[Remote] AI Automation Engineer

Note: The job is a remote job and is open to candidates in USA. Envision Technology Solutions is seeking an AI Automation Engineer to automate sensor-data and annotation workflows. The role also trains, evaluates, and supports deployment of computer vision and perception models, while improving dataset and annotation quality.

Responsibilities

• Build automation for sensor-data ingestion, curation, sampling, annotation preparation, validation, and release
• Train, fine-tune, evaluate, and support deployment of machine learning models for computer vision or perception use cases
• Design camera and LiDAR data collection and ground truth generation pipelines
• Define annotation guidelines, acceptance criteria, and automated checks for label completeness, consistency, and accuracy
• Analyze labeling defects and model-error patterns, then implement corrective actions and measurable quality improvements
• Create reporting for dataset health, annotation quality, model performance, and workflow throughput
• Collaborate with data engineering, annotation operations, quality, and AI teams

Skills

• Demonstrated experience training, fine-tuning, and deploying machine learning models
• Demonstrated experience generating and managing camera and LiDAR sensor datasets for perception or machine learning applications
• Experience designing data collection pipelines and ground truth generation workflows
• Demonstrated experience in data annotation and quality assurance for autonomous systems or computer vision projects
• Demonstrated ability to define annotation guidelines, identify labeling defects, and deliver measurable improvements in dataset accuracy
• Strong Python skills and experience automating data validation, model evaluation, and machine learning workflows
• Understanding of computer vision datasets, model metrics, experiment tracking, version control, and deployment practices

Company Overview

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