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Data Analytics Manager

2 months ago

Singapore SMRT TRAINS LTD. Full time
About the Role

We are seeking a highly motivated and experienced Data Analytics Manager who can leverage Artificial Intelligence (AI) and data-driven insights to enhance workplace safety and operational efficiency across the organization. The incumbent will be responsible for overseeing the development and implementation of AI-integrated analytics strategies to optimize safety processes, identify potential risks, and drive continuous improvement initiatives.

Key Responsibilities
  • Design, develop, and deploy advanced AI models and algorithms to solve complex business problems.
  • Collaborate with cross-functional teams to define data requirements and develop leading indicators to execute a comprehensive data strategy aligned with safety objectives.
  • Lead the analysis of safety-related data sets to identify trends, patterns, and potential safety risks.
  • Identify opportunities for leveraging AI technologies to enhance data analytics capabilities, extract actionable insights, and enhance workplace safety and security.
  • Conduct data mining, statistical analysis, and predictive modeling to extract valuable insights from large data sets.
  • Develop and maintain scalable data pipelines to support AI/ML model deployment.
  • Ensure seamless integration of AI algorithms with data analytics platforms and tools.
  • Collect, preprocess, and analyze data to train and evaluate AI models.
  • Optimize AI models for performance, scalability, and efficiency.
  • Develop AI models to uncover patterns, trends, and correlations in data, enabling predictive and prescriptive analytics to forecast safety incidents and proactively mitigate risks.
  • Develop dashboards to communicate key performance indicators to stakeholders.
Requirements
  • Bachelor's or Master's degree in Computer Science, Data Science, Artificial Intelligence, or a related field.
  • Proven experience in data analytics, with a focus on AI integration and machine learning.
  • Experienced with data preprocessing, feature engineering, and model evaluation.
Desirable Skills
  • Good understanding of data analytics methodologies and AI algorithms.
  • Conduct data mining, statistical analysis, and predictive modeling to extract valuable insights from large data sets.
  • Develop and maintain scalable data pipelines to support AI/ML model deployment.
  • Excellent communication and interpersonal skills, with the ability to convey complex data insights to non-technical stakeholders.
  • Strong problem-solving skills and attention to detail.
  • Excellent communication and teamwork skills.
  • Ability to work in a collaborative and fast-paced environment.
  • Experience in fine-tuning Generative AI models or AI video analytics is a plus.