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Ernst & Young

Global professional services: audit, tax, consulting

EYP-Dna-Manager

Natural Language Processing & LLMsUpdated on Nov 14
Full-timeBengaluru, Karnataka, IndiaNo salary listed

About the Job

Requirements

  • Experience guiding teams on projects focused on artificial intelligence and data science, and communicating results to clients.
  • Familiarity with implementing solutions in the Azure cloud framework.
  • 9–14 years of relevant work experience developing and implementing artificial intelligence and machine learning models.
  • At least 4 years of experience working with natural language generation, large language models, and deep learning techniques.
  • Experience applying statistical techniques such as linear and nonlinear regression, classification, optimization, forecasting, and text analytics.
  • Familiarity with deep learning and machine learning algorithms and popular artificial intelligence and machine learning frameworks.
  • Relevant understanding of deep learning and neural network techniques.
  • Expertise implementing applications using open-source and proprietary large language models.
  • Proficiency with LangChain-type orchestrators or similar generative artificial intelligence workflow management tools.
  • 5–8 years of Python programming experience.
  • Experience with the software development life cycle and product development principles.
  • Willingness to mentor team members.
  • Ability to manage multiple priorities and drive projects to completion with minimal supervision.
  • Intercultural experience working in more than one country and/or with multicultural teams and distributed delivery.
  • Excellent presentation skills and written and verbal communication skills.

Responsibilities

  • Develop, review, and implement solutions using artificial intelligence, machine learning, and deep learning, and develop application programming interfaces using Python.
  • Lead the development and implementation of generative artificial intelligence applications using open-source models such as Llama, BERT, and Dolly, and closed-source large language models and services such as OpenAI GPT models, Microsoft Azure Cognitive Services, Google PaLM, and Cohere.
  • Work extensively with models such as GPT-3.5, GPT-4, Llama, and BERT for natural language processing and contextual creative content generation.
  • Design and optimize solutions using vector databases to store and retrieve contextual data for large language models.
  • Understand business sectors and identify opportunities for analytics applications.
  • Manage large- to mid-size projects and ensure smooth service delivery on assigned products, engagements, and geographies.
  • Work with project managers to assess resource needs and gaps and devise alternatives.
  • Provide expert reviews for projects within the assigned subject area.
  • Communicate with cross-functional and cross-competency teams.
  • Manage go-to-market activities and stakeholders.
  • Travel extensively and work at client sites or practice office locations.

Desired Qualifications

  • Deployment experience in Azure.
  • Ability to think strategically and end-to-end with a results-oriented mindset.
  • Ability to build rapport within the firm and earn clients’ trust.

About the Company

Ernst & Young

Global professional services: audit, tax, consulting

EY provides professional services across Assurance, Tax, Consulting, and Strategy & Transactions through member firms coordinated by EY Global. It serves clients in about 150 countries with cross-disciplinary teams delivering audits, tax planning, technology, risk management, and M&A and strategy advisory. Its global, integrated platform and large network differentiate it by offering coordinated services across disciplines. The goal is to help clients meet regulatory requirements, improve governance and performance, and create value.

Company size
1,001-5,000
Company stage
Not listed
Total funding
Not listed
Headquarters
Boston, MA
Founded
1991

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