Policybazaar.com - Deep Learning Researcher - Python/Tensorflow (2-5 Yrs) Gurgaon/Gurugram (Systems/Product Software)

We are looking for the passionate coder and researcher who can take up responsibility of the whole task, develop algorithms/implementation of state of the art research papers, and create/iterate over multiple hypothesis to improve the results. If you are exceptional coder who is looking to solve exceptionally hard real world problems then this position is for you. Requirements : - 2-5 years of relevant experience in the industry/academia in machine learning - Strong working knowledge in Python, Pytorch or Tensorflow.
-Strong at collecting, cleansing and reshaping unstructured/raw datasets.
-Strong understanding of ML concepts - Probabilistic Models, Supervised and Unsupervised Learning, Neural Networks Deep learning, Ensembling.
-Excellent understanding of Machine Learning Techniques and Algorithms, such as k-NN, Naive Bayes, SVM, Decision Forests, Logistic Regression, Neural Networks, Clustering Techniques etc. Familiarity of intricacies in many of these through actual real world implementation experience is a must - NLP pipeline and techniques, Python nltk library or any other library like spaCy, text blob, intent classification NLP text analyzing techniques like Scdasc, Recurrent Neural Networks, LSTM (or GRU- s), tensorflow, keras, python, Word Vector embeddings, gensim.
-Convolutional Neural Networks(CNN), python, tensorflow, Image vector embeddings, Object detection in image.
-Solid understanding of mathematical underpinnings behind Machine Learning algorithms such as Probability, Statistics, Linear Algebra.
-Exposure to Optimization Techniques will be a big plus.
-Ability to write high performance code.

Required Skills : English