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
Fluent English (written and spoken), as our team works internationally (German is a plus, but not required)

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!