Data Scientist - #1583

JOBSTER PRIVATE LTD.; Singapore; On-site; SGD 60,000 - 90,000; Full time

Job summary

JOBSTER PRIVATE LTD. Singapore is seeking a data analytics professional to translate business use cases into analytical problems, write Python/R scripts, clean data, and build ML models. You will create compelling visuals with Power BI and dashboards for real-time decision support in government projects.

Collaboration with stakeholders to understand challenges, deliver analytics solutions, and guide data-driven storytelling is essential. Experience in agile project management is a plus.

Qualifications

• Translate business use cases into analytical problems.
• Proficient in writing scripts in R/Python for data preparation and analysis.
• Proficient cleaning, imputing and correcting anomalies in data to ensure quality.
• Proficient in exploring and analysing datasets using statistical methods to derive insights.
• Proficient in building machine learning models to identify patterns and make predictions.
• Proficient in design principles and use of visualisations to convey information.
• Capable of developing data visualisation from graphs to interactive tools integrated with data systems.

Responsibilities

• Generate monthly draft billing statements using Python/R and business rules.
• Process inputs and visualise monthly vendor performance reports on Power BI.
• Facilitate discussions with stakeholders to translate business challenges into data science projects.
• Perform data cleaning, preprocessing, feature engineering, and build data science models.
• Identify data quality issues and propose changes to reduce occurrences.
• Present findings and prioritise refinements with stakeholders while managing timelines.
• Communicate data insights through clear narratives with impactful visuals.

Skills

Python

R

Data Visualization

Power BI

Data Cleaning

Feature Engineering

Machine Learning

Tools

Power BI

Job description

RESPONSIBILITY

• To use Python/R or other tools to generate Monthly draft billing statement (overall and by agencies) based on source inputs and business rules
• To use Python/R or other tools to process source inputs and business rules and visualise on PowerBI Monthly contact center reports for vendor performance as well as provide scorecard to ServiceSG agencies
• The above work shall be done on Government issued laptops
• Facilitate discussions with stakeholders to understand their business challenges, sharpen the business use cases and translate them into data science projects
• Perform data cleaning, pre-processing, feature engineering, and build data science models to address the use case
• Identify data quality issues from source inputs and propose changes that can help to reduce these occurrences
• Present findings, solicit feedback and prioritise refinements to the analysis in close iteration with stakeholders while managing overall project timeline
• Communicate the data insights in a clear and compelling narrative, supported with impactful visuals, to influence key decision makers
• Depending on the use case, design of dashboards and interactive visualisations as tools for data exploration and storytelling may be expected

EXPERIENCE AND SKILLS NEEDED

• Capable of translating business use cases into analytical problems, and identifying appropriate data sources to tackle these problems.
• Proficient in writing scripts in R/Python for data preparation and analysis, using modern analysis tools & programming methodologies.
• Proficient cleaning, imputing and correcting anomalies in the collected structured or unstructured data to ensure a high standard of quality in data sets to be used in the analysis work.
• Proficient in exploring and analysing datasets, applying probability and statistical methodologies and techniques to discover insights from the data.
• Proficient in building machine learning models to identify, recognise patterns and make predictions.
• Proficient in design principles and use of visualisations to best convey the intended information.
• Capable of developing data visualisation from standalone graphs and charts on to highly customised tools and apps while tightly integrated to the data systems for real time visualisation of information.
• Capable of translating results from analysis work into actionable recommendations for stakeholders.
• Capable of communicating results from analysis work in a coherent data story for stakeholders.
• Experience in model deployment.
• Experience in stakeholder management.
• Experience in agile project management.