Innovate across modalities - Explore new ways to combine text, images, and 3D data to unlock ... Stay ahead - Keep up with the latest generative AI and deep learning research, and bring fresh ...
Innovate across modalities - Explore new ways to combine text, images, and 3D data to unlock ... Stay ahead - Keep up with the latest generative AI and deep learning research, and bring fresh ...
Innovate across modalities - Explore new ways to combine text, images, and 3D data to unlock ... Stay ahead - Keep up with the latest generative AI and deep learning research, and bring fresh ...
Innovate across modalities - Explore new ways to combine text, images, and 3D data to unlock ... Stay ahead - Keep up with the latest generative AI and deep learning research, and bring fresh ...
Innovate across modalities - Explore new ways to combine text, images, and 3D data to unlock ... Stay ahead - Keep up with the latest generative AI and deep learning research, and bring fresh ...
Innovate across modalities - Explore new ways to combine text, images, and 3D data to unlock ... Stay ahead - Keep up with the latest generative AI and deep learning research, and bring fresh ...
Senior Applied ML Scientist - Generative Video
Cupertino, CA · On-site
$112.90K - $154.20K/yr
... modeling (e.g., 3D U-Nets, DiT-style Transformers, hybrid CNN-Transformer models)Conduct ... learning for generative models, particularly diffusion-based methodsHands-on experience in ...
Senior Applied ML Scientist - Generative Video
Cupertino, CA · On-site
$112.90K - $154.20K/yr
... modeling (e.g., 3D U-Nets, DiT-style Transformers, hybrid CNN-Transformer models)Conduct ... learning for generative models, particularly diffusion-based methodsHands-on experience in ...
... 3D geometries * Collaborate closely with computational chemists to integrate first-principles ... Partner with AI agent scientists to embed generative molecular design capabilities into LLM-based ...
... 3D geometries * Collaborate closely with computational chemists to integrate first-principles ... Partner with AI agent scientists to embed generative molecular design capabilities into LLM-based ...
Applied Scientist, Generative AI/ML
$151.80K - $265.35K/yr
The related applications include image/video/3D generation, editing, and understanding, conditioned ... Develop and deploy novel generative AI technologies to existing and new Adobe Products. * Research ...
Applied Scientist, Generative AI/ML
$151.80K - $265.35K/yr
The related applications include image/video/3D generation, editing, and understanding, conditioned ... Develop and deploy novel generative AI technologies to existing and new Adobe Products. * Research ...
Applied Scientist, Generative AI/ML
$151.80K - $265.35K/yr
The related applications include image/video/3D generation, editing, and understanding, conditioned ... Develop and deploy novel generative AI technologies to existing and new Adobe Products. * Research ...
Applied Scientist, Generative AI/ML
$151.80K - $265.35K/yr
The related applications include image/video/3D generation, editing, and understanding, conditioned ... Develop and deploy novel generative AI technologies to existing and new Adobe Products. * Research ...
Applied Scientist, Generative AI/ML
San Jose, CA · On-site
$151.80K - $265.35K/yr
The related applications include image/video/3D generation, editing, and understanding, conditioned ... Develop and deploy novel generative AI technologies to existing and new Adobe Products. * Research ...
Applied Scientist, Generative AI/ML
San Jose, CA · On-site
$151.80K - $265.35K/yr
The related applications include image/video/3D generation, editing, and understanding, conditioned ... Develop and deploy novel generative AI technologies to existing and new Adobe Products. * Research ...
Applied Scientist, Generative AI/ML
San Jose, CA · On-site
$151.80K - $265.35K/yr
The related applications include image/video/3D generation, editing, and understanding, conditioned ... Develop and deploy novel generative AI technologies to existing and new Adobe Products. * Research ...
Applied Scientist, Generative AI/ML
San Jose, CA · On-site
$151.80K - $265.35K/yr
The related applications include image/video/3D generation, editing, and understanding, conditioned ... Develop and deploy novel generative AI technologies to existing and new Adobe Products. * Research ...
Applied Scientist, Generative AI/ML
$151.80K - $265.35K/yr
The related applications include image/video/3D generation, editing, and understanding, conditioned ... Develop and deploy novel generative AI technologies to existing and new Adobe Products. * Research ...
Applied Scientist, Generative AI/ML
$151.80K - $265.35K/yr
The related applications include image/video/3D generation, editing, and understanding, conditioned ... Develop and deploy novel generative AI technologies to existing and new Adobe Products. * Research ...
Staff Applied Scientist Generative AIML
$162K - $301.20K/yr
The related applications include image/video/3D generation, editing, and understanding, conditioned ... Develop and deploy novel generative AI technologies to existing and new Adobe Products. * Research ...
Staff Applied Scientist Generative AIML
$162K - $301.20K/yr
The related applications include image/video/3D generation, editing, and understanding, conditioned ... Develop and deploy novel generative AI technologies to existing and new Adobe Products. * Research ...
