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Machine Learning Engineer

In Technology Group
Birmingham
2 weeks ago
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Machine Learning Engineer

Machine Learning Engineer

Machine Learning Engineer

Machine Learning Engineer

Machine Learning Engineer

Machine Learning Engineer

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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 levelMid-Senior level

Employment type

  • Employment typeFull-time

Job function

  • Job functionDesign, Information Technology, and Analyst
  • IndustriesIT Services and IT Consulting, Data Infrastructure and Analytics, and Technology, Information and Media

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