- Translate pain-points of stakeholders into problem statements, architect and implement AI technologies/solutioning and present results and insights to business stakeholders.
- Solid track record of deploying machine learning algorithms in production environment.
- Work with business, data analyst, and IT stakeholders on data ingestion, architecture, test and solution design for model production and deployment
- Develop and deploy analytical solutions across a variety of business functions, including, but not limited to: customer acquisition, customer retention, product development, pricing decisions, network roll-out, fraud identification
- Track and improve performance of analytical solutions developed
- Communicate findings to wider audiences within Singtel and be a data evangelist within the Singtel consumer group
- Stay current on cutting edge business applications, tools and approaches
Required Skills and Qualifications
- Significant relevant experience in building and deploying data science solutions on large amounts of data.
- Advanced degree preferred: Masters degree with 3-5 years experience in Computer Science, Applied Mathematics, Statistics, Machine Learning, or a related quantitative field.
- Deep technical and data science expertise, including experience in the following: Analytical methods: statistical modeling (e.g., linear regression, GLMs, time series), supervised machine learning (e.g., random forests, neural networks), design of experiments, segmentation/clustering, text mining, network analysis (e.g., location allocation), optimization, simulation
Analytics tools: Data wrangling (SQL, R, Python, PostGRESql, Spark, Hadoop/Hive), Data Modeling (R, Python), Data visualization (Tableau)
- Experience building in-production models , including associated scripting, error handling and documentation
- Strong record of professional accomplishment
- Highly self-driven, demonstrate critical thinking, team player & fast learner
- Excellent communication and presentation skills in English
[CANDIDATES WHO REQUIRE WORK PASSES NEED NOT APPLY]