... using machine learning approaches. Responsibilities : • Integrate long-read and short-read RNA ... Required : • PhD (awarded or imminent) in bioinformatics, computational biology, or a closely ...
... using machine learning approaches. Responsibilities : • Integrate long-read and short-read RNA ... Required : • PhD (awarded or imminent) in bioinformatics, computational biology, or a closely ...
Postdoctoral Associate
Blacksburg, VA · On-site
... in Scientific Machine Learning (SciML). • Collaborating with members of the group as well as ... Biology, Bioinformatics, Statistics, Mathematics, Biophysics, Physics, Chemistry, Biology or ...
Postdoctoral Associate
Blacksburg, VA · On-site
... in Scientific Machine Learning (SciML). • Collaborating with members of the group as well as ... Biology, Bioinformatics, Statistics, Mathematics, Biophysics, Physics, Chemistry, Biology or ...
... bioinformatics and computational biology. The lab's research program focuses on developing ... Current ongoing projects include: statistical modeling and advanced machine learning/AI method ...
... bioinformatics and computational biology. The lab's research program focuses on developing ... Current ongoing projects include: statistical modeling and advanced machine learning/AI method ...
... bioinformatics, computational biology, or a closely related field * Demonstrated experience using long- or short-read RNA-seq to understand alternative splicing * Experience using machine learning ...
... bioinformatics, computational biology, or a closely related field * Demonstrated experience using long- or short-read RNA-seq to understand alternative splicing * Experience using machine learning ...
Research Scientist - Oral & Craniofacial Molecular Biology - School of Dentistry
Richmond, VA · On-site
$90 - $120/hr
Advanced computational expertise in bioinformatics, spatial and multimodal omics integration, including proficiency in R and/or Python * Experience applying machine learning, network analysis, or ...
New
Research Scientist - Oral & Craniofacial Molecular Biology - School of Dentistry
Richmond, VA · On-site
$90 - $120/hr
Advanced computational expertise in bioinformatics, spatial and multimodal omics integration, including proficiency in R and/or Python * Experience applying machine learning, network analysis, or ...
New
Senior Data Scientist
Springfield, VA · On-site
$117 - $195/hr
Bioinformatics * Data Engineering * Algorithm Development * Documentation * Cloud Computing * Data Mining * Database Design * Explainable AI * Machine Learning * Bayesian Modeling * Data Processing
Senior Data Scientist
Springfield, VA · On-site
$117 - $195/hr
Bioinformatics * Data Engineering * Algorithm Development * Documentation * Cloud Computing * Data Mining * Database Design * Explainable AI * Machine Learning * Bayesian Modeling * Data Processing
... bioinformatics, multiomics , metabolomics, infectious or environmental exposures, and responsible applications of artificial intelligence or machine learning in biomedical research. This is a staff ...
... bioinformatics, multiomics , metabolomics, infectious or environmental exposures, and responsible applications of artificial intelligence or machine learning in biomedical research. This is a staff ...
Postdoctoral Associate
Blacksburg, VA · On-site
$63K - $73K/yr
... Machine Learning (SciML). They will be expected to collaborate with members of the group as well as ... Biology, Bioinformatics, Statistics, Mathematics, Biophysics, Physics, Chemistry, Biology or ...
Postdoctoral Associate
Blacksburg, VA · On-site
$63K - $73K/yr
... Machine Learning (SciML). They will be expected to collaborate with members of the group as well as ... Biology, Bioinformatics, Statistics, Mathematics, Biophysics, Physics, Chemistry, Biology or ...
... Machine Learning (SciML). They will be expected to collaborate with members of the group as well as ... Biology, Bioinformatics, Statistics, Mathematics, Biophysics, Physics, Chemistry, Biology or ...
... Machine Learning (SciML). They will be expected to collaborate with members of the group as well as ... Biology, Bioinformatics, Statistics, Mathematics, Biophysics, Physics, Chemistry, Biology or ...
Proficiency with bioinformatics tools and sequence analysis * Knowledge of biosafety/biosecurity ... Experience with HPC, GIS, machine learning, uncertainty quantification Chemical Defense Analyst ...
Proficiency with bioinformatics tools and sequence analysis * Knowledge of biosafety/biosecurity ... Experience with HPC, GIS, machine learning, uncertainty quantification Chemical Defense Analyst ...
Proficiency with bioinformatics tools and sequence analysis * Knowledge of biosafety/biosecurity ... Experience with HPC, GIS, machine learning, uncertainty quantification Chemical Defense Analyst ...
Proficiency with bioinformatics tools and sequence analysis * Knowledge of biosafety/biosecurity ... Experience with HPC, GIS, machine learning, uncertainty quantification Chemical Defense Analyst ...
Postdoctoral Researcher (Chemistry)
Amherst, VA · On-site
$63K - $65K/yr
... bioinformatic pipelines and Python-based data analysis packages) - Complete literature review ... machine learning (ex. AlphaFold, ESMFold) Interested candidates are asked to submit a resume and ...
