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New-Digital-Senior
Ernst & Young
posted 2d ago
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Job Description
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)
- 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 Bangalore / Bengaluru Office Locations
Bangalore Office
Ernst & Young, 3rd Floor, Tower C, RMZ Infinity Municipal No. 3, Survey No 1477/2 & 10, Old Madras Road, Benniganahalli, K.R. Puram
Bangalore
Karnataka 560016
Karnataka 560016
Bengaluru Office
Ernst & Young
Tower C, 3rd Floor, RMZ Infinity
Municipal No. 3, Old Madras Road
Survey No 1477/2 & 10
Benniganahalli, K.R. Puram
560016 Bengaluru
Ernst & Young
UB City, Canberra Block
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No. 24, Vittal Mallya Road
Bengaluru
Bengaluru
560001
560001
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