Data Scientist

2 days ago


Singapore MyCareersFuture Full time
About MyCareersFuture

MyCareersFuture is a leading platform in Singapore, empowering citizens with convenient access to information and services through innovative technologies.

Job Summary

We are seeking a highly skilled Data Scientist to join our VICA team, driving the future of citizen engagement through data-driven insights.

Key Responsibilities:
  • Develop and refine machine learning models to enhance chatbot performance in tasks such as intent classification, dialogue management, and sentiment analysis.
  • Experiment with different models and algorithms to achieve optimal results.
  • Collaborate with engineers to integrate models into the VICA platform.
  • Conduct in-depth analysis of VICA interaction data to identify patterns, trends, and areas for improvement.
  • Utilize statistical techniques and visualization tools to communicate findings effectively.
  • Develop key performance indicators (KPIs) to measure chatbot effectiveness and track progress.
  • Apply NLP techniques to understand user queries, extract relevant information, and generate appropriate responses.
  • Explore cutting-edge NLP methods to enhance chatbot capabilities.
  • Stay up-to-date with the latest advancements in machine learning, NLP, and chatbot technologies.
  • Propose and implement innovative solutions to address chatbot challenges and improve user experience.
  • Work closely with engineers, product managers, and other stakeholders to ensure that data-driven insights are effectively integrated into the VICA platform.
Requirements:
  • Min. Bachelor's degree in Computer Science, Statistics, Mathematics, or a related field (or equivalent experience).
  • Minimum 1 year of experience in data science with a focus on NLP.
  • Proven experience in data analysis and machine learning with tools including but not limited to: Python and libraries like scikit-learn, TensorFlow, or PyTorch.
  • Strong understanding of Natural Language Processing (NLP) concepts and techniques.
  • Experience working with real-world, large-scale datasets.
  • Excellent communication and collaboration skills.
  • Ability to work independently and manage multiple projects simultaneously.
  • Passion for innovation and a strong desire to contribute to Singapore's Smart Nation vision.

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