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3D Machine Learning Jobs in Michigan (NOW HIRING)

Ventek Solutions, LLC

Design Tech II

Owosso, MI

Create tool paths using the machining package in Creo Parametric 3D CAD software, and post ... Must be capable of learning to operate software for cutting machines and tables. Must be capable of ...

Cummins

School to Work - CAD Designer

Troy, MI · On-site

$25.75 - $35.50/hr

Develop accurate 3D CAD models and detailed 2D drawings (using Creo Parametric) to support the ... Continuously enhance technical capability by applying and learning GD&T principles and advancing CA ...

Cummins

School to Work - CAD Designer

Troy, MI

$25.50 - $35.25/hr

Develop accurate 3D CAD models and detailed 2D drawings (using Creo Parametric) to support the ... Continuously enhance technical capability by applying and learning GD&T principles and advancing CA ...

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3D Machine Learning information

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 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 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 Michigan? For 3D Machine Learning jobs in Michigan, the most frequently searched job titles are:
What job categories do people searching 3D Machine Learning jobs in Michigan look for? The top searched job categories for 3D Machine Learning jobs in Michigan are:
What cities in Michigan are hiring for 3D Machine Learning jobs? Cities in Michigan with the most 3D Machine Learning job openings:
3D Machine Learning jobs near you
Mechanical Engineering Designer

Mechanical Engineering Designer

Atlas Copco

Grayling, MI • On-site

Full-time

Posted 23 days ago

Atlas Copco rating

8.3

Company rating: 8.3 out of 10

Based on 57 frontline employees who took The Breakroom Quiz

93rd of 433 rated machine equipment manufacturers

Job description

Your role
At Atlas Copco, success comes from those who are curious, innovative, and committed to excellence. If you enjoy working in a dynamic environment and thrive on the details, you'll feel at home here. If you thrive in a fast-paced environment and take pride in precision, this opportunity could be a perfect fit.
Are you our Mechanical Engineering Designer
This role reports directly to the Engineering Manager at our Atlas Copco-Grayling, MI facility. In this role, you will collaborate with the Engineering Manager and customer during the development of concepts and designs. Use your wisdom and mechanical ingenuity to create a highly functional tool design that meets the customer needs.
Here's how you'll make an impact:
  • Responsible for mechanical designs associated with production of fastening and Automation solutions.
  • Design applications that meet customer requirements & are cost effective.
  • Maintain company standard drawings on products / systems.
  • Follow standards drafting practices.
  • Design creation will include 3D models, 2D layouts, detail drawings, & bill ofmaterial.
  • Consistently meet project deadlines and budget requirements.
  • Participate in continuous improvement initiatives.
  • Interact and work well with coworkers and customers.
  • Foster a positive and productive work environment, promoting teamwork andCollaboration.
  • Punctual and consistent attendance at work is mandatory.

To succeed, you will need
  • Bachelor's degree in Mechanical Engineering, or a related engineering field; equivalent relevant experience may be considered.
  • Experience with AutoCAD and working knowledge of SolidWorks through coursework, internships, co-op programs, or professional experience.
  • Understanding of mechanical design principles and engineering drawing practices.
  • Basic knowledge of GD&T (Geometric Dimensioning and Tolerancing).
  • Familiarity with manufacturing, assembly, or machine design concepts.
  • Strong mathematical, analytical, and problem-solving skills.
  • Ability to define technical problems, gather information, analyze data, and develop practical solutions.
  • Strong communication skills and ability to work effectively with cross-functional teams.
  • Self-motivated with strong organizational and time-management skills.
  • Desire to learn, develop technical skills, and grow within a design engineering role.

Preferred Qualifications:
  • Internship, co-op, senior design project, or hands-on experience related to mechanical design.
  • Familiarity with automotive manufacturing, assembly equipment, or automated systems.
  • Exposure to tolerance stack-up analysis, fits, and basic machine design concepts.
  • Experience creating 2D drawings and 3D models in a CAD environment.

In return, we offer
  • Culture of trust and accountability
  • Lifelong learning and career growth
  • Innovation powered by people
  • Comprehensive compensation and benefits
  • Health and well-being

Job location
This role is based on-site at our facility in Grayling, MI , providing the advantage of engaging directly with your team and key stakeholders.
Uniting curious minds
Behind every innovative solution, there are people working together to transform the future. With careers sparked by initiative and lifelong learning, we unite curious minds, and you could be one of them.

What Atlas Copco employees say

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