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Data Scientist

Data Scientist

MANPOWER STAFFING SERVICES (SINGAPORE) PTE LTDSingapore, Pedra Branca, Singapore
10 days ago
Job description

Job Responsibilities :

  • Conduct research on computer vision, deep learning and AI problems
  • Build prototype applications in various AI domains such as computer vision, self -supervised learning, multi-modality learning, etc.
  • Work closely with a team of scientists and researchers to concept and iterate on software development
  • Develop and deploy data science prototypes, with a focus on bringing machine learning models into production
  • Design and implement scalable and high-performance machine learning models, with a focus on troubleshooting performance and accuracy issues
  • Collaborate with teams locally and overseas, and present proof of concepts to stakeholders effectively
  • Build data cleaning and augmentation pipelines for machine learning and deep learning model-based projects
  • Automate processes and workflows for efficient delivery of data science products via scripting and open source tools
  • Stay updated with the latest advancements in data science, machine learning, and deployment techniques

Requirements :

  • Degree or above in Engineering or Science
  • At least 1 year of relevant working experience
  • Experience in real-world data science projects in the field of Computer Vision and Generative AI
  • Expertise in Python programming and using libraries for data processing, visualization, and model development, including pandas, numpy, scikit-learn, matplotlib, and seaborn
  • Proficient in API concepts and libraries, and experienced in utilizing them for testing and deployment, leveraging frameworks such as Flask, Django, or FastAPI
  • Familiar with databases (e.g., PostgreSQL, Minio) and SQL for data storage and retrieval
  • Understand HTML / CSS / Javascript and have experience in front-end JavaScript frameworks such as Angular or React
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    Data Scientist • Singapore, Pedra Branca, Singapore