ZipRecruiter

Log In

1

Machine Learning Postdoc Jobs in Pennsylvania (NOW HIRING)

CSTB

Ce postdoc a pour objectif d'etendre les travaux du post doc precedant : Explorer les sujets ... les taches aval de machine learning telles que: prediction de typologies de batiment ...

The Pennsylvania State University

... Postdoctoral Researcher positions to work with Professor Jimmy DeLaunay and collaborators. The ... Experience with HPC systems, machine learning, and GRB monitor data analysis would be an advantage.

The Pennsylvania State University

... Postdoctoral Scholar position. We seek a highly motivated candidate with expertise or a strong ... Integrate multi-source spatiotemporal big data and employ machine learning/AI, network analysis ...

The Pennsylvania State University

$48K - $65K/yr

... and Machine Learning in the following computational and data driven discovery areas: * Earth ... For Postdoctoral benefits, please see our Postdoctoral Benefits page.) CAMPUS SECURITY CRIME ...

next page

Showing results 1-20

People also search for

All JobsMachine Learning Postdoc JobsMachine Learning Postdoc Jobs in Pennsylvania

Machine Learning Postdoc information

What are the key skills and qualifications needed to thrive in the Machine Learning Postdoc position, and why are they important?

To thrive as a Machine Learning Postdoc, you need a deep understanding of machine learning algorithms, statistical modeling, and research methodology, typically supported by a completed PhD in a related field. Proficiency with programming languages like Python or R, experience with ML libraries (e.g., TensorFlow or PyTorch), and familiarity with large-scale datasets and cloud computing platforms are important. Strong analytical thinking, effective communication, and the ability to collaborate across multidisciplinary teams are standout soft skills in this position. These qualifications ensure innovative research contributions, successful project execution, and effective dissemination of findings in both academic and applied settings.

What is a Machine Learning Postdoc job?

A Machine Learning Postdoc is a research-focused position typically held after earning a Ph.D. in a related field. It involves conducting advanced research in machine learning, developing new algorithms, and publishing in top-tier conferences and journals. Postdocs often collaborate with faculty, industry partners, and other researchers to advance the state of the art in AI. The role may include mentoring students and contributing to grant proposals. It serves as a bridge between doctoral studies and a long-term academic or industry research career.

What are the typical responsibilities and collaborative aspects of a Machine Learning Postdoc position?

A Machine Learning Postdoc typically conducts original research, develops and tests new algorithms, and contributes to academic publications or patent applications. Daily tasks often involve data analysis, model building, and experimentation using advanced computational tools. Collaboration is key in this role, as postdocs frequently work alongside faculty, graduate students, and external industry partners to advance research objectives. Additionally, they may mentor junior researchers or students, present at conferences, and participate in grant writing or project planning. This mix of independent research and team collaboration fosters both professional growth and impactful scientific advancements.

What are the most commonly searched types of Machine Learning Postdoc jobs in Pennsylvania? The most popular types of Machine Learning Postdoc jobs in Pennsylvania are:
What are popular job titles related to Machine Learning Postdoc jobs in Pennsylvania? For Machine Learning Postdoc jobs in Pennsylvania, the most frequently searched job titles are:
What job categories do people searching Machine Learning Postdoc jobs in Pennsylvania look for? The top searched job categories for Machine Learning Postdoc jobs in Pennsylvania are:
Machine Learning Postdoc jobs near you