... 3D geometries * Collaborate closely with computational chemists to integrate first-principles ... Partner with AI agent scientists to embed generative molecular design capabilities into LLM-based ...
... 3D geometries * Collaborate closely with computational chemists to integrate first-principles ... Partner with AI agent scientists to embed generative molecular design capabilities into LLM-based ...
AI Research Scientist -Generative AI for Materials Discovery
Redmond, WA · On-site
$154K - $217K/yr
... 3D geometries • Collaborate closely with computational chemists to integrate first-principles ... generative workflows • Partner with AI agent scientists to embed generative molecular design ...
AI Research Scientist -Generative AI for Materials Discovery
Redmond, WA · On-site
$154K - $217K/yr
... 3D geometries • Collaborate closely with computational chemists to integrate first-principles ... generative workflows • Partner with AI agent scientists to embed generative molecular design ...
Sr Applied Scientist, Generative AI/ML
Seattle, WA · On-site
$142.70K - $270.95K/yr
Applied Scientist In Generative AI Adobe is seeking to add applied scientists in generative AI to ... The related applications include image/video/3D generation, editing, and understanding, conditioned ...
Sr Applied Scientist, Generative AI/ML
Seattle, WA · On-site
$142.70K - $270.95K/yr
Applied Scientist In Generative AI Adobe is seeking to add applied scientists in generative AI to ... The related applications include image/video/3D generation, editing, and understanding, conditioned ...
Applied Scientist, Generative AI/ML
$151.80K - $265.35K/yr
The related applications include image/video/3D generation, editing, and understanding, conditioned ... Develop and deploy novel generative AI technologies to existing and new Adobe Products. * Research ...
Applied Scientist, Generative AI/ML
$151.80K - $265.35K/yr
The related applications include image/video/3D generation, editing, and understanding, conditioned ... Develop and deploy novel generative AI technologies to existing and new Adobe Products. * Research ...
Familiarity with 3D, video prediction, or world models * Prior work in robotics, embodied AI, or real-world ML systems * Publication record in machine learning, computer vision, or generative ...
Familiarity with 3D, video prediction, or world models * Prior work in robotics, embodied AI, or real-world ML systems * Publication record in machine learning, computer vision, or generative ...
Familiarity with 3D, video prediction, or world models * Prior work in robotics, embodied AI, or real-world ML systems * Publication record in machine learning, computer vision, or generative ...
Familiarity with 3D, video prediction, or world models * Prior work in robotics, embodied AI, or real-world ML systems * Publication record in machine learning, computer vision, or generative ...
Staff Applied Scientist, Generative AI/ML
Los Angeles, CA · On-site
$172.50K - $306.63K/yr
The related applications include image/video/3D generation, editing, and understanding, conditioned ... Develop and deploy novel generative AI technologies to existing and new Adobe Products. * Research ...
Staff Applied Scientist, Generative AI/ML
Los Angeles, CA · On-site
$172.50K - $306.63K/yr
The related applications include image/video/3D generation, editing, and understanding, conditioned ... Develop and deploy novel generative AI technologies to existing and new Adobe Products. * Research ...
Sr Applied Scientist, Generative AI/ML
Seattle, WA · On-site
$142.70K - $270.95K/yr
The related applications include image/video/3D generation, editing, and understanding, conditioned ... Develop and deploy novel generative AI technologies to existing and new Adobe Products. * Research ...
Sr Applied Scientist, Generative AI/ML
Seattle, WA · On-site
$142.70K - $270.95K/yr
The related applications include image/video/3D generation, editing, and understanding, conditioned ... Develop and deploy novel generative AI technologies to existing and new Adobe Products. * Research ...
Staff Applied Scientist, Generative AI/ML
$172.50K - $306.63K/yr
The related applications include image/video/3D generation, editing, and understanding, conditioned ... Develop and deploy novel generative AI technologies to existing and new Adobe Products. * Research ...
Staff Applied Scientist, Generative AI/ML
$172.50K - $306.63K/yr
The related applications include image/video/3D generation, editing, and understanding, conditioned ... Develop and deploy novel generative AI technologies to existing and new Adobe Products. * Research ...
Generative 3D information
See salary details
$9.62 - $13.37
3% of jobs
$13.37 - $17.13
4% of jobs
$19.72 is the 25th percentile. Wages below this are outliers.
$17.13 - $20.89
26% of jobs
The median wage is $24.65 / hr.
$20.89 - $24.65
17% of jobs
$24.65 - $28.41
7% of jobs
$28.41 - $32.17
11% of jobs
$34.39 is the 75th percentile. Wages above this are outliers.
$32.17 - $35.93
12% of jobs
$35.93 - $39.69
12% of jobs
$39.69 - $43.44
0% of jobs
$43.44 - $47.20
4% of jobs
$47.20 - $50.96
4% of jobs
$9
$28
$50
How much do generative 3d jobs pay per hour?
