数据工程师高级
Data Engineer Sr
标准职位描述
在整个数据处理流程中提供全栈数据解决方案。这需要系统工程原理来设计和实现跨越数据生命周期的解决方案,包括:收集、获取、处理、存储、持久化、访问和按规模和速度交付数据。它包括对本地、分布式和基于云的技术;数据虚拟化和智能缓存;以及所有用于保护数据的安全和认证机制的知识。构建数据管道,将无序数据清理、转换和聚合到数据库或数据源中,使其准备好进行分析;通过定义功能特性、安全、备份和恢复规范来设计和实现数据解决方案;参与数据解决方案生命周期的所有阶段,例如:分析/数据概要、创建概念、逻辑和物理数据模型设计、架构和设计ETL、报告和分析;通过识别和解决生产环境和应用开发问题来维护数据系统性能;计算参数的最佳值;评估、集成和安装新版本;为数据对象定义标准、最佳实践和认证流程
基本要求
- 5年以上数据分析、数据/系统架构经验
- 具备收集需求和理解业务流程的经验
- 问题解决能力:具备强大的分析思维;能够跨多个系统解决复杂的数据问题
- 具有在大规模上构建ETL/ELT管道的实际经验
- 熟悉Safe Agile框架
期望技能
- 在SAP HANA中的数据建模经验
- 具备ETL/ELT工具经验
- 熟悉CI/CD管道自动化
- 精通NiFi、SQL、HANA、DataBricks
- 具备性能优化经验
- 可视化:能够与BI团队协作
- 敏捷蜂群管理:具有在“敏捷蜂群”结构中工作的经验——自我组织、跨职能的小组,负责端到端的数据产品生命周期
薪资信息
地理区域定义:GeoZones是洛克希德·马丁公司创建的地理分组,用于将薪酬范围与美国各地的区域劳动力市场和劳动力成本差异对齐。根据职位的主要工作地点为各个地点分配一个Geo Zone。
- 全职薪资范围(GEOZONE 1):106600.00 - 198000.00美元 · 包括旧金山湾区的斯托尼角、帕洛阿尔托、纽约市等都会区
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Standard Job Description
Delivers full-stack data solutions across the entire data processing pipeline. This relies on systems engineering principles to design and implement solutions that span the data lifecycle to: collect, ingest, process, store, persist, access, and deliver data at scale and at speed. It includes knowledge of local, distributed, and cloud-based technologies; data virtualization and smart caching; and all security and authentication mechanisms required to protect the data.Build data pipelines that clean, transform, and aggregate unorganized data into databases or data sources that are ready for analysis; Design and implement data solutions by defining functional capabilities, security, back-up, and recovery specifications; Work through all stages of a data solution lifecycle, e.g., analyze / profile data, create conceptual, logical and physical data model designs, architect and design ETL, reporting and analytics; Maintain data systems performance by identifying and resolving production and application development problems; calculating optimum values for parameters; evaluating, integrating, and installing new releases; Define standards, best practices, and certification processes for data objects
Basic Qualifications
- 5+ years of experience in data analysis, data/system architecture
- Experience in gathering requirements and understanding business processes
- Problem Solving: Strong analytical mindset; capable of troubleshooting complex data issues across multiple systems.
- Hands-on experience building ETL/ELT pipelines at scale
- Familiar with Safe Agile framework
Desired Skills
- Data Modeling experience in SAP HANA
- Experience with ETL/ELT Tools
- Familiarity CI/CD pipeline automation
- Proficiency in NiFi, SQL, HANA, DataBricks
- Experience with Performance Optimization
- Visualization: Ability to collaborate with BI teams
- Agile Hive Management: Experience working in “Agile Hive” structures—self‑organizing, cross‑functional squads that own end‑to‑end data product lifecycle
Pay Information
GeoZone Definition: GeoZones are geographic groupings created by Lockheed Martin to align compensation ranges with regional labor markets and cost-of-labor differences across the United States. Locations are assigned a Geo Zone based on the primary work location of the role.
- Full-time salary range (GEOZONE 1): $106600.00 - $198000.00 · Includes metropolitan areas such as Sunnyvale CA; Pal Alto, CA; New York City metropolitan area; Newark, New Jersey; etc.
- Full-time salary range (GEOZONE 2): $95900.00 - $178100.00 · Includes metropolitan areas such as Denver, CO; King of Prussia, PA; Stratford, CT; Moorestown, NJ; etc.
- Full-time salary range (GEOZONE 3): $85300.00 - $158300.00· Includes metropolitan areas such as Dallas–Fort Worth, TX; Orlando, FL; Grand Prairie, TX; Marietta, GA; etc.
- Full-time salary range (GEOZONE 4): $76700.00 - $142500.00· Includes metropolitan areas such as Camden, AR; Lexington, KY; Lufkin, TX; etc.
At Lockheed Martin, we know mission success starts with taking care of our people. Our Total Rewards program is designed to attract top talent, support your well-being, and help you grow—both professionally and personally.
The salary range for this position is as listed on the requisition. Please note that the salary information listed is a general guideline only.
Lockheed Martin considers factors such as (but not limited to) scope and responsibilities of the position, candidate's work experience, education/ training, key skills as well as market(work location) and business considerations when extending an offer.
Benefits offered: Medical, Dental, Vision, Flexible work arrangements and schedules (e.g., 4x10), 401(k) match, Paid time off, Holidays, Parental Leave, EAP, Flexible Spending Accounts, Education Assistance, Life Insurance, Short-Term Disability, and Long-Term Disability.
- Annual short-term and/or long-term incentive compensation programs may be offered depending on the position. Payments under these annual programs are not guaranteed and can vary from year to year and are tied to a range of performance metrics.
- For (Washington state applicants only) Non-represented full-time employees: accrue at least 10 hours per month of Paid Time Off (PTO) to be used for incidental absences and other reasons; receive at least 90 hours for holidays. Represented full time employees accrue 6.67 hours of Vacation per month; accrue up to 52 hours of sick leave annually; receive at least 96 hours for holidays. PTO, Vacation, sick leave, and holiday hours are prorated based on start date during the calendar year.
Originally posted on Himalayas