Concord, NC · On-site
Uniquely, decades of investment in physics simulation engines, CAD kernels, and computational ... Rather than relying solely on human preference data, we can ground reinforcement learning in the ...
Concord, NC · On-site
Uniquely, decades of investment in physics simulation engines, CAD kernels, and computational ... Rather than relying solely on human preference data, we can ground reinforcement learning in the ...
Position Summary The postdoctoral researcher will conduct advanced research in artificial ... in multimodal learning, large language models, or reinforcement learning. Familiarity with high ...
Position Summary The postdoctoral researcher will conduct advanced research in artificial ... in multimodal learning, large language models, or reinforcement learning. Familiarity with high ...
Position Summary The postdoctoral researcher will conduct advanced research in artificial ... in multimodal learning, large language models, or reinforcement learning. Familiarity with high ...
Position Summary The postdoctoral researcher will conduct advanced research in artificial ... in multimodal learning, large language models, or reinforcement learning. Familiarity with high ...
Position Summary The postdoctoral researcher will conduct advanced research in artificial ... in multimodal learning, large language models, or reinforcement learning. Familiarity with high ...
Position Summary The postdoctoral researcher will conduct advanced research in artificial ... in multimodal learning, large language models, or reinforcement learning. Familiarity with high ...
Position Summary The postdoctoral researcher will conduct advanced research in artificial ... in multimodal learning, large language models, or reinforcement learning. Familiarity with high ...
Position Summary The postdoctoral researcher will conduct advanced research in artificial ... in multimodal learning, large language models, or reinforcement learning. Familiarity with high ...
Position Summary The postdoctoral researcher will conduct advanced research in artificial ... in multimodal learning, large language models, or reinforcement learning. Familiarity with high ...
Position Summary The postdoctoral researcher will conduct advanced research in artificial ... in multimodal learning, large language models, or reinforcement learning. Familiarity with high ...
Durham, NC · On-site
The Postdoctoral Associate will train under the primary mentorship of Dr. Tomi Akinyemiju , with ... learning approaches * Demonstrated experience in scientific writing and publication Ideal for ...
Durham, NC · On-site
The Postdoctoral Associate will train under the primary mentorship of Dr. Tomi Akinyemiju , with ... learning approaches * Demonstrated experience in scientific writing and publication Ideal for ...
The Postdoctoral Associate will train under the primary mentorship of Dr. Tomi Akinyemiju , with ... learning approaches * Demonstrated experience in scientific writing and publication Ideal for ...
The Postdoctoral Associate will train under the primary mentorship of Dr. Tomi Akinyemiju , with ... learning approaches * Demonstrated experience in scientific writing and publication Ideal for ...
Durham, NC · On-site
The Postdoctoral Associate will train under the primary mentorship of Dr. Tomi Akinyemiju , with ... learning approaches * Demonstrated experience in scientific writing and publication Ideal for ...
Durham, NC · On-site
The Postdoctoral Associate will train under the primary mentorship of Dr. Tomi Akinyemiju , with ... learning approaches * Demonstrated experience in scientific writing and publication Ideal for ...
Charlotte, NC · On-site
$57K - $58K/yr
Exposure to or coursework in reinforcement learning, multi-armed bandit, or contextual bandit approaches for real-time decisioning is a plus. * Familiarity with cloud-based data environments ...
Charlotte, NC · On-site
$57K - $58K/yr
Exposure to or coursework in reinforcement learning, multi-armed bandit, or contextual bandit approaches for real-time decisioning is a plus. * Familiarity with cloud-based data environments ...
Charlotte, NC · On-site
$57K - $58K/yr
Exposure to or coursework in reinforcement learning, multi-armed bandit, or contextual bandit approaches for real-time decisioning is a plus. * Familiarity with cloud-based data environments ...
Charlotte, NC · On-site
$57K - $58K/yr
Exposure to or coursework in reinforcement learning, multi-armed bandit, or contextual bandit approaches for real-time decisioning is a plus. * Familiarity with cloud-based data environments ...
$55K - $55K/yr
Exposure to or coursework in reinforcement learning, multi-armed bandit, or contextual bandit approaches for real-time decisioning is a plus. * Familiarity with cloud-based data environments ...
$55K - $55K/yr
Exposure to or coursework in reinforcement learning, multi-armed bandit, or contextual bandit approaches for real-time decisioning is a plus. * Familiarity with cloud-based data environments ...
Charlotte, NC · On-site
$44K - $60K/yr
Experience with large-scale optimization or deep learning systems is highly desirable Duties and Responsibilities The Postdoctoral Fellow will conduct advanced research in deep learning, with a focus ...
Charlotte, NC · On-site
$44K - $60K/yr
Experience with large-scale optimization or deep learning systems is highly desirable Duties and Responsibilities The Postdoctoral Fellow will conduct advanced research in deep learning, with a focus ...
These activities may be carried out in both field and laboratory settings. Postdoctoral scholars ... distance learning options, including clinical research, an accelerated RN-to-BSN program, an ...
These activities may be carried out in both field and laboratory settings. Postdoctoral scholars ... distance learning options, including clinical research, an accelerated RN-to-BSN program, an ...
Durham, NC · On-site
A postdoctoral Research Associate (computational biology and bioinformatics area) position is open ... in machine learning and deep learning models, and willingness to learn about new methods, is a plus.
