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Postdoctoral In Bayesian Statistics Jobs in Minnesota

Experience in analysis of data from clinical studies and design of clinical trials * Strong applied statistical skills, includingsurvival analysis,regression modeling, Bayesian methods,adaptive trial ...

Experience in analysis of data from clinical studies and design of clinical trials * Strong applied statistical skills, includingsurvival analysis,regression modeling, Bayesian methods,adaptive trial ...

Responsibilities We are seeking a highly motivated and talented postdoctoral fellow to join our ... Expertise in statistical learning and random processes, Docker, DBMS (e.g. MySQL, Redis), and ...

Post Doctoral Research Fellow

Minneapolis, MN · On-site

$51.10K - $69.40K/yr

... in Minneapolis, Minnesota, invites applications for a Post-Doctoral Research Fellow to join our ... The Postdoctoral Research Fellow will be an integral part of a multidisciplinary research team and ...

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Postdoctoral In Bayesian Statistics information

What are the key skills and qualifications needed to thrive as a Postdoctoral Researcher in Bayesian Statistics, and why are they important?

To thrive as a Postdoctoral Researcher in Bayesian Statistics, you need an advanced degree (typically a PhD) in statistics or a related field, with strong expertise in Bayesian inference and probabilistic modeling. Proficiency with statistical programming languages such as R, Python, or Stan, and experience with specialized Bayesian analysis software are highly valued. Excellent problem-solving skills, collaboration, and the ability to communicate complex statistical concepts clearly are standout soft skills for this role. These skills and qualities are crucial for conducting rigorous research, publishing impactful results, and contributing effectively to scientific teams.

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

Postdoctoral researchers in Bayesian statistics often encounter challenges such as managing complex, high-dimensional data, staying current with rapidly evolving computational methods, and balancing independent research with collaborative projects. Effective strategies include leveraging open-source statistical software, actively participating in seminars and workshops to stay updated, and establishing regular communication with interdisciplinary teams. Building a strong professional network and seeking mentorship within the department can also help in navigating research obstacles and advancing one's career.

What is a Postdoctoral position in Bayesian Statistics?

A Postdoctoral position in Bayesian Statistics is a research-focused role for individuals who have recently completed their PhD in statistics, mathematics, or a related field. These positions involve conducting advanced research using Bayesian methods, which apply probability to infer statistical conclusions. Postdocs often work on developing new Bayesian models, collaborating on interdisciplinary projects, and publishing research findings. Such positions are typically temporary and designed to further prepare researchers for academic, industry, or governmental roles.

What is the difference between Postdoctoral In Bayesian Statistics vs Postdoctoral In Data Science?

AspectPostdoctoral In Bayesian StatisticsPostdoctoral In Data Science
Required CredentialsPhD in Statistics, Mathematics, or related fieldPhD in Computer Science, Statistics, or related field
Work EnvironmentAcademic research, university labsResearch institutions, tech companies, industry labs
Employer & Industry UsageUniversities, research institutesTech firms, finance, healthcare, consulting
Common Search & Comparison IntentSpecialized research roles in Bayesian methodsBroader data analysis and machine learning roles

Postdoctoral In Bayesian Statistics focuses on advanced research in Bayesian methods within academic settings, requiring deep statistical expertise. In contrast, Postdoctoral In Data Science covers a broader range of data analysis techniques, including machine learning, often in industry environments. Both roles require a PhD but differ in application focus and work environment.

What are popular job titles related to Postdoctoral In Bayesian Statistics jobs in Minnesota? For Postdoctoral In Bayesian Statistics jobs in Minnesota, the most frequently searched job titles are:
What job categories do people searching Postdoctoral In Bayesian Statistics jobs in Minnesota look for? The top searched job categories for Postdoctoral In Bayesian Statistics jobs in Minnesota are:
What cities in Minnesota are hiring for Postdoctoral In Bayesian Statistics jobs? Cities in Minnesota with the most Postdoctoral In Bayesian Statistics job openings:
Sr Biostatistician

Full-time

Medical, Dental, Vision, Life, Retirement, PTO

Posted 9 days ago


Medtronic rating

7.8

Company rating: 7.8 out of 10

Based on 168 frontline employees who took The Breakroom Quiz

161st of 512 rated manufacturers


Job description

We anticipate the application window for this opening will close on - 4 Jun 2026


At Medtronic you can begin a life-long career of exploration and innovation, while helping champion healthcare access and equity for all. You'll lead with purpose, breaking down barriers to innovation in a more connected, compassionate world.

