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Data Scientist

1 month ago

Singapore Careers@Gov Full time

Careers@Gov is a dynamic and forward-thinking organization dedicated to empowering individuals and shaping the future of Singapore's workforce. As a statutory board under the Ministry of Education, Careers@Gov leads the charge in driving the SkillsFuture movement, a national initiative that promotes lifelong learning and skills development.

With a strong focus on innovation and collaboration, Careers@Gov works closely with employers, training providers, and individuals to create a vibrant ecosystem of learning and growth. By offering a wide range of initiatives, programs, and funding schemes, Careers@Gov enables individuals to unlock their full potential, acquire new competencies, and stay ahead in a rapidly changing job market.

Job Summary

We are seeking an experienced Data Scientist - AI Innovation Specialist to join our Data Strategy & Analytics Division (DSAD) team. As an AI Engineer within DSAD, you will play a pivotal role in developing and enhancing our AI-driven platforms. Your expertise in machine learning, AI, and GenAI applications will contribute significantly to our mission of leveraging advanced technologies to drive innovation and operational excellence.

Key Responsibilities

  • Develop and enhance machine learning models and AI solutions, focusing on generative and discriminative AI applications
  • Test, deploy, and maintain scalable and reliable AI systems
  • Implement MLOps principles for efficient integration of machine learning models with data pipelines and infrastructure
  • Work closely with data scientists and engineers to integrate AI into broader system architectures
  • Facilitate knowledge sharing and technical training sessions to boost organizational AI competency
  • Integrate AI models and systems with APIs and external systems for seamless data and functionality flow
  • Stay abreast of AI trends to suggest improvements to existing systems and workflows
  • Participate in the entire AI model lifecycle management, from data analysis and model building to integration and deployment
  • Advocate for continuous improvement in AI practices and applications, aligning with our mission of leveraging advanced technologies

Requirements

  • Tertiary qualifications in computer science, statistics, applied mathematics, data management, information systems, information science, or a related quantitative field
  • A minimum of three years of experience in AI and machine learning disciplines, including model development, deployment, and lifecycle management
  • At least two years of experience in cross-functional team collaboration and supporting AI/GenAI initiatives.
  • Proficiency in Python; familiarity with R is a plus
  • Strong knowledge of AI frameworks such as TensorFlow, PyTorch, and scikit-learn
  • Familiarity with AWS SageMaker, feature stores, model registry, and AWS cloud architecture
  • Proficiency in SQL and containerization technologies like Docker and Kubernetes
  • Excellent problem-solving skills, strong interpersonal skills, and the ability to work in a team environment
  • Confident, energetic self-starter with a commitment to ethics, regulatory compliance, customer service, and business integrity
  • Highly adaptable and committed to excellence in a dynamic business environment
  • Demonstrated ability to work creatively and collaboratively with both business and IT teams
  • Passionate about staying updated on AI advancements and advocating for continuous improvement in AI practices and applications

Estimated Salary:$120,000 - $150,000 per annum