MD Anderson Cancer Center · 13 hours ago
Postdoctoral Fellow - Translational Molecular Pathology
MD Anderson Cancer Center is a leading institution in cancer research and treatment, and they are seeking a Postdoctoral Fellow in Translational Molecular Pathology. The role involves developing advanced AI tools for computational pathology and requires strong computational skills and experience in handling multimodal high-dimensional data sources.
Health CareHealth DiagnosticsHospitalMedical
Responsibilities
Learn and master skills for in-depth profiling and distillation/fusion of heterogeneous multimodal high-dimensional data sources (tissue images and transcriptomics/proteomics/metabolomics data)
Gain extensive experience on developing and applying state-of-the-art AI frameworks in vision/language/omics
Be trained heavily on efficient and clear communication with collaborators in clinical settings, mentoring junior trainees, publishing high-impact articles, and writing grants for career development
Qualification
Required
Ph.D. in Computer Science, Electrical Engineering, Statistics, Mathematics, Biomedical data sciences or a related field
Strong computational skills
Proficient in python and pytorch with extensive experience of training/validating AI models (computer vision and LLM)
Extensive experience in handling and analyzing tissue image data (H&E whole-slide images) and/or omics data (bulk-seq, spatial omics data)
Experience in large-scale, high-performance GPU cluster training and job handling
Experience with open-source codebases (Github, Hugging Face) and engagement with the developer community
Strong publication background
Proven track record of journal publications (or submissions) and/or premier ML conferences
Strong communication, writing, and collaboration ability
Ability to conduct well-organized and reproducible research workflow
Benefits
Medical
Dental
Paid time off
Retirement
Tuition benefits
Educational opportunities
Individual and team recognition
Company
MD Anderson Cancer Center
MD Anderson Cancer Center is a cancer treatment and research institution which gives treatment, and research of all types of cancer.
H1B Sponsorship
MD Anderson Cancer Center has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2021 (1)
Funding
Current Stage
Late StageTotal Funding
$16.2MKey Investors
Break Through CancerGastro-Intestinal Research Foundation
2023-05-16Grant· $2.7M
2023-01-24Grant· $3.5M
2022-04-19Grant· $10M
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