InVitro Cell Research, LLC ยท 1 day ago
Scientist, Bioinformatics
InVitro Cell Research, LLC is seeking Bioinformatics Scientists with strong backgrounds in computational biology and data science. The role involves conducting complex bioinformatics analyses and discovering personalized biomarkers to aid in diagnosing difficult diseases.
Responsibilities
Conduct complex bioinformatics analyses on large genomics, transcriptomic, proteomic, metabolomic, and lipidomic datasets from biofluids and cell lines
Engage in multi-omic integration under a personalized medicine paradigm
Discover personalized biomarkers to aid in unraveling complex and obscure phenotypes
Qualification
Required
An MS or PhD in a Biomedical Science and extensive experience with computational biology, bioinformatics and data science
Experience incorporating AI tools into bioinformatics workflows
Expertise in multi-omics integration, systems biology, network medicine, precision and personalized medicine
Expertise in perturbation analysis and pathway enrichment analysis (eg. KEGG, Reactome, MSigDB)
Machine learning skills (eg. LR, SVM, RF, XGBoost) and extensive experience with: Bayesian/probabilistic modeling, network-based sample similarity algorithms and factorization methods, data cleaning, such as batch effect removal and imputation, and data transformation and visualization
A solid statistical foundation
Expertise programming machine learning and statistical pipelines, preferably in Python
GitHub repository showing your work, preferably linked to publications
Ability to work in the United States without sponsorship
A can-do attitude and a friendly, easygoing personality
Preferred
iOS app development
R programming
Linux environments
Outlier detection