Speech Data Scientist

Scouto AI

5 years

35 - 40 Lacs

bengaluru karnataka india

Posted:1 week ago| Platform:

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Skills Required

data processing recognition learning signal analysis pytorch tensorflow programming python ml numpy java scripting git collaborative development deployment aws containerization docker model scalability lstm kubernetes

Work Mode

On-site

Job Type

Full Time

Job Description

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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