Ai Gen - Bengaluru, India - EY

Verified Company

Bengaluru, India

2 weeks ago

Posted by:

Deepika Kaur

beBee Recuiter

Description

What working at EY offers

At EY, we're dedicated to helping our clients, from startups to Fortune 500 companies — and the work we do with them is as varied as they are.

You get to work with inspiring and meaningful projects. Our focus is education and coaching alongside practical experience to ensure your personal development. We value our employees, and you will be able to control your own development with an individual progression plan. You will quickly grow into a responsible role with challenging and stimulating assignments. Moreover, you will be part of an interdisciplinary environment that emphasizes high quality and knowledge exchange.

Plus, we offer:

Support, coaching and feedback from some of the most engaging colleagues around
Opportunities to develop new skills and progress your career
The freedom and flexibility to handle your role in a way that's right for you

About EY

As a global leader in assurance, tax, transaction, and advisory services, we're using the finance products, expertise, and systems we've developed to build a better working world.

That starts with a culture that believes in giving you the training, opportunities, and creative freedom to make things better.

Whenever you join, however long you stay, the exceptional EY experience lasts a lifetime.

And with a commitment to hiring and developing the most passionate people, we'll make our ambition to be the best employer by 2020 a reality.

If you can confidently demonstrate that you meet the criteria above, please contact us as soon as possible.

Join us in building a better working world.

As part of EY GDS Assurance Digital, you will be responsible for implementing innovative ideas through AI research to develop high growth & impactful products.

You will be helping EY's sector and service line professionals by developing analytics enabled solutions, integrating data science activities with business relevant aspects to gain insight from data.

You will work with multi-disciplinary teams across the entire region to support global clients.

Responsiblities

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.
Should have solid background in Python and has deployed on opensource models
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.
4+ 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 like Open AI models like ChatGPT, GPT4, frameworks like LangChain and Llama Index.
Good understanding of open source LLM framework like Falcon, Dolly, Llama etc. and fine tuning on custom datasets.
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.

Additional skills requirements:
Excellent written, oral, presentation and facilitation skills

Ability to coordinate multiple projects and initiatives simultaneously through effective prioritization,

organization, flexibility, and self-discipline.

Must have demonstrated project management experience.
Knowledge of firm's reporting tools and processes.
Proactive, organized, and selfsufficient with ability to priorities and multitask.
Analyses complex or unusual problems and can deliver insightful and pragmatic solutions.
Ability to quickly and easily create/ gather/ analyze data from a variety of sources.
A robust and resilient disposition able to encourage discipline in team behaviors

What we look for

A Team of people with commercial acumen, technical experience, and enthusiasm to learn new things in this fastmoving environment
An opportunity to be a part of marketleading, multidisciplinary team of professionals, in the only integrated global assurance business worldwide.
Opportunities to work with EY GDS Assurance practices globally with leading busines