Senior Scientist (Computational Genomics & Large-Scale Molecular Data Analysis)(Dr Sealfon's Lab) - Neurology

ejis · United States

Posted 1 day ago

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Skills

Single-cell transcriptomicsEpigenomicsMachine learningRHigh-performance computingStatistical modelingData visualizationCloud-based workflowsRNA-seqATAC-seqDNA methylationLong-read sequencing

Job description

The Senior Scientist will drive computational analysis of high-dimensional datasets, partnering closely with a well-integrated computational-experimental team to generate biological insights from complex genomic data. The ideal candidate has deep expertise in single-cell transcriptomics and epigenomics, experience handling large-scale datasets, and strong quantitative and programming skills. Experience in machine learning and AI approaches is highly desirable.

  • Lead analysis of single-cell RNA-seq and multiome datasets (joint RNA/ATAC profiling)
  • Perform integrative analysis across modalities, including bulk RNA-seq, ATAC-seq, and DNA methylation datasets
  • Develop processing pipelines for novel single cell multiomic technologies
  • Apply statistical modeling and machine learning methods to identify cellular states, regulatory programs, and epigenetic signatures
  • Design and implement integrative multi-omic analyses across cohorts and experimental systems
  • Present findings internally and contribute to publications and grant applications
  • Stay current with emerging single-cell and AI-driven genomic analysis methodologies
  • Performs other related duties.
  •          Ph.D in sciences or related field (Computational Biology, Bioinformatics, Genomics, Statistics, Computer Science, or related field)
  •          Minimum five years of experience with scientific investigation.
  •          Must have demonstrated outstanding achievement in a field of research
  •          Must have contributed to a number of peer-reviewed publications, inventions or the like, at least some of which have had a major impact on advancing the field or discipline.
  •          Prior experience successfully securing external grant funding is highly desirable.
  • Highly Preferred Experience:
    • Strong experience analyzing bulk and single-cell RNA-seq and epigenomic data
    • Proficiency in R, including common single-cell analysis frameworks
    • Experience working with large-scale genomic datasets and high-performance computing environments
    • Strong statistical background and data visualization skills
    • Experience analyzing DNA methylation data (e.g., array-based or sequencing-based approaches)
    • Experience analyzing long-read RNA sequencing datasets
    • Demonstrated use of machine learning/AI methods for genomic data integration or prediction
    • Familiarity with cloud-based workflows and reproducible pipeline development
    • Track record of publications in peer-reviewed journals

 

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