Highly Motivated AI Engineer for Enterprise Video Content Analytics

4 days ago

Singapore CYNAPSE PTE. LTD. Full time
About Cynapse

Cynapse PTE. LTD is a pioneering company in the realm of Enterprise-grade Vision AI solutions, operating in highly challenging environments. Our software platform leverages cutting-edge cloud, on-premise, and edge platforms, advanced computer vision algorithms, ML concepts, and models to deliver innovative video content analytics.

We are based in Singapore (one-north Area) with a global reach.

Job Description

We are seeking a skilled Computer Vision & Machine Learning Developer to join our AI team, driving the development of enterprise-scale video content analytics solutions for global customers. You will be responsible for delivering high-quality designs and coding, working in a dynamic environment that pushes boundaries.

Main Responsibilities
  • Contribute to the development and training of computer vision models using state-of-the-art machine learning techniques.
  • Work with large datasets for model training.
  • Collaborate with engineers to implement and fine-tune models, focusing on performance, accuracy, and scalability.
  • Deploy and monitor trained models in production environments, ensuring robustness and reliability.
  • Develop and maintain MLOps pipelines, automating the process of model training, deployment, and monitoring.
  • Research and implement the latest computer vision and MLOps techniques and technologies.
Requirements
  • Bachelor's degree in Computer Science, Data Science, Artificial Intelligence, Mathematics, Electrical Engineering, or a related field.
  • Solid understanding of machine learning concepts, particularly neural networks and their applications in computer vision.
  • Proficient in one or more popular machine learning frameworks such as TensorFlow, PyTorch, or similar.
  • Experience with computer vision libraries like OpenCV, scikit-image, or equivalent.
  • Strong programming skills in Python, with expertise in using tools like NumPy, Pandas, and Matplotlib for data manipulation and visualization.
  • Knowledge of data preprocessing techniques, including image augmentation, normalization, and resizing.
  • Basic understanding of MLOps practices, including version control, continuous integration, and continuous deployment.
  • Strong analytical and problem-solving skills with attention to detail.
  • Good communication skills, both written and verbal, with the ability to work collaboratively in a team environment.
  • Eagerness to learn and adapt to new tools and technologies in the rapidly evolving fields of machine learning, computer vision, and MLOps.
Benefits
  • Competitive salary: SGD $4,500 - $7,000 per month.
  • Unique opportunity to work with a talented global team on cutting-edge technologies.
  • Informal and exciting work environment with flexible hours.
  • Health insurance.

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