What are the key skills and qualifications needed to thrive as a Generative 3D Designer, and why are they important?
What are some common challenges faced by professionals working in Generative 3D roles, and how can they be addressed?
What is a Generative 3D artist?
What is the difference between Generative 3D vs 3D Modeler?
| Aspect | Generative 3D | 3D Modeler |
|---|---|---|
| Primary Focus | Using algorithms and AI to automatically generate 3D content | Manually creating detailed 3D models based on specifications |
| Required Skills | Programming, AI, procedural modeling | 3D modeling software, artistic skills |
| Work Environment | Tech companies, AI labs, digital content creation | Design studios, gaming, animation |
| Certifications | Computer science, AI, 3D software proficiency | 3D modeling software certifications, art degrees |
Generative 3D specialists focus on creating 3D content through algorithms and AI, automating parts of the modeling process. In contrast, 3D Modelers manually craft detailed models using software tools. Both roles are essential in digital content creation but differ in approach, skills, and work environment.

Full-time
Medical, Dental, Vision, Life, Retirement, PTO
Posted 25 days ago
Job description
Xometry is seeking a Staff Machine Learning Engineer to lead our Generative AI efforts. This is a rare opportunity to shape the future of manufacturing by applying cutting-edge AI research to real-world problems: from multimodal document understanding, to extracting structured data from technical drawings, to building new ways of reasoning across text, images, and 3D data. If you're passionate about building state-of-the-art AI systems and want to see your work have immediate business and customer impact, we'd love to talk.
Responsibilities:
- Lead with vision - Set the technical direction for our Generative AI team, establish best practices, and inspire high-impact innovation.
- Drive strategy - Help shape the AI roadmap, identifying the most valuable opportunities to apply generative AI across Xometry's marketplace.
- Build cutting-edge models - Develop and deploy large language and generative models for multimodal document processing and structured data extraction.
- Innovate across modalities - Explore new ways to combine text, images, and 3D data to unlock smarter, faster solutions.
- Engineer at scale - Create data pipelines and training workflows that can handle massive, complex datasets.
- Deploy in the cloud - Use AWS and other platforms to train, optimize, and deploy models into production at scale.
- Collaborate widely - Work with engineers, product leaders, and business teams to bring AI solutions into real products and customer workflows.
- Mentor and grow - Guide teammates on advanced ML methods, model architecture, and best practices, elevating the entire team.
- Stay ahead - Keep up with the latest generative AI and deep learning research, and bring fresh ideas into production.
Qualifications:
- Bachelor's degree required; advanced degree (M.S. or PhD) in Computer Science, Machine Learning, AI, or related field is a big plus.
- 5+ years of experience in machine learning or data science, with deep expertise in generative models, LLMs, or computer vision.
- Strong track record working with large-scale language and vision models (Transformers, GPT, VLMs).
- Hands-on experience with multimodal data (text, images, 3D).
- Proficiency in Python and key ML libraries (PyTorch, TensorFlow, pandas, NumPy).
- Solid grounding in probability, statistics, and optimization for generative modeling.
- Experience deploying ML and AI models using cloud microservice architecture (AWS preferred).
- Strong software engineering skills, including object oriented programming, testing, version control, CI/CD best practices and IaC (terraform preferred).
- A proven ability to communicate effectively with all levels of the organization, from executives to product managers and various stakeholders.
- Background in manufacturing, supply chain, or related industries is a plus - but curiosity and drive matter more.
- Must be a U.S. Citizen or Green Card holder (ITAR compliance)
The estimated base salary range for new hires into this role is $140,000-$230,000 annually OR + annual bonus depending on factors such as job-related skills, relevant experience, and location. We also offer a competitive benefits package, including 401(k) match, medical, dental and vision insurance; life and disability insurance; generous paid time off including vacation, sick leave, floating and fixed holidays, maternity and bonding leave; EAP, other wellbeing resources; and much more.
#LI-Hybrid
Xometry is an equal opportunity employer. All applicants will be considered for employment without attention to race, color, religion, sex, sexual orientation, gender identity, national origin, veteran, or disability status.
For US based roles: Xometry participates in E-Verify and after a job offer is accepted, will provide the federal government with your Form I-9 information to confirm that you are authorized to work in the U.S.
About Xometry
Sourced by ZipRecruiter
Xometry (NASDAQ: XMTR) powers the industries of today and tomorrow by connecting the people with big ideas to the manufacturers who can bring them to life. Xometry's digital marketplace gives manufacturers the critical resources they need to grow their business while also making it easy for buyers at Fortune 1000 companies to tap into global manufacturing capacity.
Industry
Software development
Company size
501 - 1,000 Employees
Headquarters location
Gaithersburg, MD, US
Year founded
2013