Data Scientist, Credit Risk Management

Job Description

Title: Data Scientist, Credit Risk Management

Company Name: IDLC Finance Limited

Vacancy: 1

Job Location: Dhaka

Employment Status: Full-time

Educational Requirements:
∎ BSc/MSc in Computer Science, Statistics, Engineering or any other quantitative field; post-graduate degree in Data Science or other quantitative field (post-graduate degree preferably from abroad)

Experience Requirements:
∎ At most 2 year(s)

Job Responsibilities:
∎ Develop and implement IDLC’s data strategy for data-driven credit analysis
∎ Constructing analytics infrastructure for Big Data Analysis in IDLC
∎ Undertake preprocessing of structured and unstructured data
∎ Build and review predictive models and machine-learning algorithms for scorecard-based and digital lending
∎ Portfolio review and pin point areas of distress and ways of improvement
∎ Analyze large amounts of economic and sectorial information to discover trends and patterns for formalizing IDLC’s credit strategy

Additional Requirements:
∎ Experience in data mining and Big Data analysis
∎ Skilled in R/Python, SQL, Javascript and CSS
∎ Hands on experience on libraries such as Tidyverse, Caret, Tidymodels, Plumber, Pandas, scikit-learn, PyCaret, Rest API
∎ Skills on developing business intelligence tools (Tools: Shiny, Power BI, Tableu, Dash)
∎ Familiarity with Docker and Unix
∎ Working experience with linear and non-linear correlation techniques for logic driven decision-making
∎ Exposure in advance credit scorecard models, such as Regression, Tree based model, Naïve Bayes, Neural Network, kNN, etc.
∎ Analytical mind and business understanding of local markets
∎ Strong skill in statistical inference
∎ Problem-solving aptitude
∎ Excellent communication and presentation skills

Salary: Negotiable

Job Source: Bdjobs.com Online Job Posting.

Application Deadline: 21 Aug 2021

Company Information:
∎ 11 Aug 2021
∎ IDLC Finance Limited
∎ Address : Bay's Galleria (1st Floor), 57 Gulshan Avenue (CWS-A-19), Gulshan-1, Dhaka-1212
∎ Web : www.idlc.com
∎ Business : Multiproduct Financial Institution

Category: Bank/Non-Bank Fin. Institution

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Source: bdjobs.com

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