About this opportunity
Johns Hopkins University lists this Postdoctoral Fellow - CausalML Lab opportunity in baltimore, Maryland. Review the employer’s description below for duties, qualifications and application requirements.
Job description
Dr. Murat Kocaoglu is seeking highly motivated postdoctoral scholars to join CausalML lab at Johns Hopkins University in 2026. This position offers the opportunity to work directly with CausalML Lab (led by Dr. Kocaoglu), alongside its respective lab members.
The research focuses on developing fundamental algorithms for causal decision making using real-world, non-IID time series datasets. This work is primarily conducted at the Homewood Campus in Baltimore. The ideal candidate has experience with developing algorithms for non-IID or time-series data.
Applicants with strong credentials and motivation should still apply even if they lack these specific qualifications. This is a full-time position with an initial appointment duration of 12 months, and the possibility of further extension based on performance and funding.
Qualifications
Qualifications:
PhD in Computer Science, Statistics, Electrical Engineering or a related field.
Strong publication record in peer-reviewed venues (e.g., NeurIPS, ICML, UAI, ICLR, AAAI, AISTATS) relevant to ML or AI.
Strong understanding of fundamental causal inference and causal discovery algorithms.
Experience with the design, development and implementation of causal ML algorithms.
Ability to lead research projects independently from concept to implementation.
Capability to formulate research methodologies and manage project timeline.
High proficiency in Python and deep learning frameworks (e.g., PyTorch).
Excellent teamwork skills for working in an interdisciplinary environment involving engineers, computer scientists, and clinicians.
Ability to work effectively in a highly collaborative, multi-lab environment.
Application Instructions
Applicants must submit the following documents via this Interfolio posting:
CV
Contact information for two (2) references.
Salary Range
The referenced salary range represents the minimum and maximum salaries for this position and is based on Johns Hopkins University's good faith belief at the time of posting. Not all candidates will be eligible for the upper end of the salary range. The actual compensation offered to the selected candidate may vary and will ultimately depend on multiple factors, which may include the successful candidate's geographic location, skills, work experience, internal equity, market conditions, education/training and other factors, as reasonably determined by the University.
Total Rewards
Johns Hopkins offers a total rewards package that supports our employees' health, life, career and retirement. More information can be found here: benefits-worklife/.
Equal Opportunity Employer
The Johns Hopkins University is committed to equal opportunity for its faculty, staff, and students. To that end, the university does not discriminate on the basis of sex, gender, marital status, pregnancy, race, color, ethnicity, national origin, age, disability, religion, sexual orientation, gender identity or expression, veteran status or other legally protected characteristics. The university is committed to providing qualified individuals access to all academic and employment programs, benefits and activities on the basis of demonstrated ability, performance and merit without regard to personal factors or demographic characteristics that are irrelevant to the program involved.
Pre-Employment Information
If you are interested in applying for employment with Johns Hopkins University and require special assistance or accommodation during any part of the pre-employment process, please contact the HR Business Services Office at . For TTY users, call via Maryland Relay or dial 711. For more information about workplace accommodations at Johns Hopkins University for disabilities, medical conditions (including medical conditions related to pregnancy or childbirth), accessibility, or religious reasons, please visit accessibility.jhu.edu.
Background Checks
After receiving a conditional offer, the successful candidate(s) for this position will be subject to a pre-employment background check including education verification. When deciding whether a candidate's conviction history is job-disqualifying, the University considers the nature and gravity of the offense, the time that has passed since the conviction, and the nature of the job being sought.
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Vaccine Requirements
Johns Hopkins University strongly encourages, but no longer requires, at least one dose of the COVID-19 vaccine. This change does not apply to the School of Medicine (SOM). SOM hires must be fully vaccinated with an FDA COVID-19 vaccination and provide proof of vaccination status. We still require all faculty, staff, and students to receive the seasonal flu vaccine.
Exceptions to the seasonal flu vaccine or COVID-19 vaccine (for SOM) requirement(s) may be provided to individuals with sincerely held religious beliefs or medical conditions that preclude them from receiving the vaccine. Requests for an exception must be submitted to the JHU vaccination registry. For additional information, applicants for SOM positions should visit coronavirus/covid-19-vaccine/ and all other JHU applicants should visit health-safety/covid-vaccination-information/.
The following additional vaccine requirements may apply, depending upon your campus. Please contact the hiring department for more information.
The pre-employment physical for positions in clinical areas, laboratories, working with research subjects, or involving community contact requires documentation of immune status against Rubella (German measles), Rubeola (Measles), Mumps, Varicella (chickenpox), Hepatitis B and documentation of having received the Tdap (Tetanus, diphtheria, pertussis) vaccination. This may include documentation of having two (2) MMR vaccines; two (2) Varicella vaccines; or antibody status to these diseases from laboratory testing. Blood tests for immunities to these diseases are ordinarily included in the pre-employment physical exam except for those candidates who provide results of blood tests or immunization documentation from their own health care providers. Any vaccinations required for these diseases will be given at no cost in our Occupational Health office.
Who can apply
Review the original listing for work authorization, qualifications and employer requirements.