We Are Hiring Speech Recognition Engineer!

TIGI HR is providing its recruitment services in all major cities including Bangalore, Pune, Mumbai, Gurgaon, Noida, Hyderabad, Ahmedabad, Kolkata, Chennai, Gandhinagar, Indore etc. We have also expanded our wings toward Australia and Canada too.

Also, we do have many jobs for Work From Home (WFH) and on a remote basis as well.

Role Brief:?The ideal candidate is a self-motivated, multi-tasker, and demonstrated team player. You will be a senior speech engineer responsible for the development and enhancements to existing products. You should excel in working with large-scale applications and frameworks

Responsibilities:

? Development of ASR engine using frameworks like Wav2vec or Deep Speech or using PyTorch or Tensorflow

? Assist in defining the technology required for Speech to Text services besides the core engine and to design integration of these technologies.

? Work on the improvement of the model's accuracy and guide the team with best practices.

Desired experience:

? Good understanding of machine learning (ML) tools.

? Should be well versed in classical speech processing methodologies like hidden Markov models (HMMs), Gaussian mixture models (GMMs), Artificial neural networks (ANNs), Language modelling, etc.

? Hands-on experience with current deep learning (DL) techniques like Convolutional neural networks (CNNs), recurrent neural networks (RNNs), long-term short-term memory (LSTM), connectionist temporal classification (CTC), etc used for speech processing is essential.

? The candidate should have hands-on experience and any of the end-to-end implementation of ASR tools such as Wav2vec, Deep Speech, etc

? Hands-on PyTorch and Tensorflow experience is desirable.

? Experience in techniques used for resolving issues related to accuracy, noise, confidence scoring etc.

? Ability to implement recipes using scripting languages like bash

? Ability to develop applications using python, c++, Java

? Knowledge of Transformer Models like BERT-base. ELMo, ULM-FIT

? Experience in CI/CD pipeline, MLOps processes

? Hands-on deployment experience using cloud applications like AWS, GCP

Qualifications:

? 6+ years of relevant work experience

? ML, Knowledge of Speech Recognition frameworks such as Wav2vec or Deep Speech or other ASR models.

? Hands-on experience of deep learning (DL) techniques like CNN, RNN, LSTM etc., AWS, GCP.

? Ability to multi-task, organize, and prioritize work

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