Full-Time

Senior Director

Neuroscience Translational Analytics

Posted on 11/25/2024

MSD

MSD

Senior

No H1B Sponsorship

Cambridge, MA, USA + 1 more

More locations: Boston, MA, USA

Hybrid work model requires three days in-office per week.

Category
Bioinformatics
Computational Biology
Genomics
Biology & Biotech
Required Skills
Python
Data Science
R
Data Analysis
Requirements
  • Ph.D. plus a minimum of 7 years post-doctoral research experience
  • A solid track record of 4+ years building/leading high-performance computational and AI/ML teams and developing top data science talent in biopharma or related industry with a specific focus on complex neurodegenerative diseases
  • Demonstrated expertise to decode disease biology by leveraging advanced machine learning and/or statistical inference frameworks to analyze multi-modal (transcriptomic, epigenomic) and multi-scale (bulk, single-cell and/or spatial) patient-derived data
  • Experience with in applying state-of-the-art analytic approaches to leverage preclinical functional genomics approaches (e.g., pooled/arrayed CRISPR screens, PerturbSeq, etc) to decode causal disease biology
  • Strong ability to code in R/Python and best practices for reproducible data analyses
  • Deep understanding of complex neurodegenerative diseases and/or neurological disorders with knowledge of the latest research and trends in the field
  • Strong ability to work and influence in complex matrixed organizations
  • Excellent oral and written communication skills
  • Ability to establish and maintain productive cross-site and high caliber external collaborations
Responsibilities
  • Adopt cutting-edge and scalable data science and bioinformatics approaches to integrate multi-resolution genetic, transcriptomic, proteomic, epigenomic and imaging data derived from patient tissues, cerebrospinal fluid, serum to decode disease biology, identify therapeutic targets and discover patient stratification biomarkers in complex diseases of the nervous system
  • Deploy advanced AI/ML approaches to leverage spatial and single-cell multi-omics data derived from tissue samples spanning disease and healthy controls in order to decode disease-relevant cellular interactions and cell-type specific molecular networks with the goal of novel target and biomarker discovery in complex neurodegenerative diseases (e.g. AD, PD, ALS) and other nervous system disorders
  • Integrate patient-derived data with high-throughput genetic and chemical screens in translationally-relevant preclinical models, including pooled/arrayed CRISPR, PerturbSeq, Optical Pooled Screens, Cell Painting and proteomic readouts to decode causal disease biology and prioritize novel therapeutic targets
  • Mentor and hire outstanding computational biologists and data scientists responsible for analysis of a wide variety of patient-derived and preclinical data to advance our company's Neuroscience portfolio
  • Continually enhance our foundational Neuroscience data assets by building upon existing and expanding collaborations with academia and industry partners
  • Collaborate with internal peers in diverse functional areas (Neuroscience, Information Technology, in vitro and in vivo pharmacology, chemistry, clinical and translational biomarkers) in a matrixed environment to develop research plans, optimize resource allocation, and maximize efficiencies to best execute on programs
  • Clearly communicate results to project teams, our company's scientific community, and the external scientific community through internal documents, presentations, and publications in leading journals

Company Stage

N/A

Total Funding

N/A

Headquarters

N/A

Founded

N/A

INACTIVE