Computer Vision Engineer (m/w/d)

Stellenbeschreibung

Do you want to join an innovative startup in the German construction and solar industry? Airteam, a SaaS startup, offers an AI-powered data processing cloud platform for roofers and solar planners. We're looking for a talented mid-level Computer Vision Engineer to be part of our dynamic team. You'll work on cutting-edge projects in computer vision, drone-based 2D to 3D object detection, and automatic geometry reconstruction. Help co-create a digital, climate-neutral product that assists roofers and solar planners in making informed decisions and shape the future of construction technology with us!

Why AIRTEAM?

• Recent Funding: We're excited to announce our latest round of funding, ensuring our stability and growth.
• Impressive Scale: We process roughly 1,500 projects a month, serving a wide range of customers, including renowned names. (check out our website)
• Award-Winning Innovation: Our commitment to innovation has been recognized with prestigious awards in 2023, PV magazine and 2024.
• Comprehensive Benefits Package: Enjoy perks such as fully paid Urban Sports membership, company pension plan, self development budget, and Lunchit vouchers.
• Remote Work Flexibility: We understand the importance of work-life balance and offer the possibility to work remotely by contract.

Tasks

As a Computer Vision Engineer, you will be at the forefront of our technological advancements, working on a variety of exciting tasks and projects:

• Computer Vision Algorithms: Develop and implement computer vision algorithms for 2D to 3D object detection using data from flying drones.
• Technology Integration: Collaborate with our engineering teams to integrate machine learning models into our platform.
• Cross-Functional Collaboration: Work under the supervision of the Head of Machine Learning in a cross-functional team composed of another Machine Learning Engineer, Backend Engineer and dedicated Product Manager to solve business challenges with data driven solutions.
• End-to-End ML Pipelines: Build end-to-end machine learning pipelines using the GCP ecosystem, Python, Argo, PyTorch, MLflow, and other relevant technologies.
• Data Processing & Model Deployment: Implement data preprocessing, model training, deployment, and monitoring.Stakeholder Communication: Visualize and communicate your findings to stakeholders to inform decision-making.

Requirements

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.

Nice to Have:

• Previous experience in the construction or related industry.
• Just do it and goal oriented mentality
• Experience with the technologies of our techstack: GCP, VertexAI, Pytorch, Conda, Mlflow, Github, and Argoworkflows.
• Proven ability to build, deploy, and maintain machine learning pipelines and workflows.

Just send us your CV or the link to your Linkedin profile and our lovely Hazal from People & Culture will get in touch with you.

Kontakt

Airteam Aerial Intelligence GmbH