Predictive Analytics Specialist
2 weeks ago
The Predictive Analytics Specialist will engage in a hybrid work model, contributing to the success of Elevance Health by leveraging advanced analytical techniques to enhance member experiences and solve complex business challenges.
Key Responsibilities:
- Develop and execute predictive modeling initiatives aimed at addressing specific business challenges in collaboration with stakeholders.
- Analyze diverse data sets, encompassing both structured and unstructured data, to derive actionable insights.
- Manage and process extensive data streams within distributed computing frameworks to support thorough analysis.
- Implement both batch and real-time model scoring to inform strategic actions.
- Create proprietary algorithms that provide tailored solutions, surpassing conventional industry methodologies.
- Design advanced visualizations of analytical outputs for business stakeholders.
- Ensure quality control and evaluation of all outputs to meet established performance metrics.
- Identify opportunities for continuous enhancement of existing predictive modeling algorithms.
- Collaborate proactively with business partners to define target population segments and formulate actionable strategies to uncover patterns related to quality, usage, costs, and other variables.
Qualifications:
- Bachelor's degree in Statistics, Computer Science, Mathematics, Machine Learning, Econometrics, Biostatistics, or a related discipline.
- A minimum of three (3) years of experience in a relevant field.
Preferred Experience:
- Three (3) years of experience in predictive analytics.
- Proficiency in programming languages such as Python, R, and SAS.
- Experience with distributed computing environments, including Hadoop, Hive, Impala, or Apache Spark.
- Expertise in data extraction and manipulation using SQL.
- Ability to connect visualization tools like Tableau or Shiny to Hadoop backends, along with familiarity with JavaScript visualization libraries.
Educational Alternatives:
Elevance Health will consider candidates with a Master's degree in a relevant field and one (1) year of experience in predictive analytics, or a Doctoral degree in a related discipline with any level of experience in predictive analytics.
Essential Skills:
- All skills listed above are required.
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