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Contract Associate Data Scientist to Data Scientist, Data Science

Apply now Agency: Singapore Tourism Board
Job no.: 552880
Work type: Contract, Full-time
Location: Singapore
Categories: Economics/Statistics, Others, Research and Analysis

Purpose of job:

Collaborate with the existing team of data scientists, consultants and business units to bring scientific rigour and enhance statistical methods to identify opportunities that will drive new business initiatives and growth.

Main Responsibilities:

  • Work with other large, complex datasets and solve non-routine analysis problems, applying advanced analytical methods as required.
  • Process, cleanse and verify the integrity of data collected for analysis.
  • Analyse and assess the effectiveness and accuracy of new data sources e.g. datasets received from stakeholders, and annotation/ labelling of new training inputs.
  • Apply data mining techniques, perform statistical analysis and build prototype analysis pipelines iteratively to provide insights at scale.
  • Create machine learning-based tools or processes e.g. recommendation engine(s), and constant tracking of performance through A/B testing, and predictive capabilities.
  • Apply the use of deep learning, neural networks, etc to improve the current analytics capability.
  • Integrate and implement developed algorithms and models into the current analytics system.
  • Collaborate with current team to review the existing data collection strategies and make improvements to the current data collection strategy.
  • Enhance data collection procedures to include data for building analytic models relevant for industry transformation.
  • Provide inputs to the design and development of an integrated data model to allow analysis across multiple structured and unstructured datasets.

Job Requirements:

  • Relevant studies in the quantitative discipline: Data Science, Data Analytics, Statistics or Computer Science.
  • At least 3 years of relevant experience.
  • Possess extensive working experience solving analytical problems, including expertise in statistical data analysis such as linear models, regression, multivariate analysis, stochastic models and sampling methods.
  • Working experience for structured and unstructured datasets is essential
  • Experience in machine learning techniques and Artificial Intelligence Framework ecosystems and algorithms e.g. NN, Na├»ve Bayes, SVM, Decision Forests, TensorFlow, etc.
  • Experience in using QlikSense, AWS, SAP HANA and Hadoop will be advantageous.

We regret to inform that only shortlisted candidates will be notified.  

Advertised:
Applications close:

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