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Freelance Bioinformatics Machine Learning Jobs in Maryland

BCC-NIH

Staff Scientist

Bethesda, MD · On-site

PhD in Computer Science, Computational Biology, Bioinformatics, or a related field * Minimum of 5 years of experience developing and deploying machine learning or deep learning models * Strong ...

BCC-NIH

Staff Scientist

Bethesda, MD · On-site

PhD in Computer Science, Computational Biology, Bioinformatics, or a related field * Minimum of 5 years of experience developing and deploying machine learning or deep learning models * Strong ...

Axle

Data Scientist II

Rockville, MD · On-site

Bioinformatics Workflow and Data Pipeline Development: Design, build, and maintain reproducible ... Statistical Modeling and Machine Learning: Apply statistical and ML methods -- including hypothesis ...

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Freelance Bioinformatics Machine Learning information

What does a freelance bioinformatics machine learning specialist do?

A Freelance Bioinformatics Machine Learning specialist applies machine learning techniques to analyze biological data, such as genomics, proteomics, and medical records, on a project-by-project basis. They typically work independently with research labs, biotech companies, or healthcare organizations to develop algorithms, build predictive models, and interpret complex biological datasets. Their work helps drive insights in areas like drug discovery, personalized medicine, and disease prediction, often leveraging tools like Python, R, and specialized bioinformatics software. As freelancers, they have the flexibility to choose projects, set their schedules, and work remotely.

What are the key skills and qualifications needed to thrive as a freelance bioinformatics machine learning specialist?

To thrive as a Freelance Bioinformatics Machine Learning Specialist, you need a strong background in biology, statistics, and programming (such as Python or R), typically supported by a relevant degree in bioinformatics, computer science, or a related field. Familiarity with bioinformatics tools (e.g., BLAST, Bioconductor), machine learning libraries (scikit-learn, TensorFlow), and experience with cloud computing platforms are highly valuable. Strong problem-solving, communication, and project management skills help distinguish top freelancers in this field. These capabilities are crucial for independently delivering accurate, actionable biological insights to clients and efficiently managing multiple projects.

What are some common challenges freelance bioinformatics machine learning professionals face when working with multiple clients?

Freelance bioinformatics machine learning professionals often encounter challenges such as managing diverse data formats, aligning project expectations, and ensuring data privacy across multiple clients. Each client may have unique datasets, varying levels of documentation, and different computational infrastructure, requiring adaptability and strong communication skills. Balancing multiple deadlines and maintaining clear, consistent reporting are also important to foster trust and long-term collaborations.

What is the difference between Freelance Bioinformatics Machine Learning vs Freelance Data Scientist?

AspectFreelance Bioinformatics Machine LearningFreelance Data Scientist
CredentialsBackground in bioinformatics, biology, or related fields; knowledge of machine learningBackground in statistics, computer science, or related fields; strong programming skills
Work EnvironmentResearch labs, biotech companies, academic projects, freelance consultingVarious industries including finance, tech, healthcare, consulting
Industry UsagePrimarily biotech, healthcare, genomics, pharmaceutical sectorsBroad industry application including finance, marketing, tech, healthcare

Freelance Bioinformatics Machine Learning specialists focus on applying machine learning techniques to biological data, often working within biotech and healthcare sectors. In contrast, Freelance Data Scientists have a broader scope, working across multiple industries with diverse datasets. Both roles require strong analytical skills and programming expertise, but their industry focus and domain knowledge differ significantly.

What are the most commonly searched types of Bioinformatics Machine Learning jobs in Maryland?

The most popular types of Bioinformatics Machine Learning jobs in Maryland are:

What are popular job titles related to Freelance Bioinformatics Machine Learning jobs in Maryland?

For Freelance Bioinformatics Machine Learning jobs in Maryland, the most frequently searched job titles are:

What job categories do people searching Freelance Bioinformatics Machine Learning jobs in Maryland look for?

The top searched job categories for Freelance Bioinformatics Machine Learning jobs in Maryland are:

What cities in Maryland are hiring for Freelance Bioinformatics Machine Learning jobs?

Cities in Maryland with the most Freelance Bioinformatics Machine Learning job openings:

Freelance Bioinformatics Machine Learning jobs near you

Postdoctoral Research Associate

University of Maryland Baltimore County

Baltimore, MD • On-site

Full-time

Re-posted 19 days ago

Job description

Description
The Lobo Lab at the University of Maryland, Baltimore County (lobolab.umbc.edu) is seeking a postdoctoral researcher in computational biology to join a NIH-funded project in the area of systems biology of development and regeneration.
The project will leverage the planarian worm extraordinary ability to grow, degrow, and regenerate their whole body and organs to discern the mechanisms that control growth, shape, and size regulation. Join our interdisciplinary systems biology team combining surgical and genetic manipulations, molecular assays, machine learning, mathematical modeling, and ontological formalizations to obtain a mechanistic understanding of the genetic pathways that regulate tissue growth dynamics and whole-body scale targeted shapes and sizes.
Qualifications
Successful candidates will have a Ph.D. in computational biology or related field. Experience with mathematical modeling, machine learning, and/or bioinformatics analyses are desirable. Successful candidates will also have a demonstrated record of publications and excellent communication skills.
Application Instructions
Application Instructions: to apply, please visit http://apply.interfolio.com/87851
Deadline: Full consideration will be given to those applicants who submit all materials to http://apply.interfolio.com/87851 by JULY 1, 2021. A complete submission will consist of:
  1. Cover Letter with research interests and experience
  2. Curriculum Vitae
  3. Contact information for three references

Questions regarding the position may be addressed to: Dr. Daniel Lobo, lobo@umbc.edu, however all application materials MUST be submitted through Interfolio.

Apply