Assistant Manager, Data Scientist

I&M Bank
Kenya
full_time

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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