Machine Learning Engineer
Job Description
ICEYE, the global leader in synthetic aperture radar (SAR) satellite operations, is seeking a Machine Learning Engineer to join their Geospatial Machine Learning team in Espoo, Finland. This role focuses on developing automated change detection systems using satellite imagery to identify meaningful changes on Earth's surface. Working in a cross-functional environment, you'll collaborate with Earth observation experts, product managers, and software engineers to build scalable solutions that process and analyze multi-temporal SAR data. The position offers an opportunity to work with cutting-edge technology in Earth observation, contributing to important applications like disaster management, deforestation monitoring, and infrastructure surveillance. ICEYE provides a collaborative, international work environment with over 600 employees from 60 countries, comprehensive benefits, and a strong focus on professional development. The ideal candidate will bring expertise in machine learning, remote sensing, and geospatial data processing, with the ability to translate complex technical requirements into practical solutions that advance Earth observation capabilities.
Responsibilities For Machine Learning Engineer
- Design, implement, and evaluate change detection algorithms using EO data
- Develop and optimize pipelines for data preprocessing, co-registration, and time-series analysis
- Train and validate models for detecting and classifying changes
- Work with large EO datasets and manage them efficiently
- Collaborate with domain experts to translate real-world monitoring needs into algorithmic solutions
Requirements For Machine Learning Engineer
- MSc or PhD in Remote Sensing, Geoinformatics, Computer Science, Earth Sciences, or related fields
- Strong experience in EO image processing
- Proficiency with Python and ML libraries
- Solid understanding of model evaluation and model deployment
- Experience writing unit tests, validating pipelines, and ensuring reproducibility
- Hands-on experience with change detection techniques
- Knowledge of geospatial formats and cloud-based EO data access
Benefits For Machine Learning Engineer
- Occupational healthcare and accident insurance
- Yearly benefit budget for sport, transport, bike benefit, wellness, lunch, etc.
- Phone subscription with iPhone of choice
- Relocation support if needed
- Time for self-development, research, training, conferences, or certification schemes
- Inspiring and collaborating offices and silent workspaces
- Wide variety of coffee, tea, snacks, and sweets
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