Computer Vision Engineer (m/f/d) | Berlin, Hybrid

Join; Berlin; Hybrid; EUR 60.000 - 90.000; Vollzeit

Benefits dieser Stelle

Hybrid work

Modern workspace in central Berlin

Team events

Pension contribution

Zusammenfassung

Airteam, a Berlin-based AI-first SaaS startup, is seeking a mid-level Computer Vision Engineer to develop 2D-to-3D object detection from drone data and reconstruct geometry for roofers and solar planners. You will collaborate with cross-functional teams to deploy ML models and build end-to-end pipelines using PyTorch, MLflow, and GCP in a hybrid Berlin work setting.

You should have 2-4 years in data science/ML, strong Python and cloud skills, and excellent teamwork and communication abilities.

Qualifikationen

• 2-4 years of commercial experience in data science/ML, incl. 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).

Aufgaben

• 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.

Kenntnisse

Computer Vision

Deep Learning

ML lifecycle

Python

Git/GitHub

Docker/Kubernetes

Cloud platforms

English fluency

Tools

GCP

Vertex AI

PyTorch

Conda

MLflow

GitHub

Argo Workflows

Jobbeschreibung

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.