Data Scientist (Satellite Imagery)

Описание Planet designs, builds, and operates a constellation of imaging satellites. Its cloud-based platform delivers satellite-derived information to commercial, environmental, and humanitarian sectors.

Задачи • Develop machine learning algorithms and models to extract insights from satellite imagery time series, and maintain and improve existing markers • Take research topics from exploration through production • Own marker results for production AMS deliveries across several EU countries, including running them, reviewing them, and confirming quality before client delivery • Explore and build embeddings-based insight extraction beyond CAP • Use AI agents in daily work and help the team improve its use of them • Co-own the markers codebase with the team • Collaborate to build solutions on the platform and existing data building blocks, and enable partners to extract insights using them • Document and organize work to make it transparent and repeatable • Write internal research reports, public blog posts, and client reports

Требования • 4+ Years of relevant work experience • Bachelor's degree or higher in computer science, data science, or another STEM field • Understanding of machine learning principles, including model validation and performance evaluation techniques • Proficiency in Python and ability to write maintainable, well-documented code • Experience with AI agents and modern machine learning tools • Experience with version control and Git, and comfort working…