Senior Data Engineer
在过去的12年里,Qventus正在引领医疗保健的变革。我们帮助医院专注于最重要的事情:患者护理。我们的创新解决方案利用机器学习、生成式AI和行为科学的力量,实现卓越的结果,并赋予护理团队提前预见和解决问题的能力。
我们在全球迅速扩展的成功得到了世界顶级投资者的支持。在Qventus,你将有机会与一个由使命驱动的全球团队合作,并直接对患者的生活产生影响。我们致力于与医疗保健领袖一起实现我们的愿景,通过世界级的运营解锁世界级的医学。
Qventus正在寻找一位高级数据工程师,以在Qventus开创新的数据解决方案。我们的数据团队确保Qventus的数据用户能够获得所需的数据,以大规模且成本可控的方式构建和推动新的和现有的Qventus产品。这包括通过多种渠道(例如FHIR)与医院EMR来源进行双向集成,具备高度安全(HIPAA)的复杂转换能力,能够在各种工作流程和客户细节中对信息进行标准化,以及与多个第三方数据集进行集成和发现,从客户数据到大数据索赔等。我们的产品涵盖基于机器学习的编排、实时医院报告、分析洞察和交互式应用,以改善全国患者和医生的生活。
作为高级数据工程师,你将负责投资数据资产和数据管道的设计、开发和管理。你将与我们的数据建模负责人和集成合作伙伴密切合作,识别、监控并领导收集、探索和建模数据的项目。你将与解决方案专家紧密合作,设计、迭代并开发对我们Qventus基础数据模型的战略增强。你将擅长与跨职能合作伙伴和数据用户合作,将功能需求转化为数据需求和质量检查。你将对数据充满好奇心,渴望对团队和公司产生影响,并提升医疗保健运营的质量。
关键职责
- 主导新数据集的发现、评估和集成,与关键数据利益相关者密切合作(包括管道开发和数据建模/文档),以理解其业务价值和使用场景
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On this journey for over 12 years, Qventus is leading the transformation of healthcare. We enable hospitals to focus on what matters most: patient care. Our innovative solutions harness the power of machine learning, generative AI, and behavioral science to deliver exceptional outcomes and empower care teams to anticipate and resolve issues before they arise.
Our success in rapid scale across the globe is backed by some of the world's leading investors. At Qventus, you will have the opportunity to work with an exceptional, mission-driven team across the globe, and the ability to directly impact the lives of patients. We’re inspired to work with healthcare leaders on our founding vision and unlock world-class medicine through world-class operations. #LI-MB1
Qventus is looking for a Senior Data Engineer to pioneer new data solutions at Qventus. Our Data team ensures that Qventus data users have the data they need to build and drive new and existing Qventus products at scale and cost. This includes bidirectional integration with hospital EMR sources via multiple channels (eg. FHIR), complex highly secure (HIPAA) transformations capable of normalizing information across various workflows and client nuances, integration with & discovery of multiple third party datasets from customer data to big-data claims, and more. Our products span the machine learning based orchestrations, real time hospital reporting, analytical insights, and interactive applications needed to improve the lives of patients and doctors across the country.
As a Senior Data Engineer, you will lead the design, development, and management across investments data assets & data pipelines. You will identify, monitor, and lead initiatives to collect, explore, and model data in close partnership with our data modeling lead and integrations partners. You will work closely with solution experts to design, iterate, and develop strategic enhancements to our Qventus foundational data model. You will be adept in partnering with cross-functional partners and data users to translate functional needs into data requirements and quality checks. You will be data curious and excited to have an impact on the team and in the company and to improve the quality of healthcare operations.
Key Responsibilities
- Spearhead the discovery, evaluation, and integration of new datasets, collaborating (incl. pipeline development and data modeling/documentation) working closely with key data stakeholders to understand their impact and relevance to our core products and the healthcare domain.
- Facilitate the technical management of data assets - clearly tracking and maintaining context on the data within the dataset lifecycle and sustaining tight partnerships with immediate partners on ingestion & solution data engineering
- Translate product / analytical vision into highly functional data pipelines supporting high quality & highly trusted data products (incl. designing data structures, building and scheduling data transformation pipelines, improving transparency etc.).
- Set the standard for data engineering practices within the company, guiding the architectural approaches, data pipeline designs, and the integration of cutting-edge technologies to foster a culture of innovation and continuous improvement.
What We’re Looking For
- Excellent cross-functional communication - the ability to break down complex technical components for technical and non-technical partners alike
- Innate aptitude for interpreting complex datasets with demonstrated ability to discern underlying patterns, identify anomalies, and extract meaningful insights, demonstrating advanced data intuition and analytical skills. (Healthcare experience preferred)
- Excellence in quality data pipeline design, development, and optimization to create reliable, modular, secure data foundations for the organization's data delivery system from applications to analytics & ML
- Proven ability to independently handle ambiguous project requirements and lead data initiatives from start to finish, while collaborating extensively with cross-functional, non-technical teams to inform and shape product development.
Bonus Points For
- 5+ years of experience designing, building, and operating cloud-based, highly available, observable, and scalable data platforms utilizing large, diverse data sets in production to meet ambiguous business needs
- Relevant industry certifications in a variety of Data Architecture services (Databricks Certified Data Engineer Professional, AWS Certified Data Engineer or Solutions Architect Professional, SnowPro® Advanced Architect/Data Engineer, Microsoft Fabric Data Engineer, and dbt Analytics Engineering).
- Experience with MLOps and/or developing and maintaining machine learning models and infrastructure
- Experience with data visualization tools and analytics technologies (Sigma, Looker, Tableau, etc.)
- Degree in Computer Science, Engineering, or related field
Compensation for this role is based on market data and takes into account a variety of factors, including location, skills, qualifications, and prior relevant experience. Salary is just one part of the total rewards package at Qventus. We also offer a range of benefits and perks, including Open Paid Time Off, paid parental leave, professional development, wellness and technology stipends, a generous employee referral bonus, and employee stock option awards.
Salary Range
$150,000—$180,000 USD
Qventus values diversity in its workforce and proudly upholds the principles of Equal Opportunity Employment . We welcome all qualified applicants and ensure fair consideration for employment without discrimination based on any legally protected characteristics, including, but not limited to: veteran status, uniformed service member status, race, color, religion, sex, sexual orientation, gender identity, age, pregnancy (including childbirth, lactation and related medical conditions), national origin or ancestry, citizenship or immigration status, physical or mental disability, genetic information (including testing and characteristics) or any other category protected by federal, state or local law (collectively, "protected characteristics"). Our commitment to equal opportunity employment applies to all persons involved in our operations and prohibits unlawful discrimination by any employee, including supervisors and co-workers.
Qventus participates in the E-Verify program as required by law and is committed to providing reasonable accommodations to individuals with disabilities in compliance with Americans with Disabilities Act (ADA). In compliance with the California Consumer Privacy Act (CCPA), Qventus provides transparency into how applicant data is processed during the application process. Candidate information will be treated in accordance with our candidate privacy notice.
*Benefits and perks are subject to plan documents and may change at the company's discretion.
*Employment is contingent upon the satisfactory completion of our pre-employment background investigation and drug test.