Applied AI Team Lead - Computer Vision for Vehicle Damage

Monk AI; Paris; On-site; EUR 90,000 - 140,000; Full time

Job summary

Monk is seeking an experienced Applied AI Team Lead (Computer Vision) to join our R&D team in Paris. You will lead a multidisciplinary group of ML engineers and data scientists, shaping the model roadmap and delivering impactful computer vision solutions at scale.

You will drive deep learning research, design end-to-end AI projects from data collection to deployment, and collaborate with Product, Backend, and Infra to ensure production-grade models with robust performance.

Qualifications

• 6+ years of experience in applied Machine Learning / Data Science / Computer vision
• 2+ years leading or mentoring engineers/data scientists
• Strong knowledge of modern deep learning architectures and practices
• Hands-on experience in object detection, instance segmentation, semantic segmentation, and image classification
• Strong Python skills, comfortable writing, reviewing, and optimizing PyTorch code
• Proven ability to solve real business problems with ML and own outcomes
• Comfortable with SQL and working with relational data
• Strong experience with ClearML or NumPy

Responsibilities

• Lead and mentor a small team of ML engineers and data scientists (technical guidance, reviews, best practices, growth)
• Partner with Product and Engineering to shape the model roadmap, and own delivery from problem framing to measurable outcomes
• Drive applied Computer Vision research to improve model accuracy, robustness, and generalization in real-world conditions
• Design, train, and iterate deep learning models (detection, instance segmentation, semantic segmentation, classification)
• Guide datasets construction in contact with data engineering and annotation teams
• Own end-to-end AI projects, from exploration to deployment, monitoring, and retraining lifecycle
• Work closely with Product, Backend, and Infra to ship models to production (API integration, performance, reliability, cost)

Skills

Machine Learning

Computer Vision

Leadership

Python

SQL

Object Detection

Tools

PyTorch

NumPy

ClearML

Job description

Monk is seeking an experienced Applied AI Team Lead (Computer Vision) to join our R&D team in Paris. You will lead a multidisciplinary group of ML engineers and data scientists, shaping the model roadmap and delivering impactful computer vision solutions at scale.

You will drive deep learning research, design end-to-end AI projects from data collection to deployment, and collaborate with Product, Backend, and Infra to ensure production-grade models with robust performance.