Salary Range
SGD 120,000 - SGD 156,000 /year
SGD 10,000 - SGD 13,000/month
Skills Required
Machine LearningEthics of artificial intelligencePublic SectorArtificial IntelligenceScriptingUse Case AnalysisData EngineeringPythonData ScienceData Visualization
Job Description
This will be a 2-years direct contract position.
Responsibilities
- Data science developments.
- Lead project scoping discussions.
- Translate complex business requirements into technical solutions.
- Design, implement, and optimise end-to-end ML/AI solutions with improved performance and scalability.
- Systematically benchmark and evaluate multiple approaches, applying advanced techniques to solve complex business problems.
- Architect scalable solutions using cloud-based services and best practices, and design and implement robust data pipelines and LLM/MLOps workflows that improve efficiency and reduce operational costs.
- Deploy models to production environments with comprehensive monitoring, alerting, and maintenance procedures.
- Champion responsible AI practices, proactively identifying and mitigating ethical and governance risks.
- Collaborate with peers and stakeholders to ensure tasks are executed effectively, addressing minor conflicts constructively and respectfully, and suggesting improvements that enhance team effectiveness.
Requirements
- Bachelor's degree or higher in Data Science, Computer Science, Statistics, Economics, Quantitative Social Science, or related disciplines. Minimum 2 years of relevant experience in data science and/or public sector.
- Able to business use cases into analytical problems and identifying appropriate data sources.
Proficient in
- Writing scripts for data preparation and analysis, using modern analysis tools and programming methodologies.
- cleaning, imputing, and correcting anomalies in the collected structured or unstructured data.
- Exploring and analysing datasets, applying probability and statistical methodologies and techniques to discover insights from the data.
- Building machine learning models to identify, recognise patterns, and make predictions.
- Design principles and use of visualisations to best convey the intended information.
- Developing data visualisation from standalone graphs and charts on to highly customised tools and apps while tightly integrated into the data systems for real time visualisation of information.
- Translating results from analysis of work into actionable recommendations for stakeholders.
- Communicating results and business impact from analysis work in a coherent data story for stakeholders.
Ethos Search Associates Pte. Ltd.
EA License No: 13C6655
EA Reg No: R1988580 Jacky Chong
About ETHOS SEARCH ASSOCIATES PTE. LTD.
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