Raluca Ostafe's laboratory in the Department of Biological Sciences at Purdue University. The ... The candidate will work closely with formulation, epithelial transport, and microbiome-assay team ...
Raluca Ostafe's laboratory in the Department of Biological Sciences at Purdue University. The ... The candidate will work closely with formulation, epithelial transport, and microbiome-assay team ...
Microbiome Data Scientist information
What does a microbiome data scientist do?
A Microbiome Data Scientist specializes in analyzing complex datasets related to microbial communities, often from human, environmental, or agricultural sources. They use computational, statistical, and bioinformatics tools to interpret large-scale sequencing data, uncover patterns, and generate insights about how microbes influence health, disease, or environmental processes. Their work typically involves processing raw data, developing analytical pipelines, and collaborating with biologists and clinicians to translate findings into actionable knowledge. This role requires expertise in programming, statistics, and microbiology.
What are the key skills and qualifications needed to thrive as a microbiome data scientist?
To thrive as a Microbiome Data Scientist, you need a strong background in bioinformatics, microbiology, statistics, and computational biology, usually supported by an advanced degree in a relevant field. Proficiency with programming languages (such as Python or R), experience with next-generation sequencing data analysis tools, and familiarity with databases like QIIME or mothur are essential. Strong problem-solving abilities, attention to detail, and effective communication skills help you interpret complex datasets and collaborate with interdisciplinary teams. These skills ensure accurate analysis, meaningful scientific insights, and impactful contributions to research and clinical applications in microbiome science.
What are some common challenges faced by microbiome data scientists when analyzing complex biological datasets?
Microbiome Data Scientists often encounter challenges related to the high variability and complexity of biological data, such as noise, batch effects, and incomplete metadata. Integrating multi-omics datasets (e.g., metagenomics, metabolomics) and ensuring reproducibility of analyses can also be demanding. Collaborating with wet lab scientists and bioinformaticians is essential to validate findings and translate computational results into biological insights. Staying up-to-date with evolving analytical tools and best practices is crucial for success in this dynamic field.
What is the difference between Microbiome Data Scientist vs Microbiome Research Scientist?
| Aspect | Microbiome Data Scientist | Microbiome Research Scientist |
|---|---|---|
| Required Credentials | Master's or PhD in Bioinformatics, Data Science, or related fields | PhD in Microbiology, Biology, or related fields |
| Work Environment | Data analysis, computational modeling, collaboration with bioinformatics teams | Laboratory research, experimental design, microbiome sample analysis |
| Employer & Industry Usage | Biotech companies, research institutions, health tech firms | Academic labs, research institutes, biotech firms |
While both roles focus on microbiome studies, the Microbiome Data Scientist primarily analyzes data using computational methods, whereas the Microbiome Research Scientist conducts laboratory experiments and microbiome research. They often collaborate but have distinct skill sets and work environments.
How to become a microbiome data scientist?
To become a microbiome data scientist, one typically needs a strong background in biology, microbiology, or bioinformatics, along with skills in programming languages such as Python or R. Gaining experience with microbiome analysis tools, statistical methods, and data visualization is essential, often through a relevant master's or doctoral degree. Familiarity with sequencing technologies and bioinformatics pipelines also enhances job prospects in this field.
What are popular job titles related to Microbiome Data Scientist jobs in Indiana?
For Microbiome Data Scientist jobs in Indiana, the most frequently searched job titles are:
What job categories do people searching Microbiome Data Scientist jobs in Indiana look for?
The top searched job categories for Microbiome Data Scientist jobs in Indiana are:
Full-time
Medical
Re-posted 18 days ago
Purdue University rating
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Job description
Post Doc Research Associate
City: West Lafayette
Job Description:
Job Summary
Postdoctoral Research Associate in Oral Delivery, Epithelial Transport, and Nanocarrier Biology
Applications are invited for a Postdoctoral Research Associate position in Dr. Raluca Ostafe's laboratory in the Department of Biological Sciences at Purdue University. The position is part of a newly funded Wellcome Leap Focused Antibiotics project developing nanoparticle-mediated antibiotic delivery systems for site-directed treatment of infection while protecting the gut microbiome.
