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Machine Learning Engineer - Deep Learning Specialist (Computer Vision) at Nearmap
NearmapBarangaroo, NSW, au·10h ago
SeniorFull-timeMachine LearningCI/CDGit
Salary Range
$90,168 - $121,992 /year
This salary is estimated based on similar roles. The actual salary may vary.
We are recruiting a hands-on Machine Learning Engineer with a passion for R&D and strong expertise in applying deep learning techniques to practical computer vision applications. You will work with an incredibly passionate and talented team of Data Scientists and Machine Learning Engineers, and your work will have a real impact on Nearmap products. You will train novel deep learning models that leverage our rich data sets, multiple dates of high-resolution imagery, multi-angle source imagery and 3D textured mesh. You will collaborate closely with other team members to solve various 2D and 3D vision tasks by selecting the model architecture, designing training and evaluation methodologies, generating a suitable dataset, and optimising models for deployment. The released models will run on millions of square kilometres of Nearmap imagery.
Experience in applying deep learning techniques to commercial use cases and non-academic problems is highly valued. We are committed to software best practices including infrastructure as code, GitOps, CI/CD, and as much automation as makes sense. A strong background in 3D modelling is advantageous in this role.
Key Responsibilities
• Design and scope greenfield machine learning projects in collaboration with the team
• Develop and deliver end-to-end solutions to complex technical problems
• Train and optimize deep learning models using our extensive multi-temporal, multi-angle, and 3D imagery datasets
• Participate in technical discussions, code reviews, and knowledge sharing sessions
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About Nearmap
Nearmap is a technology company specializing in aerial imagery and geospatial data solutions, operating at the intersection of geographic information systems (GIS) and digital mapping. Founded in Australia, the company has established itself as a leader in providing high-resolution, frequently updated aerial imagery and 3D data to various industries. By leveraging advanced aerial capture technology and sophisticated data processing, Nearmap delivers accurate, real-world insights that enable businesses and governments to make informed decisions. Its services are designed to transform how organizations visualize, analyze, and interact with their physical environment, particularly in sectors requiring precise spatial data. The company’s primary offerings include high-resolution aerial imagery, 3D models, and geospatial data analytics, all updated multiple times a year to ensure current information. Key features of Nearmap’s platform include automated workflows, customizable data layers, and integration with existing GIS and CAD systems, allowing users to streamline workflows and enhance project efficiency. Target audiences include infrastructure managers, urban planners, real estate developers, and environmental consultants who rely on accurate, up-to-date spatial data for planning, monitoring, and decision-making. Nearmap’s solutions are particularly valuable for projects requiring detailed site analysis, asset management, or regulatory compliance. Nearmap has distinguished itself through its commitment to innovation and data accuracy, serving clients across North America, Australia, and New Zealand. The company’s frequent data updates and advanced aerial capture technology provide a competitive edge, enabling users to access the latest information for critical projects. By combining cutting-edge technology with a deep understanding of geospatial needs, Nearmap has positioned itself as a trusted partner for organizations seeking reliable, actionable insights from aerial data. Its unique value proposition lies in its ability to deliver scalable, high-quality geospatial solutions that drive efficiency and precision in complex industries.
