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Postdoc Python Jobs in Massachusetts (NOW HIRING)

Eli Lilly and Company

CADD Postdoctoral Scientist

Boston, MA · On-site

$58K - $123.20K/yr

... Postdoctoral Scientist to advance Synth(on)-Fragment-based Virtual Screening (SFBVS) for early ... Proficiency in Python and familiarity with cheminformatics tools (e.g., RDKit ). * Proficiency in ...

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Postdoc Python information

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

To thrive as a Postdoc Python, you need a PhD in a relevant field, strong research experience, and advanced proficiency in Python programming. Familiarity with data analysis libraries (like NumPy, pandas, and SciPy), version control systems (such as Git), and computational tools is typically required. Critical thinking, problem-solving, and effective communication help differentiate outstanding candidates in collaborative and interdisciplinary environments. These skills ensure that complex research projects are executed efficiently, reproducibly, and with meaningful scientific contributions.

What are some common challenges postdoctoral researchers face when working with Python in academic research?

Postdoctoral researchers using Python often encounter challenges such as integrating Python with legacy codebases written in other languages, managing complex dependencies and environments, and ensuring reproducibility of research results. Collaborating with interdisciplinary teams may also require adapting code for different data formats and computational needs. Staying up-to-date with the latest Python libraries and best practices is crucial, as is documenting code so that it can be easily understood and used by other researchers.

What does a Postdoc Python do?

A Postdoc Python is a postdoctoral researcher who specializes in using the Python programming language for scientific research, data analysis, or software development. They typically work in academic or research settings, contributing to ongoing projects, developing computational tools, and publishing their findings. Their work may involve collaborating with other scientists, mentoring students, and advancing research through innovative coding and data analysis techniques. Proficiency in Python allows them to tackle complex problems in fields like bioinformatics, physics, engineering, and more.

What is the difference between Postdoc Python vs Data Scientist?

AspectPostdoc PythonData Scientist
Required CredentialsPhD or equivalent in relevant field, strong Python skillsBachelor's or Master's in Data Science, Computer Science, or related field; Python skills often required
Work EnvironmentAcademic or research institutions, labsCorporate, tech companies, consulting firms
Industry UsageResearch projects, academic publicationsBusiness analytics, product development, data-driven decision making
Common Search/ComparisonPostdoc Python vs Data Scientist

While both roles require strong Python skills, a Postdoc Python typically focuses on research and academic projects, often requiring a PhD. In contrast, a Data Scientist applies Python in industry settings to analyze data, build models, and support business goals. The work environment and career paths differ, with Postdocs leaning toward academia and Data Scientists toward industry roles.

What are popular job titles related to Postdoc Python jobs in Massachusetts? For Postdoc Python jobs in Massachusetts, the most frequently searched job titles are:
What job categories do people searching Postdoc Python jobs in Massachusetts look for? The top searched job categories for Postdoc Python jobs in Massachusetts are:
What cities in Massachusetts are hiring for Postdoc Python jobs? Cities in Massachusetts with the most Postdoc Python job openings:
Postdoc Python jobs near you
Post Doc - Open Rank

Post Doc - Open Rank

University of Massachusetts Medical School

Worcester, MA

$62.23K - $75.56K/yr

Full-time

Posted 28 days ago

Job description

General Summary of the Position 

Postdoctoral positions in Deep-Learning Omics are available in the Zhou Lab (https://profiles.umassmed.edu/display/20062865). The Zhou Lab at UMass Chan Medical School (UMass Chan) develops and applies cutting-edge computational and big-data approaches to understand the genomics, epigenomics, and regulatory functions of noncoding RNAs in human disease. We develop computational methods and scalable pipelines to decode noncoding RNAs and their epigenetic modifications from diverse high-throughput sequencing data, including bulk, single-cell, and long-read sequencing data.

Lab Research:

• AI-Driven Algorithms & Software: Develop deep leering/machine learning/statistical based algorithms to elucidate lncRNAs, fusion transcripts, RNA modifications, and circular RNAs in human genetics and disease, toward developing RNA-based therapeutics.

• Integrative Analysis of Multi-Omics Data: Build end-to-end workflows for bulk and single-cell RNA-seq, long-read sequencing, and epigenomic assays, enabling efficient processing of large-scale multi-omics datasets, and apply them to decipher human diseases.

• Translational Discovery: Integrate computational findings with clinical and genetic data using machine learning/deep learning methods to identify RNA signatures of disease, guiding the development of RNA-based diagnostics and precision-medicine strategies.

The successful candidate will benefit from collaboration with world-class scientists and physicians at UMass Medical Center and in the Greater Boston area, including Harvard/MIT and other prestigious institutes. Dr. Zhou provides tailored mentorship and resources to align postdoctoral training with career goals, whether in academia, industry, or beyond.


REQUIRED QUALIFICATIONS:

  • Ph.D. (or imminent defense) in Computational Biology, Bioinformatics, Computer Science, Applied Mathematics, Statistics, Biophysics, Biomedical Engineering, or a related field.
  • Strong programming skills in at least one of: Python, R, C/C++, or Perl; proficient with Unix/Linux.
  • Experience with deep learning, statistical modeling, or AI applications to biological data.
  • Familiarity with transcriptomic technologies, ideally singlecell RNAseq or longread sequencing.
  • Demonstrated ability to conduct independent research and publish as first/coauthor.
  • Excellent communication, teamwork, and projectmanagement skills.

Application Instructions

Please email the following to Dr. Chan Zhou atchan.zhou@umassmed.edu (subject line: “Postdoc Application –Your Name”):

  1. Cover Letter: Summarize your research background, interests, and career objectives.
  2. Curriculum Vitae: Include publication list and detailed computational skill set.
  3. References: Contact information for at least two referees (email and phone).

Equal Opportunity Employer


UMass Chan Medical School is committed to fostering a diverse and inclusive environment. All qualified applicants will receive consideration without regard to race, color, religion, sex, national origin, disability status, protected veteran status, or any other characteristic protected by law.

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