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Postdoctoral In Reinforcement Learning Jobs in Minnesota

Working under the direct supervision of licensed instructional personnel, positions in this classification provide reinforcement to students individually or in small groups to support their learning ...

Working under the direct supervision of licensed instructional personnel, positions in this classification provide reinforcement to students individually or in small groups to support their learning ...

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Postdoctoral In Reinforcement Learning information

What is a postdoctoral researcher in reinforcement learning?

A Postdoctoral Researcher in Reinforcement Learning is an individual who has completed a PhD and conducts advanced research in the field of reinforcement learning, a branch of artificial intelligence focused on how agents take actions in environments to maximize rewards. These researchers often work in academic, industrial, or governmental research settings, collaborating on projects that advance the theoretical foundations or practical applications of reinforcement learning. Their responsibilities may include designing experiments, developing algorithms, publishing papers, and mentoring graduate students.

What are the key skills and qualifications needed to thrive as a postdoctoral researcher in reinforcement learning?

To thrive as a Postdoctoral Researcher in Reinforcement Learning, you need a PhD in computer science or a related field, with deep expertise in machine learning, statistics, and algorithm development. Proficiency in programming languages such as Python, experience with deep learning frameworks (e.g., TensorFlow or PyTorch), and familiarity with reinforcement learning libraries are typically required. Strong analytical thinking, problem-solving ability, collaboration, and scientific communication skills help you excel in research teams and publish impactful work. These competencies are vital to advancing state-of-the-art research, developing novel algorithms, and contributing to the academic and industrial progress in AI.

What are some common challenges faced by postdoctoral researchers in reinforcement learning, and how can they be addressed?

Postdoctoral researchers in reinforcement learning often face challenges such as balancing independent research projects with collaborative work, staying up-to-date with rapidly evolving literature, and managing the pressure to publish in top conferences. Effective time management, regular engagement with the research community through seminars and workshops, and seeking mentorship from senior colleagues can help address these challenges. Additionally, collaborating with interdisciplinary teams can offer fresh perspectives and support, making it easier to navigate complex research problems.

What is the difference between Postdoctoral In Reinforcement Learning vs Postdoctoral In Machine Learning?

AspectPostdoctoral In Reinforcement LearningPostdoctoral In Machine Learning
Required CredentialsPhD in Computer Science, AI, or related field; strong programming skills; research experience in reinforcement learningPhD in Computer Science, AI, or related field; strong programming skills; research experience in machine learning
Work EnvironmentAcademic labs, research institutions, industry R&D teams focused on reinforcement learning applicationsAcademic labs, research institutions, industry R&D teams working on various machine learning techniques
Industry UsagePrimarily in AI research, robotics, gaming, and autonomous systemsBroader 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.

What are popular job titles related to Postdoctoral In Reinforcement Learning jobs in Minnesota?

For Postdoctoral In Reinforcement Learning jobs in Minnesota, the most frequently searched job titles are:

What job categories do people searching Postdoctoral In Reinforcement Learning jobs in Minnesota look for?

The top searched job categories for Postdoctoral In Reinforcement Learning jobs in Minnesota are:

What cities in Minnesota are hiring for Postdoctoral In Reinforcement Learning jobs?

Cities in Minnesota with the most Postdoctoral In Reinforcement Learning job openings:

Post-Doctoral Associate in Behavioral Medicine and Psychophysiology

University of Minnesota

Duluth, MN โ€ข On-site

$27.16 - $29.33/hr

Full-time

Medical, Dental, Life

Re-posted 10 days ago


Job description

About the Job
 

The University of Minnesota Medical School (Duluth and Minneapolis campuses) is searching for a Postdoctoral Associate with strong research interest in behavioral medicine. The candidate will participate in an active NIH and NSF biobehavioral research program (Director, Mustafa al'Absi, Professor). Our research focuses on stress psychobiology, addiction, and global health research. The candidate will have access to a rich clinical research environment within the NIH funded CTSI and other centers. Abundant opportunities to analyze existing data sets and publish in peer reviewed journals.  

