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Hpc Postdoc Jobs in Michigan (NOW HIRING)

Hpc Postdoc information

What is an HPC postdoc?

HPC Postdocs, or High Performance Computing Postdoctoral Researchers, are scientists who have completed their PhD and are conducting advanced research that leverages powerful computational systems to solve complex problems. They often work at universities, research institutes, or national laboratories, focusing on developing new algorithms, optimizing code for supercomputers, or applying computational methods to scientific challenges. HPC Postdocs collaborate with interdisciplinary teams and may also provide support or training in HPC techniques for other researchers. Their work is essential for pushing the boundaries of science in fields such as physics, climate modeling, computational biology, and engineering.

What skills and qualifications are needed to thrive as an HPC postdoc?

To thrive as an HPC Postdoc, you need advanced knowledge in computational science, parallel programming, and a relevant doctoral degree, often in fields like physics, computer science, or engineering. Expertise in programming languages (such as C/C++, Fortran, Python), experience with high-performance computing systems, and familiarity with tools like MPI, OpenMP, or GPU computing frameworks are typically required. Strong analytical thinking, problem-solving, and collaboration skills set outstanding candidates apart in research environments. These competencies are crucial for conducting cutting-edge research, optimizing complex simulations, and advancing scientific discovery using supercomputing resources.

What are common challenges faced by an HPC postdoc when optimizing scientific applications for supercomputing environments?

HPC Postdocs often encounter the challenge of adapting complex scientific codes to efficiently utilize advanced supercomputing architectures. This may involve addressing issues such as parallel scalability, memory bottlenecks, and compatibility with different hardware or software environments. Collaborating closely with domain scientists, software engineers, and IT staff is essential to troubleshoot performance issues and implement effective solutions. Staying up-to-date with emerging HPC technologies and optimization techniques is also crucial for success in this role.

What cities in Michigan are hiring for Hpc Postdoc jobs?

Cities in Michigan with the most Hpc Postdoc job openings:

Senior Data Scientist - Multiomics and Population Cohorts

University Of Michigan

Ann Arbor, MI • On-site

$120 - $170/hr

Other

Medical, Dental, Vision, Retirement

Posted 16 days ago


University Of Michigan rating

8.1

Company rating: 8.1 out of 10

Based on 145 frontline employees who took The Breakroom Quiz

162nd of 618 rated colleges and universities


Job description

Senior Data Scientist - Multiomics and Population Cohorts

Michigan Medicine improves the health of patients, populations and communities through excellence in education, patient care, community service, research and technology development, and through leadership activities in Michigan, nationally and internationally. Our mission is guided by our Strategic Principles and has three critical components; patient care, education and research that together enhance our contribution to society.

Job Summary

The Division of Cardiovascular Medicine at the University of Michigan is expanding a nationally and internationally funded research program at the cutting edge of cardiovascular medicine. Led by Drs. Venkatesh Murthy and Sascha Goonewardena - whose work has appeared in leading journals including NEJM AI, JAMA, and Circulation - the program fuses artificial intelligence, advanced cardiac imaging, multiomics (proteomics, metabolomics, and genomics), and cardiometabolic disease biology to develop precision diagnostics and identify novel therapeutic approaches, with a particular focus on coronary microvascular disease and other cardiovascular conditions that disproportionately affect women and remain poorly served by existing diagnostic tools. This is a rare opportunity to join a high-impact, well-funded program doing science that matters.

This position serves as the primary multiomics computational scientist for the program. The incumbent will build and maintain proteomics and multi-omic analysis pipelines, deploy AI model inferences at scale in large population biobanks, and apply causal and genetic inference methods to identify biological mechanisms underlying cardiometabolic disease. This is an infrastructure and pipeline-focused role: the incumbent constructs the computational frameworks and cross-cohort data systems that make population-scale discovery possible, working closely with the postdoctoral scientist who leads the hypothesis-driven analyses and manuscript development. This is one of two senior data scientist roles; the two positions serve complementary, non-overlapping functions.

