Saturday, July 13, 2024

Research Engineer I At OLA

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Job Summary

Research Engineer is expected to develop voice and text-based products using state of the art Machine Learning, Deep Learning, Speech Recognition, NLP technologies.

Key Result Areas (Accountability & Responsibility of the role)

  • Perform research and development on Machine Learning specifically in the areas of Speech Recognition, Digital signal processing, audio signal processing, Natural Language processing, Natural Language Understanding
  • Read and keep up with the research in Speech recognition, Machine Learning, Deep Learning
  • Understand and implement research papers to the business problem and build the technology
  • Contribute to applied research and open source community

Key Skills Required

Minimum Qualifications

  • Bachelors / Masters / Phd in Computer Science, Electrical Engineering, Signal processing or related disciplines
  • 2-5 years of relevant experience
  • In depth knowledge of various Automated Speech Recognition (ASR), Natural Language Processing /Understanding (NLP/NLU) domains
  • Skills in speech enhancement, noise recognition and cancellation
  • Experience in Automatic speech recognition using deep learning techniques
  • Excellent background Machine Learning (Generative/Discriminative models, Neural Networks, Regression, Classification, Clustering)
  • Expertise in Text Mining (probabilistic topic models, word association mining, ontology learning, semantic similarity, etc)
  • Expertise in NLP techniques (word representation, word2vec, doc2vec,Bayesian modelling, RNN, LSTM)
  • Ability to work with structured and unstructured data
  • Strong software engineering skills
  • Good knowledge of algorithm development.

Preferred Qualifications

  • Strong experience and expertise in Speech Recognition, Natural Language understanding Publication record in Machine Learning / Deep Learning conferences and Journals in areas of speech recognition, natural language processing, natural language understanding
  • Experience in applying deep learning techniques to text and voice.

Software/Tools/System Exposure

  • 2+ years of experience in speech recognition
  • 2+ years of experience in NLP and NLU domains

Location: Bengaluru

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Company: OLA

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