Data Scientist

3 days ago

Singapore Public Service Division Full time

What the role is

You drive the development and implementation of advanced data analytics capabilities within the Defence Psychology Department (DPD), enabling evidence-based decision making through sophisticated data science techniques applied to psychological research and operational solutions.

What you will be working on
  • Develop predictive models and machine learning algorithms for psychological trends
  • Apply Natural Language Processing techniques and clustering algorithms to analyse qualitative data
  • Extract meaningful patterns from complex psychological datasets
  • Create frameworks for processing integrated psychology data
  • Generate actionable insights through data visualisation tools
  • Collaborate with Business Operations Group to optimise and automate data collection methods
  • Work with capability centres to enhance psychological research data exploitation efforts
  • Implement scalable data processing frameworks
  • Challenge(s) - Staying current with developments in data science applications
  • Translating abstract psychological concepts into quantifiable data science solutions while bridging the gap between psychological theory and data science applications
  • Implementing advanced analytics
  • Meeting practical operational requirements, data security policies and resource constraints across diverse psychological domains
What we are looking for
  • Education in Data Science, Computer Science, Statistics or related quantitative field
  • At least 3-5 years of experience applying advanced data science techniques using Python and R to extract insights from complex behavioural datasets is preferred
  • Demonstrated success in developing predictive models and machine learning algorithms
  • Strong foundation in machine learning, statistical analysis and natural language processing
  • Proven experience in analysing behavioural or social science data
  • Knowledge of data visualisation tools such as PowerBI and QlikSense
  • Innovative problem-solving approach in applying data science techniques to novel research questions
  • Meticulous attention to detail and commitment to maintaining scientific rigour
  • Ability to communicate technical findings effectively to diverse stakeholders
  • Self-driven and curious mindset with strong interest in advancing data science applications in psychology
  • (Applicants with no experience may apply.)
  • Appointment will be commensurate with your experience
  • Only shortlisted candidates will be notified
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