Data Analyst

Data Analyst

B2g Consulting Pte. Ltd.
2-5 years
54000 - 90000 SGD

Job Description

  • Create value through developing predictive and prescriptive data analytics models that supports B2G global objectives
  • Responsible for delivery of data analytics models based on the requirements from key internal and external customers.
  • Proactively work with B2G customers to understand, shape, agree and suggest data analytic solutions on their business pain points.
  • Work with several large and complex datasets using B2G data analytics platform and open source data analytic tools.
  • Select features, build and optimize classifiers and help deploy the machine learning models on IT infrastructures
  • Work and collaborate with PSA data analytics team at all stages of CRISP-DM Methodology
  • Align to B2G data analytics policy, standards and best practices and document as required
  • Prototype/POC in new areas of data analytics solution and recommend the best fit solution as per business requirements

Requirements & Skills

  • Expert programmer in at least one statistical programming language preferably Python, knowledge in Statistics and expertise in a variety of machine learning techniques.
  • At least 6 years of experience as a data scientist in developing machine learning and AI models from raw data based on the customers’ requirements.
  • Experience in developing predictive models and recommendation engine using machine learning techniques.
  • Excellent understanding of machine learning techniques and algorithms, such as k-means, k-NN, Naive Bayes, SVM, Decision Trees, HMM, Neural nets, Deep learning etc
  • A good degree in Computer Science, Statistics, Data Management, Engineering and /or Masters in Business Analytics or a related field
  • Experience building highly scalable solutions using large data sets
  • Effective communicator who can work with stakeholders to define requirements and refine data analytics use cases.
  • Strong interpersonal skills and team player who could refine and deliver data analytics solutions amid uncertain business requirements.

Ability to manage cross cultural differences and sensitivities

Experience

  • At least 1-3 years of experience as a data scientist in developing predictive and prescriptive machine learning models. Experience in developing at least one recommendation engine or similar model.

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