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Temporary Machine Learning Postdoc Jobs in Detroit, MI

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Temporary Machine Learning Postdoc information

What are the key skills and qualifications needed to thrive as a Temporary Machine Learning Postdoc, and why are they important?

To thrive as a Temporary Machine Learning Postdoc, you need a PhD in a relevant field, a solid grasp of machine learning theory, and strong programming skills (often in Python or R). Experience with tools such as TensorFlow, PyTorch, and high-performance computing environments, as well as a record of peer-reviewed research, is typically required. Strong analytical thinking, collaboration, and effective communication help you stand out in this research-intensive role. These skills are essential for advancing cutting-edge research, publishing impactful findings, and contributing to interdisciplinary projects.

What types of projects and collaborations can a Temporary Machine Learning Postdoc expect to engage in during their appointment?

A Temporary Machine Learning Postdoc typically works on cutting-edge research projects, often contributing to ongoing studies or initiating novel investigations within the field. Collaboration is common, both within their immediate research group and with interdisciplinary teams, such as data scientists, domain experts, or industry partners. Postdocs may also mentor graduate students, present findings at conferences, and publish papers, gaining valuable experience that can lead to academic or industry roles. The environment is fast-paced and research-driven, offering opportunities for professional growth and expanding one's research portfolio.

What is a Temporary Machine Learning Postdoc?

A Temporary Machine Learning Postdoc is a fixed-term research position, typically held at a university or research institution, focused on advancing knowledge and techniques in machine learning. Postdoctoral researchers in this role work on specific projects, often collaborating with faculty, graduate students, or industry partners. The position is designed to provide advanced training and research experience after earning a PhD, usually lasting from several months to a couple of years. Temporary postdocs may contribute to publishing academic papers, developing algorithms, and mentoring students, while preparing for longer-term academic or industry careers.

What is the difference between Temporary Machine Learning Postdoc vs Data Scientist?

AspectTemporary Machine Learning PostdocData Scientist
CredentialsPhD in Computer Science, Data Science, or related fieldBachelor's or Master's in Data Science, Computer Science, or related field; often requires experience
Work EnvironmentAcademic or research institutions, labsCorporate, tech companies, startups
Employer & Industry UsageUniversities, research centersBusiness, technology, finance, healthcare
Search & Comparison IntentUnderstanding research-focused roles, academic opportunitiesIndustry roles, applied data analysis, business impact

The Temporary Machine Learning Postdoc is primarily research-oriented, often in academic or research settings, requiring a PhD. In contrast, a Data Scientist typically works in industry, applying data analysis and machine learning to solve business problems, often with a Bachelor's or Master's degree. Both roles involve machine learning skills but differ in environment, focus, and experience level.

What are popular job titles related to Temporary Machine Learning Postdoc jobs in Detroit, MI? For Temporary Machine Learning Postdoc jobs in Detroit, MI, the most frequently searched job titles are:
What job categories do people searching Temporary Machine Learning Postdoc jobs in Detroit, MI look for? The top searched job categories for Temporary Machine Learning Postdoc jobs in Detroit, MI are:
Postdoctoral Research Associate in High Energy Density Physics

Postdoctoral Research Associate in High Energy Density Physics

Los Alamos National Laboratory

Ann Arbor, MI • On-site

Full-time

Medical, Dental, Vision, Life, Retirement, PTO

Posted 11 days ago


Los Alamos National Laboratory rating

9.2

Company rating: 9.2 out of 10

Based on 32 frontline employees who took The Breakroom Quiz

7th of 103 rated laboratories


Job description

Description
Job Title Postdoctoral Research Associate in High Energy Density Physics
Location Ann Arbor, MI, US
Organization Name XCP-6 / Plasma Theory And Applications
Minimum Salary
Maximum Salary
What You Will Do
The Plasma Theory & Applications group in the Computational Physics Division at Los Alamos National Laboratory is seeking a highly motivated Postdoctoral Research Associate to design high-energy-density physics experiments that directly address fundamental physics questions related to the double shell inertial confinement fusion (ICF) platform. The postdoctoral research associate will utilize radiation-hydrodynamics simulations and related computational tools to design targets that will be experimentally fielded at laser facilities (e.g., the OMEGA laser facility and the National Ignition Facility). The work will involve regular interactions with computational experts as well as experimentalists and target fabrication specialists. Additionally, the postdoctoral research associate will contribute towards the generation of a large dataset consisting of ICF-relevant simulations for machine learning purposes and will engage with researchers across other divisions and disciplines at LANL.
What You Need
Minimum Job Requirements:
  • Strong background in computational physics and numerical modeling
  • Proficiency in programming languages such as Python, C++, or Fortran
  • Excellent written and verbal communication skills
  • Ability to work both independently and collaboratively in a multidisciplinary team environment