A Day in the LifeIn this exciting role as Senior Statistician, you will be responsible for statistical aspects of study design and analysis of data from clinical studies conducted for regulatory approval or marketing purposes. This includes responsibility for design of studies, calculating of sample size and power, writing of statistical portions of protocol and statistical analysis plan, review of protocol and case report forms, analysis and interpretation of data, and preparation of relevant sections of regulatory submissions, reports, and manuscripts. Work will generally be self-directed but will be reviewed by the Manager at key time points.

A Day in the Life

Responsibilities may include the following and other duties may be assigned.

  • Designs, plans and executes biostatistical components of plans for clinical research and development projects that establish the conditions essential for determining safety, efficacy, and marketability of medical device products.

  • Uses sound statistical methodology to conduct studies relating to the life cycle of the product.

  • In development-phase projects, prepares the statistical component of protocols which meet project objectives, health authority guidelines, and clinical trial methodology standards.

  • Summarizes and interprets data into tabular and graphical formats amenable to principles of statistical inference and is responsible for the statistical component of reports describing studies, outcomes and methods used.

  • Provides specifications and directions to the clinicians and/or statistical programmers

  • Supports the regulatory review and approval of the experimental therapies.

  • May partner in trial design and in establishing standards for clinical conduct, and the collection, management and/or reporting of data.

  • Applies statistical knowledge and experience to the design of clinical studies, ensuring that study objectives can be met.This requires calculation of sample size and power, as well as possible determination of appropriate design assumptions from published literature.

  • Identifies potential threats to study credibility and validity, and works with study team to prevent, track, and manage potential problems.

  • Writes the statistical analysis plan for the study.

  • Performs statistical analysis using statistical programming software (e.g., SAS, R etc.)

  • Validates and provides clear documentation of analysis programs.

  • Writes Results and Methods sections of reports and manuscripts as needed.

  • Consults with other (e.g., non-clinical) staff on statistical and analysis issues.

  • Attends and contributes to project and department meetings.

  • Demonstrates excellent collaboration and interpersonal skills.

Must Have: Minimum Requirements

  • Bachelor's degree with4years of statistics experience

OR an advanced degree with2years of statistics experience.


Nice to Have

  • Master's degree or PhD in biostatistics or statistics

  • Experience in analysis of data from clinical studies and design of clinical trials

  • Strong applied statistical skills, includingsurvival analysis,regression modeling, Bayesian methods,adaptive trial designs,group sequential methods, longitudinal analysis (including mixed models), interim analysis, missing data strategies and multiple testing strategies.

  • Experience with adaptive designs

  • Advanced knowledge of and/or experience withstatistical programming packages, including SAS, R, or another statistical analysis package.

  • Experience communicating complex statistical/machine learning results to technical and non-technical through journal publications, conferences, presentations/posters, and seminars

  • High level of knowledge of clinical trial methods and execution.

  • Experience in Good Clinical Practice (GCP) and/or regulatory compliance guidelines for clinical trialsand medical devices (e.g., ISO, MDD/MDR).

  • Prior experience in FDA and/or global regulatory submissions.

  • Demonstrated ability to communicate technical content to non-statisticians (written and verbal).

  • Demonstration of good oral and written communication skills

  • Well-developed interpersonal skills and collaborations with multiple functions

  • Demonstration or evidence of leadership competencies.

  • Strong attention to detail.

For Baccalaureate degrees earned outside of the United States, a degree that satisfies the requirements of 8 C.F.R. 214.2(h)(4)(iii)(A) is required.

Physical Job Requirements

The above statements are intended to describe the general nature and level of work being performed by employees assigned to this position, but they are not an exhaustive list of all the required responsibilities and skills of this position.

