We are looking for a specialist in Machine Learning/Deep Learning for our customer – a North American company operating in the development of VoIP products.
Responsibilities
The specialist will be responsiblefor speech recognition and text analytics activities at all stages, frominitial consultations with product owners to define business requirements tosolution implementation.
The responsibilities includeanalyzing and improving the quality of recordings in real-time and offlineusing ML algorithms.
Design advanced machine learningmodels for offline and streaming speech recognition and text analysis.
Optimization the performance ofexisting solutions and create working prototypes for various speech analysisand language processing tasks.
To stay up-to-date with recentdevelopments and modern approaches in the field of speech and text processing.
Collaboration with the projectmanager and product lead to meet business requirements.
Contribution to the professionaldevelopment of the team.
Requirements
Knowledge and experience in thefollowing technology stack: Python, ML&DL, NLP, ASR, Speech synthesis,NumPy, PyTorch/TensorFlow, Nemo, HuggingFace, ONNX/TensorRT.
Experience working with modernspeech processing libraries.
Experienceconverting/optimizing/accelerating models using TensorRT and similar toolswould be a serious advantage.
Participation in ML competitions( Kaggle, etc.) would be a plus.