparation, data curation, data governance, version control, project leadership, guidelines and standards development for ML deployment
Preferred skills
Experience with frontier technology exploration, resilience in non-production projects
Technologies
Deep learning frameworks, data processing pipelines
Responsibilities
Develop data science models or algorithms using disciplined software development processes; Operate with Data Ops to define and implement ingestion, data preparation, curation, and governance of large data sets; Organize and lead projects guiding less experienced team members; Develop guidelines and standards for analytics and machine learning models and their deployment
Seniority
Senior, hands-on IC with project leadership
