What are the responsibilities and job description for the Principal Application Architect position at V R Della Infotech Inc?
Description :
Deftly and innovatively integrates substantial healthcare expertise; business acumen; the scientific methodology of quasi-experimentation with repurposed data and the tools of the data science craft data ingesting; data cleansing; feature engineering; data filtering and aggregating; statistical estimation and hypothesis testing; machine learning and iterative development and continuous production integration and deployment to envision and bring to timely; extensible fruition; a growing portfolio of data science work products that advance the mission of GWT s Medicaid clients. Additionally; a Principal Data Scientist mentors less experienced team members to develop their craft. In order to understand costs and benefits in defining and evangelizing programmatic data science for GWT s Medicaid clients; this position requires solid prior experience with healthcare data along with a completed course of post-graduate training in a healthcare discipline. Must Have : Expert knowledge of SQL queries to process large amounts of data in a set-based fashion Thorough understanding of various SQL windowing functions through regular use Solid understanding of indexing; stored procedures; materialized views; etc. Has worked with datasets 10 B rows in size; many of them ugly / messy Solid python; including having developed complex object-oriented designs Solid knowledge of Repeated Measures / Time Series / Mixed Level Random Effects Statistical Estimation; Machine Learning; Overfit; False Discovery; etc. Strong focus on Explainable Machine Learning and Artificial Intelligence Experience working toward replicable causal inference in repurposed data Solid experience with the use of DevSecOps procedures tools for iterative development and CI / CD Main-stream BI dashboarding tools such as PowerBI; Tableau; SAS; etc. Performance Optimization for Data Science development and in production Use of a Massively Parallel Database Environment Understands how to optimize data models for MPP with distribution keys and schemes Knowledge of Semi-Structured and UnStructured data; schema-on-read; parsers; NLP packages Medical Training / Experience in Practice Solid Experience Deriving Insights from Healthcare data Experience doing Data Science leveraging the elasticity in a major Cloud environment Comfort-level presenting to business stakeholders and executives Excellent written and verbal communication skills; and mentoring skills as well Frequently Occurring Plusses This Level : Working knowledge of stacks and CQRS data structures; and state machines that use them Has used DataBricks for Data Science - knowledge of Scala a plus Actuarial training and experience Functional Programming
Dress Code
Additional Details
- Dress Code : Business Casual
- Client Interface Required : Yes
- Overtime Required : No
- Min Compliance Pay Rate : NA
- Max Compliance Pay Rate : 1001
