Healthcare Data Scientist Jobs

Responsibilities:

• Should have the ability to communicate data insights to all organizational levels, concluding, defining recommended actions, and reporting results across stakeholders.

• Should work on integrating data from different data sources.

• Should be working on pre-processing large datasets to build machine learning models, automating, deploying, and maintaining them into production.

• Should be able to understand how the deployed models run correctly.

•Should develop, test, and deploy data structures using Entity-Relationship Diagramming, and data modeling tools.

Requirements:

• 5+ years of experience in data science specialization, including statistical data analysis.

• Expertise in Linear/integration optimization, simulation, and game theory. Must be an expert and specialized in optimization and game theory.

• Deep understanding of common database technologies, such as SQL Database/Server, SQL Data Warehouse, Oracle, DB2, Netezza, MySQL, and other data sources.

• Experience working with distributed computing tools (Hadoop, Hive, Spark, etc.)

•Experience with Tableau is a plus.

• Experience with large scale data mining tools such as Spark

• Advanced understanding of best practices for structuring and organizing Data Lake file systems for large volumes of data.

• Experience performing advanced data pipelines, data structure and modeling, data processing, data extraction, joining, manipulation cleaning, analysis, and presentation for medium to large datasets.

• Experience developing models for forecasting, classification, clustering, regression analysis, recommendations, variable selections, and natural language processing.

• Strong grasp of experimental design, A/B testing, and advanced statistical analysis

• • Experience leading end-to-end data science project implementation including training, testing, and deploying machine learning models in production environments.