Software Engineering- Data Science Intern

Job Description:

About TransMedics

TransMedics is transforming organ transplantation through the Organ Care System (OCS), an advanced medical technology platform generating complex operational and clinical data. Our Data Science and Software teams leverage data to improve decision-making, optimize processes, and support innovation across engineering and operations.

Position Summary

The Software Engineering Intern – Data Science will support data analysis, modeling, and automation initiatives across engineering and operational teams. This role provides hands-on experience working with real-world datasets, applying statistical and machine learning techniques, and developing tools to improve business and technical insights.

This internship is ideal for students interested in machine learning, applied data science, or algorithm development within a healthcare technology environment.

KEY RESPONSIBILITIES:

Data Analysis & Preparation

• Perform data cleaning, integration, and exploration across multiple data sources
• Work with structured and semi-structured data from different systems and formats
• Validate data accuracy and identify inconsistencies or trends

Modeling & Machine Learning

• Develop and evaluate predictive models and algorithms
• Apply statistical and machine learning methods to real-world problems
• Support model testing, validation, and performance analysis

Visualization & Reporting

• Create dashboards, visualizations, and reports to communicate findings
• Translate complex data insights into clear, actionable summaries
• Support automation of recurring analysis tasks

Tools & Collaboration

• Use programming tools such as Python for data analysis and modeling
• Collaborate with Engineering, Software, and Operations teams
• Contribute to documentation and reproducibility of analyses

What You’ll Learn

• Practical application of machine learning in a healthcare technology setting
• Working with large, real-world datasets
• Model validation and performance evaluation techniques
• Exposure to cloud-based data environments and ML platforms
• Cross-functional collaboration between technical and operational teams

Qualifications

• Pursuing a Bachelor’s or Master’s degree in Data Science, Computer Science, Computer Engineering, Statistics, or related field
• College Sophomore, Junior, Senior, or Graduate Student
• Strong programming and data analysis skills
• Experience with Python and data science libraries (pandas, NumPy, scikit-learn) preferred
• Familiarity with machine learning concepts and algorithms
• Experience with AWS-based data tools or ML platforms a plus
• Strong analytical thinking and problem-solving skills
• Clear written and verbal communication skills

Coursework or Interest Areas

• Machine Learning
• Data Science
• Algorithms
• Statistics
• Applied Mathematics

Why This Internship Stands Out

You will work with real operational and engineering data, build predictive models, and contribute to analytics initiatives that support innovation in medical technology. This role blends software engineering discipline with applied data science in a mission-driven environment.

Every Organ Wasted is a Life Not Saved.

TransMedics, Inc. is a commercial-stage medical technology company transforming organ transplant therapy for patients worldwide. Our mission is to help save more patients’ lives by increasing access to viable donor organs for those who are awaiting an organ transplant. To accomplish this mission, we partner closely with transplant stakeholders worldwide and help expand their access to healthy donor organs, while delivering the highest quality technology, service, clinical care and outcomes.

Driven by a passion for improving patient care, we make the impossible possible and keep our employees at the center of everything we do. Together, we strive to enhance the quality of life for transplant recipients and their families, fostering hope and healing in the journey toward better health.

Maximize your potential at TransMedics, Inc.

www.TransMedics.com

TransMedics is an equal opportunity employer and does not discriminate on the basis of race, color, religion, sex, national origin, marital status, age, disability or protected veteran status, or any other characteristic protected by law. We are committed to creating an inclusive environment for all employees.