数据架构师负责人
Lead Data Architect
标准职位描述
加入洛克希德·马丁公司的数据与AI赋能团队,加速公司的人工智能转型。作为首席数据架构师,您将推动创建支撑我们下一代数据产品和企业本体论的逻辑数据模型。您将与数据产品经理合作,构建数据模型、数据流水线和本体论,并确保企业数据生态系统(EDE)中的一致语义定义。该职位在以Databricks为中心的环境中运作,整合上游的SAP和Apriso等源系统,并为下游的AI代理和分析应用提供支持。通过管理并扩展企业数据基础的语义层,您将在公司的人工智能转型中发挥关键作用。
主要职责
- 与数据产品经理合作,收集业务需求并创建稳健的逻辑数据模型。
- 设计联邦本体论和知识图结构,丰富数据产品并支持AI代理、AI推理和分析应用。
- 确保模型提供干净、文档齐全的特征集,用于机器学习流水线;与数据科学家合作,嵌入模型就绪属性(特征存储、血缘元数据)。
- 定义SAP、Apriso和其他源系统的逻辑表示,并指导数据摄取模式以保持语义完整性。
- 生成架构文档(图表、数据字典、本体目录),并执行数据质量、安全性和血缘标准。
- 设计数据实体,使其能够被产品化,以满足其文档化用例的要求。
- 与首席数据工程师合作验证设计。
- 持续改进建模流程,促进本体论复用,并紧跟语义建模和Databricks的最新进展。
- 就团队运营所使用的技术栈提供建议。
基本要求
- 计算机科学、系统工程、信息管理或相关领域的学士学位(或更高学历)。
- 具有10年以上大规模数据架构/工程经验,其中至少5年专注于为企业消费产品化数据资产。
- 在设计和实施本体论方面有丰富经验。
- 能够深入挖掘并理解核心客户需求,而不仅仅是表面需求。
- 精通Python和SQL;熟练使用Spark(PySpark/Scala),并具有丰富的实战经验。
查看英文原文
Standard Job Description
Join Lockheed Martin’s Data & AI Enablement organization and accelerate the company’s AI transformation. As a lead data architect, you will drive the creation of logical data models that underpin our next‑generation data products and enterprise ontology. You will partner with Data Product Owners by architecting data models, data pipelines and ontologies, and ensure consistent semantic definitions across the Enterprise Data Ecosystem (EDE). The role operates in a Databricks‑centric environment, integrating source systems such as SAP and Apriso upstream, and powering AI agents and analytics applications downstream. By governing and expanding the semantic layer of the corporate data foundation, you will play a key role in the company’s AI transformation.
Key Responsibilities
- Partner with Data Product Owners to capture business requirements and create robust logical data models.
- Design federated ontologies and knowledge‑graph structures that enrich data products and support AI agents, AI reasoning, and analytics applications.
- Ensure models deliver clean, well‑documented feature sets for machine‑learning pipelines; work with data scientists to embed model‑ready attributes (feature stores, lineage metadata).
- Define logical representations for SAP, Apriso, and other source systems and guide ingestion patterns that preserve semantic integrity.
- Produce architecture artifacts (diagrams, data dictionaries, ontology catalogs) and enforce data‑quality, security, and lineage standards.
- Design data entities in a way so that they can be productized to ensure they meet the requirements of their documented use cases.
- Collaborate with the Lead Data Engineer to validate designs.
- Continuously improve modeling processes, promote ontology reuse, and stay current on semantic‑modeling and Databricks advancements.
- Advise on the technology stack used in team operations.
Basic Qualifications
- Bachelor’s (or higher) in Computer Science, Systems Engineering, Information Management, or a related field.
- 10 + years of large-scale data architecture/engineering experience, with at least 5 years focused on productizing data assets for enterprise consumption.
- Significant experience designing/operationalizing ontologies.
- Demonstrated ability to probe for and understand core customer needs as opposed to surface-level needs.
- Strong programming skills in Python and SQL; proficient with Spark (PySpark/Scala) and deep experience with AI-assisted development.
- Experience with data‑integration/orchestration tools (e.g., NiFi, Airflow) for pipeline development.
- Must be a US Citizen.
Desired Skills
- Experience with Databricks (Delta Lake, Unity Catalog, Jobs/Workflows).
- Experience with federated data models and ontologies.
- Excellent interpersonal and collaboration skills for cross‑functional teamwork and internal‑customer support.
- Master’s degree or advanced technical training (optional).
- Databricks certifications (Data Engineer Associate/Professional) or comparable big‑data credentials.
- Experience developing applications leveraging genAI.
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): $185400.00 - $344400.00 · 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): $166900.00 - $309900.00 · Includes metropolitan areas such as Denver, CO; King of Prussia, PA; Stratford, CT; Moorestown, NJ; etc.
- Full-time salary range (GEOZONE 3): $148300.00 - $275500.00· Includes metropolitan areas such as Dallas–Fort Worth, TX; Orlando, FL; Grand Prairie, TX; Marietta, GA; etc.
- Full-time salary range (GEOZONE 4): $133500.00 - $247900.00· 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