- Advanced Analytics and Technical Expertise:
- Performs data analysis to address complex business questions, applies data programming and statistical methodologies where applicable. Documents and communicates data strategies, analytic methods and results, and findings and impacts.
- Determines what kind of analytics will be performed (descriptive, predictive, prescriptive) and defines/documents overall framework.
- Where appropriate, applies linear regression (correlation, contingency table, ANOVA, inference, chi-square, t-test) and/or time series methods (data set-up, conversions, trends, decomposition, models, forecasts, confidence).
- Utilizes appropriate tools to load, integrate, and analyze data.
- Conducts analysis and documents findings, identifies unexpected anomalies and root cause (if possible) and determines if analysis can continue, identifies alternatives if anomalies cannot be resolved
- Ensures reproducibility of outcomes.
- Documents entire analysis process, including business problem, data sources, methods and tools used, project reference, and outcomes.
- Implements pre-emptive actions, where possible.
- Data Management:
- Reviews data sources and preps needed data.
- Identifies existing and new data sources.
- Performs data prototyping, if necessary, to agree what data can/not be used.
- Preps data for use in analysis, goes back to source if problems are found, and identifies other options/alternatives if problems cannot be resolved.
- Performs review of data to ensure completeness/accuracy/timeliness for the purpose of the analysis.
- Ensures existing, approved, corporate tools used can accept/integrate the data.
- Where necessary (and if practical to be done within the delivery timeframe of a project), facilitates the identification and use of new tools and works with the Technical Review Committee to authorize its use.
- Project Definition and Coordination:
- Lead meetings with internal and external customers to clearly articulate and define business problem(s) of medium/high complexity and impact (department/function specific, external customer centric, or part of a corporate project).
- Types of projects include descriptive and predictive analytics.
- Applies a whole company perspective, draws upon previous knowledge and experience, and -- where necessary -- researches new/other approaches to identify and agree upon objectives, approach, and success measures.
- Works with customer to submit appropriate paperwork (ISS, TPDR, etc.) and ensures necessary agreements are in place for external customers.
- Defines delivery milestones and negotiates timeframes, monitors progress, and periodically notifies customer of status.
- Effective Communication:
- Works primarily with department heads or function leads to prepare/present findings that are informative and audience appropriate
- Reviews findings and outcomes with customer, ensures business problem/objectives have been met, and prepares documentation of the analysis
- Where necessary, manage divergent views in the audience and advises the internal/external customer on any recommendations or options that will facilitate data and analysis driven decision making.
- Prepares a presentation of the analysis, process followed, and reviews it with the customer to ensure the results are audience appropriate.
- Other Duties/Functions:
- Performs all other miscellaneous responsibilities and duties as assigned or directed.
- Trains others on MicroStrategy and Excel.
- Functions as a team player within the department and embodies collaboration.
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HMSA
April 11, 2024