About this role
Airteam is a Berlin-based SaaS startup with an AI-powered cloud platform for roofers and solar planners. As a mid-level Computer Vision Engineer, you'll build 2D-to-3D object detection and automatic geometry reconstruction from drone data. Your work helps roofers and solar planners make informed decisions and drives a climate-neutral product.
Tasks
* Develop and implement computer vision algorithms for 2D-to-3D object detection using drone data
* Integrate ML models into our platform together with the engineering 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
* 2-4 years of commercial experience in data science/ML, including Computer Vision and Deep Learning
* Experience across the full ML lifecycle (preprocessing, training, evaluation, deployment, monitoring), 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
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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
* A goal-oriented, "just do it" mentality
Benefits
* 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
Join Airteam in Berlin to revolutionize drone data with AI! As a Computer Vision Engineer, blend tech innovation with creativity in a dynamic, hybrid work setting. Apply now!