ZipRecruiter

Log In

1

Machine Learning Biology Jobs in Florida (NOW HIRING)

Lynker

Marine Sensor Data Scientist - AI/ML

Miami, FL · On-site

$110 - $160/hr

A Ph.D. in data science, computer science, marine biology, or a related field, with experience developing machine-learning models and advanced analytical techniques. * Experience developing and ...

next page

Showing results 1-20

All JobsMachine Learning Biology JobsMachine Learning Biology Jobs in Florida

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 Aug 15, 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.

What is a machine learning biology?

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.

What are the key skills and qualifications needed to thrive in machine learning biology?

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 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
Infographic showing various Machine Learning Biology job openings in Florida as of August 2026, with employment types broken down into 1% As Needed, 75% Full Time, 21% Part Time, 1% Temporary, and 2% Contract. Highlights an 87% Physical, 3% Hybrid, and 10% Remote job distribution, with an average salary of $39,001 per year, or $18.8 per hour.

Postdoctoral Associate (Public Health Sciences)

University of Miami

Miami, FL • On-site

Full-time

Re-posted yesterday

University Of Miami rating

7.7

Company rating: 7.7 out of 10

Based on 52 frontline employees who took The Breakroom Quiz

260th of 618 rated colleges and universities

Job description

Job Summary:
The University of Miami is seeking a highly motivated Postdoctoral Associate to join their bioinformatics research lab at the UHealth campus in Miami, FL. The successful candidate will work at the intersection of computational biology, genomics, machine learning, and data science, focusing on the development and evaluation of advanced algorithms for analyzing large-scale biological datasets.
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.
Qualifications:
Required:
• 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:
• 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.
Company:
University of Miami is a public research university that provides undergraduate, graduate, and professional degree programs. Founded in 1925, the company is headquartered in Coral Gables, USA, with a team of 5001-10000 employees. The company is currently Late Stage.

What University Of Miami employees say

Pay

Benefits

Hours and flexibility

Workplace

Get the full story on Breakroom

University of Miami logo

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

View All University of Miami Jobs

Apply