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Freelance Bioinformatics Machine Learning Jobs in Florida

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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, and why are they important?

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 Florida? The most popular types of Bioinformatics Machine Learning jobs in Florida are:
What are popular job titles related to Freelance Bioinformatics Machine Learning jobs in Florida? For Freelance Bioinformatics Machine Learning jobs in Florida, the most frequently searched job titles are:
What job categories do people searching Freelance Bioinformatics Machine Learning jobs in Florida look for? The top searched job categories for Freelance Bioinformatics Machine Learning jobs in Florida are:
What cities in Florida are hiring for Freelance Bioinformatics Machine Learning jobs? Cities in Florida with the most Freelance Bioinformatics Machine Learning job openings:
Freelance Bioinformatics Machine Learning jobs near you
Postdoctoral Associate (Public Health Sciences)

Postdoctoral Associate (Public Health Sciences)

University of Miami

Miami, FL • On-site

Full-time

Medical, Dental

Posted 20 days ago

University Of Miami rating

7.7

Company rating: 7.7 out of 10

Based on 52 frontline employees who took The Breakroom Quiz

216th of 537 rated colleges and universities

Job description

Current Employees:

If you are a current Staff, Faculty or Temporary employee at the University of Miami, please click here to log in to Workday to use the internal application process. To learn how to apply for a faculty or staff position, please review this tip sheet.

The University of Miami/UHealth Department of SCCC Public Health Science has an exciting opportunity for a Full Time Post Doctoral Associate to work at the UHealth campus in Miami, Fl.

    We are seeking a highly motivated Postdoctoral Associate to join our bioinformatics research lab. The successful candidate will work at the intersection of computational biology, Genomics, machine learning, and data science, contributing to the development and evaluation of advanced algorithms for analyzing large-scale biological datasets. This role is ideal for candidates with a strong computer science background, such as algorithms, machine learning and data science.

    Key Responsibilities

    • Develop, implement, and evaluate machine learning and deep learning models for biological data analysis
    • Work with large-scale datasets such as:
      • Genomics / transcriptomics (bulk, single-cell, spatial)
      • Epigenomics, proteomics, or multi-omics data
    • Design data preprocessing, feature engineering pipelines.
    • Implement models in Python using frameworks such as PyTorch, TensorFlow.
    • Perform statistical analyses and model benchmarking against existing methods.
    • Collaborate with wet-lab scientists and domain experts to interpret results.
    • Contribute to manuscripts, conference abstracts, and presentations.

    Required Qualifications

    • Ph.D in Computer Science, Bioinformatics, Computational Biology, Data Science, or a related field
    • Strong programming skills in Python, R
    • Solid understanding of:
      • Machine learning fundamentals
      • Deep learning architecture (e.g., CNNs, RNNs, Transformers)
      • Optimization and model evaluation
      • Knowledge in biology and genomics
    • Experience working with large datasets and numerical computing libraries (NumPy, Pandas, SciPy)
    • Familiarity with Linux environments, version control (Git), cloud computing.

    Preferred Qualifications

    • Prior experience in bioinformatics or computational biology
    • Experience with one or more of the following:
      • Single-cell or spatial omics analysis
      • DNA Methylation analysis
      • Graph neural networks
      • Generative models (VAEs, diffusion models)
      • Multi-modal learning
    • Knowledge of bioinformatics tools and data formats (FASTQ, BAM, VCF, H5AD, AnnData, Seurat, etc.).
    • Experience with HPC clusters, cloud computing, or GPU acceleration.
    • Strong mathematical background in linear algebra, probability, and statistics.
    • Prior research experience with publications or preprints.

    The University of Miami offers competitive salaries and a comprehensive benefits package including medical, dental, tuition remission and more.

    UHealth-University of Miami Health System, South Florida's only university-based health system, provides leading-edge patient care powered by the ground breaking research and medical education at the Miller School of Medicine. As an academic medical center, we are proud to serve South Florida, Latin America and the Caribbean. Our physicians represent more than 100 specialties and sub-specialties, and have more than one million patient encounters each year. Our tradition of excellence has earned worldwide recognition for outstanding teaching, research and patient care. We're the challenge you've been looking for.

    The University of Miami is an Equal Opportunity Employer. Applicants and employees are protected from discrimination based on certain categories protected by Federal law.

    Job Status:

    Full time

    Employee Type:

    Staff

    What University Of Miami employees say

    Pay

    Benefits

    Hours and flexibility

    Workplace

    Get the full story on Breakroom

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    About University of Miami

    Sourced by ZipRecruiter

    The University of Miami, located in the beautiful Coral Gables, Florida, is a comprehensive, private research institution in the United States. Operating within the higher education industry, the institution offers a multitude of degree programs spanning over 180 majors and program through its 12 colleges. The University was founded in 1925 with the mission to disseminate knowledge, transform lives, and change the world - a mission it has held faithfully to this day. Notably, the University of Miami has gained global recognition for its commitment to research and innovation, with over $324 million in research and sponsored project funding awarded annually.

    Industry

    Colleges, universities, and professional schools

    Company size

    10,000+ Employees

    Headquarters location

    Coral Gables, FL, US

    Year founded

    1925

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