Senior Data Scientist Deep Learning / Nlp Bengaluru (India)

Essential Skills Required

Working experience with different AI frameworks

Past experience of working in Entity Detection and Disambiguation, Intent Detection, have implemented and worked in industry to solve these problems.

Working experience of CRFs, BERT/Transformers, Text summarization, Attention models,.

Working experience with one of the language models : GPT-2, BERT, ALBERT

Working knowledge of Question-Answering Framework

Experience of deploying multiple machine learning models on Production Setting using tools such as Tensorflow Serving

Understanding of synthetic generation techniques in NLP

Valuable understanding of Transfer Learning concepts

Experience building production-ready NLP systems

Familiarity with Distributed systems (Docker, Kubernetes, Azure), Working knowledge of Linux OS

Responsibilities

Researching, Designing and developing core Artificial Intelligence (AI) and Machine Learning (ML) algorithms for different areas such as sentence classification, intent and entity recognition, question answering, enterprise knowledge search for specialized domains

Regular interaction with functional domain experts and implementation teams and AI backend team for effective product development, production release and development cycles

Keeping abreast of latest developments in AI such as releases of training libraries/frameworks, Reinforcement learning, knowledge graph and Deep learning. Reading and researching state-of-the-art papers in NLU problems

Working with a unique dataset of large amount of support tickets, and natural / unstructured data sources

Build Deep Learning models in TensorFlow for GPUs and CPUs

Work with Backend Engineers to ship your models to production. .