Data Scientist


Job Responsibilities

  • Participate in the design, development, evaluation, deployment, and updating of data-driven models for text-to-speech(TTS) and speech-to-text (ASR) applications, in addition to speech analysis models.
  • Work closely on the product delivery roadmap, from development to production, in collaboration with other teams.
  • Help the team to improve upon current methods and models.
  • Have a practical mindset and the ability to bring these models into a production environment.

Qualifications and Requirements

  • A bachelor’s degree in engineering, mathematics, computer science, computational linguistics, or any related STEM field with work experience of a minimum of 1 year.
  • Proven experience in machine learning, speech processing, and NLP (e.g. Kaggle competitions or spare-time projects).
  • Has built or has been working with an automatic speech recognition (ASR) toolkit such as Kaldi or DeepSpeech is considered a strong plus.
  • Demonstrates an understanding of signal processing with application to speech and audio processing.
  • Experienced with acoustic modeling and language modeling is a plus.
  • Machine learning concepts knowledge (classification, regression) and algorithms like Linear Regression, Random forest, SVM
  • Good knowledge in Data preprocessing like normalization and data cleansing
  • Understand concepts of NLP like tokenization, word-embeddings.
  • Understand Deep learning concepts like CNN, RNN, LSTM.
  • Good knowledge of and experience with Python and/or C/C++.
  • Working knowledge of TensorFlow, Keras, or PyTorch is preferred.
  • Willing to dig deep and understand the difference between fundamental research and data-driven development.
  • Ability to work independently with the ability to learn new technologies quickly and successfully implement them
  • Working knowledge of Git is a must.
  • Knowledge of JIRA or similar agile tools is a plus.
  • Comfortable working in a Linux environment.
  • Good written and spoken communication skills.
  • Good R&D skills

Apply here or you can send your CV to jobs@globitel.com with the subject line “Data Scientist”.

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