Overview :
We are looking for a talented Data Scientist / Optimization Specialist to improve and streamline our credit approval process. This role involves designing advanced optimization models, developing AI-driven case summarization tools, and building predictive models to assess credit risk.
Key Responsibilities:
- Develop models to optimize the management of credit approval tasks using Queuing Theory and work sequencing techniques, ensuring the workload is distributed as efficiently as possible.
- Analyze and improve workflows to reduce waiting times and enhance service capacity.
- Apply machine learning techniques to identify characteristics of customers or cases that have a higher likelihood of poor credit quality, such as predictive modeling and clustering techniques.
- Work closely with the credit approval team, development team, and marketing team to design and deploy these models within the credit approval process.
- Communicate and explain analytical results and recommendations to stakeholders in an easily understandable format.
Qualifications:
- Bachelor's degree or higher in a related field.
- Experience working in consulting firm, credit, lending, or financial services industry.
- Proven experience in building and applying optimization models such as queuing theory, scheduling algorithms, and linear/integer programming and strong background in machine learning.
- Strong proficiency in programming languages such as Python, R, or SQL
- Ability to analyze large datasets and build efficient data pipelines.
- Excellent communication skills with the ability to explain complex technical concepts to non-technical stakeholders.
- Self-motivated, eager to learn new technologies, and capable of working collaboratively in cross-functional teams.
Work Location : KBTG, Chaengwattana Office (Hybrid)
Remark: This position requires a criminal record information check prior consideration for employment to ensure safety and maintain standards of the organization.
