Data Scientist - GeoAI

Who you are

You have a strong background in data science, particularly in applying machine learning and deep learning techniques to solve complex problems. Your experience includes developing models for various modalities of data, especially in the context of geospatial analysis. You are proficient in Python and have hands-on experience with deep learning libraries such as PyTorch. Your passion for geographic information systems (GIS) drives you to explore innovative solutions that can address significant global challenges.

You understand the intricacies of working with geospatial datasets and imagery, and you are excited about the potential of AI in this field. You have experience in curating and processing data for deep learning applications, transforming raw data into actionable insights. Your collaborative spirit allows you to work effectively with cross-functional teams, including geospatial analysts and other data scientists, to develop impactful tools and APIs.

Desirable

Experience with remote sensing data and familiarity with ArcGIS will set you apart. You are eager to stay updated with the latest research in spatial data science and are motivated to apply cutting-edge techniques to enhance geospatial analysis. Your ability to communicate complex ideas clearly will help you advocate for innovative approaches within your team.

What you'll do

In this role, you will develop tools and APIs that integrate ArcGIS with popular deep learning libraries, enabling geospatial analysts to leverage advanced AI techniques. You will be responsible for creating foundation models for computer vision and multimodal data, focusing on applications that utilize satellite imagery and other GIS data. Your work will involve authoring and maintaining geospatial data science samples, ensuring they are accessible and useful for other data scientists.

You will curate and preprocess data for deep learning models, transforming it into geospatial information that can drive insights and decision-making. Conducting comparative studies of various deep learning models will be a key part of your responsibilities, allowing you to evaluate and improve the effectiveness of the models you develop. You will also have the opportunity to create AI agents and assistants that can perform various GIS tasks, further enhancing the capabilities of the tools you build.

What we offer

At Esri, you will be part of a team that is at the forefront of geospatial technology and AI. We offer a collaborative work environment where innovation is encouraged, and your contributions will have a direct impact on solving real-world challenges. You will have access to ongoing professional development opportunities, allowing you to grow your skills and advance your career in the exciting field of geospatial AI. Join us in our mission to revolutionize geospatial analysis and make a difference in the world.