Mid Fullstack Data Scientist fmd

Do you want to join an innovative startup in the German construction and solar industry Airteam a SaaS startup offers an AIpowered data processing cloud platform for roofers and solar planners. Were looking for a talented midlevel Fullstack Data Scientist to be part of our dynamic team. Youll work on cuttingedge projects in computer vision dronebased 2D to 3D object detection and automatic geometry reconstruction. Help cocreate a digital climateneutral product that assists roofers and solar planners in making informed decisions and shape the future of construction technology with us!

Tasks

Your responsibilities will include but are not limited to:

• Develop and implement computer vision algorithms for 2D to 3D object detection using data from flying drones.
• Collaborate with our drone technology team to integrate machine learning models into the drone platform.
• Collaborate with crossfunctional teams to define and solve datadriven business challenges.
• Build endtoend 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 your findings to stakeholders to inform decisionmaking.

Requirements

• 34 years of handson experience in data science and machine learning including exposure to Computer Vision and Deep Learning models.
• Proven ability to work across the entire machine learning lifecycle from data preprocessing and feature engineering to model training evaluation deployment and ongoing monitoring. In particular experience with conda environments and MLflow or comparable technologies.
• Experience in software engineering including proficiency in Python Git/Github and understanding of containerization technologies (e.g. Docker and Kubernetes) and cloudbased platforms.
• Strong problemsolving skills and a track record of delivering datadriven insights.
• Strong communication and teamwork abilities.
• Open to new challenges and tasks that may require learning new tools or techniques. Your ability to quickly acquire new skills will be a valuable asset to our team.

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.

Benefits

As an Airteamer you will be part of an ambitious international team working in our modern CoWorking Space in the Heart of Berlin. Our Happiness Ambassadors provide regular team events and workshops. People & Culture is always there for you. Flexibility and trust are very important to us so you have the opportunity for hybrid working and also for workations. Our flat herarchies and short communication channels give you the freedom you need to develop and implement your own ideas. We prioritize the wellbeing of our team members. Thats why we provide each employee with an Urban Sports membership giving you access to a wide range of fitness and wellness facilities throughout the city. We provide a dedicated budget for your continuous learning journey.

Does this sound interesting

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.