Data Scientist, Forward-Deployed Team (SWDA)
Singapore · పూర్తి సమయం
దరఖాస్తు చేసుకునే వారిలో మొదటి వ్యక్తిగా ఉండండి
- అనుభవం
- 2+ సంవత్సరాలు
- జీతం
- —
- ఖాళీలు
- 1
- పోస్ట్ చేయబడింది
- 2 గంటల క్రితం
- పని విధానం
- కార్యాలయంలో
- విద్య
- Bachelor's degree or higher in Data Science, Computer Science, Statistics, Economics, Quantitative Social Science, or related fields
- పునఃప్రారంభం
- దరఖాస్తు చేసుకోవాలి
మీరు ఎక్కడ పని చేస్తారు
ఉద్యోగ వివరణ
About GovTech and Role Overview
The Government Technology Agency of Singapore (GovTech) spearheads the nation's Smart Nation projects and public sector digital transformation efforts. As the focal point for ICT and Smart Systems, GovTech develops expertise across Data Science & AI, Application Development, Smart City Tech, Digital Infrastructure, and Cybersecurity domains. Joining GovTech means embarking on a meaningful career to enhance lives, supported by ongoing learning and development within an Agile, Bold, and Collaborative culture. This role focuses on transforming government digital services by adopting a citizen-centric approach.
Key Responsibilities
- Work directly with business stakeholders to understand their challenges and refine business use cases into actionable data projects.
- Perform data cleansing, preprocessing, feature engineering, and craft data science models and products addressing stakeholder needs.
- Deliver iterative presentations of findings and incorporate stakeholder feedback while managing project timelines.
- Communicate insights and potential business impacts through clear narratives with compelling data visualizations to influence decision makers.
- Design dashboards and interactive visual tools for data exploration and storytelling where relevant.
- Deploy and monitor machine learning models using existing MLOps platforms when applicable.
- Possibility to be embedded within other government agencies for extended periods (2-3 years) to lead data science capability building and project execution.
Candidate Qualifications and Skills
- Bachelor’s degree or higher in data science, computer science, statistics, economics, quantitative social science, or similar; relevant certifications also considered.
- Minimum two years of experience in data science and/or public sector roles.
- Adept at translating business requirements into analytical problems and identifying suitable data sources.
- Strong programming skills for data handling and analysis using contemporary tools and methods.
- Expertise in data cleaning, anomaly detection, and preparing high-quality structured and unstructured data sets.
- Proficient in statistical analysis and probability techniques to extract insights from data.
- Experience building machine learning models for pattern recognition and predictive analytics.
- Knowledgeable in visualization best practices and capable of creating both standalone and integrated dashboards and applications for real-time data representation.
- Ability to transform analytical outputs into actionable recommendations and communicate analytical results effectively to stakeholders.
- Strong passion for leveraging data analytics to enhance public services and deliver societal benefits.
Preferred Experience
- Experience with ML model deployment and MLOps.
- Strong stakeholder management capabilities.
- Familiarity with agile project methodologies.
- Experience in mentoring or developing capabilities in others.
Employee Benefits and Work Culture
GovTech offers competitive total rewards packages including comprehensive leave benefits and wellness programs to support work-life balance. Flexible working arrangements are championed, enabling employees to manage their time effectively and deliver outstanding results from any location, depending on job suitability.