Data Scientist - AI Group

Tel aviv Israel

Full Time
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Posted 1 month ago

Data Scientist

Vonage AI Applications group is looking for a data scientist to create new and optimise existing models in the fields of Text, Audio and Imaging, that will enhance communication experience and provide amazing end user features. Please note - The job requires hands on experience and the ability to build production ready algorithms/models.

What will you do?

  • Identify opportunities for leveraging company data to drive business solutions.
  • Research and implement POCs for new products and ideas.
  • Develop highly scalable algorithms and models leveraging conventional machine learning and deep learning architectures.
  • Optimise existing algorithms and models for scalability and performance.
  • Contribute to our existing tool sets for advanced research and development.

What do you have?

  • MSc degree in Computer Science or related field
  • 5+ years proven experience in the field of Machine Learning.
  • 3+ years proven coding experience in Python/C++ 
  • Knowledge and experience in statistical techniques: Regression, Boosting, Trees, Clustering etc.
  • Knowledge and experience in working with at least one of the following domains: Text, Audio or Imaging, including domain feature knowledge.
  • Knowledge and experience with machine learning tools and frameworks such as: Scikit-learn, Keras, PyTorch, Tensorflow, Tensorboard, spaCy, nltk, pandas, numpy, jupyter, seaborn
  • Experience with: Feature exploration, Feature reduction, DNN, Hyper-parameter tuning, Transformers, AutoEncoders, Transfer learning.
  • Stay up to date with recent advances in machine learning community
  • Advantage: C++, Kaldi, GRUs, Spark, SageMaker

 

Job tags: AI Deep Learning Keras Machine Learning NLTK NumPy Pandas Python PyTorch Research Scikit-Learn Seaborn spaCy Spark TensorFlow
Job region(s): Middle East
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