Computer Vision Engineer

vor 2 Monaten

Berlin, Berlin, Deutschland Airteam Aerial Intelligence GmbH Vollzeit
About Airteam Aerial Intelligence GmbH

Airteam Aerial Intelligence GmbH is a pioneering SaaS startup in the German construction and solar industry, revolutionizing the way roofers and solar planners make informed decisions. Our AI-powered data processing cloud platform is designed to assist professionals in the industry, and we're looking for a talented Computer Vision Engineer to join our dynamic team.

Job Summary

We're seeking a skilled Computer Vision Engineer to work on cutting-edge projects in computer vision, drone-based 2D to 3D object detection, and automatic geometry reconstruction. As a key member of our team, you'll have the opportunity to co-create a digital, climate-neutral product that shapes the future of construction technology.

Key Responsibilities
  • Develop and implement computer vision algorithms for 2D to 3D object detection using data from flying drones.
  • Collaborate with our engineering teams to integrate machine learning models into our platform.
  • Work under the supervision of the Head of Machine Learning in a cross-functional team to solve business challenges with data-driven solutions.
  • Build end-to-end machine learning pipelines using the GCP ecosystem, Python, Argo, PyTorch, MLflow, and other relevant technologies.
  • Implement data preprocessing, model training, deployment, and monitoring.
  • Visualize and communicate findings to stakeholders to inform decision-making.
Requirements
  • 3-4 years of experience in data science and machine learning, including Computer Vision and Deep Learning.
  • Skilled in the full ML lifecycle: data preprocessing, model training, evaluation, deployment, and monitoring.
  • Expertise with conda environments and MLflow (or similar tools).
  • Proficient in Python, Git/GitHub, Docker, Kubernetes, and cloud platforms.
  • Strong problem-solving abilities with a proven track record of delivering data-driven insights.
  • Excellent communication and teamwork skills.
  • Quick learner, adaptable to new tools, techniques, and challenges.
Preferred Qualifications
  • Previous experience in the construction or related industry.
  • Experience with the technologies of our tech stack: GCP, VertexAI, PyTorch, Conda, MLflow, GitHub, and Argo workflows.
  • Proven ability to build, deploy, and maintain machine learning pipelines and workflows.

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