About the role
Role Summary
- Build predictive machine learning models for treasury, cash flow forecasting, and investment recommendations.
- Analyze large-scale financial and macroeconomic datasets to generate actionable business insights.
- Develop AI-driven analytics solutions for financial products and wealth management.
- Collaborate with Product, Engineering, and Business teams to deliver scalable data-driven solutions.
Key Responsibilities
- Design and deploy predictive ML models for treasury and cash flow forecasting.
- Build time-series forecasting models using statistical and machine learning techniques.
- Perform exploratory data analysis (EDA), feature engineering, and hypothesis testing.
- Develop data pipelines to ingest, clean, and analyze financial and macroeconomic data.
- Build investment recommendation models, financial risk scoring, and anomaly detection systems.
- Evaluate, optimize, and monitor model performance using appropriate validation techniques.
- Create dashboards and visualizations to communicate insights to stakeholders.
- Continuously improve models based on changing market conditions and new data.
Requirements
- Bachelor's or Master's degree in Computer Science, Data Science, Statistics, Mathematics, Economics, or a related quantitative field.
- 3–6 years of experience in Data Science, Machine Learning, Advanced Analytics, or Quantitative Modeling.
- Strong programming skills in Python.
- Experience with time-series forecasting techniques (ARIMA, Prophet, LSTM, Transformer models).
- Strong knowledge of statistics, probability, regression, classification, clustering, and optimization.
- Experience working with financial, transactional, or time-series datasets.
- Familiarity with Git and collaborative development workflows.
- Excellent analytical, problem-solving, and communication skills.
Preferred Qualifications
- Experience in financial markets, treasury, banking, investment research, or fintech.
- Knowledge of macroeconomics, financial modeling, and quantitative finance.
- CFA (completed) is an added advantage.