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Sr Data Scientist

San Francisco, CA
Description:

FULLY REMOTE - PST HRs

6 months WITH EXTENSION UP TO 3 YRS


Responsibilities
  • Maintain and develop in-house endpoint association and modeling/prediction pipeline that use cutting edge machine learning methodologies to develop biomarkers of clinical response and resistance, extend analytical capabilities of biomarker platform
  • Develop and maintain in-house survival prediction pipeline that use multi-omics data to predict survival endpoints
  • Perform multi-omics integration analysis
  • Perform pan-study analysis to find biomarkers that are predictive of safety and efficacy endpoints.
  • Serve as a subject matter expert and implementation lead for application of open-source R and python ML modeling libraries to clinical trial data and real world data (from external partners, publicly available data or consortia data).
  • Work cross-functionally with stakeholders in Research and Development.
  • Communicate findings and insights and present them to the team.

Basic Qualifications
Doctorate degree and 1-2 years of scientific experience OR Master’s degree and 3-5 years of scientific experience OR Bachelor’s degree and 5-7 years of scientific experience

Preferred Qualifications
  • PhD or MS in Bioinformatics, Mathematics, Statistics, Computer Science, or a related quantitative field.
  • Significant experience in bioinformatics, applied mathematics and/or statistics to analyze multi-modal, multi-dimensional and large-scale biological datasets including whole genome/exome sequencing, RNA-seq, and high-throughput proteomics data.
  • Familiarity of clinical bioinformatics domain and associated technologies, real world biomarker data
  • Working experience of data QC, data preprocessing, feature selection, model building and deployment.
  • Fluency in both Python and R programming languages and associated DevOps tools (version control, ML Ops).

Top 3 Must Have Skill Sets:    
  • Machine learning
  • Experience working with clinical data and multi-omics data
  • R programming language

Pay Rate  between $81 - $92/hr on W2 based on experience.
 
"This posting is for Contingent Worker, not an FTE"

 

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