Role responsibilities
The role involves building and owning the AI platform, orchestration stack, and production systems for computer vision and mapping products. Key duties include developing APIs, managing data pipelines, and ensuring the scalability and reliability of AI job execution.
Requirements
Candidates need a strong software engineering background in backend systems and ML platforms, specifically with Python and AWS. A Master's or PhD in Computer Science or a related field and 3-5 years of experience in deep learning or computer vision are required.
Key skills
Python, AWS, Backend Systems, Data Pipelines, ML Platforms, Distributed Workflows, API Design, Computer Vision, Deep Learning, MLOps, GPU Inference, Cloud Infrastructure, Orchestration, Production Deployment, System Architecture, Observability
Keywords
AI Platform, Computer Vision, Perception, Simulation, Mapping, Orchestration, APIs, Python, AWS, Cloud Infrastructure, Deep Learning, Multimodal AI, GPU Inference, MLOps, Dataset Versioning, Experiment Tracking, Distributed Workflows, Backend Systems, Production Systems, Data Pipelines, Observability, Security Controls, Asynchronous Job Systems, Media-Processing Pipelines, Artifact Handoff, Workflow Control, Scalability, Cost-Awareness, Batch-Processing