Job offers

Hello! You may not know us yet, so let us start by saying that we are committed to making a positive impact on the environment - good for you, for others, and for future generations.

Our products initiate and support the adaptation of cities to climate change. We can demonstrate how much oxygen a single tree in a city produces, how it cools its surroundings, and identify which urban trees require care. Thanks to our technology, we even know which tree in Poland is the tallest.

We carry out environmental projects with a deeper mission: we acquire, analyse, and deliver data to support climate adaptation and environmental protection. With our fleet of aircraft and sensors, we collect data, analyse it, and provide our clients with unique insights. We work with the public and local government sectors.

We are, among others, the leader of the LifeCoolCity project, funded by the European Commission. This is another mission-driven project of ours, with the main goal of increasing the adaptive capacity of at least 10,000 EU cities. The project catalyses new challenges, which is why we are looking for

Machine Learning Specialist / Deep Learning Engineer

Your tasks will include:

• Designing, training, and analysing machine learning models, particularly neural networks for computer vision tasks,
• Participating in project planning to achieve set objectives,
• Data analysis, including satellite imagery, hyperspectral data, and laser scanning,
• Guiding the direction of ongoing work and suggesting solutions to improve models, e.g., by enhancing data quality, utilising alternative data sources, or applying different neural network architectures,
• Visualising analysis results,
• Providing support to the team in the ML,
• Assisting in the deployment of developed models,

What we require:

• Experience in machine learning and computer vision,
• Proficiency in Python programming,
• Experience with deep learning frameworks (e.g., PyTorch, TensorFlow)
• Practical knowledge and understanding of deep learning algorithms used in computer vision,
• Strong knowledge of mathematics and linear algebra,
• Ability to work collaboratively and share knowledge,
• English proficiency sufficient for reading technical documentation,

Things we welcome:

• Practical knowledge and understanding of deep learning algorithms used in segmentation and object detection on satellite/aerial imagery and digital elevation models,
• Experience with processing huge image data sets,
• Experience with fine-tuning of foundation (e.g. Prithvi-EO, DOFA, Terramind),
• Experience with machine learning models utilising multimodal (simultaneous use of image data with varying spatial and spectral resolution, point clouds, etc.),
• Experience with research or R&D projects,
• Experience working with (geo)spatial data (e.g., raster, vector, point clouds),
• Experience in projects involving environmental data analysis,
• Familiarity with Git, Docker.

What we offer:

• Working in a collaborative and creative team,
• Friendly and relaxed atmosphere in a group of science, technology and nature enthusiasts,
• Flexible working hours,
• Office in the centre of Warsaw,
• Private medical care, Medicover Sport card.

Please send offers containing CV to the email address praca@mggpaero.com

In the subject of the message please include: Work at MGGP Aero.

Please attach the following clause to your application: "I hereby give consent for my personal data included in my application to be processed for the purposes of the recruitment process in accordance with the Regulation (EU) 2016/679 of the European Parliament and of the Council (General Data Protection Regulation)."