Knowledge of working with event based / streaming technologies to ingest and process data
Role-2: Data Scientist (NLP and Conversational AI)
Responsibilities:
Design and develop multiple domain specific NLP driven applications like Conversational Bots, document searching and summarization, sentiment and emotion classification, search and intent query understanding, etc.
Conceptualize and implement relevant ML algorithms, solutions and tools for NLP tasks
Identify appropriate datasets for language learning
Build optimized NLP pipelines
Use effective text representations to transform natural language into useful features
Train the developed model and run evaluation experiments
Perform statistical analysis of results and refine models
Constantly keep up to date within the field of machine learning
Maintain NLP libraries and frameworks
Implement changes as needed and analyze bugs
Requirements:
3-5 years of hands on experience in developing multiple NLP projects, especially in conversational chatbot, document search and summary, sentiment and emotion classification, etc. in production environment
Deep knowledge of machine learning frameworks and libraries and executing the same using Python programming language
Exposure in reinforcement learning, knowledge graph and Deep learning.
Strong knowledge in data pre-processing using Syntactic & Semantic Parsing-POS Tagging, Dependency parsing, etc.
Experience with Word/Sentence embedding BERT/GPT/ELMO
Knowledge in MS Bot framework would be an added advantage
Role 3-: Computer Vision Engineer
Responsibilities:
Build computer vision applications and quick prototype for demonstration
Develop Image classification and segmentation models using deep learning
Research and develop computer vision algorithms for different business applications
Define systems architecture for computer vision solutions including data flow, task partition, interface and systems interoperation
Define a methodology for performance and power analysis and develop innovative technologies to reduce memory bandwidth, processing latency, power consumption
Requirements:
3+ years of experience in building computer vision applications
