onsite
Manager, Data Science
Manager Data Science
The Manager, Data Science will support data-driven decision-making and generate business insights through analytics modeling. This role involves understanding business needs, data sourcing and transformation, model building, execution, review, and optimization.
About the role
Purpose
- Support country to achieve data driven decision organization
- Conduct analytics modelling to generate business insights.
How you can contribute
- Understand business needs and design modelling methodology
- Conduct data sourcing, integrate necessary data
- Conduct data discovery and data transformation
- Build models to find best optimal and test model
- Drive model execution
- Model review and optimization
Who we are looking for
- Bachelor/Masters in Statistics, Information Engineering, Computer Science or Mathematics
- More than 5 years of working experience in data analytics, statistical modelling or machine learning, preferably in banking, insurance or financial services industry
- Machine Learning certificates and SAS certificates preferred
- Statistics Modelling Skill: linear regression, logistic regression, decision tree, neural network, random forest, k-means, ARMA, association rule
- Good knowledge of SAS, SPSS, R, Python, RapidMiner, Spark, pylearn2, SQL would be an advantage
- Excellent communication skills
- Good business acumen and strong analytical skills
- Results oriented and customer centric
- Open and collaborative
- Adapt quickly for change management
Skills
Data Analyticsstatistical modellingMachine Learninglinear regressionlogistic regressiondecision treeneural networkrandom forestk meansARMAassociation ruleSasSPSSRPythonRapidMinerSparkpylearn2SQL