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Data Analytics

2 months ago

Singapore CYCLE & CARRIAGE AUTOMOTIVE PTE LIMITED Full time
About the Role

Cycle & Carriage Automotive Pte Limited is seeking a highly skilled Data Analytics & Science Professional to join our team. As a key member of our IT Infrastructure team, you will play a crucial role in supporting and contributing to the IT enterprise architecture, capacity planning, design, evaluation, and deployment of IT systems.

Key Responsibilities
  • Analytics & BI
    • Collaborate with business, digital, and technology teams to develop and implement Data Analytics and BI solutions that yield actionable insights to achieve business objectives.
    • Design and develop dashboards in alignment with agreed designs.
    • Develop and optimize descriptive or prescriptive analytics solutions to address business requirements.
    • Evaluate data sources and existing ETL workflows, design BI data models, develop and maintain the infrastructure for BI reporting, analysis, and data modeling.
    • Design data pipelines to support different reporting purposes from multiple data sources, including files, data warehouse, APIs, and multi-source databases.
    • Conduct training for internal users, ensuring effective transition and adoption of the BI tools.
    • Design and oversee the documentation of developed solutions, models.
  • Data Science & AI
    • Understand business requirements and design solutions to address business objectives using Data Science and AI.
    • Use and create data science models and develop predictive models to generate insights from complex structured and unstructured data sets.
    • Develop and implement machine learning, deep learning models, and GenAI solutions to automate and transform business processes.
    • Work closely with digital and technology teams to implement solutions, resolve production issues, and optimize deployed analytics solutions.
    • Collaborate with stakeholders at all levels, presenting findings and providing strategic recommendations.
    • Stay current with technical and industry developments and standards to ensure effective and advanced applications of data analysis techniques and methodologies.
    • Design and oversee the documentation of developed solutions, models.
    Requirements
    • A minimum degree holder with 5-6 years of proven experience in Data Analytics, AI, and Data Science.
    • Hands-on experience in end-to-end analytics dashboard development, covering visualization and data model design, with proficiency in PowerBI.
    • Strong command of programming languages and data processing tools/framework (e.g., SQL, Python, Java, R, Scrapy, Spark) with at least 5 years of hands-on coding/modeling experience.
    • At least 2 years of hands-on experience in machine learning modeling (e.g., regression, classification, time-series, deep learning), data mining, and predictive modeling.
    • At least 1 year of hands-on experience in Generative AI solutioning, prompt engineering, proficient in Gen AI/ML (e.g., LLM, RAG, chunking, Langchain, MLFlow).
    • Knowledge of Data Analytics tools (e.g., Databricks, AWS).
    • Knowledge in web scraping, data pipeline, data modeling, and data management practices to clean, preprocess, and transform data sets for model training.
    • Knowledge and application of data analytics solutions in various business scenarios to address pain points and business needs and to propose actionable data solutions.
    • Good communication and collaboration skills.
    About Us

Cycle & Carriage Automotive Pte Limited is a member of the Jardine Cycle & Carriage Group, one of the leading automotive groups in Singapore. We have a strong commitment to being an Employer of Choice in the countries we operate in. Our people practices have been recognized for commendable achievements, including:

  • HR Asia Best Companies to Work for in Asia for 8 years running.
  • Finalist in HR Excellence Awards 2016 for Recruitment and Leadership Development.
  • Winner of Innovative Talent Acquisition Strategy Award in the Annual Jardine Matheson HR Conference 2016.
  • Winner of Excellence In Innovative Use of HR Technology in HR Excellence Awards 2017.
  • Merit for Singapore Health Award as awarded by Health Promotion Board.
  • Jardine Matheson HR Conference 2017, where we clinched the Best Employer Brand, Best Work-Life Balance, and Best HR Team Awards.
  • Jardine Matheson HR Conference 2018 for Excellence in Employee Transformation.
  • Bronze Award in HR Excellence Award 2019 for Excellence in HR Innovation.

We emphasize employee experience and are keen to connect with professionals who share our values. If you are passionate about data analytics and science, we encourage you to explore this opportunity further.