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Data Scientist - Islandwide, SG

JOBSTER PRIVATE LTD.Islandwide, SG

12 days ago

Job description

Roles & Responsibilities

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

Tell employers what skills you have

Tableau

Machine Learning

Microsoft Azure

Data Analysis

Big Data

Natural Language Processing

Artificial Intelligence

Agile

ETL

Cleaning Validation

Databricks

Stakeholder Engagement

Data Mining

SQL

Python

Business Analytics

Data Science

Data Analytics

Data Visualization

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Data Scientist • Islandwide, SG