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- Data Scientist
JOB ID 23865
Data Scientist
- IT, Software platform
- IT, Data Analyst
- Shizuoka, Hokkaido, Ehime, Toyama, Fukushima, Yamagata, Saga, Tochigi, Chiba, Gifu, Fukui, Aichi, Osaka, Ibaraki, Shimane, Tokyo, Niigata, Gunma, Okayama, Kagoshima, Nagano, Tokushima, Nara, Tottori, Miyagi, Akita, Fukuoka, Yamaguchi, Aomori, Kagawa, Saitama, Iwate, Okinawa, Kochi, Shiga, Kumamoto, Kanagawa, Yamanashi, Oita, Miyazaki, Ishikawa, Kyoto, Mie, Wakayama, Hyogo, Hiroshima, Nagasaki
- ¥6,000,000~¥12,000,000
It is a company that develops mobility-related services and promotes the digitalization of transportation and mobility.
Utilizing its proprietary apps and platforms, the company offers a variety of services, mainly cab dispatch services, and is one of only a dozen unicorn companies in Japan.
The company is also co-creating new mobility services with various companies.
As a data scientist supporting the taxi dispatch application business and the AI driver's license business for commercial vehicles, I am responsible for a wide range of tasks required to apply predictive models to actual services, including requirement definition, specification development, data analysis, data preprocessing, AI service implementation, and accuracy improvement for building machine learning models and algorithms for vehicle demand sharing prediction and hazardous driving behavior detection. You will be involved in a wide range of tasks required to apply predictive models to real-world services.
We are looking for someone who can solve various problems with light footwork.
Job Description
-
- Responsibilities
- Communicate with business units and customers to define requirements and design predictive models/algorithms
・Build predictive models/algorithms based on various data sources, focusing on machine learning, and improve accuracy
・Implement predictive models/algorithms into actual services, and continuously improve and monitor them
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- Requirements
- ■Required Experience and Skills
- Experience in data analysis using Python (other languages are negotiable)
- Experience in data processing, data analysis, and data visualization
- Experience using machine learning
- Experience using databases with SQL
- Experience in team development using source code management systems such as Github
- Knowledge of statistics, mathematics, and computer science at a university level Knowledge of statistics, mathematics, and computer science at the university level
■Personality Requirements
・Ability to work proactively while maintaining close communication with members from various fields inside and outside the company
・Interest in machine learning applications and problem solving in real services
・Ability to think and act autonomously in order to improve services ・Ability to work with others to improve services ・Ability to work with others to improve services ・Ability to work with others to improve services Those who can think, act, and promote autonomously to improve services.
・Sympathize with the evolution of the mobility field and its contribution to society, and can commit to the service itself, not just the technology.
・An individual who is not particular about a particular technology, but can acquire new skills independently as needed.
・A person who can communicate with others in a respectful manner in team development.
-
- Preferred
Desired Experience/Abilities
・Experience continuously applying predictive models using machine learning/rule-based logic in real services
・Practical experience building predictive models using scikit-learn, various gradient boosting libraries, various Deep Learning frameworks, etc.
Experience in implementing mathematical optimization, search algorithms, reinforcement learning, etc. for practical systems
- Experience in working with large-scale data
- Experience in winning medals in analysis competitions such as Kaggle
- Experience in developing machine learning systems using clouds such as AWS and GCP
- Experience in building predictive models using the Linux environment Experience in building predictive models using Linux environment
・Experience in management of development projects
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- Location
- Shizuoka, Hokkaido, Ehime, Toyama, Fukushima, Yamagata, Saga, Tochigi, Chiba, Gifu, Fukui, Aichi, Osaka, Ibaraki, Shimane, Tokyo, Niigata, Gunma, Okayama, Kagoshima, Nagano, Tokushima, Nara, Tottori, Miyagi, Akita, Fukuoka, Yamaguchi, Aomori, Kagawa, Saitama, Iwate, Okinawa, Kochi, Shiga, Kumamoto, Kanagawa, Yamanashi, Oita, Miyazaki, Ishikawa, Kyoto, Mie, Wakayama, Hyogo, Hiroshima, Nagasaki
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- Work Style
- Remote working possible, Flex working possible
-
- Salary
- ¥6,000,000~¥12,000,000
-
- Attractive
Points - No relocation, Average age 30s, Over 50% Mid-Career Hires, Weekends and holidays off, Preparing for IPO, Venture Company, New businesses and services
- Attractive
Consultation
We are available to discuss
career change and career planning in the automotive and mobility industry,
and
job selection.
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