高级数据分析师
Data Analyst Sr.
职位概述
我们正在寻找一名高级数据分析师，支持美国退伍军人事务部（VA）内部社区护理项目完整性（CCPI）计划，为运营报告、试点数据管理以及关键绩效指标（KPI）监控提供高级分析能力，工作环境为大规模联邦医疗保健体系。在此职位中，您将作为主要的分析领域专家，执行基于SQL的查询、结构化数据提取、数据验证和数据质量活动，覆盖VA企业数据环境，包括企业数据仓库（CDW）及相关VHA系统。您的工作将直接支持评估团队和项目领导，以衡量VA社区护理项目的有效性，服务于我们的国家退伍军人。理想的候选人是一位自我驱动、注重细节的数据专业人员，能够在复杂的多利益相关者联邦医疗环境中茁壮成长，并能将大型、分散的数据集转化为清晰、可操作的业务洞察。您既能编写复杂的SQL查询，也能向项目领导展示KPI仪表板，同时重视数据的准确性和完整性。
主要职责
作为CCPI运营报告的主要分析领域专家，为项目领导和评估利益相关者提供及时、准确且可用于决策的数据产品。设计、开发并执行复杂的SQL查询，从VA企业数据环境（包括企业数据仓库（CDW）及相关VHA系统）中提取、转换和验证结构化数据。使用Power BI、Tableau或VSSC等工具，开发、维护并持续改进KPI监控框架和交互式仪表板，以支持CCPI项目绩效跟踪和评估活动。支持CCPI试点数据管理活动，包括数据环境搭建、持续的技术数据支持、数据质量审计，以及与评估团队协调，确保在整个项目生命周期内具备分析准备能力。执行系统性的数据质量评估，识别跨集成数据平台的异常或完整性问题，并实施或推荐补救策略，以确保报告输出的可靠性。与跨职能项目、临床和技术团队合作，定义数据需求，记录分析方法，并撰写书面报告、数据字典和技术文档。
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Job Summary
We are seeking a Senior Data Analyst to support the Community Care Program Integrity (CCPI) initiative within the Department of Veterans Affairs (VA), providing advanced analytics capabilities across operational reporting, pilot data management, and KPI monitoring in a large-scale federal healthcare environment. In this role, you will serve as the primary analytics subject matter expert, performing SQL-based querying, structured data extraction, data validation, and data quality activities across VA enterprise data environments including the Corporate Data Warehouse (CDW) and related VHA systems. Your work will directly support evaluation teams and program leadership in measuring the effectiveness of VA Community Care programs that serve our nation's Veterans. The ideal candidate is a self-directed, detail-oriented data professional who thrives in complex, multi-stakeholder federal healthcare environments and can translate large, disparate datasets into clear, actionable operational insights. You are equally comfortable writing complex SQL queries and presenting KPI dashboards to program leadership, and you take pride in data accuracy and integrity.
Primary Responsibilities
Serve as the primary analytics subject matter expert for CCPI operational reporting, delivering timely, accurate, and decision-ready data products to program leadership and evaluation stakeholders. Design, develop, and execute complex SQL queries to extract, transform, and validate structured data from VA enterprise data environments, including the Corporate Data Warehouse (CDW) and related VHA systems. Develop, maintain, and continuously improve KPI monitoring frameworks and interactive dashboards using tools such as Power BI, Tableau, or VSSC to support CCPI program performance tracking and evaluation activities. Support CCPI pilot data management activities, including data environment setup, ongoing technical data support, data quality audits, and coordination with evaluation teams to ensure analytical readiness throughout the program lifecycle. Perform systematic data quality assessments, identify anomalies or integrity issues across integrated data platforms, and implement or recommend remediation strategies to ensure the reliability of reporting outputs. Collaborate with cross-functional program, clinical, and technical teams to define data requirements, document analytical methodologies, and produce written reports, data dictionaries, and technical documentation in accordance with federal contracting and VA standards.
Minimum Qualifications
8+ years of hands-on experience in data analysis, SQL-based querying, data extraction, operational reporting, and KPI development within large-scale enterprise analytics environments or comparable integrated data platforms. Bachelor's degree (BA/BS) in Data Science, Information Systems, Computer Science, Statistics, Healthcare Informatics, or a related field required; note that 4 years of additional qualifying experience may be substituted for the degree requirement. Demonstrated experience supporting VA, VHA, DoD, or comparable large-scale federal healthcare agency analytics programs, with familiarity with healthcare data structures, clinical workflows, and program integrity or community care environments. Ability to obtain and maintain VA network access and applicable system authorizations (e.g., PIV credentialing, VA system access agreements); must be able to pass a VA background investigation and meet federal suitability requirements. Must be authorized to work in the United States; this position does not offer visa sponsorship. Proficiency in at least one enterprise reporting or business intelligence platform (e.g., Power BI, Tableau, Summit Data Platform, VSSC, Azure Government, or Databricks) with demonstrated ability to build and maintain operational dashboards and automated reporting pipelines.
Desired Qualifications
- Demonstrated hands-on knowledge of VHA-specific data systems including CDW, VistA, VSSC, RAMP, PTF (MedSAS), MCA System, PCMM, and/or NPCD, with the ability to navigate and extract data across multiple integrated VA platforms. • Experience working within Azure Government Cloud or Databricks environments for large-scale healthcare data processing, transformation, or analytics pipeline development. • Prior experience supporting VA Community Care, program integrity, or value-based care analytics initiatives with exposure to CCPI or related VHA operational programs. • Familiarity with federal data governance standards, VA data management policies, and applicable healthcare data privacy regulations including HIPAA and the Privacy Act. • Experience developing evaluation data support frameworks, including defining analytic requirements with non-technical stakeholders and producing structured documentation such as data dictionaries, methodology briefs, or evaluation design support materials.
About Aptive
About Aptive. Aptive partners with federal agencies to achieve their missions through improved performance, streamlined operations and enhanced service delivery. Based in Alexandria, Virginia, we support more than a dozen agencies including Veterans Affairs, Transportation, Defense, Homeland Security and the National Science Foundation. We specialize in applying technology, creativity and human-centered services to optimize mission delivery and improve experiences for millions of people who count on government services every day. Founded: 2012. Employees: 300+ nationwide.
EEO Statement
Aptive is an equal opportunity employer. We consider all qualified applicants for employment without regard to race, color, national origin, religion, creed, sex, sexual orientation, gender identity, marital status, parental status, veteran status, age, disability, or any other protected class. Veterans, members of the Reserve and National Guard, and transitioning active-duty service members are highly encouraged to apply. About Aptive: Aptive partners with federal agencies to achieve their missions through improved performance, streamlined operations and enhanced service delivery. Based in Alexandria, Virginia, we support more than a dozen agencies including Veterans Affairs, Transportation, Defense, Homeland Security and the National Science Foundation. We specialize in applying technology, creativity and human-centered services to optimize mission delivery and improve experiences for millions of people who count on government services every day. Founded: 2012. Employees: 300+ nationwide.
Originally posted on Himalayas