Project Engineer

4 weeks ago


Singapur, Singapore Careers@Gov Full time
Job Summary

We are seeking a highly skilled Project Engineer to join our team and play a key role in delivering full stack AI/ML solutions to our industry partners. As a Project Engineer, you will work closely with our academic staff and industry partners to design, develop, deploy, and maintain AI/ML projects.

Key Responsibilities
  • Participate in the full development life cycle of AI/ML projects, with a specialization in video and image recognition
  • Design, develop, deploy, and maintain robust, scalable AI/ML APIs
  • Design, develop, deploy, and maintain mobile and web applications that access AI/ML APIs
  • Perform data exploration and data analysis to understand data, and design model architecture
  • Optimize data systems and pipeline architecture. Design, build, and deploy applications to extract data from a variety of sources and to perform feature engineering
  • Deploy and integrate AI models into back-end servers and cloud services for API access
  • Identify and select AI/ML technologies to solve problems. Develop and test AI/ML models using these technologies
  • Cooperate with other departments to effectively use internal/external big data
  • Produce documentation to design, develop, test, deploy, sustain, and update AI/ML applications to ensure good governance and accountability
Requirements
  • Relevant qualification in Computer Science/Engineering preferably with a specialist certification in AI/ML OR Artificial Intelligence/Data Science
  • 3-5 years relevant experience as a full stack developer or similar role
  • Proficient in developing mobile web and mobile applications using multiple front-end languages (e.g. HTML/CSS, JavaScript, XML, jQuery) and frameworks (e.g. React, Angular)
  • Proficient in developing APIs and back-end services using back-end languages (e.g. Python, Java) and frameworks (e.g. Node.js, Flask)
  • Proficient in storage and access of structured and non-structured data using SQL and non-SQL datastores (e.g. MySQL, MongoDB, Snowflake)
  • Experience with deployment of application and services to cloud computing platforms (e.g. AWS, Azure)
  • Experience in using OpenCV, Ultralytics, Media Pipe Pose, and other Pose Estimation technologies
  • Familiar with Tensorflow, Tensorflowjs, Keras, Scikit-learn, PyTorch, and other popular AI frameworks
  • Enjoy sharing and presenting ideas
  • Able to work independently

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