Publication date 2023/09/27
5.0M ～ 12.0M
AI Solutions - Joint Venture between two Major Japanese Entities
We are working to maximize the value of countless data. We are also developing our business on the strength of our insight into the business in the field/advanced and advanced technological capabilities/flexible response.
Currently, we provide AI products, mainly in the financial domain, to support the improvement of screening and collection accuracy. Through these efforts, we aim to create a society in which a wide range of people can reach financial services.
■We currently develop and provide AI credit and collection scoring systems in emerging countries, most of our clients are located in Southeast Asia and Latin America. In emerging countries, personal loans for the purchase of consumer goods are expanding due to economic growth and rising personal incomes. On the other hand, compared to developed countries, credit information has not been accumulated, and financial companies are often faced with the risk of bad debts and collection costs.
■You will collaborate with the product team, sometimes visiting the site to explore customer issues together and develop collection scoring.
■After one year of test implementation in Indonesia, the number of consumers who defaulted on their loans dropped 7% compared to conventional human review.
■This business maximizes the power of AI and machine learning and contributes to society.
■ Data held by financial institutions in emerging economies is often not well organized, so it is necessary to analyze data and build models based on hypotheses and verify them. By leveraging the expertise of our two parents company in the retail finance business and maximizing the power of AI and machine learning, we are not only reducing risk for financial institutions, but are also providing opportunities for those who have been unable to obtain loans in the past.
■ Understand company and client challenges and how integrating AI capabilities can help create solutions after carefully analyzing client's data
■ Develop machine learning models after researching and implementing appropriate algorithms & tools
■ Plan & perform statistical analysis and fine-tuning of AI models to maximum client's business KPIs
■ Discuss, design & implement frameworks to improve client's business process and efficiency
■ Keep abreast of developments in the field
The company is staffed with excellent engineers from different countries, led by the CTO.
The environment is one where you can work globally as a specialist, and the nationalities of the engineers are diverse, among others including India, Korea, China, and Japan.
■ 120 days off per year
■ Statutory periodic medical examinations
■ Assistance in purchasing books / courses
■ Support system for qualification acquisition, etc.
Required Skills and Qualifications:
■ Proven experience as a Machine Learning Engineer or similar role
■ Understanding of data structures, data modeling and software architecture
■ Ability to write robust code in Python
■ Familiarity with machine learning frameworks (like XGBoost, NNC, Keras or PyTorch) and libraries (like numpy, scikit-learn, matplotlib, jupyterlab etc.)
■ Great communication and collaboration skills
■ Bachelor's degree in computer science, data science, mathematics, or a related field; Master’s degree is a plus
■ Experience with FinTech solutions development
■ Experience with leading a team of engineers
■ Experience with Cloud environments (AWS)
JOB ID : IJB2004296