Senior Data Engineer, Behavior ML Planning & Prediction at Woven by Toyota | Tokyo, JP | Rezi

Senior Data Engineer, Behavior ML Planning & Prediction at Woven by Toyota

Senior Data Engineer, Behavior ML Planning & Prediction

Woven by Toyota · Tokyo, JP

2 weeks ago

Senior Data Engineer, Behavior ML Planning & Prediction

Woven by Toyota · Tokyo, JP

15 days ago
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About the Role

The Behavior team at Woven by Toyota builds the data foundation for data-driven autonomy. Our work spans analyzing petabytes of multimodal fleet and simulation data, designing scalable data pipelines, and delivering canonical datasets, metrics, and self-serve tools that power ML-based motion planning. We are seeking experienced individuals to improve mobility with human-centered automated driving solutions.

Responsibilities

  • Own and set the technical direction for the end-to-end data architecture that unifies our data into a coherent, discoverable, and reliable platform.
  • Design and build data pipelines from ingestion through transformation to serving and visualization.
  • Set shared technical direction across teams by partnering with stakeholders to understand their data needs and influence roadmaps.
  • Define and own data products, Service Level Agreements, and self-serve dashboards and tooling.
  • De-risk major architectural bets before the organization commits to them.
  • Document architecture, data models, interfaces, and decisions clearly.
  • Act as a technical leader beyond the team: mentor engineers, establish data engineering best practices and standards, and raise the data capability of the wider Autonomy organization.

Requirements

  • 7+ years of experience building and operating production data pipelines and data platforms at scale.
  • Deep command of SQL and a modern programming language (e.g. Python).
  • Hands-on expertise designing robust data models and multi-step ETL/ELT jobs.
  • Experience with a cloud data warehouse (e.g. BigQuery, Snowflake, Redshift).
  • Experience with orchestration and transformation tooling (e.g. dbt, Airflow, or equivalents).
  • Demonstrated ownership of the data architecture for large-scale systems.
  • A track record of technical leadership across teams.
  • Comfort operating in ambiguity — taking a loosely-defined, cross-team problem and creating clarity, structure, and momentum to solve it.
  • Excellent communication skills in English, with the ability to explain complex technical trade-offs clearly and persuasively.

Skills

  • SQL
  • Python
  • Data Modeling
  • ETL/ELT
  • Cloud Data Warehousing (BigQuery, Snowflake, Redshift)
  • Orchestration Tooling (dbt, Airflow)
  • Data Architecture
  • Technical Leadership
  • Communication

Location

  • Nihonbashi (Tokyo)

Work Type

  • Hybrid

Experience Level

  • Senior

Salary/Compensations

  • Competitive Salary - Based on experience

Benefits

  • Flexible working time
  • 20 days paid holiday per year (prorated)
  • 6 days sick leave per year (prorated)
  • Japanese Social Insurance (Health Insurance, Pension, Workers’ Comp, and Unemployment Insurance, Long-term care insurance)
  • Housing Allowance
  • Retirement Benefits
  • Rental Cars Support
  • In-house Training Program (software study/language study)

About the Company

  • Woven by Toyota is enabling Toyota’s once-in-a-century transformation into a mobility company.
  • Our mission is to challenge the current state of mobility through human-centric innovation — expanding what “mobility” means and how it serves society.
  • Our work centers on four pillars: AD/ADAS, Arene, Woven City, and Cloud & AI.
  • Business-critical functions empower these teams to execute, and together, we’re working toward one bold goal: a world with zero accidents and enhanced well-being for all.

Equal Opportunity

  • We are an equal opportunity employer and value diversity.
  • Any information we receive from you will be used only in the hiring and onboarding process. Please see our privacy notice for more details.