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

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Data Scientist - AI Group

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