Data Scientist
Core
Deliver actionable business insights and predictive analytics models to prospects and customers based on large-scale data.
Role type
Senior IC data scientist (predictive analytics)
Builds
Predictive analytics models and data visualizations for client engagements
Domain
IT Consulting / Business Intelligence
Deliverable
production ML models | dashboards & analysis | client delivery
Required skills
Statistical modeling (Linear/Logistic Regression, GLM, GAM, PCA, ANOVA, CART, Clustering, Time Series), Data preparation (integration, cleansing, imputation), SQL, R, Python, SAS Enterprise Miner, SPSS, Stata, Matlab, Minitab, JMP, Text Mining, Survival Analysis, Domain knowledge in Finance/Health Care/Telecommunications, Data modeling, ETL, Reporting tools
Preferred skills
PhD in Statistics/Mathematics/CS, Experience with Perl, AWK, shell scripting, C/C++
Technologies
SQL, R, Python, SAS Enterprise Miner, SPSS, Stata, Matlab, Minitab, JMP
Responsibilities
Gather requirements and develop proposals for customer analytics needs, Perform end-to-end model development (exploration, preparation, validation, scoring), Test algorithm efficacy for analytical use-cases, Create data visualizations and dashboards, Lead customer implementations and present insights, Collaborate with sales teams on pre-analytics discussions
Seniority
Senior, hands-on IC
