Computer Vision Software Engineer

Singapore, Singapore

Job Description

Summary: As a Computer VIsion Software Engineer, you'll be responsible for developing and adapting video analytics algorithms and AI models into production-grade software applications. Applications will vary between robust backend services and robust presentation-grade technology demonstration applications.- Develop algorithms, train neural networks to solve Computer Vision-related problems
- Develop user-centric intuitive Software to benefit our customers
- Take ownership to drive computer vision solutions and meet customer requirements
- Work closely with product managers, designers, QA Testers and Support personnel
- Timely delivery with professionalism and quality
- Follow Clean Coding standards and maintain repository etiquette
- Deploying developed computer vision models on edge devices after optimization to meet customer requirements and maintain them to later improve to address additional customer requirements in future
- Drive software development initiative with the team to ship high quality software fast
- Any other ad-hoc duties as assignedRequirements- At least 2 Year(s) of working experience in the related field
- Experience with any machine/deep learning frameworks like Tensorflow, Keras and PyTorch
- Experience in training models through GPU computing using NVIDIA CUDA or on cloud
- Experience in different model optimization techniques apart from hyperparameter tuning to reduce memory usage without hindering the performance for deploying on edge devices
- Proficiency with AWS or Azure cloud computing environments
- Experience in Agile Application Development and Scrum methodologies to develop efficient, maintainable, readable and production-ready pipelines
- Ability to transform research articles into working solutions to solve real-world problems
- Strong experience in using both basic and advanced image processing algorithms for feature engineering
- Proficiency in Python and related packages like numpy, scikit-image, PIL, opencv, matplotlib, seaborn, etc.
- Must have good Object-Oriented Programing & logical analysis skills in Python
- Strong foundation in data structures and algorithms in Python or C++Lim Shen Chee (Reg No. R1660557)
EA License No. 07C5771Job Type: Full-timeSchedule:

  • Monday to Friday

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Job Detail

  • Job Id
    JD1051422
  • Industry
    Not mentioned
  • Total Positions
    1
  • Job Type:
    Full Time
  • Salary:
    Not mentioned
  • Employment Status
    Permanent
  • Job Location
    Singapore, Singapore
  • Education
    Not mentioned