Visionary Architect for Advanced Image Analysis

3 days ago

Surat, Gujarat, India beBeeMachine Full time ₹ 1,50,00,000 - ₹ 2,00,00,000
Senior Computer Vision and Machine Learning Engineer

We are seeking a highly skilled and motivated professional to join our prestigious Corporate Research team. As a key member of our team, you will be responsible for researching, developing, and implementing innovative computer vision and machine learning algorithms to solve challenging real-world problems.

Key Responsibilities:

  • Design and develop high-quality software applications using state-of-the-art technologies and frameworks.
  • Conduct code reviews to ensure high-level software quality.
  • Translate requirements into architecture using cutting-edge technologies and open-source frameworks.
  • Design and incorporate quality aspects of the architecture/project, including reusability, maintainability, scalability, reliability, extensibility, security, portability, etc.
  • Evaluate, define, and evolve/improve software coding standards, tools, and platforms.
  • Execute independently at team level all aspects of the Software Engineering Process (requirements, specification, architecture, design, implementation, etc.).
  • Debug code independently in large and complex source bases.

Required Skills and Qualifications:

  • 8 - 10 years of work experience in computer vision and machine learning.
  • Proven track record of developing and implementing innovative algorithms for image and video analysis.
  • Experience working in a research environment.
  • Hands-on experience with deep learning frameworks such as TensorFlow and PyTorch.
  • Experience with image processing libraries such as OpenCV.
  • Experience with cloud platforms (AWS, Azure, GCP).

Mandatory Skills:

  • Excellent programming skills in Python.
  • Expertise on OpenCV, DLib, Numpy.
  • Awareness of machine learning concepts, hyperparameters tuning, metrics, and training methods.
  • Hands-on working experience with anyone of the deep learning frameworks - TensorFlow, Caffe, Pytorch, Keras, MXNet, Theano.
  • Exposure to model compression and pruning in deep learning.

Preferred Skills:

  • Familiarity with GPU computing (CUDA, OpenCL), HPC and hands-on experience in local GPU-Linux servers or cloud machine learning service providers like AWS, Azure, etc.
  • Strong problem-solving & communication skills.
  • Highly motivated, creative, and a team player.
  • Responsible for taking ownership of modules/projects and contributing/collaborating with individual contributions.

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