高级数据工程师
Senior Data Engineer
该职位可在除阿拉斯加、夏威夷和波多黎各外的美国48个大陆州远程工作。由于运营和合规要求,我们无法雇佣居住在阿拉斯加、夏威夷或波多黎各的候选人。
该职位的预估年薪范围为125,000至150,000美元。实际薪酬将根据经验、技能、地点及其他因素(如内部公平性和预算)而定。
Akumin 是领先的门诊放射科和肿瘤治疗服务提供商,与全国顶级医院和医疗系统合作,为患者提供先进的诊断影像和优质的医疗服务。凭借全国性的布局、前沿的技术以及对创新和以患者为中心护理的坚定承诺,我们的团队每年在改善数百万患者的治疗结果方面发挥着关键作用。
高级数据工程师将在构建公司企业级数据平台方面发挥关键作用,以支持分析和人工智能。作为企业数据团队的一员,您将负责开发高质量的数据收集流程,维护数据基础的完整性,并使公司内的业务领导者和数据科学家能够快速获取所需数据以进行决策和创新。该职位将负责组织数据存储解决方案、第三方集成、数据供应服务以及整体ETL/ELT基于代码的解决方案和工具的基础设施和运维。
具体职责包括但不限于:
- 开发复杂的SQL查询用于数据提取、操作、报告和转换技术
- 使用自定义工具(Python/Google)和现成工具设计和实现稳健的ETL/ELT管道,重点关注监控、可维护性和资源管理
- 贡献并利用编码标准和最佳实践,确保高效且可重用的服务和组件
- 架构、实施并部署新的数据模型和数据流程到生产环境
- 构建从各种来源获取、清洗、转换并发布数据的数据管道
- 整合符合功能和非功能业务需求的大型复杂数据集
- 与数据资产经理、架构师和开发负责人合作,确保技术方案提供的数据适合使用,并符合架构蓝图
- 识别、文档化、设计并实施数据治理策略和流程
查看英文原文
This position may be performed remotely from any of the 48 contiguous United States. Due to operational and compliance requirements, we are unable to hire candidates residing in Alaska, Hawaii, or Puerto Rico.
The estimated annual pay range for this role is $125,000 - $150,000. Actual compensation depends on experience, skills, location, and other factors such as internal equity and budget.
Akumin is a leading provider of outpatient radiology and oncology services, partnering with top hospitals and health systems nationwide to deliver advanced diagnostic imaging and exceptional patient care close to home. With a national footprint, cutting-edge technology, and a strong commitment to innovation and patient-centered care, our teams play a vital role in improving outcomes for millions of patients each year.
The Senior Data Engineer will play a crucial role in building out the company’s enterprise data platform to support analytics and AI. As part of the Enterprise Data team, you will be tasked with the responsibility of developing quality data collection processes, maintaining the integrity of our data foundations and enabling business leaders and data scientists across the company to have rapid access to the data they need for decision-making and innovation. The role will be responsible for the infrastructure and operations of the organizations data storage solutions, third-party integrations data provisioning services and overall ETL/ELT code-based solutions and tooling that process data.
Specific duties include, but are not limited to:
- Development of complex SQL queries for data extraction, manipulation, and reporting and transformation technologies
- Design and implement robust ETL/ELT pipelines using custom-tooling (Python/Google) and off-the shelf tooling with focus on monitoring, supportability, and resource stewardship.
- Contribute to and leverage coding standards and best practices to ensure efficient and re-usable services and components.
- Architect, implement and deploy new data models and data processes in production
- Builds data pipelines which acquire, cleanse, transform and publish data from a wide variety of sources.
- Assembles large, complex data sets which meets functional and non-functional business requirements.
- Partners with data asset managers, architects, and development leads to ensure technical solution provides data which is fit for use and in line with architecture blueprints.
- Identify, document, design, and implement internal process improvements.
- Other duties as assigned by management.
Position Requirements:
- Bachelor’s degree required in Data Science, Computer Science or MIS, Mathematics, Engineering, or related field.
- 5+ years of prior experience in Data Management / ETL / ELT / Data Warehousing.
- Experience in writing Data Quality routines for cleansing of data and capturing confidence score and master data management (MDM).
- Hands-on experience with designing and implementing data pipelines and ELT/ETL processes (ex. Fivetran, DBT).
- Hands-on experience with cloud platforms (ex.GCP, AWS, Azure) and related services (ex. BigQuery, S3, Snowflake, etc.).
- Strong understanding of data modeling, data integration, and data governance principles (ex. DBT).
- Experience working in a highly regulated domain (ex. Healthcare, Banking, etc.
- Strong knowledge of Structured Query Language (SQL) and Transact-SQL (T-SQL).
- Experience using scripting languages such as JavaScript or Python.
- Experience with agile delivery methodologies.
- Strong organizational, administrative, and analytical skills required.
- Travel may be required between 5 to 10%.
Preferred Requirements: .
- Master's degree in Data Science, Computer Science or MIS, Mathematics, Engineering, or related field.
- DBT Certification.
- Data Modeling experience preferred.
- Experience working with Clinical Data and Regulatory Governance in a Healthcare setting.
- Experience Healthcare data models, datasets, and source systems (e.g. EHR, claims, DICOM images, labs, etc.).
- Experience with healthcare reference data (ICD, CPT etc.).
- Experience with big data technologies (ex.Kafka, Hadoop, Spark) and containerization (ex. Docker, Kubernates).
- Experience with FHIR and FHIR store formats and data repositories.
- Hands-on design and configuration experience with cloud services Google (related to data storage and processing).
- Data Governance Principles and enterprise frameworks (Warehousing, Data-as-a-Product, MESH, MDM).
- Knowledge of HIPAA; ability to implement systems and processes in accordance with regulations.
At Akumin, we invest in the well-being of our employees, so you can bring your best self to work each day. You can expect to see the following benefits:
- Competitive compensation
- Flexible scheduling
- Cross training opportunities
- Medical, dental, and vision insurance
- HSA accounts with employer contributions
- 401(k) eligibility with employer match
- Paid holidays
- Defined PTO and sick time programs
Eligibility for benefits will vary based on role type and hours worked.
Akumin Operating Corp. and its divisions are an equal opportunity employer and we believe in strength through diversity. All qualified applicants will receive consideration for employment without regard to, among other things, age, race, religion, color, national origin, sex, sexual orientation, gender identity & expression, status as a protected veteran, or disability.
Akumin Operating Corp. and its divisions are an equal opportunity employer and we believe in strength through diversity. All qualified applicants will receive consideration for employment without regard to, among other things, age, race, religion, color, national origin, sex, sexual orientation, gender identity & expression, status as a protected veteran, or disability.
Originally posted on Himalayas