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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 Ohio? For 3D Machine Learning jobs in Ohio, the most frequently searched job titles are:
What job categories do people searching 3D Machine Learning jobs in Ohio look for? The top searched job categories for 3D Machine Learning jobs in Ohio are:
What cities in Ohio are hiring for 3D Machine Learning jobs? Cities in Ohio with the most 3D Machine Learning job openings:
3D Machine Learning jobs near you
RETAIL BUYER - MAKER / EDGE AI AND ROBOTICS

RETAIL BUYER - MAKER / EDGE AI AND ROBOTICS

Micro Center

Dublin, OH • On-site

Full-time

Medical, Dental, Vision, Life, Retirement, PTO

This job post has expired today. Applications are no longer accepted.

Micro Center rating

6.7

Company rating: 6.7 out of 10

Based on 55 frontline employees who took The Breakroom Quiz

15th of 30 rated technology retailers

Job description

MICRO CENTER is the nation’s leading computer and electronics big box retailer, offering more than 40,000 top technology products. For over 45 years, our success has been driven by unmatched expertise, a passion for innovation, and a steadfast commitment to exceptional customer service.

Joining Micro Center means more than working in retail—it’s an opportunity to be at the forefront of fast-growing tech, including edge AI, advanced 3D printing, robotics, and emerging maker solutions shaping the future.

At Micro Center, Passion, Energy, and Commitment aren’t just words—they’re how we work, grow, and win together. We take pride in creating long-term customer relationships and cultivating a workplace where associates are supported, empowered, and valued. Our teams play a hands-on role in bringing complex and cutting-edge solutions to life for our customers, making technology approachable and impactful every day.

About the Role

We are seeking a self-motivated, results driven RETAIL BUYER to join our MAKER / EDGE AI & ROBOTICS Buyer team. We are looking for someone who has a passion for Edge Computing & Robotics in the Maker community - hobbyists, DIY engineers, educators, and innovators. As part of the Edge AI & Robotics Team you will be responsible for introducing our customers to all the possibilities in this space.

This position is located in our corporate headquarters in Hilliard, a suburb of Columbus, Ohio. Relocation assistance will be provided.

What You’ll Do

  • Own the Edge AI & Robotics category, selecting and bringing to market best‑in‑class Maker, DIY electronics, SBCs, sensors, robotics kits, AI accelerators, microcontrollers, and accessories.
  • Build compelling assortments for hobbyists, engineers, educators, and students by balancing emerging technologies with proven, high‑velocity products.
  • Identify, evaluate, and onboard suppliers (established and emerging), assessing product differentiation, scalability, lifecycle viability, and long‑term partnership potential.
  • Lead vendor negotiations covering cost, margin, programs, exclusives, bundles, MAP compliance, rebates, and lifecycle management.
  • Deliver category financial performance aligned to revenue, margin, inventory productivity, turns, and profitability goals.
  • Develop and execute category strategy and go‑to‑market plans, including product roadmaps, assortments, promotions, and launch calendars.
  • Translate technology and Maker trends (Edge AI, robotics platforms, automation, STEM, open‑source hardware) into actionable merchandising and assortment opportunities.
  • Partner cross‑functionally with Marketing, Web, Stores, Finance, Planning, and Supply Chain to support demand forecasting, training, demos, educational content, and customer engagement.
  • Manage demand forecasting and lifecycles, accounting for project‑based buying, seasonality, new‑product adoption, markdown strategy, and end‑of‑life transitions.
  • Monitor competitive landscape, adjusting pricing, assortment, and strategy to maintain differentiation and market leadership.
  • Support innovation initiatives, including private label, kits, exclusive solutions, and new business opportunities aligned with short‑ and long‑term company strategy.

What We’re Looking For

  • BS degree in Engineering, Computer Science, or AI/Machine Learning preferred.
  • Ideally, we are seeking 5 years merchant experience as a Buyer in the Consumer Electronics industry with a passion for DIY electronics and Edge AI and Robotics. NOTE: We will also consider someone that is deeply knowledgeable about Edge AI and Robotics in the Maker space with a desire to learn Buying, that we will train to be a best-in-class Buyer.
  • Strong negotiation skills.
  • A proven track record of establishing and maintaining positive relationships with vendors.
  • Strong verbal and written communication skills.
  • Strong analytical and retail math skills.
  • Must be self-starter who is able to handle multiple tasks simultaneously and work with speed and accuracy.
  • Must be detail oriented.
  • Must be a team player.
  • Knowledge of purchasing and forecasting systems required as well as proficiency in MS Office with an emphasis on Excel, Outlook and Teams.

Benefits That Support Your Growth and Well‑Being

At Micro Center, we’re committed to taking care of our associates so they can thrive—both at work and in life. Our comprehensive benefits package includes:

  • Medical, Dental & Vision Coverage for regular full‑time associates.
  • Competitive Employee Discount, including our Friends & Family Discount Program.
  • Tuition Reimbursement and Education Savings Opportunities to support continuous learning.
  • Paid Time Off for regular associates to rest, recharge, and take care of what matters most.
  • 401(k) Retirement Plan with Company Match to help you plan for the future.
  • Industry‑Leading Vendor and Company Training to build your skills and product expertise.
  • Clear Career Growth and Advancement Opportunities across the organization.

Why Micro Center

Our core promise is to take care of our associates and our customers. That commitment has guided our culture, our growth, and our success for more than four decades—and it’s what makes Micro Center a truly exceptional place to build your career.

Micro Center is an Equal Opportunity Employer.

#appcast

Equal Opportunity Employer
This employer is required to notify all applicants of their rights pursuant to federal employment laws. For further information, please review the Know Your Rights notice from the Department of Labor.

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