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3D Machine Learning Jobs in Decatur, GA (NOW HIRING)

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3D Machine Learning information

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$24.9K

$41.6K

$85.9K

How much do 3d machine learning jobs pay per year?

As of Jun 5, 2026, the average yearly pay for 3d machine learning in Decatur, GA is $41,576.00, according to ZipRecruiter salary data. Most workers in this role earn between $31,700.00 and $44,900.00 per year, depending on experience, location, and employer.

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 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 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 Decatur, GA? For 3D Machine Learning jobs in Decatur, GA, the most frequently searched job titles are:
What job categories do people searching 3D Machine Learning jobs in Decatur, GA look for? The top searched job categories for 3D Machine Learning jobs in Decatur, GA are:
What cities near Decatur, GA are hiring for 3D Machine Learning jobs? Cities near Decatur, GA with the most 3D Machine Learning job openings:
Sr. Director, Engineering, AEC Data

Sr. Director, Engineering, AEC Data

Autodesk

Atlanta, GA • On-site, Remote

Full-time

Posted 18 days ago


Autodesk rating

9.5

Company rating: 9.5 out of 10

Based on 5 frontline employees who took The Breakroom Quiz

6th of 186 rated software companies


Job description

Job Requisition ID #

26WD97368

Position Overview

Autodesk is shaping the future of the Architecture, Engineering, and Construction (AEC) industry by building the operational product data platform that powers the industry's design, collaboration, and lifecycle workflows. We are seeking a Senior Director of Engineering to lead the team responsible for the AEC Data Model, the core platform underpinning these capabilities across our product portfolio.

Reporting to the VP of AEC Data, as Sr. Director of Engineering within Autodesk's AEC Data team, you will lead the evolution and engineering delivery of the AEC Data Model, enabling the next generation of product data capabilities for the Autodesk Forma Industry Cloud. This platform is centered on operational product data and systems of record, while also interfacing with analytics and machine learning systems and evolving to support broader data and intelligence use cases. In this role, you'll work with leaders from Revit, Civil 3D, AutoCAD, Autodesk Platform Services, Autodesk Construction Solutions, Generative Design, and Forma Design to unify complex, historically fragmented design data across Autodesk's ecosystem into a coherent, scalable platform.

The successful candidate is an experienced engineering leader with a passion for large-scale systems and building high-performing teams. They combine deep technical expertise, innovative engineering practices, and leadership presence to drive alignment and execution across product, platform, and ecosystem teams.

As this role oversees a global organization, you will work across multiple time zones and travel up to 20% for team offsites and internal and customer events.

The role can be based in the US, Canada, or the UK with Eastern time zone preferred.

Responsibilities

  • Lead the engineering execution of the AEC Data Model roadmap, translating product strategy into scalable, high-quality systems
  • Build and evolve the engineering organization to deliver predictable execution, high quality, and operational excellence
  • Hire, mentor, and retain the next generation of engineering leaders
  • Serve as a senior leader within the AEC Data team, shaping organizational strategy, prioritization, execution, and innovation across the portfolio
  • Partner with product, platform, and ecosystem teams to drive adoption of the AEC Data Model across Autodesk's product portfolio, influencing architecture and data standards across independent teams and taking ownership of critical cross-product initiatives
  • Define the long-term evolution of Autodesk's AEC domain data model and influence broader technical strategy around domain data, interoperability, and platform architecture
  • Stay at the forefront of emerging technologies and engineering practices, identifying and driving adoption of innovations that materially improve platform capabilities and developer productivity

Minimum Qualifications

  • 15+ years of software engineering experience, with 5+ years leading managers and senior leaders across global teams
  • Demonstrated ability to adopt and scale AI-driven engineering practices to accelerate delivery and improve developer effectiveness
  • Proven track record of owning and delivering large-scale, complex systems or platforms with measurable business impact
  • Experience building and scaling high-performing engineering organizations, including org design and leadership development
  • Established history of driving operational excellence (quality, reliability, scalability, and execution predictability)
  • Deep expertise in distributed systems, cloud platforms, high-scale transactional environments, and modern software architecture patterns
  • Exceptional communication and influencing skills, with the ability to align product, platform, external, and executive stakeholders
  • Ability to understand complex business requirements and quickly and iteratively execute against them in a highly matrixed environment

Preferred Qualifications

  • Experience building or leading domain-specific data platforms (e.g., AEC, BIM, GIS, manufacturing, or other complex object models)
  • Experience with schema evolution, versioning, and backward compatibility in long-lived, large-scale systems
  • Understanding of how operational product data interfaces with analytics, AI, and downstream data platforms
  • Experience influencing industry standards, data interoperability frameworks, or open ecosystems
  • Track record of driving platform adoption across large, federated organizations
  • Advanced degree in computer science, engineering, or related field

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About Autodesk

Welcome to Autodesk! Amazing things are created every day with our software - from the greenest buildings and cleanest cars to the smartest factories and biggest hit movies. We help innovators turn their ideas into reality, transforming not only how things are made, but what can be made.

We take great pride in our culture here at Autodesk - it's at the core of everything we do. Our culture guides the way we work and treat each other, informs how we connect with customers and partners, and defines how we show up in the world.

When you're an Autodesker, you can do meaningful work that helps build a better world designed and made for all. Ready to shape the world and your future? Join us!

Benefits

From health and financial benefits to time away and everyday wellness, we give Autodeskers the best, so they can do their best work. Learn more about our benefits in the U.S. by visiting https://benefits.autodesk.com/

Salary transparency

Salary is one part of Autodesk's competitive compensation package. For U.S.-based roles, we expect a starting base salary between $216,000 and $387,200. Offers are based on the candidate's experience and geographic location, and may exceed this range. In addition to base salaries, our compensation package may include annual cash bonuses, commissions for sales roles, stock grants, and a comprehensive benefits package.

Equal Employment Opportunity

At Autodesk, we're building a diverse workplace and an inclusive culture to give more people the chance to imagine, design, and make a better world. Autodesk is proud to be an equal opportunity employer and considers all qualified applicants for employment without regard to race, color, religion, age, sex, sexual orientation, gender, gender identity, national origin, disability, veteran status or any other legally protected characteristic. We also consider for employment all qualified applicants regardless of criminal histories, consistent with applicable law.

Diversity & Belonging

We take pride in cultivating a culture of belonging where everyone can thrive. Learn more here: https://www.autodesk.com/company/diversity-and-belonging

Are you an existing contractor or consultant with Autodesk?

Please search for open jobs and apply internally (not on this external site).


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About Autodesk

Sourced by ZipRecruiter

Autodesk is changing how the world is designed and made. Our technology spans architecture, engineering, construction, product design, manufacturing, media, and entertainment, empowering innovators everywhere to solve challenges big and small. From greener buildings to smarter products to more mesmerizing blockbusters, Autodesk software helps our customers to design and make a better world for all. For more information visit autodesk.com or follow @autodesk.

Industry

Software development

Company size

10,000+ Employees

Headquarters location

San Rafael, CA, US

Year founded

1982