Postdoctoral Fellow - Robotics Institute

Carnegie Mellon University

Pittsburgh, PA • On-site

$47K - $64K/yr

Full-time

Medical, Dental, Vision, Life, Retirement, PTO

Posted 27 days ago

Carnegie Mellon University rating

8.6

Company rating: 8.6 out of 10

Based on 24 frontline employees who took The Breakroom Quiz

51st of 535 rated colleges and universities

Job description

Carnegie Mellon University's Robotics Institute is searching for a Postdoctoral Research Associate to join their team. This is an exciting opportunity for someone who thrives in an interesting and challenging work environment.
We are seeking creative and energetic Postdoctoral Research Associate that will carry out advanced independent and/or directed research to achieve the objectives of the research project. This position will require an in depth knowledge of a specialized field, process, or discipline and may involve organizing and implementing complex research plans, the development of methods of research, testing and data collection, analysis and evaluation, and writing reports which contain descriptive, analytical and evaluative content. The purpose of this role is to acquire the professional skills needed to pursue a career path of his or her choosing.
Responsibilities:
Function 1
1. Aerial Robot Autonomy
Single- and multi-robot decision-making and planning, including:
  • Low-altitude flight using monocular vision.
  • Perception-aware navigation in GPS-denied environments.
  • Coordinating heterogeneous teams of aerial and ground robots.
  • Perception-based multi-robot coordination and task allocation.
  • Long-horizon and safety-aware planning under uncertainty.

Function 2
2. Learning-Based Perception and Control
Multi-modal and foundation-model-based approaches for robotics, including:
  • Multi-modal mapping and semantic perception.
  • Action policy learning and embodied intelligence.
  • Learning foundation models for semantic, depth, and state estimation (e.g., similar in spirit to MapAnything).
  • Latent-space representations for decision-making and control of aerial robots, ground vehicles, quadrupeds, and humanoids.
  • We are particularly interested in candidates who can bridge algorithmic innovation with real-system deployment, and leadership skills.

Function 3
Postdoctoral researchers are expected to:
  • Lead research projects within one of the focus areas above.
  • Publish in leading robotics, computer vision, and machine learning venues.
  • Contribute to proposal development and sponsor reporting.
  • Co-supervise graduate and undergraduate students.
  • Present research results to academic, industrial, and government stakeholders
  • Participate in system integration and real-world field evaluations.
  • AirLab conducts frequent field experiments and works closely with corporate and government sponsors. Our projects involve rapid research-to-deployment cycles, requiring both scientific rigor and strong engineering execution.
  • Collect and analyze data, including periodical/literature search and utilizing specialized skills in related field to analyze the collected data.
  • Conduct research experiments within the predetermined research scope and methodology of department and university.
  • Lab maintenance, including equipment maintenance and ordering of supplies may be required depending on area and specialty.
  • Participate/assist in manuscript writing for publication in scientific journals and/or presentations. May also assist in grant writing.
  • Other duties as assigned.

Requirements:
  • Doctorate Degree
  • Strong Analytical Skills
  • Strong Oral and Written Communication Skills
  • Strong Organizational and Planning Skills
  • Strong Problem-Solving and Reasoning Skills
  • A combination of education and relevant experience from which comparable knowledge is demonstrated may be considered.

Are you interested in this exciting opportunity?! Apply today!
Joining the CMU team opens the door to an array of exceptional benefits.
Benefits eligible employees enjoy a wide array of benefits including comprehensive medical, prescription, dental, and vision insurance as well as a generous retirement savings program with employer contributions. Unlock your potential with tuition benefits, take well-deserved breaks with ample paid time off and observed holidays, and rest easy with life and accidental death and disability insurance.
Additional perks include a free Pittsburgh Regional Transit bus pass, access to our Family Concierge Team to help navigate childcare needs, fitness center access, and much more!
For a comprehensive overview of the benefits available, explore our Benefits page.
At Carnegie Mellon, we value the whole package when extending offers of employment. Beyond credentials, we evaluate the role and responsibilities, your valuable work experience, and the knowledge gained through education and training. We appreciate your unique skills and the perspective you bring. Your journey with us is about more than just a job; it's about finding the perfect fit for your professional growth and personal aspirations.
Are you interested in an exciting opportunity with an exceptional organization?! Apply today!
Location
Pittsburgh, PA
Job Function
Pre/Post-Doctoral Associates & Fellows
Position Type
Postdoctoral Associate / Fellow (Fixed Term)
Full Time/Part time
Full time
Pay Basis
Salary
More Information:
  • Please visit "Why Carnegie Mellon" to learn more about becoming part of an institution inspiring innovations that change the world.
  • Click here to view a listing of employee benefits
  • Carnegie Mellon University is an Equal Opportunity Employer/Disability/Veteran.
  • Statement of Assurance

What Carnegie Mellon University employees say

Pay

Benefits

Hours and flexibility

Workplace

Get the full story on Breakroom

Apply