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Machine Learning Biology Jobs in Florida (NOW HIRING)

Think Tank, Inc.

Fishery Observer III

Key Biscayne, FL · On-site

... Machine Learning related support activities REQUIREMENTS: * Bachelor's degree or higher in a natural science (e.g., Marine Biology, Fisheries Science, Ecology, or Environmental Science). * Extensive ...

Orange County Public Schools

BIOLOGY

Orlando, FL

Commitment to a core set of beliefs about teaching, learning, and ongoing professional development ... extremes, machinery, vibrations, electric currents, traffic hazards, animals/wildlife, toxic ...

AIS, Inc.

Data Scientist

Miami, FL · On-site

Master's degree in data science, computer science, marine biology, or related field, OR Bachelor's degree with 1+ year of relevant research experience * Experience applying machine learning ...

University of Miami

Research Associate 2

Miami, FL

Serve as a bridge between computational biology and wet-lab research by analyzing multi-omics ... modeling and machine learning, and develop computational workflows using R, Python, and GitHub.

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Machine Learning Biology information

See Florida salary details

$17.2K

$39K

$55.7K

How much do machine learning biology jobs pay per year?

As of Jul 21, 2026, the average yearly pay for machine learning biology in Florida is $39,001.00, according to ZipRecruiter salary data. Most workers in this role earn between $32,900.00 and $45,200.00 per year, depending on experience, location, and employer.

What are some common challenges faced by professionals working in Machine Learning Biology?

Professionals in Machine Learning Biology often deal with challenges such as handling large and complex biological datasets, integrating heterogeneous data types (like genomics, proteomics, or imaging), and addressing the noise and variability inherent in biological data. Interpreting results in a biologically meaningful way and ensuring reproducibility of models can also be complex, requiring close collaboration with experimental scientists. Many teams are cross-functional, so frequent communication with biologists, clinicians, and software engineers is important for project success. While these challenges can be demanding, they also offer opportunities for innovation and significant contributions to scientific discovery or medical advances.

Is ML a high paying job?

Machine Learning Biology roles are generally well-paid due to the specialized skills required, such as expertise in data analysis, programming, and biological sciences. Salaries vary based on experience, location, and industry, but they tend to be higher than average for many entry-level positions in related fields.

What is a Machine Learning Biology job?

A Machine Learning Biology job involves applying machine learning techniques to analyze biological data, such as genomic sequences, protein structures, or medical images. Professionals in this field develop algorithms to identify patterns, make predictions, and derive insights that can advance research in drug discovery, personalized medicine, and biotechnology. These roles typically require expertise in biology, data science, and programming, often using tools like Python, TensorFlow, or scikit-learn.

Is AI taking over biology jobs?

Machine Learning Biology professionals use AI and data analysis to advance biological research, but AI is generally a tool that complements rather than replaces human expertise. Many roles require domain knowledge, critical thinking, and interpretation skills that AI cannot fully replicate, so AI is more of an aid than a threat to biology jobs.

What are the key skills and qualifications needed to thrive in the Machine Learning Biology position, and why are they important?

To thrive as a Machine Learning Biology professional, you need expertise in both computational methods (especially machine learning and data science) and a solid understanding of biological sciences, typically supported by an advanced degree in bioinformatics, computational biology, or a related field. Familiarity with programming languages like Python or R, experience using machine learning frameworks (such as TensorFlow or scikit-learn), and working with biological databases are highly valued. Strong analytical thinking, problem-solving abilities, and effective interdisciplinary communication are key soft skills for this position. These competencies are vital for translating complex biological data into actionable insights and advancing research or product development in biotechnology and life sciences.

What is machine learning in biology?

Machine learning in biology involves using algorithms and statistical models to analyze biological data, such as genetic sequences or imaging, to identify patterns and make predictions. Professionals in this field often work with large datasets and tools like Python or R to develop models that can assist in tasks like disease diagnosis, drug discovery, and understanding biological processes.

What biology jobs pay over $100k?

In the field of machine learning biology, roles such as bioinformatics director, computational biologist, and data science lead often have salaries exceeding $100,000, especially with advanced skills in programming, statistical analysis, and experience with tools like Python, R, and machine learning frameworks. These positions typically require a strong background in biology and data science, along with relevant advanced degrees and experience in research or industry settings.
What are the most commonly searched types of Machine Learning Biology jobs in Florida? The most popular types of Machine Learning Biology jobs in Florida are:
What are popular job titles related to Machine Learning Biology jobs in Florida? For Machine Learning Biology jobs in Florida, the most frequently searched job titles are:
What job categories do people searching Machine Learning Biology jobs in Florida look for? The top searched job categories for Machine Learning Biology jobs in Florida are:
Machine Learning Biology jobs near you
Postdoctoral Associate (Public Health Sciences)

Postdoctoral Associate (Public Health Sciences)

University of Miami

Miami, FL

Full-time

Medical, Dental

Re-posted 23 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

228th of 555 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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