The physical demands described within the Responsibilities section of this job description are representative of those that must be met by an employee to successfully perform the essential functions of this job. Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions. For Office Roles: While performing the duties of this job, the employee is regularly required to be independently mobile. The employee is also required to interact with a computer, and communicate with peers and co-workers. Contact your manager or local HR to understand the Work Conditions and Physical requirements that may be specific to each role.

U.S. Work Authorization & Sponsorship

At Medtronic, we are committed to fostering an environment where employees can thrive and make a meaningful impact. In alignment with our enterprise-wide workforce planning approach, U.S. work authorization sponsorship (H-1B, TN, J, etc.) is offered exclusively for Principal-level roles and above, where specialized expertise aligns with long-term business needs. Roles below the Principal level require candidates to possess unrestricted U.S. work authorization at the time of hire and for the duration of employment.

Join us in our mission to alleviate pain, restore health, and extend life-where your unique background and perspective are valued.

Benefits & Compensation

Medtronic offers a competitive Salary and flexible Benefits Package
A commitment to our employees lives at the core of our values. We recognize their contributions. They share in the success they help to create. We offer a wide range of benefits, resources, and competitive compensation plans designed to support you at every career and life stage.

Salary ranges for U.S (excl. PR) locations (USD):$118,400.00 - $177,600.00This position is eligible for a short-term incentive called the Medtronic Incentive Plan (MIP).The base salary range is applicable across the United States, excluding Puerto Rico and specific locations in California. The offered rate complies with federal and local regulations and may vary based on factors such as experience, certification/education, market conditions, and location. Compensation and benefits information pertains solely to candidates hired within the United States (local market compensation and benefits will apply for others).

The following benefits and additional compensation are available to those regular employees who work 20+ hours per week: Health, Dental and vision insurance,Health Savings Account,Healthcare Flexible Spending Account,Life insurance, Long-term disability leave,Dependent daycare spending account,Tuition assistance/reimbursement, andSimple Steps (global well-being program).

The following benefits and additional compensation are available to all regular employees:Incentive plans, 401(k) plan plus employer contribution and match,Short-term disability,Paid time off,Paid holidays,Employee Stock Purchase Plan,Employee Assistance Program,Non-qualified Retirement Plan Supplement (subject to IRS earning minimums), andCapital Accumulation Plan (available to Vice Presidents and above, or subject to IRS earning minimums).

Regular employees are those who are not temporary, such as interns. Temporary employees are eligible for paid sick time, as required under applicable state law, and the Employee Stock Purchase Plan. Please note some of the above benefits may not apply to workers in Puerto Rico.

Further details are available at the link below:

Medtronic benefits and compensation plans

About Medtronic

We lead global healthcare technology and boldly attack the most challenging health problems facing humanity by searching out and finding solutions.
Our Mission - to alleviate pain, restore health, and extend life - unites a global team of 95,000+ passionate people.
We are engineers at heart- putting ambitious ideas to work to generate real solutions for real people. From the R&D lab, to the factory floor, to the conference room, every one of us experiments, creates, builds, improves and solves. We have the talent, diverse perspectives, and guts to engineer the extraordinary.

Learn more about our business, mission, and our commitment to diversity here.

It is the policy of Medtronic to provide equal employment opportunity (EEO) to all persons regardless of age, color, national origin, citizenship status, physical or mental disability, race, religion, creed, gender, sex, sexual orientation, gender identity and/or expression, genetic information, marital status, status with regard to public assistance, veteran status, or any other characteristic protected by federal, state or local law. In addition, Medtronic will provide reasonable accommodations for qualified individuals with disabilities.

If you are applying to perform work for Medtronic, Inc. ("Medtronic") in any position which will involve performing at least two (2) hours of work on average each week within the unincorporated areas of Los Angeles County, you can findhere a list of all material job duties of the specific job position which Medtronic reasonably believes that criminal history may have a direct, adverse and negative relationship potentially resulting in the withdrawal of a conditional offer of employment. Medtronic will consider for employment qualified job applicants with arrest or conviction records in accordance with the Los Angeles County Fair Chance Ordinance for Employers and the California Fair Chance Act.


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