Singapore Job Openings
Cynapse
AI Engineer (Computer Vision, Model Engineering)
Queenstown Estate
FULL TIME
September 5, 2024
Cynapse is an awarded AI Software Product company specializing in Enterprise-grade Vision AI in highly challenging environments. cynapse’s software platform is leveraging cutting-edge cloud/on-premise/edge platforms, advanced computer vision algorithms, advanced ML concepts & models, and more.
The company Headquarter is located in Singapore (one-north Area)
Job Description
Cynapse is looking for a talented and highly motivated Computer Vision & Machine Learning Developer to join our AI team that delivers a challenging, enterprise-scale Video Content Analytics solutions to global customers. You will conform to high standards of design and coding, working in a cutting-edge, dynamic and professionally challenging environment.
Responsibilities
- Assist in 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.
- Contribute to the deployment and monitoring of trained models in production environments, ensuring robustness and reliability.
- Participate in the development and maintenance of MLOps pipelines, automating the process of model training, deployment, and monitoring.
- Conduct research to explore and implement the latest computer vision and MLOps techniques and technologies.
- Maintain and update model pipelines, ensuring they meet project requirements and deadlines.
- Bachelor’s degree in Computer Science, Data Science, Artificial intelligence, Mathematic, Electrical Engineering, or a related field.
- Solid understanding of machine learning concepts, particularly neural networks and their applications in computer vision (e.g., convolutional neural networks, transfer learning, and deep learning architectures).
- Proficient in one or more popular machine learning frameworks such as Tensor Flow, Py Torch, or similar.
- Experienced with computer vision libraries like Open CV, scikit-image, or equivalent.
- Strong programming skills in Python, with expertise in using tools like Num Py, 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 (CI/CD).
- 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.
- (Optional) Experience with cloud platforms like AWS, GCP, or Azure is a plus.
- (Optional) Knowledge of Docker or other containerization tools for model deployment.
- (Optional) Familiarity with MLOps tools like MLflow, Kubeflow, or similar is a plus.
- Innovative, motivated and a quick learner
- Ability to work well in a small team and take end-to-end ownership of problems and their resolution
- Attention to detail, curiosity, and passion for technology
- Competitive base salary and a generous stock option package
- Unique opportunity to work with a talented global team on cutting edge technologies
- informal and exciting work environment with flexible hours
Job Type: Full-time
Pay: $4,500.00 - $7,000.00 per month
Benefits:
- Health insurance
- Monday to Friday
- 13th month salary
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