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- Promoting productivity improvement using generative AI (advanced management decision-making)
JOB ID 27489
Promoting productivity improvement using generative AI (advanced management decision-making)
- IT, Software platform
- Electronics, Research & Development
- Fukuoka, Tokyo, Aichi
- ¥6,100,000~¥11,400,000
With strengths in powertrain, driving safety, body technology, and CSS, we are among the world's top five major automotive parts manufacturers.
Based on a stable foundation, we are expanding our business areas into cutting-edge technology development such as software. We also conduct joint development with Toyota Motor Corporation, constantly working on the latest technological developments.
Responsible for structural modeling of management KPIs, information gathering agents utilizing external insights, and developing decision support technologies based on scenario analysis. We consistently drive everything from building data integration and analysis platforms to designing and implementing AI agents.
Job Description
-
- Responsibilities
- [KPI Structure Modeling] Identification of dependencies and leading indicators among management KPIs, integration of heterogeneous data sources and construction
of KPI trees [Scenario Analysis Forecasting] Predicting the effectiveness of measures, quantitative evaluation of risk scenarios, ensuring
model interpretability [External Knowledge Utilization Agent] Automated collection of industry trends, market information, and technology trends, providing
context for management decisions [ [Decision Support Platform] Automatic visualization of analysis results, report generation, integrated presentation
of necessary information for decision-making [Team Collaboration] Requirements coordination and sharing of design know-how with business departments and external partners
-
- Requirements
- ・Over 2
years of experience designing and developing systems utilizing AI and machine learning ・Experience in application development
using Python ・Experience in business improvement and decision support based on data analysis, or experience designing and developing
business systems ・Able
to autonomously investigate and verify new technologies and methods and deploy them to teams ・Viewing technology as a means, Individuals
who are motivated to connect business issues to solving business issues, interested in the structure behind management data, and aim to link analysis and technology to advanced management decision-making
-
- Preferred
- ・Experience in data analysis
in management, supply chain, or cost analysis ・Experience combining
statistical methods (time series analysis, simulation, etc.) with generative AI ・Design and construction of RAG systems, or design and implementation
of AI agents ・Experience
in promoting business automation and business improvement projects ・Cloud environments (AWS/ Experience in application development and environment setup on Azure)
-
- Location
- Fukuoka, Tokyo, Aichi
-
- Work Style
- Remote working possible, Flex working possible
-
- Salary
- ¥6,100,000~¥11,400,000
-
- Attractive
Points - Average age 30s, Over 50% Mid-Career Hires, Childcare support system, New graduates welcome, Management Position
- Attractive
Consultation
Our expert team is dedicated to empowering your career change, crafting tailored career plans, and securing the best job opportunities in the automotive and mobility sectors.
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