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Senior Data Scientist, Imaging Foundation ModelsMerck & Co. , Inc. • United States
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Senior Data Scientist, Imaging Foundation Models

Merck & Co. , Inc.
  • US
    United States
  • US
    United States
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À propos

Job Description
Within DAGS, our AI/ML team drives innovation across disease areas by building biologically grounded and interpretable imaging pipelines. In Immunology, digital pathology plays a critical role in understanding tissue level immune mechanisms and supporting companion diagnostics. We are seeking a Senior Data Scientist with strong expertise in computer vision and biomedical imaging to develop scalable imaging foundation models and interpretable pipelines for immunology and oncology biomarker discovery.
What You'll Do Develop and train imaging foundation models for histopathology, with a focus on immune-relevant tissue and cellular patterns. Build segmentation driven and cell-centric pipelines (e.g., immune cell typing, spatial organization, microenvironment analysis). Design interpretable modeling workflows that link image derived features to biological hypotheses and clinical endpoints. Apply zero-shot and weakly supervised learning methods to extract immune signals from H&E and IHC data. Collaborate closely with immunologists, pathologists, and translational teams to ensure biological relevance and interpretability. Support imaging biomarker development efforts, including applications toward companion diagnostics. Contribute to platform level imaging strategies, QC standards, and best practices within DAGS. Share findings through internal forums, publications, and scientific collaborations. You Should Have
PhD in Computer Science, Engineering, Data Science, AI/ML, Bioinformatics, Computational Biology, Genetics & Genomics, Mathematics, Statistics, Physics, Pharmaceutical Science, or related STEM field with 0+ years postdoctoral experience or Master's degree with 4+ years of industry experience. Strong expertise in computer vision and medical image analysis and/or multimodal data. Experience building and/or applying models for segmentation, detection, and representation learning, ideally in histopathology. Familiarity with modern deep learning architectures (e.g., transformers, vision foundation models). Proficiency in Python and deep learning frameworks such as PyTorch. Strong interest in immunology and tissue-based biomarker discovery. Ability to communicate complex technical ideas to multidisciplinary scientific partners. Preferred Skills and Experience
Familiarity with clinical or translational imaging biomarker programs. Publications in venues such as MICCAI, CVPR, NeurIPS, ISBI, or related journals.
#EligibleforERP
Required Skills: Biomedical Imaging, Computer Science, Computer Vision, Data Science, Data Segmentation, Deep Learning, Digital Pathology, Foundation Models, Image Analysis, Machine Learning (ML), Medical Imaging Analysis, Multimodal, Multimodal Analysis, PyTorch, Representation Learning, Transformer Model, Vision Transformer (ViT)
Preferred Skills:
Current Employees apply HERE
Current Contingent Workers apply HERE
US and Puerto Rico Residents Only:
Our company is committed to inclusion, ensuring that candidates can engage in a hiring process that exhibits their true capabilities. Please click here if you need an accommodation during the application or hiring process.
As an Equal Employment Opportunity Employer, we provide equal opportunities to all employees and applicants for employment and prohibit discrimination on the basis of race, color, age, religion, sex, sexual orientation, gender identity, national origin, protected veteran status, disability status, or other applicable legally protected characteristics. As a federal contractor, we comply with all affirmative action requirements for protected veterans and individuals with disabilities. For more information about personal rights under the U.S. Equal Opportunity Employment laws, visit:
EEOC Know Your Rights
EEOC GINA Supplement
We are proud to be a company that embraces the value of bringing together, talented, and committed people with diverse experiences, perspectives, skills and backgrounds. The fastest way to breakthrough innovation is when people with diverse ideas, broad experiences, backgrounds, and skills come together in an inclusive environment. We encourage our colleagues to respectfully challenge one another's thinking and approach problems collectively.
Learn more about your rights, including under California, Colorado and other US State Acts
The salary range for this role is $144,800.00 - $227,900.00
This is the lowest to highest salary we in good faith believe we would pay for this role at the time of this posting. An employee's position within the salary range will be based on several factors including, but not limited to relevant education, qualifications, certifications, experience, skills, geographic location, government requirements, and business or organizational needs.
The successful candidate will be eligible for annual bonus and long-term incentive, if applicable.
We offer a comprehensive package of benefits. Available benefits include medical, dental, vision healthcare and other insurance benefits (for employee and family), retirement benefits, including 401(k), paid holidays, vacation, and compassionate and sick days. More information about benefits is available at https://jobs.merck.com/us/en/compensation-and-benefits.
You can apply for this role through https://jobs.merck.com/us/en (or via the Workday Jobs Hub if you are a current employee). The application deadline for this position is stated on this posting.
San Francisco Residents Only:
We will consider qualified applicants with arrest and conviction records for employment in compliance with the San Francisco Fair Chance Ordinance
Los Angeles Residents Only:
We will consider for employment all qualified applicants, including those with criminal histories, in a manner consistent with the requirements of applicable state and local laws, including the City of Los Angeles' Fair Chance Initiative for Hiring Ordinance
Search Firm Representatives Please Read Carefully Merck & Co., Inc., Rahway, NJ, USA, also known as Merck Sharp & Dohme LLC, Rahway, NJ, USA, does not accept unsolicited assistance from search firms for employment opportunities. All CVs / resumes submitted by search firms to any employee at our company without a valid written search agreement in place for this position will be deemed the sole property of our company. No fee will be paid in the event a candidate is hired by our company as a result of an agency referral where no pre-existing agreement is in place. Where agency agreements are in place, introductions are position specific. Please, no phone calls or emails.
Employee Status: Regular
Relocation: Domestic
VISA Sponsorship: Yes
Travel Requirements: No Travel Required
Flexible Work Arrangements: Hybrid
Shift: Not Indicated
Valid Driving License: No
Hazardous Material(s): n/a
Job Posting End Date: 05/27/2026 *A job posting is effective until 11:59:59PM on the day BEFORE the listed job posting end date. Please ensure you apply to a job posting no later than the day BEFORE the job posting end date.
  • United States

Compétences linguistiques

  • English
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