Geospatial Data Scientist (Terra) (m/f/x)

Sei unter den ersten Bewerbenden.

Nur für registrierte Mitglieder

Mannheim

EUR 55.000 - 85.000

Sei unter den ersten Bewerbenden.

Vor 3 Tagen

Jobbeschreibung

Geospatial Data Scientist (Terra) (m/f/x)

Department: osapiens Terra

Employment Type: Permanent - Full Time

Location: München

Description

We are creating a new department focused on geospatial analytics in our offices in Munich. This team is specialized in cutting-edge analytics for satellite data developing large-scale machine learning pipelines run on distributed systems.

Our algorithm combines several methods, from deep learning, to custom ML algorithms, and basic statistics. We carefully engineer our methodology to ensure generalization across geographies, robustness, and explainability.

At the core of our product is the proprietary deforestation detection algorithm which monitors thousands of farms every day. We are looking for experts in Geospatial Data Science / Remote Sensing Researchers.

Your Responsibilities

On your typical day, you will:

Design and implement geospatial analytics using state-of-the-art deep learning techniques and statistics
Research cutting-edge methods from Computer Vision and Artificial Intelligence and apply them to remote sensing
Engineer and operationalize prototype-stage methods to full-blown enterprise-grade production systems
Analyze, interpret, and monitor performance from production data analytics pipelines
Translate customer requests and complex regulatory requirements into a algorithmic, data-driven solution
Shape the product and technology roadmap considering your experience in data science and satellite technology

Projects you might take over are:

Use masked autoencoder techniques based to enhance generalization and data efficiency
Improve change detection in time-series image data using supervised and unsupervised Machine Learning methods
Fuse multiple satellite modalities such as SAR, optical, and LIDAR in a streamlined data pipeline to enable near-real-time monitoring

Your Experience

Advanced Remote Sensing Expertise: Distinguished career in cutting-edge remote sensing technology, with demonstrated success navigating the dynamic tech stack and agile methodologies of innovative startups
Multi-Sensor Data Mastery: Extensive project experience leveraging diverse data sources including optical imagery, multi-band SAR, and LiDAR for comprehensive environmental analysis
Exceptional Quantitative Foundation: Intuitive grasp of advanced mathematical concepts including statistical modeling, optimization techniques, linear algebra applications, and algorithmic efficiency
Production-Grade Development Skills: Proven ability to architect, implement, and maintain robust, scalable code (python) that meets enterprise standards while solving complex analytical challenges
Specialized Environmental Application Experience: Valuable background in critical sustainability domains such as deforestation monitoring, forest management, carbon sequestration measurement, supply chain emissions analysis, or precision agriculture technologies
Fluent in English, German is a plus

Join us for this and more...

A purpose-driven mission with and for global industry pioneers tackling complex challenges
Room for creativity through collaborative teamwork and an open communication culture
Flexibility and team bonding with our hybrid work options
Fuel for your growth journey, both personally and professionally
Sustainable mobility options, promoting eco-friendly commuting solutions
Fun team events and outings with our global teams
Inspiring workspaces in Munich, Mannheim, Madrid and beyond