Data Scientist-VOICE

Job Title: Data Scientist DL and NLP experienced

Department: NPCI Data Analytics

Data Scientist with knowledge of NLP and Voice technologies

Required Degree:

Experience: 3+ years

Responsibilities:

• Hands-on on Voice models for Indian Languages
• Design NLP applications
• Effective usage of annotated dataset(Balanced / Unbalanced) for Supervised Learning methods
• Creation of Text Classification models
• Creation of NER models
• Pre-processing and post-processing of text data
• Use effective text representations to transform natural language into useful features
• Find and implement the right algorithms and tools for NLP tasks
• Perform statistical analysis of results and refine models and also extend ML libraries and frameworks to apply in NLP tasks

Requirements and skills:

• Proven expertise on NLP and Voice technologies(ASR / TTS)
• Understanding of Deep Learning and NLP
• Projects on text classification and NER models
• Knowledge on Transformers
• Understanding of NLP techniques for text representation, semantic extraction techniques, data structures and modeling
• Hands-on experience in Python
• Ability to write robust and testable code in Python
• Experience with machine learning and Deep learning frameworks (like Tensorflow or PyTorch) and libraries (like scikit-learn)