Insights Analyst

Outline Global Pty Ltd is seeking an Insights Analyst to turn aerial imagery and LiDAR data into structured, analysis-ready client outputs. The role combines geospatial production, machine learning model development and workflow automation, while supporting quality, delivery and technical guidance across the team.

Responsibilities:

• Prepare and curate training datasets, including labelling, image tagging and quality control of annotations
• Train, fine-tune and evaluate machine learning models that extract features from imagery and LiDAR data
• Run structured experiments to improve model accuracy and efficiency, and help deploy validated models into production
• Digitise and edit features from aerial imagery and LiDAR to client specifications, and review and finalise model-generated outputs
• Manage assigned production tasks end to end, from data preparation through to delivery-ready outputs
• Perform quality assurance and accuracy analysis against ground truth and benchmarks, and investigate data and model issues
• Develop and maintain Python scripts and tools that automate digitising, data preparation and ML workflows, reducing manual effort across our products
• Contribute to the team's R&D program by testing new models, tools and techniques
• Provide day-to-day technical guidance and support to Geospatial Data Technicians
• Support our Customer & Project Success team with technical input, including joining client calls to explain outputs, capabilities and data limitations