Jobs · Engineering · Massachusetts

Senior Data Scientist

UMass Memorial Medical Center · Worcester, MA · 2 days ago
EngineeringFull-time

Requirements

  • Masters Degree in Mathematics, Statistics, Engineering, Computer Science, Data Sciences, Social Sciences, Business Analytics, or related field
  • 2 years experience in a position requiring use of technical software such as SQL, IBM SPSS, Tableau or Python in developing data models, reporting and analytical processes to support program requirements and stakeholders
  • Experience using statistical and data mining techniques
  • Experience developing processes and tools to monitor and analyze model performance and data accuracy
  • Experience using statistical tools such as SAS, IBM SPSS
  • Data Visualization/presentation skills

Qualifications

  • Experience using Tableau

Skills

  • Use of technical software such as SQL, IBM SPSS, Tableau or Python in developing data models, reporting and analytical processes to support program requirements and stakeholders
  • Statistical and data mining techniques
  • Developing processes and tools to monitor and analyze model performance and data accuracy
  • Using statistical tools such as SAS, IBM SPSS
  • Data Visualization/presentation skills

Responsibilities

  • Turn data into critical information/knowledge that can be used to make sound organizational decisions for healthcare organization
  • Mentor Data Scientists and other staff in the development of process improvement and evaluation opportunities to increase the efficiency of the reporting process
  • Combine seemingly unrelated data concepts to identify trends and to solve complex problems
  • Design experiments and tests hypotheses to support quality and/or financial performance improvement initiatives
  • Evaluate options to complex problems by using mathematics and statistical methods
  • Lead process discovery sessions to define operation definitions for data and identify stakeholders requirements for work in an ambiguous, constantly changing environment
  • Integrate and prepare large, varied datasets, architect specialized databases and computing environments from disparate data sources, and specifically with Epic
  • Investigate program requirements as they are rolled out, determine optimal data sources and processes to stand up analytics to support these programs
  • Develop and propose innovative ways to look at problems by using data mining approaches on the set of information available
  • Validate findings using an experimental and iterative approach
  • Present analyses and/or findings to the business and validate the work in a way that can be easily understood by business stakeholders
  • Develop processes and tools to monitor and analyze model performance and data accuracy

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