Job
In this role, you will develop computer vision algorithms for 2D-to-3D object detection using drone data, integrate ML models, build ML pipelines, and visualize results for stakeholders.
Job technologies
Your role in the team
- 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.
Our expectations of you
Qualifications
- 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).
- A goal-oriented, 'just do it' mentality.
Experience
- 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.
- 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.
What we offer
- 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.
Benefits
Health, fitness & fun
Topics you will work on
Job locations
About your employer
AIRTEAM is an aerial intelligence platform that uses drone and satellite data in order to rapidly measure, map and inspect properties. At AIRTEAM we transform aerial imagery from drones and satellites with the help of computer vision into industry specific actionable data reports. Our software-as-a-service approach enables customers to receive inexpensive, accurate and regularly updated actionable data from the comfort of the office.
- 2017
- Startup
- Hybrid, Onsite
- Internet, IT, Telecommunication · Construction, Real Estate, Building Services
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