Durham, NC · On-site
A postdoctoral Research Associate (computational biology and bioinformatics area) position is open ... in machine learning and deep learning models, and willingness to learn about new methods, is a plus.
A global higher education leader in innovative teaching, research and public service, the ... learning, and create personal and professional sustainability. We optimize our partnership with the ...
A global higher education leader in innovative teaching, research and public service, the ... learning, and create personal and professional sustainability. We optimize our partnership with the ...
A global higher education leader in innovative teaching, research and public service, the ... learning, and create personal and professional sustainability. We optimize our partnership with the ...
A global higher education leader in innovative teaching, research and public service, the ... learning, and create personal and professional sustainability. We optimize our partnership with the ...
... learning, and create personal and professional sustainability. We optimize our partnership with the ... We are ranked 2nd in primary care education among all US schools of medicine and 5th among public ...
... learning, and create personal and professional sustainability. We optimize our partnership with the ... We are ranked 2nd in primary care education among all US schools of medicine and 5th among public ...
... learning, and create personal and professional sustainability. We optimize our partnership with the ... We are ranked 2nd in primary care education among all US schools of medicine and 5th among public ...
... learning, and create personal and professional sustainability. We optimize our partnership with the ... We are ranked 2nd in primary care education among all US schools of medicine and 5th among public ...
... learning, and create personal and professional sustainability. We optimize our partnership with the ... We are ranked 2nd in primary care education among all US schools of medicine and 5th among public ...
... learning, and create personal and professional sustainability. We optimize our partnership with the ... We are ranked 2nd in primary care education among all US schools of medicine and 5th among public ...
| Aspect | Postdoctoral In Reinforcement Learning | Postdoctoral In Machine Learning |
|---|---|---|
| Required Credentials | PhD in Computer Science, AI, or related field; strong programming skills; research experience in reinforcement learning | PhD in Computer Science, AI, or related field; strong programming skills; research experience in machine learning |
| Work Environment | Academic labs, research institutions, industry R&D teams focused on reinforcement learning applications | Academic labs, research institutions, industry R&D teams working on various machine learning techniques |
| Industry Usage | Primarily in AI research, robotics, gaming, and autonomous systems | Broader applications including data analysis, predictive modeling, and AI research |
Postdoctoral In Reinforcement Learning specializes in research related to decision-making algorithms and autonomous systems, whereas Postdoctoral In Machine Learning covers a wider range of AI techniques. Both roles require similar credentials but differ in focus and application areas.
Concord, NC • On-site
Other
Re-posted 24 days ago
9.1
Based on 8 frontline employees who took The Breakroom Quiz
26th of 241 rated software companies
Job Requisition ID #
Position Overview
Autodesk's domains - architecture, engineering, construction, manufacturing, media & entertainment - provide a distinctive research environment: rich structured data, long-horizon reasoning tasks, and real-world evaluation grounded in professional workflows. Uniquely, decades of investment in physics simulation engines, CAD kernels, and computational design tools give us something most labs don't have: high-fidelity, domain-grounded verifiers that can serve as reward signals for post-training. Rather than relying solely on human preference data, we can ground reinforcement learning in the laws of physics and the constraints of real engineering. These are exactly the kinds of challenges - and assets - that make post-training and alignment research here genuinely distinctive.
We publish at NeurIPS, ICML, ICLR, CVPR, and SIGGRAPH. We collaborate with leading academic and industry labs. And we have a direct line from research advances to product impact at scale. This is not a role where research sits behind a wall from engineering - you will see your work matter.
Respoinsibilities
Post-training for model development - from RLHF and preference optimization to agentic systems and long-horizon reasoning
Develop novel algorithms that improve model reliability, controllability, and alignment
Make principled architectural decisions about when to address challenges at the pre-training, post-training, or system level
Design and run experiments that shape model behavior, robustness, and reasoning quality
Partner with infrastructure teams to build scalable, reproducible post-training workflows
Contribute to publications, patents, and Autodesk's external research visibility
Design evaluation frameworks for long-horizon reasoning, tool use, agentic behavior, safety, and real-world workflow completion
Lead rigorous model analysis and interpretability efforts
Drive human-in-the-loop evaluation with high annotation quality and sound scientific methodology
Establish model readiness criteria and provide go/no-go recommendations for releases
Communicate technical risks, limitations, and trade-offs clearly to leadership
Minimum Requirements
Deep hands-on expertise in reinforcement learning for foundation models, and fluency with post-training methods (RLHF, RLAIF, DPO, PPO, or adjacent approaches)
Proven experience leading or mentoring technical research teams - whether in an academic lab, AI research organization, or industry setting
Strong intuition for model behavior, alignment challenges, and post-training trade-offs
Experience designing evaluation systems and thinking rigorously about what it means for a model to be ready
Ability to communicate complex technical trade-offs clearly to both technical and non-technical audiences
A PhD or equivalent depth of industry research experience in ML, RL, AI, or a related field
Experience at a frontier model lab or advanced applied AI organization
A strong publication record at leading ML or AI venues
Background in alignment research, preference learning, or agentic AI
Experience deploying or supporting production AI systems
Familiarity with large-scale training infrastructure and compute trade-offs
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.
Are you an existing contractor or consultant with Autodesk? Please search for open jobs and apply internally (not on this external site). If you have any questions or require support, contact Autodesk Careers.
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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.
Software development
10,000+ Employees
San Rafael, CA, US
1982
