IN_Manager _AI/ML _D&A_Advisory_PAN India
PwC Asia
- Mumbai Goregaon, Mumbai, Maharashtra, India
- 7+ years
- Master's degree
- Posted
This job is closed: the employer no longer lists it.
Skills
Required
- Generative AI
Preferred
- Machine Learning
- Deep Learning
- NLP
- Classification
- regression
- clustering
- OCR
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 optimize business performance and enhance competitive advantage.
IN_Manager _AI/ML _D&A_Advisory_PAN India
Responsibilities
- Design and deploy AI/ML models for insurance use cases such as:
- o Claims automation
- o Underwriting risk assessment
- o Fraud detection & anomaly detection
- o Policy servicing and customer insights
- o Leakage Analysis
- Build Generative AI solutions for:
- o Automated document processing (policy docs, claims, KYC)
- o Intelligent customer support (chatbots, virtual assistants)
- o Report and summary generation
- Develop Agentic AI systems to:
- o Automate multi-step insurance workflows (e.g., claims lifecycle)
- o Orchestrate decision-making agents interacting with internal tools/APIs
- o Enable autonomous underwriting or claims triaging systems
- Implement RAG pipelines for:
- o Policy document retrieval
- o Regulatory compliance assistance
- o Knowledge-based customer support
- Work with structured and unstructured data:
o Claims records, policy documents, call transcripts, images
- Ensure regulatory compliance (IRDAI guidelines, data privacy, auditability)
- Deploy scalable solutions using cloud and MLOps best practices.
Requirements
- Experience in:
- Generative AI
- 7 to 10 years
Preferred
- Strong background in Machine Learning, Deep Learning, NLP
o Classification, regression, clustering, anomaly detection
- o Computer vision (for claims image assessment – preferred)
- Experience working with insurance companies, TPAs, or InsurTech firms
- Exposure to:
- o OCR tools (for claims/document digitization)
o Knowledge graphs for policy relationships
- Familiarity with regulatory frameworks in India or global BFSI
- Experience in multimodal AI (text + image for claims)
- B.E/B.Tech/MBA/M.E/M.Tech