Data Scientist

Location Singapore
Discipline Information & Communications Technology
Job Reference BBBH137013_1715847276
Salary S$4000 - S$4500 per month
Consultant Name Rajasekar Shirley Monisha
Consultant Email shirley.rajasekar@manpower.com.sg
Consultant Contact No. 6232 5244
EA License No. 02C3423
Consultant Registration No. R22106767


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 technical and non-technical teams locally and overseas, and present proof of concepts to stakeholders effectively
  • Build data cleaning and augmentation pipelines for both 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 through independent research and open source tools and libraries


Education:

  • Graduate Degree or above in Engineering or Science


Skills & Experience:

  • At least 2 years of relevant experience
  • Experience in real-world data science projects, internships, hackathons, and personal projects
  • 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 to design web interfaces for data science prototypes and deploy them