This position involves developing advanced image processing algorithms for the wafer inspection.
Job Description :
- Deep understanding and application knowledge on the machine learning and computer vision, familiar with major deep-learning architecture, like CNN, GAN, Transformer.
- Strong hands-on coding ability on either python or C++, experience with Linux is preferred.
- Familiarity with the major DL frameworks either TensorFlow or PyTorch
- Great teammate with excellent written and verbal communication skills.
- Experience of unsupervised machine learning, handling large data and anomaly detection is a bonus.
- Experience of deploying a ML / DL algorithm solution end-to-end is preferred.
Minimum Qualifications :
New college graduates in any of the following degree : Ph.D., Dual Degree, Masters, or Bachelors. (Candidates from EE, CS and Mathematics background would be preferred)The ideal candidate will have a working knowledge of Machine Vision.Knowledge of Deep Learning with working experience in Tensor Flow, Theano, PyTorch etc.Working experience in one or more of the following DL techniques : GANs, Auto Encoders, Semantic Segmentation,Ability to formulate problems into mathematical equations.(ref : hirist.tech)