The successful candidate will lead infection-relevant release and antimicrobial-efficacy testing of oxygen-loaded antibiotic nanocarriers. The work will include development of infection-mimicking release conditions, antibiotic desorption/release assays, oxygen-unloading assays under low-pO₂ or infection-relevant conditions, MIC/MBC and time-kill assays, biofilm-relevant assays, and comparison of nanocarrier-associated versus free antibiotic exposure. The candidate will work closely with formulation, epithelial transport, and microbiome-assay team members to define lead and backup nanocarrier architectures.
We provide:
In addition to completing this online application, interested individuals should submit the following documents, preferably as one PDF file, to Dr. Raluca Ostafe at rostafe@purdue.edu
Purdue University is a public land-grant university and a tier 1 research institution located in West Lafayette, Indiana. West Lafayette is a thriving and diverse community with excellent schools, located one hour north of Indianapolis and two hours south of Chicago.
Purdue University is an EOE/AA employer. All individuals, including minorities, women, individuals with disabilities, and veterans are encouraged to apply.
Education
The successful candidate:
Experience
The successful candidate:
FLSA Status
Exempt
City: West Lafayette
Job Description:
Job Summary
Postdoctoral Research Associate in Oral Delivery, Epithelial Transport, and Nanocarrier Biology
Applications are invited for a Postdoctoral Research Associate position in Dr. Raluca Ostafe's laboratory in the Department of Biological Sciences at Purdue University. The position is part of a newly funded Wellcome Leap Focused Antibiotics project developing nanoparticle-mediated antibiotic delivery systems for site-directed treatment of infection while protecting the gut microbiome.
The successful candidate will lead infection-relevant release and antimicrobial-efficacy testing of oxygen-loaded antibiotic nanocarriers. The work will include development of infection-mimicking release conditions, antibiotic desorption/release assays, oxygen-unloading assays under low-pO₂ or infection-relevant conditions, MIC/MBC and time-kill assays, biofilm-relevant assays, and comparison of nanocarrier-associated versus free antibiotic exposure. The candidate will work closely with formulation, epithelial transport, and microbiome-assay team members to define lead and backup nanocarrier architectures.
We provide:
- Salary and health insurance benefits
- An intellectually stimulating, interdisciplinary, and supportive research environment
- Opportunity to work on a large translational project at the interface of microfluidics, nanomedicine, antimicrobial delivery, and infectious disease
- Access to advanced instrumentation and collaborative expertise across Purdue and external partners
In addition to completing this online application, interested individuals should submit the following documents, preferably as one PDF file, to Dr. Raluca Ostafe at rostafe@purdue.edu
- Cover letter
- Curriculum vitae
- Names and contact information of three references
Purdue University is a public land-grant university and a tier 1 research institution located in West Lafayette, Indiana. West Lafayette is a thriving and diverse community with excellent schools, located one hour north of Indianapolis and two hours south of Chicago.
Purdue University is an EOE/AA employer. All individuals, including minorities, women, individuals with disabilities, and veterans are encouraged to apply.
Education
The successful candidate:
- Has a Ph.D. in microbiology, infectious disease biology, pharmaceutical sciences, biomedical engineering, chemical biology, or a related field
Experience
The successful candidate:
- Has experience with bacterial culture, antimicrobial susceptibility testing, MIC/MBC assays, time-kill assays, or biofilm assays
- Has experience with quantitative assay development, data analysis, and experimental troubleshooting
- Is able to work carefully with infection-relevant models and maintain rigorous documentation
- Is self-motivated, organized, and able to work effectively in a multidisciplinary team
- Experience with antibiotic release assays, LC-MS/HPLC, oxygen measurements, hypoxia models, biofilms, or nanomedicine testing is preferred
FLSA Status
Exempt
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About Purdue University
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Company size
10,000+ Employees
Headquarters location
West Lafayette, IN, US
Year founded
1962