
Digital
Responsibilities
Qualifications & Requirements
Experience Level: Senior Level
Full Job Description
Join EY's GDS Assurance Digital team in Kolkata as a Staff Digital-Python Developer. You will be instrumental in driving innovation through AI research to develop high-growth, impactful products. This role involves building analytics-enabled solutions, integrating data science with business insights, and collaborating with multi-disciplinary teams to support global clients. As a Senior AI Engineer, your expertise will be crucial in steering our innovation agenda.
Responsibilities
- Translate business challenges into analytical problems and propose solution approaches.
- Clean, aggregate, analyze, and interpret data to extract actionable business insights.
- Manage the end-to-end AI/ML implementation lifecycle: model design, feature planning, testing, production setup, monitoring, and release management.
- Collaborate with Solution Architects on deploying AI Proofs of Concepts (POCs) and scaling them into production applications.
- Develop data extraction techniques for complex documents (PDF, Word) including entity and table extraction.
Key Requirements/Skills & Qualification
- Bachelor's or Master's degree in Data Science, Business Analytics, Statistics, Engineering, Operational Research, or a related field with a strong focus on modern data architectures and processes.
- Solid Python programming skills and experience in deploying open-source models.
- Minimum of 4 years of core data science experience in areas such as:
- Machine Learning (Regression, Classification, Decision Trees, Random Forests, Time series Forecasting, Clustering)
- Large Language Models (LLMs) like OpenAI models (ChatGPT, GPT4), and frameworks like LangChain and Llama Index.
- Open-source LLM frameworks (Mistral, Llama) and fine-tuning on custom datasets.
- Deep Learning (DNN, RNN, LSTM, Encoder-Decoder Models)
- Natural Language Processing (NLP): Text Summarization, Aspect Mining, Question Answering, Text Classification, Named Entity Recognition (NER), Language Translation, Natural Language Generation (NLG), Sentiment Analysis.
- Computer Vision: Image Classification, Object Detection, Tracking.
- SQL/NoSQL Databases and data manipulation.
- API Deployment (Flask/FastAPI/Azure Function Apps), web app creation, Docker, and Kubernetes.
- Excellent communication, presentation, and facilitation skills.
- Proven project management experience and the ability to manage multiple initiatives simultaneously.
- Proactive, organized, self-sufficient, and capable of prioritizing tasks effectively.
- Ability to analyze complex problems and deliver pragmatic solutions.
- Proficiency in gathering and analyzing data from diverse sources.
- A resilient disposition to encourage discipline within team behaviors.
What we look for
- Individuals with commercial acumen, technical expertise, and a strong drive to learn in a dynamic environment.
- The opportunity to join a leading, multi-disciplinary team within EY's integrated global assurance business.
- Exposure to EY GDS Assurance practices globally and work with leading businesses across various industries.
What working at EY offers
EY is dedicated to helping clients, from startups to Fortune 500 companies, tackle diverse challenges. We offer inspiring and meaningful projects, with a strong focus on education, coaching, and practical experience for your personal development. You'll have control over your career progression with an individual development plan, quickly taking on responsible and stimulating assignments. Be part of an interdisciplinary environment that values high quality and knowledge exchange.
Additionally, EY offers:
- Support, coaching, and feedback from engaging colleagues.
- Opportunities to develop new skills and advance your career.
- The freedom and flexibility to manage your role effectively.
EY exists to build a better working world, creating long-term value for clients, people, and society, and reinforcing trust in capital markets. Our diverse teams across more than 150 countries leverage data and technology to provide assurance and help clients grow, transform, and operate.
Company
EY
EY is a global leader in assurance, consulting, law, strategy, tax, and transactions services. We are dedicated to building a better working world by fostering trust in capital markets and creating lo...