Get AI-powered advice on this job and more exclusive features.

This range is provided by In Technology Group. Your actual pay will be based on your skills and experience — talk with your recruiter to learn more.

Base pay range

Direct message the job poster from In Technology Group

Head of Data, BI, and AI @ In Technology Group.

Job Title: Machine Learning Engineer – Point Cloud & AI Solutions

Location: Birmingham - Remote (occasional travel)

Salary: £50,000 - £90,000 DOE (Very flexible)

About Us

We are a multidisciplinary UK design and modelling team specialising in data-rich models derived from point cloud scans. Our work supports BIM exercises, photogrammetry, digital twin development, high-fidelity visualisation, and scalable portfolio modelling. Our mission is to continuously enhance laser scanning and Scan2BIM workflows using smart, efficient, and AI-driven technologies.

Role Overview

We are seeking a highly skilled Machine Learning Engineer with a strong background in point cloud data processing, 3D spatial modelling, and the development of AI/ML-driven solutions to join our innovation team. This role will focus on automating and enhancing workflows related to Scan2BIM, digital twin creation, and high-resolution visualisation through the integration of machine learning and AI.

Key Responsibilities

• Develop and deploy ML algorithms for processing and interpreting 3D point cloud data (e.g., segmentation, classification, object detection).
• Build AI tools to automate BIM modelling tasks, such as feature extraction, geometry reconstruction, and data labeling.
• Collaborate with designers and modellers to integrate AI solutions into Autodesk Revit, CAD, and game engine pipelines.
• Design and train deep learning models for real-time analysis of photogrammetry and LiDAR data.
• Contribute to the continuous improvement of our Scan2BIM workflows through research, prototyping, and tool development.
• Ensure scalability and robustness of AI/ML pipelines in production environments.
• Stay current with advances in 3D computer vision, BIM automation, and AI in construction technology.

Required Skills & Experience

• Proven experience with point cloud data, including formats such as LAS, E57, PLY, and related toolkits (e.g., PCL, Open3D).
• Strong background in machine learning and deep learning frameworks such as PyTorch, TensorFlow, or Keras.
• Experience with 3D vision techniques including semantic segmentation, shape detection, and scene reconstruction.
• Familiarity with BIM software ecosystems (e.g., Autodesk Revit, Navisworks) and CAD interoperability.
• Programming proficiency in Python, C++, or similar languages used for ML and 3D data handling.
• Understanding of photogrammetry, LiDAR, and reality capture methods.
• Knowledge of ISO 19650, PAS 1192 and BIM Level 2 workflows is a plus.

Nice to Have

• Experience integrating ML models into Unreal Engine or Unity for real-time visualisation.
• Experience with synthetic data generation for training ML models on 3D datasets.
• Publications or personal projects in 3D vision or Scan2BIM automation.

What We Offer

• A chance to work at the forefront of AI and reality capture innovation.
• Collaborative and creative multidisciplinary team environment.
• Flexible working options and supportive company culture.

Seniority level

• Seniority level

  Mid-Senior level

Employment type

• Employment type

  Full-time

Job function

• Job function

  Design, Information Technology, and Analyst

• Industries

  IT Services and IT Consulting, Data Infrastructure and Analytics, and Technology, Information and Media

Referrals increase your chances of interviewing at In Technology Group by 2x

Sign in to set job alerts for “Machine Learning Engineer” roles.

Birmingham, England, United Kingdom 3 weeks ago

Stafford, England, United Kingdom 2 weeks ago

Birmingham, England, United Kingdom 2 weeks ago

Birmingham, England, United Kingdom 1 week ago

Coventry, England, United Kingdom 2 weeks ago

Senior Software Engineer (Contract) - Data Team

Birmingham, England, United Kingdom 2 weeks ago

Worcestershire, England, United Kingdom 3 months ago

Birmingham, England, United Kingdom 1 day ago

Senior Software Engineer - Search Quality (Remote - United Kingdom)

Birmingham, England, United Kingdom 1 day ago

Software Installation and Support Engineer

Worcestershire, England, United Kingdom 3 months ago

Worcestershire, England, United Kingdom 1 month ago

Software Installation and Support Engineer

Worcestershire, England, United Kingdom 1 month ago

West Midlands, England, United Kingdom 1 week ago

Birmingham, England, United Kingdom 1 week ago

Birmingham, England, United Kingdom 2 days ago

West Midlands, England, United Kingdom 1 week ago

Senior Data Backend Engineer (Semantic Business Information) (Remote - United Kingdom)

Birmingham, England, United Kingdom 1 day ago

Senior Data Backend Engineer - Content and Contributor Intelligence (Remote - United Kingdom)

Birmingham, England, United Kingdom 2 weeks ago

Telford, England, United Kingdom 1 month ago

Warwick, England, United Kingdom 5 days ago

We’re unlocking community knowledge in a new way. Experts add insights directly into each article, started with the help of AI.