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AI Architect – Discovery Phase Lead

8 years

30 - 35 Lacs

Posted:4 days ago| Platform: Linkedin logo

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Work Mode

Remote

Job Type

Contractual

Job Description

Job Title:

AI Architect – Discovery Phase Lead

Experience:

8+ Years

Location:

Remote

Employment Type:

Contract

Domain:

Financial Services / Enterprise AI

Position Overview

We are looking for a visionary

AI Architect

to lead the

discovery and technical planning phase

of a high-scale, next-generation AI platform designed for the financial services sector. This role involves deep engagement with stakeholders, crafting a modular, future-proof AI architecture, and translating regulatory-driven business requirements into an actionable roadmap. You will play a critical role in validating technical feasibility, cost efficiency, and long-term scalability for a platform aimed at 100K+ users.

Key Responsibilities

🔍

Discovery Phase Leadership

  • Engage directly with clients and stakeholders to identify use cases across semantic search, document processing, predictive analytics, and agentic workflows.
  • Translate business and regulatory requirements (e.g., 100% accuracy for financial compliance) into detailed technical specifications.
  • Design modular, vendor-neutral architecture aligned with long-term strategic flexibility.
  • Conduct cost-benefit analysis and provide clear ROI justifications against alternatives like Salesforce.
🏗️

Technical Architecture Design

  • Architect a hybrid AI stack using DSPy, LangGraph, PromptFlow, and Azure AI Services.
  • Ensure scalability and cost-efficiency for 100K+ user base, while mitigating vendor lock-in.
  • Evaluate and recommend AI frameworks, ensuring seamless integration with existing enterprise ecosystems.
  • Lead prototype development and technical feasibility studies to de-risk downstream builds.
📈

Strategic Planning and Roadmapping

  • Deliver a phased implementation roadmap from pilot to full production.
  • Propose a future evolution plan to prevent costly reengineering.
  • Define integration points for CRM, data lakes, compliance systems, and other internal platforms.
  • Collaborate with enterprise architects and DevOps to ensure system readiness.

Technical Skills & Required Expertise

🧠

AI/ML Technologies

  • Strong expertise in DSPy (prompt optimization, few-shot learning)
  • Hands-on with LangGraph (multi-agent orchestration)
  • Proficiency in Azure AI & PromptFlow
  • Deep understanding of RAG architectures and semantic search systems
☁️

Cloud & Infrastructure

  • Hands-on experience in Azure Cognitive Services, AI Foundry, and Microservices
  • Strong knowledge of REST APIs, cloud cost optimization, and monitoring
  • Experience designing for enterprise scale (50K+ to 100K+ users)

🧾 Domain Knowledge (Preferred)

  • Familiarity with financial services regulations, audit trails, and compliance architecture
  • Experience in parsing legal documents (e.g., LPAs, fund documents)
  • Understanding of investment modeling and sentiment analytics

Required Experience

  • 8+ years in AI/ML architecture roles, with enterprise-scale system delivery
  • Proven experience leading discovery phases, building roadmaps, and creating technical artifacts
  • Prior experience designing hybrid AI platforms with open frameworks (e.g., DSPy, LangChain, LangGraph, PromptFlow)
  • Hands-on experience developing proof-of-concepts and prototypes

Soft Skills & Leadership Attributes

  • Ability to present technical strategy to C-level stakeholders
  • Expert in requirement gathering, solution mapping, and stakeholder management
  • Strong technical writing skills and documentation ownership
  • Confident in client interactions, including mock discovery and technical assessments

Preferred Qualifications

  • MS/PhD in Computer Science, AI/ML, or related field
  • Publications or patents in enterprise AI architecture
  • Speaker at AI industry conferences
  • Contributions to open-source AI tooling
Skills: azure ai services,analytics,enterprise,ai/ml technologies,compliance,cloud,architecture,financial services,azure,promptflow,azure cognitive services,ml,dspy,ai foundry,rest apis,langgraph,microservices

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