Data Scientist

What You'll Do:

AI Solution Development

. Conduct exploratory data analysis to extract insights and patterns that inform AI model design and development

. Perform data cleaning, validation, and transformation (feature engineering) required by AI models

. Design, develop, and evaluate AI models to address specific business needs

AI Deployment and Operations

. Deploy AI models into production environments, ensuring scalability, reliability, and performance

. Implement and maintain model monitoring systems to track performance metrics and identify when models require retraining or adjustment.

. Maintain reusable central feature store for AI model training and deployment

. Implement automated pipelines for model training, validation, and deployment, adopting fit-for-purpose industry practices

Stakeholder Engagement

. Collaborate with cross-functional teams (e.g. data engineers, IT consultants, business users) to achieve project outcome

. Present outputs from business analyses to HPB stakeholders, to translate data-driven insights into programme design and delivery

Requirements:

. Minimum 3 years of working experience in data science or developing AI/ML, including experience wrangling data in cloud-based analytics platforms and tools (e.g. Microsoft Azure, Databricks, Spark Ecosystems)

. Must be proficient in Python and possess adeptness with large-scale datasets.

. Bachelor / Master / PhD in Analytics, AI / Data Science, Computer Science, Engineering or Information Systems with major / project experience in data science and/or business analytics from a recognised university.

o Professional certifications in business analytics / data science / ML engineering from accredited professional bodies coupled with a few years of related working experience for graduates from other disciplines, are also acceptable for the position

. Adaptive in a fast-paced matrix environment, overseeing multiple projects concurrently within an agile environment

. Possesses strong problem resolution, attention to detail and effective communication skills to manage and deliver complex projects involving internal and external stakeholders