TTT - Data Science - Senior

Ernst & Young Advisory Services Sdn Bhd; Bengaluru; On-site; INR 1,800,000 - 2,400,000; Full time

Job summary

Ernst & Young Advisory Services Sdn Bhd is seeking a Senior Tax Technology Transformation data scientist in Bengaluru to develop AI/ML solutions and implement GenAI-enabled tools across tax workflows.

You will own end-to-end model development, collaborate with tax professionals and drive production-ready AI systems, with strong emphasis on efficiency, scalability and stakeholder communication.

Qualifications

• Master’s degree in Statistics/Mathematics or Bachelors/Master’s in Science/Engineering/MCA.
• Hands‑on involvement across design, development, testing and deployment of AI/ML solutions.
• Exposure to cloud platforms such as Azure or AWS is a plus.

Responsibilities

• Apply machine learning techniques to deliver actionable insights.
• Own end-to-end model development in Python, including data exploration, feature engineering, training, validation, and scoring.
• Design and build systems that mine massive datasets for ML models and AI applications.
• Apply standard statistical methods and simulation models as needed.
• Collaborate with business users to translate requirements into AI/ML solutions and present outcomes.
• Mentor team members in ML/AI best practices and stakeholder management.
• Design and implement Generative AI‑enabled solutions such as AI agents and APIs.
• Hands‑on experience in fine tuning LLMs and evaluating model quality, latency and cost.

Skills

Python

Machine Learning

AI

NLP

LLMs

Generative AI

Data Analysis

Model Deployment

Education

MSc/MA Statistics

MSc Mathematics

Bachelors/Master’s in Science/Engineering

MCA

Tools

Azure

AWS

SQL

Job description

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At EY, you’ll have the chance to build a career as unique as you are, with the global scale, support, inclusive culture and technology to become the best version of you. And we’re counting on your unique voice and perspective to help EY become even better, too. Join us and build an exceptional experience for yourself, and a better working world for all.

TAX TECHNOLOGY TRANSFORMATION – Data Science -Senior

EY GDS’s Tax Innovation, Solutions and Technology (IST) group as well as the Tax Tech Transformation (TTT) team’s mission is to develop, implement and integrate technology solutions that better serve our clients and engagement teams. As a member of EY’s core Tax practice, you’ll develop a deep tax technical knowledge and outstanding database, data analytics and programming skills.

Ever-increasing regulations require tax departments to gather, organize and analyse more data than ever before. Often the data necessary to satisfy these ever-increasing and complex regulations must be collected from a variety of systems and departments throughout an organization. Effectively and efficiently handling the variety and volume of data is often extremely challenging and time consuming for a company.

The opportunity

EY's GDS IST and TTT team members work side-by-side with the firm's partners, clients and tax technical subject matter experts to develop and incorporate technology solutions that enhance value-add, improve efficiencies and enable our clients with disruptive and market leading tools supporting Tax.

GDS IST and TTT team works closely with clients and professionals in the following areas: Federal Business Tax Services, Partnership Compliance, Corporate Compliance, Indirect Tax Services, Human Capital, and Internal Tax Services. GDS Tax Technology provides solution architecture, application development, testing and maintenance support to the global TAX service line both on a pro-active basis and in response to specific requests.

EY is currently seeking Senior to join our Tax Technology practice.

Your key responsibilities

• Apply machine learning techniques to deliver actionable insights
• Own end-to-end model development in Python, including data exploration, feature engineering, training, validation, and scoring on structured and unstructured data
• Design and build systems that mine massive datasets and structure/ engineer it to be usable for machine learning models and to apply AI/Machine Learning technology to solve real-world problems
• Apply standard statistical methods, simulation models and statistical programming as needed
• Collaborate closely with business users and analysts to translate requirements into AI/ML solutions and present outcomes clearly
• Manage stakeholders and mentor team members in Machine Learning, AI, and best practices
• Design and implement Generative AI‑enabled solutions such as AI agents, APIs, and intelligent interfaces, integrating with enterprise GenAI platforms (Azure OpenAI / Azure AI Foundry)
• Hands‑on experience in LLM fine tuning and optimization, including parameter efficient tuning techniques and systematic evaluation of model quality, latency, and cost in production environments
• Strong expertise in production grade prompt and GenAI system design, including prompt templating, chaining, RAG pipelines, guardrails, and reliability patterns for scalable enterprise deployments

Skills and attributes for success

• An overall experience of 5 + years of which 3+ years of hands‑on work experience in Machine Learning and Artificial Intelligence
• Strong hands‑on experience with ML/AI techniques including regression, decision trees, random forests, classification, clustering, NLP/NLG, deep learning, neural networks, and ARIMA
• Proven experience delivering end-to‑end ML projects from development to production
• Expert proficiency in Python, with strong programming, algorithmic, and database skills
• Strong understanding of Generative AI and LLM technologies, including prompt engineering and enterprise LLM integration

To qualify for the role, you must have

• Master’s degree in Statistics/Mathematics from a reputed college OR Bachelors / Master’s degree in Science/ Engineering / MCA.
• Hands‑on involvement across the design, development, testing, and deployment of AI/ML solutions

Ideally, you’ll also have

• Exposure to cloud (Azure, AWS) would be good to have.
• Strong verbal and written communication skills.

What we look for

• 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, multi‑disciplinary team of 1400 + professionals, in the only integrated global transaction business worldwide.
• Opportunities to work with EY TAS practices globally with leading businesses across a range of industries

What we offer

EY Global Delivery Services (GDS) is a dynamic and truly global delivery network. We work across six locations – Argentina, China, India, the Philippines, Poland and the UK – and with teams from all EY service lines, geographies and sectors, playing a vital role in the delivery of the EY growth strategy. From accountants to coders to advisory consultants, we offer a wide variety of fulfilling career opportunities that span all business disciplines. In GDS, you will collaborate with EY teams on exciting projects and work with well‑known brands from across the globe. We’ll introduce you to an ever‑expanding ecosystem of people, learning, skills and insights that will stay with you throughout your career.

• Continuous learning: You’ll develop the mindset and skills to navigate whatever comes next.
• Success as defined by you: We’ll provide the tools and flexibility, so you can make a meaningful impact, your way.
• Transformative leadership: We’ll give you the insights, coaching and confidence to be the leader the world needs.
• Diverse and inclusive culture: You’ll be embraced for who you are and empowered to use your voice to help others find theirs.

EY | Building a better working world

EY exists to build a better working world, helping to create long-term value for clients, people and society and build trust in the capital markets.

Enabled by data and technology, diverse EY teams in over 150 countries provide trust through assurance and help clients grow, transform and operate.

Working across assurance, consulting, law, strategy, tax and transactions, EY teams ask better questions to find new answers for the complex issues facing our world today.

EY refers to the global organization, and may refer to one or more, of the member firms of Ernst & Young Global Limited, each of which is a separate legal entity. Ernst & Young Global Limited, a UK company limited by guarantee, does not provide services to clients.

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