2025 University Recruiting - Image Data Analytics Intern
USA - Massachusetts - Cambridge (320 Bent Street)
Internship
Hybrid
Intern
Merck is a biopharmaceutical company that offers medicines and vaccines for various diseases. They are seeking an Image Data Analytics Intern who will work on developing techniques for quantitative analysis of multidimensional images to support drug development.
Responsibilities
Developing techniques for quantitative analysis of multidimensional images
Identifying biomarkers in biological datasets to support drug development
Application of machine learning, deep learning, data mining, image processing, and signal processing techniques to extract meaningful information
Qualification
Required
Knowledge in mathematical algorithms in areas such as machine learning, deep learning, pattern recognition, data mining, image processing, computer vision, signal processing, bioinformatics, and statistics.
Research experience in biomedical image processing (such as histology-based, CT, MR, etc.) with applications in medical, healthcare, and/or pharmaceutical fields.
Research experience in analyzing multimodal datasets.
Ability to plan and schedule daily computing, research, and reporting activities to meet established timetables and objectives.
Excellent verbal and written communication skills.
Currently pursuing an MS or PhD in fields such as Electrical Engineering, Computer Science, Biomedical Engineering, Bioinformatics, Applied Mathematics, or Statistics.
Available to work full-time for 10-12 weeks during the summer of 2024 and return to school in the fall upon completion of the assignment.
Preferred
Experience in software packages such as Python, Matlab, R, C++, and Java.
Experience in deep learning frameworks like pytorch, tensorflow, keras, etc.
Experience in advanced deep learning models such as foundational models, graph neural networks, etc.
Experience in high-performance computing, GPU computing, and Cloud computing.
Experience/knowledge in bioinformatics and genomics.
Experience with big data tools such as Hadoop and Spark.
Benefits
Merck is a biopharmaceutical company that offers medicines and vaccines for various diseases.
