远程工作雷达

数据工程与交付经理 (数据科学生产工程)

Manager of Data Engineering & Delivery (Data Science Production Engineering)

其他限定地区(需当地身份)
公司natera
薪资未公开
工作地点US Remote
地域资格限定地区(需当地身份)
时区要求无特别要求
用工类型未标注
发布时间25 天前
数据来源Greenhouse
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注意地域限制:该职位明确限定在 US Remote 招聘。如果你是位于中国大陆的求职者,通常需要当地工作身份才能投递,或需与雇主确认是否接受独立合同(Contractor)形式合作。

这是一个在Natera担任数据工程与交付(DED)团队负责人的重要机会,Natera是精准医疗和基因组学检测领域的全球领导者。作为数据科学生产工程(DSPE)部门中的DED团队经理,你将有机会处理Natera多样化的超大规模数据集(最大可达PB级别),利用最新的信息和云技术开发创新解决方案,并通过及时、准确且稳健的数据产品和数据交付/自动化系统,为Natera的实验室运营及遗传咨询师/实验室主任团队提供支持,最终影响患者的医疗结果。

主要职责:

领导力

  • 领导数据工程与交付(DED)团队,共同开发和维护数据基础设施、数据采集解决方案、ETL流水线、稳健的数据产品和数据交付解决方案,用于生产支持和DSPE内部应用。
  • 管理数据工程与交付(DED)团队,确保能够及时高效地交付满足DSPE业务需求和项目要求的稳健数据产品和系统。
  • 测量、报告并持续改进运营效率。
  • 对团队成员进行新技术、流程和指南/最佳实践的培训与指导。

技术

  • 领导数据工程与交付(DED)团队,共同开发和维护数据基础设施、数据采集解决方案、ETL流水线、稳健的数据产品和数据交付解决方案,用于生产支持和DSPE内部应用。
  • 将DSPE的业务需求和项目要求转化为技术规范和实施方案。
  • 与DSPE领导团队合作,创建可高效实施和维护的数据系统架构、数据ETL流水线、数据交付解决方案以及其他数据系统/工具/组件的设计文档。
  • 参与关键的数据产品和数据系统/工具/组件的开发、测试、部署、验证、维护和更新活动,以及数据交付任务。

质量、合规与文档

  • 改进并执行符合合规性、质量和效率的操作流程。
  • 创建培训材料,参与DSPE数据工程与交付(DED)团队所负责的数据产品和数据系统的培训活动。

跨职能协作

  • 主动积极地与内部和外部相关方直接沟通协作。
查看英文原文

This is an exciting opportunity to lead a Data Engineering & Delivery (DED) team at Natera, a global leader in precision medicine and genomics testing.  As a Manager of the DED team inside our Data Science Production Engineering (DSPE) department, you will have the opportunity to work with Natera's diverse and ultra-large data sets (up to PB size), develop innovative solutions with the latest information and cloud technologies, and make real impact by providing timely, accurate, and robust data products and data delivery/automation systems to support Natera's Lab Operations and Genetic Counselor/Lab Director teams, and ultimately impact patients' medical outcomes.

PRIMARY RESPONSIBILITIES:

Leadership

  • Lead a Data Engineering & Delivery (DED) team, collectively develop and maintain the data infrastructure, data ingestion solutions, ETL pipelines, robust data products, and data delivery solutions, for both production support and DSPE internal applications.
  • Manage the Data Engineering & Delivery (DED) team, to achieve the timely and efficient delivery of robust data products and systems that can meet DSPE business needs and project requirements.
  • Measure, report, and maintain/improve operational effectiveness.
  • Train and coach team members on new technologies, procedures, and guidelines/best practices.

Technical

  • Lead the Data Engineering & Delivery (DED) team, collectively develop and maintain the data infrastructure, data ingestion solutions, ETL pipelines, robust data products, and data delivery solutions, for both production support and DSPE internal applications
  • Translate DSPE's business needs and project requirements into technical specifications and implementation plans.
  • Working with DSPE leadership teams, create design documents that can be efficiently implemented and maintained, for data system architecture, data ETL pipeline, data delivery solution, and other data systems/tools/components.
  • Contribute to key development, testing, deployment, validation, maintenance, and update activities on data products and data systems/tools/components, as well as data delivery tasks.

Quality, Compliance, and Documentation

  • Improve and enforce operating procedures for compliance, quality, and efficiency.
  • Create training materials, and contribute to training activities, on DSPE Data Engineering & Delivery (DED) team owned data products and data systems.