Education/Experience : Ph.D. in Physics, Applied Physics, Nuclear Engineering, or closely related field (completed within the last 5 years or expected completion by start date)
Desired Qualifications:
  • Experience with radiation-hydrodynamics codes (e.g., HYDRA, xRAGE, FLASH, or similar)
  • Knowledge of inertial confinement fusion and high energy density physics
  • Familiarity with high-performance computing (HPC) environments
  • Experience with data analysis and visualization tools
  • Publications in peer-reviewed journals demonstrating research excellence

Work Environment:
Work Location : The work will be performed at LANL's Ann Arbor, Michigan duty station, providing a unique opportunity to work at the forefront of high energy density physics research while strengthening LANL's collaborations with the University of Michigan. Periodic trips to Los Alamos to connect with both the broader double shell team and management are expected.
Note to Applicants:
Due to federal restrictions contained in the current National Defense Authorization Act, citizens of the People's Republic of China-including the special administrative regions of Hong Kong and Macau-as well as citizens of the Islamic Republic of Iran, the Democratic People's Republic of Korea (North Korea), and the Russian Federation, who are not Lawful Permanent Residents ("green card" holders) are prohibited from accessing facilities that support the mission, functions, and operations of national security laboratories and nuclear weapons production facilities, which includes Los Alamos National Laboratory.
Where You Will Work
Located in beautiful Ann Arbor, Michigan, the Los Alamos National Laboratory's Michigan Strategic Partnership and Accelerated Research Collaboration (SPARC) duty station provides both a multidisciplinary research institution engaged in strategic science on behalf of national security and an environment for broader engagement with the University of Michigan faculty, staff, and students. Our generous benefits package includes:
  • PPO or High Deductible medical insurance with the same large nationwide network
  • Dental and vision insurance
  • Free basic life and disability insurance
  • Paid childbirth and parental leave
  • Award-winning 401(k) (6% matching plus 3.5% annually)
  • Learning opportunities and tuition assistance
  • Flexible schedules and time off (PTO and holidays)
  • Onsite gyms and wellness programs
  • Extensive relocation packages (outside a 50 mile radius)

Additional Details
Directive 206.2 - Employment with Triad requires a favorable decision by NNSA indicating employee is suitable under NNSA Supplemental Directive 206.2 . Please note that this requirement applies only to citizens of the United States. Foreign nationals are subject to a similar requirement under DOE Order 142.3A.
No Clearance: Position does not require a security clearance. Selected candidates will be subject to drug testing and other pre-employment background checks.
New-Employment Drug Test: The Laboratory requires successful applicants to complete a new-employment drug test and maintains a substance abuse policy that includes random drug testing. Although New Mexico and other states have legalized the use of marijuana, use and possession of marijuana remain illegal under federal law. A positive drug test for marijuana will result in termination of employment, even if the use was pre-offer.
Internal Applicants: Regular appointment employees who have served the required period of continuous service in their current position are eligible to apply for posted jobs throughout the Laboratory. If an employee has not served the required period of continuous service, they may only apply for Laboratory jobs with the documented approval of their Division Leader. Please refer to Policy Policy P701 for applicant eligibility requirements.
Equal Opportunity: Los Alamos National Laboratory is an equal opportunity employer. All employment practices are based on qualification and merit, without regard to protected categories such as race, color, national origin, ancestry, religion, age, sex, gender identity, sexual orientation, marital status or spousal affiliation, physical or mental disability, medical conditions, pregnancy, status as a protected veteran, genetic information, or citizenship within the limits imposed by federal, state, and local laws and regulations. The Laboratory is also committed to making our workplace accessible to individuals with disabilities and will provide reasonable accommodations, upon request, for individuals to participate in the application and hiring process. To request such an accommodation, please send an email to applyhelp@lanl.gov or call (505)-664-6947.
Employment Status
Appointment Type Postdoc
Postdoc

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