Names, addresses and e-mail addresses of two to three individuals who will provide letters of reference are required. Applicants should also submit a personal statement explaining why you are interested in this position, background and research experience, career plans after the postdoctoral fellowship, and how you learned about this program. 

For information about this position, please contact Dr. Mustafa alAbsi at malabsi@umn.edu 

The University of Minnesota is an equal opportunity educator and employer.

Qualifications
 

Required Qualifications

  • As of the beginning date of the appointment to this position, a Ph.D., M.D. or comparable doctoral degree from an accredited domestic or foreign institution. 

Preferred Qualifications

  • Evidence of research excellence as demonstrated by publications and/or awards recognizing scientific excellence
  • Good/excellent communication skills as demonstrated by clarity of presentation
  • Training in biological or clinical psychology
  • Experience in human psychophysiological and psychobiological research.  
About the Department
 

Committed to innovation and diversity, the Medical School educates physicians, scientists, and health professionals; generates knowledge and treatments; and cares for patients and communities with compassion and respect. We value excellence, inclusiveness, collaboration, and discovery.

The mission of the regional campus located in Duluth is to be a national leader in improving healthcare access and outcomes in rural Minnesota and American Indian/Alaska Native (AI/AN) communities. In partnership with CentraCare, the regional campus in St. Cloud offers a wide range of patient experiences throughout students education in Greater Minnesota and prepares them to become exceptional clinicians and leaders for rural and immigrant populations.

Founded in 1888, the University of Minnesota Medical School has three campuses.  A four-year MD program and the MD/PhD program are located on the Twin Cities campus in addition to MD programs at regional campuses in Duluth and St. Cloud.

Pay and Benefits
 

Pay Range: $27.16 - $29.33 per hour; depending on education/qualifications/experience

Work Location: In Person

Please visit the Benefits for Postdoctoral Candidates website for more information regarding benefit eligibility.

  • Competitive wages, paid holidays, and generous time off
  • Continuous learning opportunities through professional training
  • Medical, dental, and pharmacy plans
  • Healthcare and dependent care flexible spending accounts
  • University HSA contributions
  • Disability and life insurance
  • Employee wellbeing program
  • Financial counseling services
  • Employee Assistance Program with eight sessions of counseling at no cost
How To Apply
 

Applications must be submitted online.  To be considered for this position, please click the Apply button and follow the instructions.  You will be given the opportunity to complete an online application for the position and attach a cover letter and resume.

Additional documents may be attached after application by accessing your "My Job Applications" page and uploading documents in the "My Cover Letters and Attachments" section.

To request an accommodation during the application process, please e-mail employ@umn.edu or call (612) 624-8647.

Diversity
 

The University recognizes and values the importance of diversity and inclusion in enriching the employment experience of its employees and in supporting the academic mission.  The University is committed to attracting and retaining employees with varying identities and backgrounds.

The University of Minnesota provides equal access to and opportunity in its programs, facilities, and employment without regard to race, color, creed, religion, national origin, gender, age, marital status, disability, public assistance status, veteran status, sexual orientation, gender identity, or gender expression.  To learn more about diversity at the U:  http://diversity.umn.edu

Employment Requirements
 

Any offer of employment is contingent upon the successful completion of a background check. Our presumption is that prospective employees are eligible to work here. Criminal convictions do not automatically disqualify finalists from employment.

About University of Minnesota
 

The University of Minnesota, Twin Cities (UMTC)

The University of Minnesota, Twin Cities (UMTC), is among the largest public research universities in the country, offering undergraduate, graduate, and professional students a multitude of opportunities for study and research. Located at the heart of one of the nation's most vibrant, diverse metropolitan communities, students on the campuses in Minneapolis and St. Paul benefit from extensive partnerships with world-renowned health centers, international corporations, government agencies, and arts, nonprofit, and public service organizations.

At the University of Minnesota, we are proud to be recognized by the Star Tribune as a Top Workplace for 2021, as well as by Forbes as Best Employers for Women and one of Americas Best Employers (2015, 2018, 2019, 2023), Best Employer for Diversity (2019, 2020), Best Employer for New Grads (2018, 2019), and Best Employer by State (2019, 2022).