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1687 Ernst & Young Jobs

New-Digital-Senior

3-5 years

Kolkata

1 vacancy

New-Digital-Senior

Ernst & Young

posted 11d ago

Job Description

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.
This is a core full-time AI developer role, responsible for creating innovative solutions by applying AI based techniques for business problems. As our in-house senior AI engineer, your expertise and skills will be vital in our ability to steer one of our Innovation agenda.
Requirements (including experience, skills, and additional qualifications)
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.
  • Work closely with the Solution Architects in deployment of the AI POC s and scaling up to production level applications.
  • Should have solid background in Python and has deployed on open-source 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 Mistral, 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 self-sufficient 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

Employment Type: Full Time, Permanent

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Ernst & Young, 22, 3rd Floor, Carmac Street Block 'C' Kolkata
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