Data Scientists - Abu Dhabi, United Arab Emirates - Al Madina Agencies & Services
Description
Responsibilities:
- Design and implement a robust data pipeline for collecting, cleaning, and preparing relevant consumer financial data.
- Conduct exploratory data analysis to identify key features and patterns associated with financial distress.
- Develop and evaluate various machine learning algorithms
- Optimize model performance through feature engineering
- Interpret model results and translate complex statistical concepts into actionable insights
- Continuously monitor and improve model performance over time.
- Develop clear and concise documentation for the model development process.
- Stay uptodate on the latest advancements in consumer credit modeling and machine learning.
Qualifications:
- Bachelor's degree in data science, statistics, computer science, or a related field.
- Proven experience in developing and deploying machine learning models, preferably in a financial context.
- Strong understanding of statistical modeling techniques (e.g., logistic regression, decision trees, random forests).
- Proficiency in machine learning libraries
- Experience with data wrangling tools and techniques (e.g., SQL, Python libraries).
- Excellent analytical and problemsolving skills.
Application Question(s):
- Do you have experience in SQL, Python libraries
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