Responsibilities*
  • Build, implement, and maintain proteomics and multi-omic analysis pipelines integrating high-throughput proteomic data with metabolomic, genomic, and clinical datasets from large prospective cohort studies
  • Deploy AI models to biobank datasets
  • Build and maintain cross-cohort data harmonization and proteomic cross-walk tools across derivation and validation datasets
  • Perform causal and genetic inference analyses (including Mendelian randomization and mediation analysis) to identify disease mechanisms
  • Evaluate pipeline and signature performance; prepare written and code-based analytical reports (Python or R)
  • Contribute to manuscripts, grant applications, and presentations
  • Coordinate data sharing and computational workflows with collaborative network partners and other research partners
  • Other duties as assigned
Required Qualifications*
  • Masters or doctoral degree in bioinformatics, computational biology, biostatistics, systems biology, or a closely related field
  • Demonstrated experience analyzing large-scale proteomic datasets from high-throughput platforms (Olink or SomaScan)
  • Proficiency in R and/or Python for statistical analysis and pipeline development
  • Experience with multi-omic data integration combining at least two of: proteomics, metabolomics, genomics, transcriptomics
  • Familiarity with statistical methods for high-dimensional biological data (dimensionality reduction, regularized regression, survival analysis
  • Strong organizational skills and attention to detail
  • Ability to prepare and present written and code-based (Python or R) analytical reports
  • Strong scientific writing skills; ability to contribute to manuscripts and grant applications
Desired Qualifications*
  • Experience with large prospective cohort or biobank datasets (e.g., CARDIA, MESA, Framingham Heart Study, UK Biobank, or similar)
  • Experience with mediation analysis, causal inference, or Mendelian randomization methods in an omics context
  • Background in cardiovascular biology, vascular biology, or cardiometabolic disease
  • Experience with cloud or HPC computing environments, including Slurm-based job scheduling
  • Familiarity with SQL or PostgreSQL for data querying and management
  • Track record of peer-reviewed publications as a computational contributor to biomedical research
  • Familiarity with endothelial biology, inflammation, or microvascular disease
  • Experience with Git and reproducible research practices ? Experience building reproducible pipelines using workflow managers (Snakemake, Nextflow, or equivalent)
Why Join Michigan Medicine?

Michigan Medicine is one of the largest health care complexes in the world and has been the site of many groundbreaking medical and technological advancements since the opening of the U-M Medical School in 1850. Michigan Medicine is comprised of over 30,000employees and our vision is to attract, inspire, and develop outstanding people in medicine, sciences, and healthcare to become one of the world's most distinguished academic health systems. In some way, great or small, every person here helps to advance this world-class institution. Work at Michigan Medicine and become a victor for the greater good.

What Benefits can you Look Forward to?

  • Excellent medical, dental and vision coverage effective on your very first day
  • 2:1 Match on retirement savings
Modes of Work

Positions that are eligible for hybrid or mobile/remote work mode are at the discretion of the hiring department. Work agreements are reviewed annually at a minimum and are subject to change at any time, and for any reason, throughout the course of employment. Learn more about the work modes .

Work Schedule

Work Schedule: Monday through Friday, standard business hours. This is an onsite position.

Additional Information

We, the staff and faculty of the U-M Cardiovascular Center (CVC) team, are committed to advancing medicine and serving humanity through living and teaching our core values of Respect and Compassion; Collaboration; Innovation; and Commitment to Excellence. Each CVC employee is expected to understand and demonstrate that in every interaction we represent our entire organization in the care we provide and in the courtesies we extend to patients, families, and each respective team member. The CVC is dedicated to partnering with patients and families to deliver the safest and highest quality of health care.

The Division of Cardiovascular Medicine is firmly committed to advancing inclusion, diversity, equity, accessibility, and belonging, which are core to the culture and values of the Medical School Office of Research. Our community supports recruiting and cultivating a diverse workforce as a reflection of our commitment to serve the diverse people of Michigan and the world. We strive to create a work culture where each team member feels respected, valued, and safe.

Michigan Medicine conducts background screening and pre-employment drug testing on job candidates upon acceptance of a contingent job offer and may use a third party administrator to conduct background screenings.Background screenings are performed in compliance with the Fair Credit Report Act. Pre-employment drug testing applies to all selected candidates, including new or additional faculty and staff appointments, as well as transfers from other U-M campuses.

Application Deadline

Job openings are posted for a minimum of seven calendar days.The review and selection process maybegin as early as the eighth day after posting.Thisopening may be removed from posting boards and filled anytime after the minimum posting period has ended.

U-M EEO Statement

The University of Michigan is an Equal Opportunity Employer. We are committed to providing an environment of mutual respect where equal employment opportunities are available to all applicants, including protected veterans and individuals with disabilities.

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About University of Michigan

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The University of Michigan (U-M), based in Ann Arbor, MI, US, is one of America's most esteemed institutions in higher education. Established in 1817, it presides in the industry of education and research, providing a range of services including undergraduate, graduate, and professional education programs. Complementing this is an extensive research activity that has significantly contributed to various fields, from healthcare to engineering, humanities to sports. Upholding its mission "to serve the people of Michigan and the world through preeminence in creating, communicating, preserving and applying knowledge, art, and academic values", U-M consistently ranks among the top universities globally, a testament to its tradition of excellence in learning and research, and a deep commitment to innovation and discovery.

Industry

Colleges, universities, and professional schools

Company size

10,000+ Employees

Headquarters location

Ann Arbor, MI, US

Year founded

1817

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