Job Description

Singapore, Singapore

Company: Singtel Group

Be a Part of Something BIG!

Singtel Networks, the most established telecommunications infrastructure provider in Singapore is transforming to enable the digital generation of tomorrow. We are introducing new capabilities in 5G, Cloud, Analytics, Digital Commerce, Software Engineering, Cyber Security to enhance our core competencies and deliver innovative and differentiated Mobile and Fixed services (Broadband, TV and Telephony) for our customers. We are committed to celebrating inclusion and diversity and is a strong believer to upskill and nurture all individuals. Come join us today as we build Singtel\'s Networks of tomorrow, and Empower Every Generation to live, work and play in new ways!

Make an Impact by

• Develop and deploy analytical projects (with and without Machine Learning solutions) from the large data sets from Big Data Platform with advance analytics tools.
• Develop machine learning models for predictive and prescriptive analytics (regression analysis, time series, probabilistic models, supervised classification, unsupervised learning, etc)
• Lead and monitor the performance of Junior Data Scientists and providing them with practical guidance, solution validation and implementation.
• Develop and deploy insight visualisation dashboard, analytics reports and conduct presentation to update to senior management on the outcome of the analytics/ML projects
• Train, build, validate, test, deploy, maintain, improve and fine-tune the models and algorithms. Selecting and employing advanced statistical procedures to obtain actionable insights.
• Build, maintain and improve the data cube model derived from telco datasets.
• Continuously optimize and explore the new technology through R&D and trial/PoC.
• Drive ML CoE within Networks and explore new use case and business opportunity such as 5G Use Cases, Anomalies detection, Operational Use Cases are to be pilot delivery in progress.
• Take charge in delivering and managing the E2E of AI/ML pipeline with AutoML, MLOps or equivalent and relevant capabilities.
• Responsible to review internal or external proposal such as vendor\'s solution design to ensure technology appropriateness and standards compliance related to analytic and, AI/ML solution.
• Collaborate with different stakeholders from business, technical, project management and operation to design and implement the solution. Capable in work with Waterfall or Agile project team.
• Adopt and implement the industry standards and best practise of analytics project methodologies such as CRISP-DM for data mining, or similar.

Skills for Success

• Bachelor or Master\'s degree in Computer Science, Math, Data Analytics, Data Science/Artificial Intelligence or Machine Learning with at least 2 years of hands-on development experience
• Hands on experience in analytics project and AI/ML model developments and deployment.
• Experience in handling large volume of datasets.
• Competent in machine learning principles and techniques.
• Analytical methods: statistical modeling (e.g. linear regression, time series), supervised machine learning (e.g., random forests, neural networks), design of experiments, segmentation/ clustering, text mining, NLP.
• Proficiency in Python, PySpark and analytics skillsets.
• Experience in programming, shell script and UNIX commands.
• EDA in using Jupyter or Zeppelin Notebook.
• Good interpersonal skills
• Highly self-driven, demonstrate critical thinking, team player & fast learner
• Outstanding supervision and mentorship abilities.
• Good technical writing skills
• Excellent communication and presentation skills in English

Rewards that Go Beyond

• Hybrid work arrangements
• Full suite of health and wellness benefits
• Ongoing training and development programs
• Internal mobility opportunities

Your Career Growth Starts Here. Apply Now!

We are committed to a safe and healthy environment for our employees & customers and will require all prospective employees to be fully vaccinated.

Singtel