Data Scientist

We are looking for an experienced and forward-thinking Data Scientist to join our Data, Analytics, and Data Products team. The ideal candidate will have strong hands-on experience using Google Cloud Platform (Google Cloud Platform) tools especially Vertex AI and Gemini to deliver high-impact machine learning, statistical analysis, and generative AI solutions. This role plays a key part in optimizing decision-making and operational strategies across our core business functions.

Core Responsibilities

• Data Analysis & Exploration
• Analyze and explore large, complex datasets using BigQuery and other Google Cloud Platform-native sources.
• Identify patterns, trends, and actionable insights to inform data science projects and business initiatives.
• Statistical Modeling & Machine Learning
• Build, tune, and evaluate ML models (e.g., classification, regression, clustering, forecasting).
• Leverage Vertex AI (AutoML, custom training, BigQuery ML) for scalable model development.
• Generative AI & LLM Applications
• Develop and deploy generative AI use cases using Vertex AI and Gemini.
• Engage in prompt engineering, model fine-tuning, feature extraction, summarization, and more.
• Design and implement advanced architectures such as Retrieval-Augmented Generation (RAG).
• Model Deployment & MLOps
• Use Vertex AI Pipelines, Model Registry, and Prediction Services to deploy and manage models.
• Implement monitoring for model drift, bias detection, and performance tracking in production.
• Experimentation & Validation
• Design and analyze experiments (e.g., A/B testing) to measure model effectiveness and business impact.
• Define evaluation metrics aligned with model fairness, quality, and real-world utility.
• Cross-Functional Collaboration
• Work closely with Data Engineers, Product Managers, and business stakeholders to scope, design, and deploy models.
• Translate complex analytical results into clear, strategic business insights.