PHI - Principal Engineer – Agentic AI Insurance Core

Reposted 10 Days Ago
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Mumbai, Maharashtra, IND
In-Office
Senior level
Financial Services
The Role
Lead design and delivery of a GCP-native, agentic AI insurance core replacing SaaS systems across product, pricing, quoting, underwriting, and policy accounting. Build multi-agent pipelines, RAG/LLM solutions, and secure, auditable architectures handling PHI/SPDI while integrating national healthcare exchanges.
Summary Generated by Built In

Prudential’s purpose is to be partners for every life and protectors for every future. Our purpose encourages everything we do by creating a culture in which diversity is celebrated and inclusion assured, for our people, customers, and partners. We provide a platform for our people to do their best work and make an impact to the business, and we support our people’s career ambitions. We pledge to make Prudential a place where you can Connect, Grow, and Succeed.


Prudential (UK) in partnership with the HCL group plans to set-up a standalone Indian health insurance company to address the growing healthcare needs of the Indian consumer.


This joint venture will combine Prudential's global expertise in insurance and financial services with HCL Group’s experience in technology and healthcare solutions.


Prudential, with its longstanding presence in India, already operates two leading businesses in life insurance and asset management with the ICICI Group. Prudential was also the proud sponsor of the 1983 Cricket World Cup, India’s first World Cup Victory!


Prudential Health India is a Zero to One team undertaking a no-legacy, greenfield health insurance deployment in India, building journeys that truly empathize with the customer and offer a differentiated experience.

 

To partner with us in this mission, we are looking for a talented Principal Engineer – Agentic AI Insurance Core to join our Technology in Mumbai.

Job Title: Principal Engineer – Agentic AI Insurance Core

Location: India (Remote / Location-Agnostic)
Travel: ~1 week per month to Mumbai HQ
Reporting to: CTIO or Enterprise Architect

1. Mission: Achieve Total Technology Sovereignty

Lead the engineering of a fully proprietary, Agentic AI-powered insurance core that eliminates dependency on third‑party SaaS systems. You will drive a multi-phase “SaaS‑replacement roadmap” built on Vertex AI, Gemini 1.5 Pro, BigQuery ML, GKE, and Apigee.

Phase 1 — AI Product & Pricing Engine (Current Priority)

  • Build the Agentic Product Engine to configure complex health insurance products and dynamic pricing logic.

  • Replace rigid SaaS rating engines by architecting an Agentic Quotation System capable of multi-variant, real‑time quoting.

Phase 2 — Agentic Sales & Proposal Stack

  • Develop the Agentic Proposal System for automated data capture, form understanding, and intent recognition—replacing traditional CRM modules.

  • Engineer the Agentic Underwriting Engine using LLMs and Document AI to automate medical and financial scrutiny, replacing SaaS underwriting workbenches.

Phase 3 — Financial Core (Policy, Accounting, Compliance)

  • Build the Agentic Policy Issuance & Premium Accounting Core for real-time ledgering, GST compliance, receivables, and policy document generation.

  • Deliver native integrations with:

    • National Health Claims Exchange (NHCX)

    • Bima Sugam
      —without relying on middleware vendors.

2. Technical Requirements (GCP‑First, AI‑Native)

Agentic Orchestration (Core Skill)

  • Expert-level capability in Vertex AI Agent Builder, LangGraph, or CrewAI.

  • Ability to design multi-agent pipelines across pricing → underwriting → issuance with safe, deterministic execution.

Generative AI Expertise

  • Mastery of RAG (Retrieval-Augmented Generation) pipelines.

  • Experience fine-tuning Gemini models for:

    • Clinical document parsing

    • Regulatory adherence (IRDAI)

    • Complex reasoning in medical & financial decisioning

“SaaS‑Killer Stack” (Backend + Platform)

  • Deep experience with:

    • GKE (high-scale microservices)

    • BigQuery ML (risk scoring, FWA models)

    • Apigee for hospital network APIs via HL7 FHIR

  • Ability to design systems where AI agents safely trigger financial operations (SPDI-sensitive).

Infrastructure & Data Standards

  • Experience with secure architectures handling PHI/SPDI.

  • Comfort building for high auditability and traceability.

3. Domain & Regulatory Expertise

  • Understanding of the Indian Health Insurance ecosystem and ABDM protocols.

  • Familiarity with medical coding frameworks: ICD‑10 / ICD‑11.

  • Experience migrating off SaaS platforms such as Salesforce, Duck Creek, Guidewire, or equivalent.

4. Why This Role?

Full IP Ownership

Every system you build directly replaces a SaaS license—increasing valuation, autonomy, and long-term defensibility.

Cloud-Agnostic Talent, GCP-Native Execution

Flexible work location, but leveraging the full capabilities of Google Cloud’s AI-first ecosystem.

Strategic, High-Impact Engineering

You will design and own the “Nervous System” of the company while working closely with the CTIO, architecture, and business leadership.

Candidate Profile

The ideal candidate is a Builder who views SaaS as technical debt and believes in first‑principles engineering.

You should have:

  • 8+ years of high-scale backend engineering experience.

  • 2+ years building or deploying production-grade AI agents.

  • The mindset and discipline to operate in a Day‑1, high-intensity, IP‑first environment.

  • A bias toward creating proprietary systems over stitching SaaS components.


 

Prudential is an equal opportunity employer. We provide equality of opportunity of benefits for all who apply and who perform work for our organisation irrespective of sex, race, age, ethnic origin, educational, social and cultural background, marital status, pregnancy and maternity, religion or belief, disability or part-time / fixed-term work, or any other status protected by applicable law. We encourage the same standards from our recruitment and third-party suppliers taking into account the context of grade, job and location. We also allow for reasonable adjustments to support people with individual physical or mental health requirements.

Skills Required

  • 8+ years of high-scale backend engineering experience
  • 2+ years building or deploying production-grade AI agents
  • Expert-level capability in Vertex AI Agent Builder, LangGraph, or CrewAI
  • Mastery of RAG (Retrieval-Augmented Generation) pipelines
  • Experience fine-tuning Gemini models for clinical document parsing, regulatory adherence, and complex reasoning
  • Deep experience with GKE (Kubernetes), BigQuery ML, and Apigee
  • Ability to design multi-agent pipelines with safe, deterministic execution
  • Ability to design systems where AI agents safely trigger financial operations (SPDI-sensitive)
  • Experience with secure architectures handling PHI/SPDI and building for high auditability/traceability
  • Understanding of Indian health insurance ecosystem and ABDM protocols
  • Familiarity with medical coding frameworks ICD-10 and ICD-11
  • Experience migrating off SaaS platforms such as Salesforce, Duck Creek, or Guidewire
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The Company
HQ: London
52,292 Employees

What We Do

In Asia and Africa, Prudential has been providing familiar, trusted financial security to people for 100 years. Today, headquartered in Hong Kong and London, we are ranked top three in 12 Asian markets with 18 million customers, around 68,000 average monthly active agents and access to over 27,000 bank branches in the region. Prudential is focused on opportunities in the most exciting growth markets in Asia and Africa. With access to over 4 billion people in both these regions, we are investing in broadening our presence and building our leadership in the life and asset management markets. We are committed to making a positive impact on our customers, our employees and our communities by delivering the best savings, health and protection solutions to people so they can get the most out of life. Visit our websites for more information Prudential plc: https://www.prudentialplc.com/ Prudence Foundation: https://www.prudentialplc.com/en/prudence-foundation

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