Integrated Projects is hiring a
Machine Learning Scientist/Engineer in United States

Summary

Integrated Projects is seeking a Machine Learning Scientist/Engineer to join their team and automate Scan to BIM processes using advanced machine learning algorithms. The candidate will lead research and development, design and develop novel models, build pipelines, curate data, and collaborate with cross-functional teams.

Requirements

• Advanced Degree: M.Sc. or Ph.D. in Computer Science, Machine Learning, Robotics, or a related field
• Proven track record in applying machine learning to 3D data processing, particularly in the context of Scan to BIM or similar domains
• Strong proficiency in Python and machine learning frameworks (e.g., PyTorch, TensorFlow), as well as experience with point cloud processing libraries and tools
• Experience with cloud services (e.g AWS) is also beneficial

Responsibilities

• Lead the exploration and implementation of machine learning techniques for automating Scan to BIM processes
• Design and develop novel machine learning models and algorithms to extract meaningful information from LiDAR point cloud data
• Build and deploy end-to-end machine learning pipelines, from data preprocessing and feature engineering to model training, evaluation, and deployment
• Design and implement strategies for collecting, annotating, and maintaining high-quality training datasets for various Scan to BIM tasks
• Work closely with software engineers, BIM specialists, and project managers to integrate machine learning solutions into existing workflows

Preferred Qualifications

• Familiarity with building information modeling concepts, classification schemas, and commercial modeling tool APIs (e.g., Revit API, IFC schema)
• Eagerness to stay at the forefront of machine learning research and a drive to solve challenging problems in the real world

Benefits

Healthcare, unlimited PTO, professional development opportunities