Machine Learning Intern (Summer 2025)

Boston, MA

CodaMetrix

Explore the future of autonomous medical coding with Codametrix at HIMSS25. Schedule a Demo

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CodaMetrix is revolutionizing Revenue Cycle Management with its AI-powered autonomous coding solution, a multi-specialty AI-platform that translates clinical information into accurate sets of medical codes. CodaMetrix’s  autonomous coding supports improved patient care and drives efficiency under fee-for-service and value-based care models. We are passionate about getting doctors away from the keyboard and back to clinical care.

Position Overview

At CodaMetrix, the Machine Learning Research team is responsible for the invention, analysis, and deployment of new machine learning and AI-driven solutions using healthcare data to improve administrative and clinical medicine. We are looking for a highly talented intern to join our Machine Learning Research team and focus on innovating and developing novel statistical / machine learning solutions for healthcare problems. The intern will be paired with a mentor from the Machine Learning Research team. The mentor will provide task specific guidance and training for the work duties the intern will be responsible for. Additionally, there is a depository of curated study materials including articles, slide decks, online classes, and videos that the intern will be expected to study on their own. The mentor will maintain a consistent schedule of check ins with the intern to allow time for questions and knowledge transfer. 

Responsibilities:

  • Conduct comprehensive literature reviews to identify innovative techniques and methodologies in deep learning and LLMs.
  • Collaborate closely with mentors to research, design, and develop advanced ML/NLP

models tailored to specific project needs.

  • Rigorously evaluate model performance, ensuring comparisons against existing benchmarks

to gauge progress and effectiveness.

  • Implement and refine interpretable features within the models to significantly enhance their

explainability, ensuring they meet industry standards for clarity and understanding.

Requirements:

  • A graduate-level educational background with a minimum of two (2) years of study in Machine Learning, NLP, or AI, including PhD programs or applicable Master's course work.
  • Demonstrated strong interest in advancing skills in machine learning and deep learning.
  • Proficiency in using TensorFlow/PyTorch for model development, with a commitment to following best practices in the field.

Beneficial Experience:

  • Experience with clinical data
  • Experience with LLMs

What CodaMetrix can offer you: 

Our Internship and Co-op Program is a paid, full-time program for students of all years. From undergrad through PhD programs, we are devoted to helping students grow and develop their skillset in the healthcare-technology space. 

We want CodaMetrix to be a place where you feel welcomed, challenged, and invigorated. We offer high impact-projects, mentorship, and networking activities to all of our interns and co-ops, such as:

  • Full exposure to the CodaMetrix experience including working with a dedicated team, and attending company-wide meetings and events.
  • An assigned reporting manager for impactful professional development and feedback
  • Self-driven projects specific to your focus area
  • Professional development tips and workshops focused on networking, resume review, and more
  • Mentorship opportunities designed to support your career growth and development during and after your internship/co-op
  • Social events to get acquainted and network with other company employees of all levels (entry level through executive)
  • Cohort-specific gatherings to further connect and get to know one another

Internships will be 14 weeks and Co-op will be 6 months in length. 

All Boston-based interns and co-ops will be asked to be hybrid in our Boston, MA office (2-3 days per week). For those located outside of commuting distance, remote opportunities may still be available. Please apply if you are interested and we can consider your remote interest along with local candidates. 

Background Check Notice

All candidates will be required to complete a background check upon acceptance of a job offer.

Equal Employment Opportunity

Our company, as well as our products, are made better because we embrace diverse skills, perspectives, and ideas. CodaMetrix is an Equal Employment Opportunity Employer and all qualified applicants will receive consideration for employment.

Don’t meet every requirement? We invite you to apply anyway. Studies have shown that women, communities of color and historically underrepresented talent are less likely to apply to jobs unless they meet every single qualification. At CodaMetrix we are committed to building a diverse, inclusive and authentic workplace and encourage you to consider joining us.


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Tags: Deep Learning LLMs Machine Learning ML models NLP PhD PyTorch Research Statistics TensorFlow

Perks/benefits: Career development Startup environment Team events

Region: North America
Country: United States

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