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Data Scientist

1 month ago

Singapore WEBSPARKS PTE. LTD. Full time
Senior Data Scientist Opportunity

We are seeking a highly skilled Senior Data Scientist to join our team at WebSparks PTE. LTD. in Singapore. As a key member of the VICA team, you will play a pivotal role in shaping the future of citizen engagement through data-driven insights.

This is a full-time opportunity with an estimated salary range of SGD $120,000 - $180,000 per annum, depending on experience.

About the Role

As a Senior Data Scientist, you will be responsible for analyzing user interactions, optimizing chatbot performance, and developing advanced functionalities to enhance user experience. You will work closely with engineers, product managers, and other stakeholders to ensure that data-driven insights are effectively integrated into the VICA platform.

Key Responsibilities:
  • Develop and refine machine learning models to improve 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.
Qualifications:
  • Min. Bachelor's degree in Computer Science, Statistics, Mathematics, or a related field (or equivalent experience).
  • Minimum 4 years 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.