Data Scientist

StarHub; Singapore; On-site; SGD 55,000 - 75,000; Full time

Job summary

A leading telecommunications company in Singapore is seeking a Data Scientist to develop innovative Machine Learning and AI models from large datasets. The role involves collaborating with stakeholders and developing new analytics models with a focus on Telco insights. Candidates need a relevant degree and experience in Big Data technologies. This position offers a full-time employment opportunity at the entry level.

Qualifications

• At least 2 years of relevant experience in Big Data analytics application development.
• Experience in the Telco industry will be an advantage.

Responsibilities

• Design and develop scalable Telco Big Data Analytics Models.
• Propose and develop new analytics models to enhance SmartHub capabilities.
• Independently develop solutions using AI/ML models.

Skills

Data analysis

Machine Learning

Artificial Intelligence

Creative problem solving

Presentation skills

Education

Bachelor’s degree in Engineering, Information Systems, Computer Science, or related disciplines

Master’s degree or PhD in Computer Science or related disciplines

Tools

Tableau

AWS QuickSight

PySpark

Kafka

Python

Scala

AWS

Google Cloud

Azure

Alibaba Cloud

Huawei Cloud

Job description

Job Description

The data scientist is responsible to work with massive amounts of data to develop Machine Learning and Artificial Intelligence (AI) models with Telco and other sets of data to help enterprises realise key business value through the use of Telco Insights. The data scientist works closely with key internal and external stakeholders to develop new AI products or new application areas for AI.

Responsibilities

• Design and develop next generation of scalable Telco Big Data Analytics Models to support commercial projects across various business verticals.
• Propose and design effective analytical approaches taking into consideration performance and scalability to large datasets, adhering to best practices for model development, and perform unit and system testing to validate the results of the analytics models. Constantly review and ensure that current methodology conforms and meets industry standards.
• Propose and develop new analytics models and innovative techniques and algorithms to enhance SmartHub capabilities and value proposition of Telco Big Data.
• Independently develop solutions that adopt and leverage on latest AI/ML models including GenAI and LLM to deliver exceptional value to internal/external stakeholders.
• Participate and contribute to stakeholders' requirement gatherings sessions, co-creation workshops to size up stakeholders' problem statements and formulate and review best approaches to analytic solutions and models.
• Lead the technical collaboration with industry or research institutes to propose new potential areas for collaboration.

Qualifications

• Bachelor’s degree in Engineering, Information Systems, Computer Science, Analytics or related disciplines, along with at least 2 years of relevant experience in Big Data analytics application development OR Master’s degree or PhD in computer science or related disciplines
• Experience with Business Intelligence Visualization (e.g. Tableau, AWS QuickSight)
• Experience in presentation to stakeholders to articulate business values for analytical/data science projects
• Experience in the following Big Data technologies: PySpark, Kafka
• Programming experience in one or preferably more of the following languages: Python, Scala
• Experience with Cloud platforms (e.g. AWS, Google Cloud, Azure, Alibaba Cloud, Huawei Cloud)
• Exposure to real-time streaming technologies (e.g. Spark Streaming, Apache Flink)
• Good understanding of software agile development, continues integration and deployment
• Attention to details, a self-starter and self-learner continuously keeping up to date with industry developments
• Creative problem solver and ability to think out of the box
• Experience in Telco industry will be an advantage

Seniority level: Entry level

Employment type: Full-time

Job function: Engineering and Information Technology

Industries: Telecommunications