AI Engineer

3 days ago

Bishan Central Community Development Council, Singapore SCI LES TERRASSES DE GUIDEL Full time

Job description:

Job Purpose

We are seeking a highly skilled and motivated AI Engineer to join our SMRT team and drive innovation in the transport sector. The ideal candidate will have deep expertise in AI engineering practices, a strong background in transportation systems, and hands-on experience with Microsoft Azure Cloud, Azure AI services, Large Language Models (LLMs), and advanced analytics techniques. This role is crucial for managing the end-to-end deployment of AI solutions and ensuring their effectiveness through rigorous use case validation within the SMRT operational context.

Responsibilities

  • Design, build, and deploy end-to-end AI solutions specifically tailored for SMRT's transport domain, leveraging Microsoft Azure AI services.
  • Lead the deployment and integration of AI models into existing SMRT operational systems, ensuring seamless functionality and performance.
  • Work closely with SMRT's operational teams to validate AI use cases, ensuring solutions address critical business needs and deliver tangible value.
  • Develop predictive models for smart maintenance of SMRT assets, route optimization for our transport networks, and demand forecasting for passenger flow.
  • Collaborate with SMRT's data engineers and transport domain experts to curate, prepare, and integrate large-scale datasets relevant to our operations.
  • Implement and fine-tune Large Language Models (LLMs) using Azure OpenAI and other relevant Microsoft services for operational automation, intelligent assistance for staff, and enhanced customer interactions.
  • Leverage Azure AI and analytics services (e.g., Azure Machine Learning, Azure Synapse Analytics, Azure Data Factory) for scalable deployment, monitoring, and MLOps of AI solutions.
  • Build interactive dashboards and analytical tools using Power BI/Open-source UI to provide actionable insights to SMRT's operations and management teams.
  • Ensure responsible AI practices are embedded in all solutions, maintaining comprehensive documentation for model explainability, auditability, and compliance with SMRT's standards

Qualifications & Work Experience

  • Bachelor's or master's degree in Computer Science, Data Science, Artificial Intelligence, or related technical field.
  • 5+ years of progressive experience in AI engineering roles, with a significant portion preferably within the public transport or logistics domain, demonstrating a clear understanding of operational challenges.

Skills

  • Proven hands-on experience with Microsoft Azure AI services, including Azure Machine Learning, Azure Synapse Analytics, Azure OpenAI, Azure Cognitive Services, and Azure Data Factory.
  • Strong knowledge of Large Language Models (e.g., GPT, BERT) and NLP pipelines, including practical experience with custom fine-tuning and deployment within an enterprise environment.
  • Expertise in developing and managing end-to-end AI/ML pipelines, encompassing data ingestion, model training, rigorous evaluation, deployment, and continuous monitoring (MLOps).
  • Solid understanding of transport operations, predictive maintenance strategies, asset optimization, and operational efficiency within a large-scale public transport setting.
  • Proficiency in Python for AI/ML development, SQL for data manipulation, and experience with Power BI or other tools for data visualization.
  • Excellent communication, collaboration, and stakeholder engagement skills, with the ability to translate complex technical concepts into clear business insights for SMRT's diverse teams.

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