Program Integrity Data Scientist II

Data ScientistData ScientistFull TimeRemoteTeam 1,001-5,000Since 30+ yearsH1B SponsorCompany SiteLinkedIn

Location

United States

Posted

85 days ago

Salary

$81.4K - $130.2K / year

Bachelor Degree3 yrs expExperience acceptedEnglishAWSAzureCloudGoogle Cloud PlatformPythonSQL

Job Description

• Develop, implement, manage, and deploy in-depth analyses that meet the information needs related to payment accuracy, anomaly detection, and Fraud, Waste, and Abuse (FWA). • Build concepts as algorithms that identify claims for pre- or post-pay intervention based on probability of fraud, waste, and abuse. • Analyze and quantify claim payment issues and provide recommendations to mitigate identified program integrity risks. • Conduct outcome analyses to determine impact and effectiveness of corporate program and payment integrity initiatives. • Collaborate on the examination and explanation of complex data relationships to answer questions related to payment accuracy, anomaly detection, and FWA. • Monitor and provide explanation of anomalies related to trends associated with potential Fraud Waste and Abuse across the corporate enterprise. • Collaborate with Legal Department, generating data and analyses to support Legal proceedings. • Develop hypothesis tests and extrapolations on statistically valid samples to establish outlier behavior patterns and potential recoupment. • Create, maintain, and communicate an analytical plan for each project. • Mine and analyze large structured and unstructured datasets. • Employ a wide range of data sources to develop algorithms for predicting risk and understanding drivers, detecting outliers, etc. • Develop visualizations that demonstrate the efficacy of developed algorithms. • Provide statistical validation and analysis of outcomes associated with clinical programs and interventions. • Collaborate with other teams to integrate with existing solutions. • Communicate results and ideas to key stakeholders. • Prepare code for operationalization of end-to-end model pipeline and deliverable for business consumption.

Job Requirements

  • Bachelor's degree in Data Science, Mathematics, Statistics, Engineering, Computer Science, or related field required
  • Three (3) years data analysis and/or analytic programming required
  • Experience with cloud services (such as Azure, AWS or GCP) and modern data stack (such as Databricks or Snowflakes) preferred
  • Healthcare experience required
  • Proficient in SQL and at least one of the following programming languages: Python / R / RAT STAT
  • Familiarity with SAS is preferred
  • Preferred beginner level of knowledge of developing reports or dashboards in Power BI or other business intelligence applications
  • Ability to perform advanced statistical analyses and techniques including t-tests, ANOVAs, z-tests, statistical extrapolations, non-parametric significance testing, and sampling methodologies
  • Working knowledge of predictive modeling and machine learning algorithms such as generalized linear models, non-linear supervised learning models, clustering, decision trees, dimensionality reduction and natural language processing
  • Proficient in feature engineering techniques and exploratory data analysis
  • Familiarity with optimization techniques and artificial intelligence methods
  • Ability to analyze large quantities of information and identify patterns, irregularities, and deficiencies
  • Knowledge of healthcare coding and billing processes, including CPT4, HCPCS, ICD-9, DRG and Revenue Codes preferred
  • Proficient with MS office (Excel, PowerPoint, Word, Access)
  • Demonstrated critical thinking, verbal communication, presentation and written communication skills
  • Ability to work independently and within a cross-functional team environment.

Benefits

  • Health insurance
  • 401(k) matching
  • Bonuses tied to company and individual performance
  • Comprehensive total rewards package

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