Data SME Architect
Listed on 2026-02-07
-
IT/Tech
Data Engineer, AI Engineer
Overview
Who we are
Collaborative. Respectful. A place to dream and do. These are just a few words that describe what life is like one of the world’s most admired brands, Toyota is growing and leading the future of mobility through innovative, high-quality solutions designed to enhance lives and delight those we serve. We’re looking for talented team members who want to Dream. Do. Grow.
with us.
An important part of the Toyota family is Toyota Financial Services (TFS), the finance and insurance brand for Toyota and Lexus in North America. While TFS is a separate business entity, it is an essential part of this world-changing company—delivering on Toyota's vision to move people beyond what's possible. At TFS, you will help create best-in-class customer experience in an innovative, collaborative environment.
To save time applying, Toyota does not offer sponsorship of job applicants for employment-based visas or any other work authorization for this position at this time.
Who we’re looking for
The TFS Enterprise Architecture team is looking for a highly motivated and qualified SME Architects to drive building world class solutions across the IT domains and enterprise. SME Architects are Senior Individual Contributors (Director or Senior Director) reporting to the Chief Architect and, within their field, perform the following:
- A Hands-on expert in their field(s) capable of developing solutions as well as presenting them to a group of executives.
- Lead and facilitate in-depth technology discussions and workshops across various teams, clearly articulating and presenting technology alternatives and recommendations to stakeholders at all levels.
- Stay up-to-date with industry trends and technologies in their fields to keep our solutions cutting-edge.
- Drive innovation in their field, conducting Proof of Concept in collaboration with other architects and engineers.
- Create and help in the adoption of relevant technology roadmaps, requirements, patterns, and practices for their area of focus to build best in class applications.
- Direct the creation of standards, reusable components, and design patterns and propose solutions to meet business needs.
- Conduct training and coach teams on selected technology and adopted requirements.
- In addition, as a Data SME Architect you will have the following responsibilities:
- Maintain our Data Strategy to support modern Data and AI Products in collaboration with our Data Engineering and Data Science organization.
- Drive the creation of our next generation Data Platform to support real-time operational solutions as well as data analytical workloads.
- Provide technical leadership in creating our Machine Learning platform in collaboration with our platform team and Data Science team to support new AI technologies like GenAI.
- Ensure data governance and risk guardrails and policies are appropriately integrated into our data architecture.
What you bring
- Bachelor’s Degree (or higher).
- 10+ years of experience in solid technology platform architecture experience driving highly scalable data solutions in a hybrid cloud environment (AWS preferred).
- 5+ years experience in data modeling, cloud-based data solution, data visualization using Tableau, Prometheus, Power BI, Grafana.
- 5+ years experience of Data Governance and Data Risk practices.
- 5+ years experience of SQL and No
SQL data stores like MySQL, Oracle, Mongo
DB, Dynamo
DB, RDS.
- 5+ years experience of Streaming and Real-Time Stream Processing platforms like Kafka, Rabbit
MQ, Flink, Spark.
- 10+ years experience of Data Pipelines and Data Lakehouse solutions inclusive of Data Bricks, Snowflake, Fabric, Iceberg.
- 1+ year experience of Data Products and Data Mesh, ideally having implemented Data Products end to end.
- 1+ years Experience in Data analysis and Data science toolset like Jupyter notebook, Python.
- 10+ years experience partnering with engineers, architects and platform teams to drive and deliver end-to-end technical architecture & automated developer experiences.
- Well-versed in architecting solutions using CI/CD pipelines for full automation.
Added bonus
- Know how to navigate the ethical AI practices and ensuring compliance with data protection regulations.
- Practi…
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