Fullstack Data Scientist, Computer Vision | Berlin, Hybrid
Airteam Aerial Intelligence GmbH
Berlin, Germany
2 days ago
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Role details
Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Experience level
Experienced
Experience required
3 years minimum
Working hours
Regular working hours
Job source
Tech stack
Artificial Intelligence
Computer Vision
Github
Python (Programming Language)
Machine Learning
Object Detection
Software Engineering
Pytorch
Deep Learning
Kubernetes
Data Analytics
Machine Learning Operations
+1 more
Docker
Job description
- Develop and implement computer vision algorithms for 2D-to-3D object detection using drone data
- Integrate ML models into the drone platform together with our drone technology team
- Define and solve data-driven business challenges in cross-functional teams
- Build end-to-end ML pipelines with GCP, Python, Argo, PyTorch and MLflow
- Implement data preprocessing, model training, deployment and monitoring
- Visualize and communicate findings to stakeholders
Requirements
- 3-4 years of hands-on experience in data science/ML, including Computer Vision and Deep Learning
- Experience across the full ML lifecycle, incl. conda and MLflow or comparable tools
- Solid software engineering skills: Python, Git/GitHub, Docker/Kubernetes, cloud platforms
- Strong problem-solving, communication and teamwork skills, plus a willingness to learn new tools quickly
Nice-to-have
- Experience in construction or a related industry
- Experience with our stack: GCP, Vertex AI, PyTorch, Conda, MLflow, GitHub, Argo Workflows
- Experience building and maintaining ML pipelines
Benefits & conditions
- Hybrid work, workations, and remote work by contract
- Modern working space in the heart of Berlin
- 30% contribution towards your pension savings
- Regular team events and workshops
- Flat hierarchies, short communication channels, room for your own ideas
Want to shape the future of construction tech with us? Send us your CV and be part of an innovative, growing tech start-up.
About the company
Airteam is a fast-growing Berlin startup in the German construction industry. As a mid-level Fullstack Data Scientist in our Machine Learning and Insights team, you’ll work on computer vision, drone-based 2D-to-3D object detection and automatic geometry reconstruction, and help shape the future of construction technology.
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