Data Science - Bengaluru, India - EY

Verified Company

Bengaluru, India

3 weeks ago

Posted by:

Deepika Kaur

beBee Recuiter

Description

At EY, you'll have the chance to build a career as unique as you are, with the global scale, support, inclusive culture and technology to become the best version of you.

And we're counting on your unique voice and perspective to help EY become even better, too. Join us and build an exceptional experience for yourself, and a better working world for all.

Responsibilities

Convert business problem into analytical problem and devise a solution approach.
Clean, aggregate, analyze and interpret the data to derive business insights from it.
Own the AI/ML implementation process: Model Design, Feature Planning, Testing, Production Setup, Monitoring, and release management.
Develop production grade AI/ML models in areas like Optimization, NLU/NLP, Computer Vision (Image/Video) and Speech Analytics.
Should have solid background in Python and has deployed on opensource modelsTensorFlow/Pytorch/Transformer based models (BERT, BART, Sentence Transformers etc.)
Work on data extraction techniques from complex PDF/Word Doc/Forms

- entities extraction, table extraction, information comparison.

Key Requirements/Skills & Qualification:

Excellent academic background, including at a minimum a bachelor or a master's degree in data science, Business Analytics, Statistics, Engineering, Operational Research, or other related field with strong focus on modern data architectures, processes, and environments.
Solid background in Python with excellent coding skills.
5+ years of core data science experience in one or more below areas:
Machine Learning (Regression, Classification, Decision Trees, Random Forests, Timeseries Forecasting and Clustering)

-
Understanding and usage of Large Language Models.

Deep Learning (DNN, RNN, LSTM, Encoder-Decoder Models)
Natural Language Processing
Text Summarization, Aspect Mining, Question Answering, Text Classification, NER, Language Translation, NLG, Sentiment Analysis, Sentence
Computer Vision
Image Classification, Object Detection, Tracking etc.
SQL/NoSQL Databases and its manipulation components
Working knowledge of API Deployment (Flask/FastAPI/Azure Function Apps) and webapps creation, Docker, Kubernetes.

EY | Building a better working world

EY exists to build a better working world, helping to create long-term value for clients, people and society and build trust in the capital markets.

Enabled by data and technology, diverse EY teams in over 150 countries provide trust through assurance and help clients grow, transform and operate.

Working across assurance, consulting, law, strategy, tax and transactions, EY teams ask better questions to find new answers for the complex issues facing our world today.