Data Scientist (Defence Psychology)

Public Service Division; Singapore; On-site; SGD 60,000 - 80,000; Full time

Job summary

A government agency in Singapore is seeking a data analyst to drive the development of advanced analytics capabilities. The role involves creating predictive models, applying machine learning techniques, and collaborating with operations to optimize data processes. Candidates should have a strong background in data science, preferably with 3-5 years of experience and proficiency in Python and R. This position offers the opportunity to work on innovative psychological research applications.

Qualifications

• 3-5 years of experience with advanced data science techniques.
• Experience with predictive models and machine learning algorithms.
• Proven background in analyzing behavioral or social science data.

Responsibilities

• Develop predictive models and machine learning algorithms.
• Apply Natural Language Processing techniques to analyze qualitative data.
• Generate actionable insights through data visualization tools.

Skills

Data Analysis

Machine Learning

Natural Language Processing

Data Visualization

Statistical Analysis

Education

Education in Data Science, Computer Science, Statistics

Tools

Python

R

PowerBI

QlikSense

Job description

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