Postdoctoral Researcher (Chemistry)
Amherst, VA · On-site
$63K - $65K/yr
... bioinformatic pipelines and Python-based data analysis packages) - Complete literature review ... machine learning (ex. AlphaFold, ESMFold) Interested candidates are asked to submit a resume and ...
VIPBG - Research Faculty F73640 & F73650
Richmond, VA · On-site
$90 - $160/hr
... bioinformatics, multi‑ancestry genomics, genetic variant curation, statistical methods ... machine learning, artificial intelligence, reproducible pipelines, high performance cloud computing ...
New
VIPBG - Research Faculty F73640 & F73650
Richmond, VA · On-site
$90 - $160/hr
... bioinformatics, multi‑ancestry genomics, genetic variant curation, statistical methods ... machine learning, artificial intelligence, reproducible pipelines, high performance cloud computing ...
New
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?
| Aspect | Freelance Bioinformatics Machine Learning | Freelance Data Scientist |
|---|---|---|
| Credentials | Background in bioinformatics, biology, or related fields; knowledge of machine learning | Background in statistics, computer science, or related fields; strong programming skills |
| Work Environment | Research labs, biotech companies, academic projects, freelance consulting | Various industries including finance, tech, healthcare, consulting |
| Industry Usage | Primarily biotech, healthcare, genomics, pharmaceutical sectors | Broad 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 Virginia?
The most popular types of Bioinformatics Machine Learning jobs in Virginia are:
What are popular job titles related to Freelance Bioinformatics Machine Learning jobs in Virginia?
For Freelance Bioinformatics Machine Learning jobs in Virginia, the most frequently searched job titles are:
What job categories do people searching Freelance Bioinformatics Machine Learning jobs in Virginia look for?
The top searched job categories for Freelance Bioinformatics Machine Learning jobs in Virginia are:
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What cities in Virginia are hiring for Freelance Bioinformatics Machine Learning jobs?
Cities in Virginia with the most Freelance Bioinformatics Machine Learning job openings:
Full-time
Re-posted 2 days ago
University Of Virginia rating
7.9
Based on 35 frontline employees who took The Breakroom Quiz
208th of 620 rated colleges and universities
Job description
Job Summary:
The University of Virginia is seeking a highly motivated Postdoctoral Research Associate to join the Platig Lab. The role involves working with an interdisciplinary team to investigate the role of alternative splicing in Type 1 Diabetes using machine learning approaches.
Responsibilities:
• Integrate long-read and short-read RNA-seq with RBP data (motifs, eCLIP) for splicing and isoform analysis
• Develop machine learning methods to predict functional RNA regulatory elements
• Collaborate with wet-lab partners to design follow-up experiments
• Publish findings and present at national conferences
• Contribute to grant writing and mentorship of graduate students
Qualifications:
Required:
• PhD (awarded or imminent) in bioinformatics, computational biology, or a closely related field
• Demonstrated experience using long- or short-read RNA-seq to understand alternative splicing
• Experience using machine learning techniques in genomics
• Strong publication record
• Ability to communicate computational techniques to a broad audience
Preferred:
• Experience modeling RNA binding proteins
• Familiarity with T1D
• Experience with machine learning interpretability approaches (xAI)
Company:
The University of Virginia was founded in 1819 as the model for modern universities that has since been emulated all over the world. Founded in 1819, the company is headquartered in Charlottesville, USA, with a team of 10001+ employees. The company is currently Late Stage.
The University of Virginia is seeking a highly motivated Postdoctoral Research Associate to join the Platig Lab. The role involves working with an interdisciplinary team to investigate the role of alternative splicing in Type 1 Diabetes using machine learning approaches.
Responsibilities:
• Integrate long-read and short-read RNA-seq with RBP data (motifs, eCLIP) for splicing and isoform analysis
• Develop machine learning methods to predict functional RNA regulatory elements
• Collaborate with wet-lab partners to design follow-up experiments
• Publish findings and present at national conferences
• Contribute to grant writing and mentorship of graduate students
Qualifications:
Required:
• PhD (awarded or imminent) in bioinformatics, computational biology, or a closely related field
• Demonstrated experience using long- or short-read RNA-seq to understand alternative splicing
• Experience using machine learning techniques in genomics
• Strong publication record
• Ability to communicate computational techniques to a broad audience
Preferred:
• Experience modeling RNA binding proteins
• Familiarity with T1D
• Experience with machine learning interpretability approaches (xAI)
Company:
The University of Virginia was founded in 1819 as the model for modern universities that has since been emulated all over the world. Founded in 1819, the company is headquartered in Charlottesville, USA, with a team of 10001+ employees. The company is currently Late Stage.
What University Of Virginia employees say
Pay
Benefits
Hours and flexibility
Workplace
Get the full story on Breakroom
About University of Virginia
Sourced by ZipRecruiter
The University of Virginia is distinctive among institutions of higher education. Founded by Thomas Jefferson in 1819, the University sustains the ideal of developing, through education, leaders who are well-prepared to shape the future of the nation.
Industry
Colleges, universities, and professional schools
Company size
10,000+ Employees
Headquarters location
Charlottesville, VA, US
Year founded
1819