Software Engineer, Computer Vision

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KABAM

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Job Summary


Salary
S$4,000 - S$7,000 / Monthly

Job Type
-

Seniority
Mid

Years of Experience
At least 3 years

Tech Stacks
Python Linux Azure OpenCV Keras PyTorch Google Cloud Analytics Rest API AWS TensorFlow Websockets

Job Description

Responsibilities:

  • Design, develop, and optimize computer vision algorithms and models for various applications such as object detection, image classification, segmentation, and tracking
  • Lead architecture design and development of a video analytics platform by working closely with the robotics and web application team
  • Explore, integrate and benchmark production ready machine learning & computer vision algorithms for surveillance/security/facility management robots
  • Act as subject matter expert and lead the adoption of machine learning & computer vision technology, where applicable, for both internal and external customers
  • Contribute to overall architecture design and documentation

Requirements:

  • Bachelors (with experience) in Computer Science with a focus in machine learning or Computer Vision.
  • 3 years of experience deploying machine learning algorithms for production applications
  • Proficient in Python: track record of machine learning model building, training, testing, and performance evaluation
  • Experience with image processing techniques and algorithms.
  • Experience with computer vision libraries and frameworks like OpenCV, TensorFlow, Keras, PyTorch, or similar.Strong understanding of machine learning algorithms and deep learning architectures, particularly CNNs
  • Knowledge of cloud platforms (AWS, Google Cloud, Azure) for model deployment and scaling
  • Experience working with RESTful APIs & websockets
  • Good knowledge of Linux platform, its configuration, and command line operations
  • Track record collaborating on software projects (git)

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