INTERNSHIP DETAILS

2026 Summer Internship Program: Machine Learning Research Intern

CompanyTakeda
LocationBoston
Work ModeOn Site
PostedDecember 15, 2025
Internship Information
Core Responsibilities
The intern will curate ADMET datasets and fine-tune a permissively licensed base LLM on multi-task instruction formats. They will also benchmark against strong baselines and deliver a reproducible codebase.
Internship Type
full time
Salary Range
$21 - $46
Company Size
37235
Visa Sponsorship
No
Language
English
Working Hours
40 hours
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About The Company
We strive to transform lives. While the science we advance is constantly evolving, our core purpose is enduring. For more than two centuries, our values have guided us to do what’s right for patients and for society. We know that changing lives requires us to do things differently. We start by listening to and addressing what really matters to patients, the people who love them, and those in the healthcare system who provide care. And that’s what inspires us all to be bold, push boundaries and set new standards that open up greater opportunities. Read our community guidelines: https://takeda.info/communityguidelines
About the Role

By clicking the “Apply” button, I understand that my employment application process with Takeda will commence and that the information I provide in my application will be processed in line with Takeda’s Privacy Notice and Terms of Use.  I further attest that all information I submit in my employment application is true to the best of my knowledge.

Job Description

The Computational Chemistry Group in the Computational Science and Data Strategy (CSDS) department at Takeda Research focuses on integrating computational methodologies to advance drug discovery and development. 

 

Responsibilities

In this role, you will:

  • Design, train, and evaluate modern machine learning models applied to chemical and biological problems.
  • Collaborate with the machine learning research team to explore and test new algorithmic ideas.
  • Clean, organize, and analyze chemical and biological datasets for modeling and benchmarking.
  • Build and validate models for (bio)molecular property prediction and optimization.
  • Compare different molecular representations (e.g., SMILES, graphs, fingerprints) in both supervised and unsupervised learning setups.
  • Work closely with colleagues in chemistry, biology, and data science to understand real R&D needs and how ML solutions can be integrated into existing workflows.
  • Present your results regularly to the team, including progress updates, key findings, and next steps.

Required Qualifications

  • Currently enrolled in a Master’s or PhD program in Computer Science, Engineering, Chemistry, Biology, or a related quantitative field.
  • Strong interest in research at the intersection of machine learning and the life sciences.
  • Good foundational knowledge of chemistry and/or biology.
  • Solid communication skills in English, with the ability to explain technical concepts clearly in small group discussions and meetings.

Preferred Qualifications

  • Hands-on Python programming experience.
  • Experience with data science and/or cheminformatics tools, such as Pandas, Scikit-learn, Matplotlib, RDKit, OEChem, or DeepChem.
  • Experience with at least one deep learning framework, such as PyTorch, TensorFlow, or JAX.

Internship Eligibility

  • Must be authorized to work in the U.S. on a permanent basis without requiring sponsorship 

  • Must be currently enrolled in a degree program graduating December 2026 or later 

  • The internship program is 10-12 weeks depending on the two start dates (May 26th-August 14th or June 15th- August 21st)

  • The intern must be able to commit to one of these time frames

  • Able to work full time 40 hours a week during internship dates  

  • Takeda does not provide a housing stipend or relocation support for the U.S Summer Internship Program 

Program Highlights:

  • Hands-on experience with real projects and responsibilities 

  • Dedicated mentorship program pairing interns with experienced professionals 

  • Networking opportunities with industry professionals and fellow interns 

  • Internship events focused on professional and skills development  

  • Exposure to multiple business areas or departments within a Pharmaceutical Organization 

 

Applications will be accepted until January 4th

Takeda Compensation and Benefits Summary 

We understand compensation may bean important factor as you consider an internship opportunity. We are committed to equitable pay for all employees, and we strive to be more transparent with our pay practices. 

For Location:

Boston, MA

U.S. Hourly Wage Range:

$21.00 - $46.00

The estimated hourly range reflects an anticipated range for this position. The actual hourly wage offered will depend on the candidate’s school year/level to be entered following completion of internship.  The actual hourly wage offered will be in accordance with state or local minimum wage requirements for the job location. 

 

U.S. internship benefits vary by location and may include: 

  •  Paid sick time 

  • Civic Duty paid time off 

  • Participation at company volunteer events  

  • Participation at company sponsored special events  

  • Access to on-site fitness center (where available) 

  • Commuter Benefit: To offset your work-commute expenses, Takeda provides U.S. employees with a fixed monthly subsidy to be used for either public transportation (transit) or parking.  

EEO Statement

Takeda is proud in its commitment to creating a diverse workforce and providing equal employment opportunities to all employees and applicants for employment without regard to race, color, religion, sex, sexual orientation, gender identity, gender expression, parental status, national origin, age, disability, citizenship status, genetic information or characteristics, marital status, status as a Vietnam era veteran, special disabled veteran, or other protected veteran in accordance with applicable federal, state and local laws, and any other characteristic protected by law.

Locations

Boston, MA

Worker Type

Employee

Worker Sub-Type

Paid Intern (Fixed Term) (Trainee)

Time Type

Full time

Job Exempt

No

It is unlawful in Massachusetts to require or administer a lie detector test as a condition of employment or continued employment. An employer who violates this law shall be subject to criminal penalties and civil liability.
Key Skills
Computational ChemistryMachine LearningPythonDeep LearningData CurationPredictive ModelingChemistry PrinciplesBenchmarkingCodebase ReproducibilityMulti-Task LearningADMET DatasetsParameter-Efficient AdaptersGeneralist ModelsGraph Foundation Models
Categories
Science & ResearchTechnologyHealthcare
Benefits
Paid Sick TimeCivic Duty Paid Time OffParticipation At Company Volunteer EventsParticipation At Company Sponsored Special EventsAccess To On-Site Fitness CenterCommuter Benefit
2026 Summer Internship Program: Machine Learning Research Intern - InternshipsHQ