Cross-Functional

  • Engage proactively and directly with internal and external stakeholders to align development roadmaps, resolve dependencies, and exchange performance metrics.
  • Represent the Data Engineering & Delivery (DED) team in stakeholder meetings.

QUALIFICATIONS:

  • Masters degree in Statistics, Data Science, Bioinformatics, Computer Science, Mathematics, Management Science, Operational Research, or other related fields. Doctorate degrees are a plus.
  • Minimal 5 years of relevant industry experience for candidates with a Master's Degree.  Minimal 2 years of relevant industry experience for candidates with a Doctorate degree.
  • Minimal 2 years of working experience in a highly regulated environment, e.g., CLIA and/or FDA compliant settings.
  • Minimal 2 years of management experience leading a Data Engineering team, a Data Production/Delivery team, or a Data Analytics team, with demonstrable evidence of leadership and team management skills.

KNOWLEDGE, SKILLS, AND ABILITIES:

  • Strong proficiency in SQL and Python programming languages. Proficiency in R is a plus.
  • Proficiency in data analysis and statistical techniques.
  • Proficiency in data visualization tools (e.g., Tableau, Power BI, AWS QuickSight).
  • Strong SQL skills in developing robust and maintainable queries to extract and/or aggregate data from complex data sources.
  • Attention to detail and a commitment to data accuracy.
  • Proficiency in building data products, e.g., data aggregation, extraction, transformation, and QC. Past working experience in dbt is a plus.
  • Excellent problem-solving and critical-thinking abilities.
  • Working knowledge of genomics and bioinformatics workflows. Human genetics knowledge is a plus.
  • Proficiency in Git workflow and version control systems like GitHub and/or GitLab.
  • Working experience with healthcare data, electronic health records (EHR), and clinical terminology is a plus.
  • Ability to work collaboratively in a cross-functional team environment.
  • Good documentation practices and coding style.
  • Strong verbal and written communication skills.
  • Strong interpersonal skills.
  • Strong integrity.

The pay range is listed and actual compensation packages are based on a wide array of factors unique to each candidate, including but not limited to skill set, years & depth of experience, certifications and specific office location. This may differ in other locations due to cost of labor considerations.
Remote USA
$127,200—$159,000 USD

OUR OPPORTUNITY

Natera™ is a global leader in cell-free DNA (cfDNA) testing, dedicated to oncology, women’s health, and organ health. Our aim is to make personalized genetic testing and diagnostics part of the standard of care to protect health and enable earlier and more targeted interventions that lead to longer, healthier lives.

The Natera team consists of highly dedicated statisticians, geneticists, doctors, laboratory scientists, business professionals, software engineers and many other professionals from world-class institutions, who care deeply for our work and each other. When you join Natera, you’ll work hard and grow quickly. Working alongside the elite of the industry, you’ll be stretched and challenged, and take pride in being part of a company that is changing the landscape of genetic disease management.

WHAT WE OFFER

Competitive Benefits - Employee benefits include comprehensive medical, dental, vision, life and disability plans for eligible employees and their dependents. Additionally, Natera employees and their immediate families receive free testing in addition to fertility care benefits. Other benefits include pregnancy and baby bonding leave, 401k benefits, commuter benefits and much more. We also offer a generous employee referral program!

For more information, visit www.natera.com.

Natera is proud to be an Equal Opportunity Employer. We are committed to ensuring a diverse and inclusive workplace environment, and welcome people of different backgrounds, experiences, abilities and perspectives. Inclusive collaboration benefits our employees, our community and our patients, and is critical to our mission of changing the management of disease worldwide.

All qualified applicants are encouraged to apply, and will be considered without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, age, veteran status, disability or any other legally protected status. We also consider qualified applicants regardless of criminal histories, consistent with applicable laws.

If you are based in California, we encourage you to read this important information for California residents.

Link: https://www.natera.com/notice-of-data-collection-california-residents/

Please be advised that Natera will reach out to candidates with a @natera.com email domain ONLY. Email communications from all other domain names are not from Natera or its employees and are fraudulent. Natera does not request interviews via text messages and does not ask for personal information until a candidate has engaged with the company and has spoken to a recruiter and the hiring team. Natera takes cyber crimes seriously, and will collaborate with law enforcement authorities to prosecute any related cyber crimes.

For more information:
- BBB announcement on job scams 
- FBI Cyber Crime resource page

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