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3D Machine Learning Jobs in Toronto, ON (NOW HIRING)

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3D Machine Learning information

What is 3d machine learning?

3D machine learning is a field of artificial intelligence focused on developing algorithms and models that can process and understand three-dimensional data. This includes tasks such as object recognition, scene reconstruction, segmentation, and analysis using 3D data formats like point clouds, meshes, or volumetric grids. Applications of 3D machine learning are found in areas like autonomous driving, robotics, medical imaging, and augmented reality. The field combines techniques from computer vision, deep learning, and geometry processing to interpret complex spatial information.

What are the key skills and qualifications needed to thrive as a 3d machine learning engineer, and why are they important?

To thrive as a 3D Machine Learning Engineer, you need a solid background in computer science, mathematics, and experience with 3D data processing and machine learning algorithms, typically supported by a relevant degree. Expertise in tools and frameworks like Python, PyTorch or TensorFlow, and libraries such as Open3D or PCL is commonly required, along with familiarity with 3D data formats. Strong problem-solving skills, creativity, and effective communication set top performers apart in this role. These skills enable the development of innovative solutions for complex 3D data challenges, which are crucial for advancements in fields like robotics, computer vision, and AR/VR.

What are some common challenges faced by professionals working in 3d machine learning, and how can they be addressed?

Professionals in 3D machine learning often encounter challenges such as handling large and complex datasets, managing high computational requirements, and ensuring model robustness across diverse 3D data types (e.g., point clouds, meshes, voxel grids). Addressing these challenges typically involves using efficient data preprocessing pipelines, leveraging cloud computing or advanced GPU resources, and staying updated with the latest research on 3D data augmentation and model architectures. Collaboration with multidisciplinary teams—including data engineers, computer vision experts, and domain specialists—is also crucial for overcoming technical obstacles and producing practical, scalable solutions.

What is the difference between 3D Machine Learning vs 3D Computer Vision?

Aspect3D Machine Learning3D Computer Vision
Required CredentialsDegree in Computer Science, Data Science, or related fields; knowledge of ML frameworksDegree in Computer Vision, Computer Science, or related fields; experience with image processing
Work EnvironmentResearch labs, AI development teams, tech companiesImaging labs, robotics, autonomous vehicles, tech firms
Industry UsageDeveloping models for 3D data analysis, sensor data integrationProcessing 3D images, object detection, scene reconstruction

While 3D Machine Learning focuses on creating algorithms that learn from 3D data, 3D Computer Vision emphasizes interpreting and analyzing 3D visual information. Both fields often overlap but serve different primary objectives within AI and imaging applications.

What are popular job titles related to 3D Machine Learning jobs in Toronto, ON?

For 3D Machine Learning jobs in Toronto, ON, the most frequently searched job titles are:

What job categories do people searching 3D Machine Learning jobs in Toronto, ON look for?

The top searched job categories for 3D Machine Learning jobs in Toronto, ON are:

3D Machine Learning jobs near you
Infographic showing various 3D Machine Learning job openings in Toronto, ON as of June 2026, with employment types broken down into 1% Internship, 2% As Needed, 27% Full Time, 64% Part Time, 2% Temporary, and 4% Contract. Highlights an 87% Physical, 4% Hybrid, and 9% Remote job distribution.

Heavy Civil Intern

VINCI Construction Grands Projets Canada

Pickering, ON • On-site

CA$23 - CA$27/hr

Other

Posted 27 days ago

Job description

VINCI Construction Grands Projets Canada, a subsidiary of VINCI Construction Grands Projets, part of the VINCI Group, a subsidiary of VINCI Construction Grands Projets, part of the VINCI Group, construction worldwide leader, specialized in the design and construction of major civil engineering and building works in Canada is hiring for a


Heavy Civil Intern


What is the project?

The Pickering Nuclear Generating Station refurbishment program involves designing and building a new deep-water intake in Lake Ontario to improve the plant's cooling system. This will involve:

  • A5 km-long tunnel, built by a pressurized TBM (10.15 m diameter slurry TBM);
  • Two vertical shafts (onshore and offshore);
  • An offshore modular intake structure, resting on the lake bed.


The project is distinguished by its proximity to an active nuclear site, requiring rigorous standards of safety, planning and coordination.


What you will do: 

You will support civil engineering document preparation, estimations, planning materials, and early cost and risk reviews. You will assist with quantity checks, procurement lists, meeting follow‑ups, and create simple visual materials for internal use. 


Concretely, your tasks will be: 

  • Support the preparation of civil engineering documents, basic calculations, and technical notes. 
  • Contribute to estimating activities, quantity checks, and early cost evaluations. 
  • Help compile schedules of values, update risk logs, and draft engineering summaries. 
  • Take part in developing construction planning materials, procurement lists, and initial subcontract documentation. 
  • Attend design coordination meetings and produce follow‑up notes as needed. 
  • Create simple visual content such as charts, diagrams, and overview slides for internal discussions. 
  • Assist with building preliminary schedules and reviewing early project risks 


Your skills: 

  • Currently pursuing a degree in Civil Engineering, Geotechnical Engineering, Construction Management, or a related field 
  • Familiarity with engineering tools such as AutoCAD, Civil 3D, or similar is an asset 
  • Interest in tunneling, heavy civil construction, underground works 
  • Solid analytical, organizational, and problem‑solving abilities 
  • Strong communication skills 
  • Ability to work collaboratively within multidisciplinary teams 

The Mindset We Value: 

  • A desire to contribute to meaningful change 
  • Fresh, innovative thinking 
  • A strong appetite for learning 
  • The ability to adapt and take on new challenges 


Salary range: $23.00/h - $27.00/h


About VINCI Construction Grands Projets Canada:


Subsidiary of the VINCI Group, VINCI Construction Grands Projets Canada is involved in large-scale construction and civil engineering projects in Canada. The headquarter of VINCI Construction Grands Projets Canada is based in Montréal, Québec. We are currently involved in three major construction projects in Ontario valued at several billion Canadian dollars.


  • The construction of the subway line south in Toronto, involving a six-kilometer tunnel and associated excavation work. The project includes the design, construction, and handover of all tunnels (twin tubes of 6 km each), 7 stations (turnkey for: 1 at-grade station and 6 underground stations) and civil engineering works.


  • Extension of the Confederation Line in Ottawa, one of the components of Phase 2 of the city's O-Train system, which includes the design, construction, and financing of 27.5 km of light rail infrastructure. The work also includes 4 kilometers of cut-and-cover tunnels, 20 engineering structures, 16 stations and a light maintenance facility.


  • The Pickering Nuclear Generating Station refurbishment program includes the design and construction of a new deep water intake in Lake Ontario to improve the plant's cooling system. This project will include a 1.5 km long tunnel, excavated by a pressurized tunnel boring machine (10.15 m diameter slurry), two vertical shafts (onshore and offshore), and a modular offshore intake structure, resting on the lakebed. This project is notable for its proximity to an active nuclear site, requiring rigorous standards of safety, planning, and coordination.


At VINCI Construction Grands Projets Canada, we believe that diversity is a source of wealth and strength. We are committed to creating an inclusive working environment where every individual is valued and respected. We strongly encourage applications from members of Aboriginal communities and strive to ensure fair and respectful employment opportunities. We recognise the unique contributions of indigenous peoples and are committed to supporting their professional development. By joining our team, you will be part of a company that celebrates diversity and actively works to promote inclusion.