IN_Senior Associate_Gen AI_D&A_Advisory_Kolkata

PwC is hiring an IN_Senior Associate_Gen AI_D&A_Advisory_Kolkata. Level rates it ; you can apply on Level.

AI in this role

openaiclaudeanthropicllamalangchainbedrockazure-openaipineconepytorchtensorflowsagemaker

prompt-engineeringragfine-tuningml-opsai-evaluationai-safety

Line of Service

Advisory

Industry/Sector

Not Applicable

Specialism

Data, Analytics & AI

Management Level

Senior Associate

Job Description & Summary

At PwC, our people in data and analytics focus on leveraging data to drive insights and make informed business decisions. They utilise advanced analytics techniques to help clients optimise their operations and achieve their strategic goals.

In business intelligence at PwC, you will focus on leveraging data and analytics to provide strategic insights and drive informed decision-making for clients. You will develop and implement innovative solutions to optimise business performance and enhance competitive advantage.

*Why PWC

At PwC, you will be part of a vibrant community of solvers that leads with trust and creates distinctive outcomes for our clients and communities. This purpose-led and values-driven work, powered by technology in an environment that drives innovation, will enable you to make a tangible impact in the real world. We reward your contributions, support your wellbeing, and offer inclusive benefits, flexibility programmes and mentorship that will help you thrive in work and life. Together, we grow, learn, care, collaborate, and create a future of infinite experiences for each other. Learn more about us.

At PwC, we believe in providing equal employment opportunities, without any discrimination on the grounds of gender, ethnic background, age, disability, marital status, sexual orientation, pregnancy, gender identity or expression, religion or other beliefs, perceived differences and status protected by law. We strive to create an environment where each one of our people can bring their true selves and contribute to their personal growth and the firm’s growth. To enable this, we have zero tolerance for any discrimination and harassment based on the above considerations. "

Job Description & Summary: A career within….

Responsibilities:

• Strong understanding of Generative AI concepts including Large Language Models (LLMs), prompt engineering, fine-tuning, and model evaluation.

• Proficiency in Python/PySpark for AI development, data preprocessing, and scripting.

• Hands-on experience in designing and implementing GenAI applications such as chatbots, document summarization tools, code assistants, or knowledge search solutions.

• Deep understanding of embedding generation, vector databases (e.g., Amazon OpenSearch, Pinecone, FAISS), and retrieval-augmented generation (RAG) pipelines.

• Proficiency in Python and frameworks such as LangChain, Transformers, and PyTorch/TensorFlow.

• Experience with LLM APIs (e.g., OpenAI, Anthropic, Claude, Llama, etc.) and vector databases (e.g., OpenSearch, Pinecone, FAISS).

• Ability to design and deploy scalable AI pipelines leveraging cloud platforms — preferably AWS, but Azure experience is also acceptable.

• Understanding of data security, access control, and cost optimization in a cloud environment.

• Strong knowledge of API development, microservices, and integration of GenAI systems into enterprise applications.

• Strong understanding and hands-on experience with AWS AI and ML services, including Bedrock, SageMaker, Lambda, Step Functions, API Gateway, and CloudWatch.

• Familiarity with cloud-native AI services such as AWS Bedrock, SageMaker, or Azure OpenAI.

Mandatory skill sets:

GEN AI, Python/Pyspark

Preferred skill sets:

• Proficiency in developing and integrating RESTful APIs

• Understanding of version control systems, such as Git.

• Experience in MLOps/DevOps practices for model deployment and monitoring.

• Exposure to containerization (Docker, Kubernetes) for AI workloads.

• Knowledge of AI governance, ethical AI, and responsible AI frameworks.

• Strong analytical and problem-solving abilities, with a focus on performance optimization.

• Experience working in Agile delivery environments and collaborating with cross-functional teams.

• Experience integrating GenAI systems with business intelligence or automation solutions (e.g., chatbots, document summarization, code generation).

• Proven experience in designing and implementing Extract, Transform, Load (ETL) processes

• Knowledge of data governance, ethical AI principles, and responsible AI practices.

• Knowledge in AWS or Azure Data Engineering services

Years of experience required:

4 – 7 yrs

Education qualification:

MBA/MCA/Btech

Education (if blank, degree and/or field of study not specified)

Degrees/Field of Study required: Master of Business Administration, Bachelor of Engineering

Degrees/Field of Study preferred:

Certifications (if blank, certifications not specified)

Required Skills

Generative AI

Optional Skills

Accepting Feedback, Accepting Feedback, Active Listening, AI Fluency, AI-Human Collaboration, Analytical Thinking, Applied Macroeconomics, Business Case Development, Business Data Analytics, Business Intelligence and Reporting Tools (BIRT), Business Intelligence Development Studio, Communication, Competitive Advantage, Continuous Process Improvement, Creativity, Data Analysis and Interpretation, Data Architecture, Database Management System (DBMS), Data Collection, Data Pipeline, Data Quality, Data Science, Data Visualization, Digital Tooling, Embracing Change {+ 27 more}

Desired Languages (If blank, desired languages not specified)

Travel Requirements

Not Specified

Available for Work Visa Sponsorship?

Government Clearance Required?

Job Posting End Date

October 28, 2026

How we rate this

IN_Senior Associate_Gen AI_D&A_Advisory_Kolkata at PwC rates 90 out of 100 for how much of the daily work is AI. That makes it Builds AI (AI Level 4 of 4). The level is about AI in the job, not seniority.

Classification

Builds AI. The job is building AI systems.

●●●● Builds AI80 to 100
●●●○ Works on AI60 to 79
●●○○ Uses AI40 to 59
●○○○ Little AI0 to 39

Levels come from how often the tools, models and workflows of the role are named in the posting itself. Open the description and count.

Key facts

IN_Senior Associate_Gen AI_D&A_Advisory_Kolkata is an open job at PwC.
Level rates this role AI Level 4 of 4: Builds AI.
The role is based in Kolkata DN 57.
The job was posted on October 14, 2026.
Applications are handled by PwC. Apply on PwC

Prepare for this job

Built from this posting and from similar jobs on Level.

Skills and AI tools this role asks for

Prompt engineeringRAGFine-tuningML OpsAI EvaluationAI SafetyOpenAIClaude

Questions you could be asked

How do you structure and test a prompt to get consistent output from a language model?
How would you design a retrieval step so the model answers from real data instead of guessing?
Walk me through fine-tuning a model: what data did you use, and how did you check the result?
How do you monitor a model once it's live, and how do you know it needs retraining?
How do you decide that one model's output is better than another's for a given task?

Adapt your resume

List these exact terms on your resume: Prompt engineering, RAG, Fine-tuning, ML Ops, and AI Evaluation. An applicant tracking system matches the wording, not the idea.
Attach one line of real, concrete experience to at least one of them. A tool named with nothing behind it rarely survives a human read.
Lead with what you built, trained or shipped. This role is judged on the AI system itself, not the tools around it.

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