Speech Data Scientist

1 week ago

Bengaluru, Karnataka, India Scouto AI Full time ₹ 20,00,000 - ₹ 25,00,000 per year

Core Speech Processing

  • 5 years of hands-on experience in speech recognition and processing
  • Deep understanding of classical methodologies: HMMs, GMMs, ANNs, Language modeling
  • Expertise in modern deep learning techniques: CNNs, RNNs, LSTMs, CTC, Attention mechanisms
  • Strong background in digital signal processing and audio analysis

Machine Learning & Deep Learning

  • Proficiency with PyTorch and TensorFlow frameworks
  • Experience with transformer models (BERT, Wav2vec 2.0, Wisper)
  • Knowledge of end-to-end ASR implementation and optimization
  • Understanding of foundation models and transfer learning approaches

Programming & Tools

  • Strong Python programming skills with ML/DL libraries (numpy, pandas, scikit-learn)
  • Experience with C++ and Java for production implementations
  • Proficiency in bash scripting and automation
  • Familiarity with version control (Git) and collaborative development

Cloud & Deployment

  • Hands-on experience with cloud platforms (AWS, GCP)
  • Knowledge of containerization (Docker, Kubernetes)
  • Experience with MLOps tools and CI/CD pipelines
  • Understanding of model serving and scalability considerations

Skills: automatic speech recognition,tensorflow,docker,transformers for asr,lstm,language modeling,mlops,digital signal processing,python,ctc loss,attention mechanisms,kubernetes,rnn,pytorch

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