技术产品分析师
Technical Product Analyst
CentralReach 是一家领先的自闭症和智力与发育障碍(IDD)护理软件提供商,专注于应用行为分析(ABA)、多学科治疗和特殊教育。我们已获得超过 20 万名用户的信赖,通过创新技术、行业领先的专业知识和世界级的客户满意度,帮助治疗提供者、教育工作者和雇主提升 ABA 及相关治疗的交付方式。
作为 CentralReach 的技术产品分析师,你将加入数据产品团队,通过提供分析和技术深度,协助产品经理将需求转化为经过验证、可投入生产的数据产品。你将弥合产品战略与工程执行之间的差距,确保我们分析产品的数据逻辑与建立在它之上的功能一样可靠。
你将与基于 SQL 的数据验证、需求细化和流程改进紧密合作,同时作为内部和外部利益相关者在数据和仪表板方面的问题或故障的前线资源。这是一个混合角色,兼具产品执行、数据 QA/验证和流程改进,适合一位能够处理数据逻辑中的模糊性,并希望在快速发展的医疗数据组织中提升产品和分析技能的人。
职责:
· 与 ABI 和 DW 产品经理合作,细化需求、定义验收标准,并支持待办事项梳理和发布准备。
· 负责基于 SQL 的数据验证和指标对账,验证源到目标的数据逻辑及数据转换到 elasticubes 的过程。
· 指导并解读 AI 代理 QA 工具的输出,设计测试用例并跟进差异。
· 调查报告的数据差异和生产问题,区分上游管道问题与 BI 层或展示层问题,并在适当的时候升级至工程团队。
· 作为内部和外部用户在数据和仪表板方面问题的首要负责人,进行请求分类和解决,或将其转交给正确的团队。
· 支持各版本的回归测试,确保新功能和数据源引入后,之前修复和验证的逻辑仍然完整。
· 将重复的手动检查转化为可重用、文档化的验证规则,并识别自动化 QA 和数据质量流程的机会。
· 进行市场、竞争和数据驱动的研究,按需进行
查看英文原文
CentralReach is a leading provider of autism and IDD care software for Applied Behavior Analysis (ABA), multidisciplinary therapy, and special education. Trusted by more than 200,000 users, we enable therapy providers, educators, and employers to scale the way they deliver ABA and related therapies with innovative technology, market-leading industry expertise, and world-class customer satisfaction.
As a Technical Product Analyst at CentralReach, you will sit within the Data Product teams, supporting Product Managers by providing the analytical and technical depth needed to translate requirements into validated, production-ready data products. You will bridge the gap between product strategy and engineering execution, ensuring that the data logic underlying our analytics offerings is as sound as the features built on top of it.
You will work closely with SQL-based data validation, requirements refinement, and process improvement, while also serving as a front-line resource for internal and external stakeholders with questions or issues related to data and dashboards. This is a hybrid role, part product execution, part data QA/validation, part process improvement, suited to someone who is comfortable owning ambiguity in data logic and wants to grow their product and analytical skill set within a fast-moving healthcare data organization.
Responsibilities:
· Partner with the ABI and DW Product Managers to refine requirements, define acceptance criteria, and support backlog grooming and release readiness.
· Own SQL-based data validation and metric reconciliation, verifying source-to-target data logic and data transformation into the elasticubes.
· Direct and interpret output from AI-agent QA tooling, designing test cases and following up on discrepancies.
· Investigate reported data discrepancies and production issues, distinguishing upstream pipeline problems from BI-layer or presentation issues, and escalate to Engineering when appropriate.
· Serve as the front-line owner for internal and external user questions on data and dashboards, triaging and resolving requests or routing them to the right team.
· Support regression testing across releases, ensuring prior fixes and validated logic remain intact as new features and data sources are introduced.
· Turn recurring manual checks into reusable, documented validation rules, and identify opportunities to automate QA and data-quality workflows.
· Conduct market, competitive, and data-driven research on an ad hoc basis to support PM decision-making.
· Maintain clear documentation of requirements, test cases, validation results, and known issues to build a durable artifact trail for both product teams.
· Communicate validation findings, risk areas, and open issues clearly to PMs, Engineering, and other stakeholders, including status updates during release cycles.
Desired Skills & Experience
· 2+ years of experience in a data analyst, BI analyst, QA/data validation, or technical product analyst role, ideally in a healthcare or SaaS data environment.
· Strong proficiency in writing and reading SQL, with the ability to validate data against source-to-target logic rather than relying solely on BI-layer output.
· Hands-on experience with BI reporting and visualization tools (e.g., Sisense, Tableau, Power BI, Looker), including building and maintaining dashboards, is required.
· Familiarity with (or ability to quickly learn) elasticube structures and AI-agent tooling.
· Experience working within Agile/Scrum development processes, including requirements refinement, backlog support, and release readiness.
· Comfortable owning ambiguity in data logic without needing everything pre-specified, while knowing when to escalate to a PM or Engineering.
· Strong written documentation habits, with the ability to produce clear requirements, test cases, and QA artifacts.
· Detail-oriented with strong analytical and troubleshooting skills, able to reconcile discrepancies across multiple data sources.
· Excellent communication skills, with the ability to work effectively with both technical (Engineering) and non-technical (stakeholder, customer-facing) audiences.
· Python experience is preferred but not required.
· Prior exposure to healthcare data, EMRs, or ABA-specific data (billing, scheduling, authorization, clinical session, or clinical goals domains) is preferred but not required.
· Process-improvement mindset, with an interest in turning recurring manual work into reusable, automated validation rules.
Base Salary Range
$85,000—$105,000 USD
Backed by Roper Technologies, Inc. (Nasdaq: ROP), CentralReach is entering an exciting phase of growth, innovation, and scale.
Recognized as one of the best places to work over 10 times by organizations such as Inc, Built In, and NJBIZ, our culture is centered around impact, inclusion, and flexibility. As a hybrid company with collaborative offices in Ft. Lauderdale, FL; Holmdel, NJ; and Verona, Italy, we foster a workplace where top talent can thrive and make a real difference in the lives of those we serve.
We offer competitive compensation, comprehensive health benefits, generous PTO, 401(k) matching, and paid parental leave to our full-time employees. Our team members also enjoy hybrid work schedules, career development support, wellness programs, and opportunities to give back through CR Cares™, our community engagement initiative.
Be part of a market leader driving the future of care. Explore opportunities at centralreach.com/careers.
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Originally posted on Himalayas