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INFOWIZ PTE LTD Linkedin · Posted 22d ago

Data Scientist

Singapore, Central Singapore, Singapore

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Indexed description

Responsibilities:

  • Build statistical and machine learning models to analyse large (PB-scale) volume of customer data, uncovering valuable insights and patterns.
  • Design A/B tests and causal inference to measure the impact of different strategies on user behaviour and business outcomes.
  • Implement robust MLOps pipelines to automate the deployment, monitoring, and maintenance of models in production environments.
  • Collaborate with data team to scale infrastructure for future initiatives.
  • Effectively communicate complex findings and insights to both technical and non-technical stakeholders.
  • Stay updated with the latest advancements in AI and Generative AI technologies.


Requirements:

  • Bachelor's degree or higher in quantitative field (Statistics, Applied Mathematics, Computer Science etc).
  • 2 to 5+ years of working experience in Data Science, machine learning and deep learning related roles.
  • Proficient in processing large-scale datasets using Big Data technologies like Hadoop, Spark and Hive.
  • Proven track record of deploying Machine Learning and deep learning models (TensorFlow / PyTorch) into production environment.
  • Proven ability to execute A/B testing strategies and identifying best practices, with a commitment to mentoring others and adopting emerging technologies.


Preferred skills:

  • Prior experience developing recommendation systems in ecommerce, Web3 or similar high growth environment is highly valued.
  • Knowledge and affinity of GenAI libraries and toolsets such as HuggingFace, LangChain, RAGAS, etc is a plus

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