KOLKATA · FULLTIME
Digital Manager
Ernst Young
Kolkata · onsite · Posted 5d ago
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Undisclosed10–12 yrsfulltimeKolkata
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Section · 01
About this role
Job Details
- Position Name: EY- Assurance Manager - Digital
- Position Level: Manager
- Employment Type: Permanent
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.
Responsibilities - 10-12 years of experience in Data Science
- 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 POCs 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.
- Excellent academic background, including at a minimum a bachelor or a masters 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.
- 6+ 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, function calling, frameworks like LangChain, Llama Index, agents etc.
- Retriever augmented generation and prompt engineering.
- 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.
- 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.
- 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 firms 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
- A team of people with commercial acumen, technical experience, and enthusiasm to learn new things in this fast-moving environment.
- An opportunity to be a part of market-leading, multidisciplinary team of 7,200+ professionals, in the only integrated global assurance business worldwide.
- Opportunities to work with EY GDS Assurance practices globally with leading businesses across a range of industries.
- 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
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Section · 02
Skills
data extractionDockerFine Tuningai modelsclusteringComputer Visionbusiness insightsclassificationai engineerCore DataAi ResearchAnalyticsCapital MarketsdeploymentBusiness AnalyticsDeep LearningMicrosoft AzureData ScienceArtificial Intelligence
Section · Company
About Ernst & Young
Ernst Young
Management Consulting
44k+
employees
2002
24 years old
Gurgaon / Gurugram, Haryana
India
₹15.3L PA avg
Avg at Ernst & Young
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