Executive, Data & Insights (1-Year Contract)

Location: Singapore
Discipline: Project Management
Job type: Contract
Contact email: career@bcg-rise.com
Job ref: 268753
Published: 3 months ago

Company: CapitaLand Business Services Pte Ltd

Responsibilities

  • Work with business analysts and internal stakeholders to identify business problems and opportunities, propose analytics solutions, as well as data and technology requirements, and formalise them into a project. Analytics solutions include, but are not limited to report automation, descriptive analytics, and advanced analytics

  • Work with data engineers to plan, identify, and integrate data from multiple source systems to enterprise data platform for analytics purposes

  • Perform data exploration, preprocess, and analyse the data (both structured and unstructured); develop and deploy machine learning/deep learning models

  • Create dashboards to communicate and present key findings to stakeholders, and manage UAT

  • Work with the team to run and prioritise projects according to objectives and business impact


Requirements

  • Bachelor's degree or equivalent experience in the quantitative field (e.g. Statistics, Mathematics, Computer Science, Engineering, etc.)

  • At least 1 year of relevant work experience

  • Good understanding of machine learning (eg. Logistic Regressions, SVM, Decision Tree, Random Forest, lightGBM, XGBoost) and deep learning algorithms (eg. CNN, RNN)

  • Deep understanding of deep learning algorithms, and experience with open-source libraries such as TensorFlow, Keras, Pytorch, Scikit-Learn etc.

  • Fluency in a programming language (e.g. Python, R, SQL, etc.)

  • Familiarity with Big Data frameworks and visualisation tools (e.g. Power BI, Hadoop, Spark, Tableau, etc.)

  • Good collaboration and communication skills to work effectively across teams and partner with business stakeholders