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Machine Learning Computational Biology Jobs in Boston, MA

Required : • Bachelor's or Master's degree in Computer Science, Machine Learning, Computational Biology, or related field • 2+ years of hands-on experience with PyTorch and/or JAX for deep ...

Required : • Bachelor's or Master's degree in Computer Science, Machine Learning, Computational Biology, or related field • 2+ years of hands-on experience with PyTorch and/or JAX for deep ...

Required : • Bachelor's or Master's degree in Computer Science, Machine Learning, Computational Biology, or related field • 2+ years of hands-on experience with PyTorch and/or JAX for deep ...

Required : • Bachelor's or Master's degree in Computer Science, Machine Learning, Computational Biology, or related field • 2+ years of hands-on experience with PyTorch and/or JAX for deep ...

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Machine Learning Computational Biology information

What types of projects might I work on as a machine learning computational biology specialist?

As a Machine Learning Computational Biology specialist, you may work on projects ranging from analyzing large-scale genomic data to developing predictive models for disease risk or drug response. Typical tasks include designing and implementing machine learning algorithms to identify patterns in biological datasets, collaborating with biologists and clinicians to interpret results, and contributing to publications or presentations. You'll often be part of a multidisciplinary team, interacting with data scientists, laboratory researchers, and software engineers. This role offers the opportunity to work on cutting-edge biomedical research and have a direct impact on advancements in healthcare and life sciences.

What is a machine learning computational biology?

A Machine Learning Computational Biology job involves applying machine learning techniques to analyze biological data, such as genomics, proteomics, and medical imaging. Professionals in this field develop algorithms and models to identify patterns, make predictions, and generate insights that can drive scientific discovery or improve healthcare. They typically work with large datasets, employing statistical and computational methods to solve complex biological problems. The role often requires expertise in programming, data science, and domain-specific biological knowledge. It is commonly found in academia, pharmaceutical companies, biotech firms, and healthcare institutions.

What are the key skills and qualifications needed to thrive in the machine learning computational biology position, and why are they important?

To thrive as a Machine Learning Computational Biology professional, you need a strong background in biology, statistics, computer science, and machine learning, typically supported by an advanced degree in a relevant field. Familiarity with programming languages such as Python or R, experience with bioinformatics tools, and knowledge of machine learning frameworks like TensorFlow or scikit-learn are commonly required. Strong analytical thinking, effective communication, and the ability to work collaboratively in interdisciplinary teams are highly valued soft skills. These qualifications are essential for solving complex biological problems, developing robust computational models, and effectively communicating findings to both technical and non-technical stakeholders.

What jobs can I get with a machine learning computational biology degree?

A degree in machine learning computational biology can lead to roles such as bioinformatics scientist, computational biologist, data scientist, or machine learning engineer in healthcare, biotech, or pharmaceutical companies. These positions often require skills in programming, statistical analysis, and familiarity with biological data and tools like Python, R, or TensorFlow.
What are popular job titles related to Machine Learning Computational Biology jobs in Boston, MA? For Machine Learning Computational Biology jobs in Boston, MA, the most frequently searched job titles are:
What job categories do people searching Machine Learning Computational Biology jobs in Boston, MA look for? The top searched job categories for Machine Learning Computational Biology jobs in Boston, MA are:
Infographic showing various Machine Learning Computational Biology job openings in Boston, MA as of August 2026, with employment types broken down into 1% As Needed, 73% Full Time, 23% Part Time, 1% Temporary, and 2% Contract. Highlights an 87% Physical, 2% Hybrid, and 11% Remote job distribution.

Associate Director, AI Enablement & Machine Learning (Cambridge)

Vesalius Therapeutics

Cambridge, MA • On-site

$212K - $318K/yr

Full-time

Medical, Retirement

This job post has expired 1 day ago. Applications are no longer accepted.


Job description

Cambridge, MA

THE ROLE

Vesalius Therapeutics is seeking an Associate Director, AI Enablement & Machine Learning to help drive the adoption and application of AI, machine learning, and scientific computing across the discovery organization. This individual will partner closely with Biology, Data Science, and Research teams to identify opportunities where AI can accelerate scientific discovery, improve decision‑making, and enhance research productivity. This is a highly collaborative, hands‑on role that combines technical expertise with scientific curiosity and the ability to translate complex research challenges into practical computational solutions.

KEY RESPONSIBILITIES
  • Develop and deploy AI/ML solutions that support target discovery, translational research, biomarker identification, and scientific decision‑making.
  • Partner with scientists and cross‑functional teams to identify high‑impact opportunities for AI and advanced analytics.
  • Apply modern machine learning techniques, including predictive modeling, deep learning, generative AI, and large language models.
  • Build and maintain analytical workflows for complex biological and multimodal datasets.
  • Collaborate with Data Science and Engineering teams to deploy scalable tools and computational workflows.
  • Promote best practices in reproducibility, model validation, data governance, and AI adoption.
  • Mentor colleagues and help increase AI literacy and computational capabilities across the organization.
  • Stay current on emerging technologies and recommend practical applications that create scientific value.
PROFESSIONAL EXPERIENCE & QUALIFICATIONS
  • Ph.D. or Master’s degree in Machine Learning, Computational Biology, Bioinformatics, Data Science, Computer Science, or a related field.
  • Approximately 5–8 years of relevant experience (may include post‑doc) applying AI, machine learning, or computational methods in biotechnology, pharmaceuticals, healthcare, or life sciences.
  • Strong programming skills in Python and experience with modern machine learning frameworks.
  • Experience working with biological, biomedical, or other complex scientific datasets.
  • Knowledge of cloud computing environments and scalable computational workflows.
  • Excellent communication skills and ability to collaborate across scientific and technical disciplines.
PREFERRED

Experience supporting drug discovery, genomics, proteomics, biomarker development, generative AI, large language models, knowledge management systems, or AI‑enabled research platforms.

SUCCESS PROFILE
  • The ideal candidate is collaborative, intellectually curious, technically strong, and motivated by applying AI to solve meaningful scientific problems. They are equally comfortable engaging with scientists, data scientists, and software engineers and enjoy turning innovative ideas into practical solutions.

At Vesalius Therapeutics, we are guided by core values that encourage innovation and impact.

We are an equal opportunity employer. All qualified applicants will be considered for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, protected veteran status, or any other characteristic protected by law.

We recognize that great candidates often bring unique strengths without fulfilling every qualification. If you have some of the experience listed above but not all, please apply anyway. We are dedicated to building diverse and inclusive teams and look forward to learning more about your background and interest in Vesalius Therapeutics.

The salary range for this role is $212,000 - $318,000. Compensation for the role will depend on a number of factors, including a candidate's qualifications, skills, competencies, and experience. Vesalius Therapeutics currently offers healthcare coverage, annual incentive program, retirement benefits and a broad range of other benefits. Compensation and benefits information is based on Vesalius Therapeutics's good faith estimate as of the date of publication and may be modified in the future.

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