Assistant Manager, Data Scientist
Job Description
I&M Bank is a wholly owned subsidiary of I&M Holdings Limited, a publicly quoted company at the Nairobi Securities Exchange (NSE). The bank possesses a rich heritage in banking.
Assistant Manager, Data Scientist
Job Purpose
- The Data Scientist will develop and implement data science models and analytical solutions that address business challenges and uncover growth opportunities.
- The Data Scientist applies statistical techniques, machine learning algorithms, and data science methods to derive insights and support evidence-based decisions.
Roles & Responsibilities
Key Responsibilities
Strategic:
- Stay abreast of new ML/AI methods and propose applicable solutions.
- Align model development efforts with broader team priorities and ethics guidelines.
- Provide input into project scoping and business value estimation.
Initiatives:
- Design, develop, and deploy machine learning models.
- Clean, prepare, and engineer features from structured and unstructured data.
- Collaborate with stakeholders to ensure models address real business problems.
- Present insights and model results in understandable formats.
Operational:
- Write production-ready code and maintain model pipelines.
- Conduct peer reviews and contribute to code repositories.
- Document assumptions, methodologies, and model limitations.
- Monitor model performance and recalibrate as needed.
- Contribute to internal knowledge sharing and continuous learning efforts.
Key Responsibilities
Problem Scoping:
- Work with business teams to define problems.
- Frame use cases into model-ready formats.
- Perform initial feasibility assessments.
Data Preparation:
- Extract, clean, and prepare data.
- Conduct exploratory data analysis.
- Engineer relevant features.
Model Development:
- Build machine learning/statistical models.
- Train and tune models using appropriate metrics.
- Evaluate performance and robustness.
Insight Communication:
- Visualize and interpret results.
- Translate findings into business language.
- Support adoption and stakeholder understanding.
Deployment and Monitoring:
- Package models for deployment (API, batch, etc.)
- Monitor performance and drift.
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