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Histopathology Imaging Data Science Intern
@US001 Genmab US, Inc.
[Hiring] Histopathology Imaging Data Science Intern @US001 Genmab US, Inc.
Apr 03, 2025 - US001 Genmab US, Inc. is hiring a remote Histopathology Imaging Data Science Intern. đź’¸ Salary: unspecified. đź“ŤLocation: Northern America, Europe.
This description is a summary of our understanding of the job description. Click on 'Apply' button to find out more.
Role Description
We are looking for a motivated and detail-oriented Digital Pathology Intern to join our team for a summer internship. This role will focus on developing AI models to analyze H&E and IHC images and multiomics data (such as RNAseq and DNA mutations) to characterize the tumor microenvironment and uncover biomarkers linked to disease biology and treatment efficacy. The intern will collaborate with our translational data science team and other stakeholders to contribute to innovative translational research in cancer treatment.
What you’ll do (Specific Responsibilities)
-
Data ingestion & Analysis
- Develop or utilize pathology-specific foundational models e.g., CTransPath, PLIP, and BiomedParse, to process and analyze large image datasets
- Perform integrative analysis of pathology images with multiomics datasets (e.g. RNAseq, DNA mutations)
- Integrate and preprocess datasets and software packages from diverse sources to ensure compatibility with AI tools
- Conduct computation in a GPU-enabled environment on cloud platforms
-
Model Development & Optimization
- Assist in fine-tuning and optimizing AI models for tasks such as image segmentation and classification using python/R
- Add new functions to the current pipeline of imaging data analysis
- Document and present model performance metrics to the team
-
Biomarker Discovery
- Apply deep learning/machine learning techniques to predict protein expression and identify potential biomarkers associated with tumor characteristics and treatment outcomes
- Work with mentors and other researchers to validate findings and assess their relevance to cancer biology and therapeutic strategies
-
Research & Reporting
- Conduct literature reviews to keep abreast of the latest developments in deep learning, digital pathology and multiomics integration
- Prepare reports and presentations to share findings with both technical and non-technical audiences
Qualifications
- Currently enrolled in a degree program in Computer Science, Bioinformatics, Data Science, or a related field
- Proficiency in programming languages such as Python or R
- Experience with machine learning frameworks (e.g., PyTorch) and data analysis tools
- Familiarity with image processing and analysis techniques
- Experience with cloud computing platforms, e.g., AWS, DataBricks
- Ability to collaborate effectively in a team setting
- Demonstration of initiative, a proactive attitude, and eagerness to learn in a fast-paced environment
Requirements
- Prior experience with digital pathology or multiomics data analysis
- Basic understanding of cancer biology or oncology research
- Excellent written and verbal communication skills
General Intern Information – Date/Location/Schedule
- Internships will take place June through August, 2025 and be based in Plainsboro, NJ
- This role will operate on a hybrid schedule – 3 days in the office and 2 days remote per week
About You
- You are genuinely passionate about our purpose
- You bring precision and excellence to all that you do
- You believe in our rooted-in-science approach to problem-solving
- You are a generous collaborator who can work in teams with a broad spectrum of backgrounds
- You take pride in enabling the best work of others on the team
- You can grapple with the unknown and be innovative
- You have experience working in a fast-growing, dynamic company (or a strong desire to)
- You work hard and are not afraid to have a little fun while you do so!
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| đź“Ť | Be aware of the location restriction for this remote position: Northern America, Europe |
| ‼ | Beware of scams! When applying for jobs, you should NEVER have to pay anything. Learn more. |
Back to Remote jobs >
All others
All others
|
Salary
đź’¸
unspecified
|
Remote
Location
Northern America, Europe
|
|
Job Type
full-time
|
Posted
Apr 03, 2025
|
️
| đź“Ť | Be aware of the location restriction for this remote position: Northern America, Europe |
| ‼ | Beware of scams! When applying for jobs, you should NEVER have to pay anything. Learn more. |
