Associate Principal Engineer(AI Architect)
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Monthly Salary:
Posted on:
3 hours ago
Vacancies:
1 Vacancy
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Job Summary
Must have Skills : GenAI Agentic AI Observability
Good To Have Skills : Retail & CPG - General Experience Prompt Engineering
Job Description
Job Title: GenAI / Agentic AI Architect
Retail & CPG (GCP)
Experience: 911 Years
About the Role
We are seeking a seasoned GenAI / Agentic AI Architect with deep expertise in Retail & CPG domain to design and deliver intelligent scalable AI solutions.
You will play a critical role in transforming business processes such as customer personalization demand forecasting supply chain optimization and digital commerce using Generative AI and Agentic systems on GCP.
Key Responsibilities
Architect and implement GenAI-powered solutions tailored to Retail & CPG use cases:
o Personalized recommendations & customer 360
o Intelligent product discovery & search
o Marketing content generation (campaigns product descriptions)
o Demand forecasting & inventory optimization
o Conversational AI for customer support and sales
Design and deploy Agentic AI systems:
o Autonomous agents for campaign management pricing optimization and supply chain decisions
o Multi-agent orchestration for end-to-end retail workflows
Build RAG-based architectures leveraging structured & unstructured enterprise data
Design scalable solutions using vector databases for semantic search and personalization
Develop advanced prompt engineering frameworks:
o Prompt templates chaining evaluation and optimization
o Hallucination control and response grounding
Leverage Google Cloud Platform (GCP) services:
o Vertex AI (LLMs pipelines model deployment)
o BigQuery (analytics & customer insights)
o Cloud Run / GKE (scalable microservices)
o Dataflow / Pub-Sub (real-time data pipelines)
Establish observability for AI systems:
o Model performance monitoring
o Prompt/response tracking
o Drift detection and feedback loops
o Business KPI alignment (conversion basket size churn reduction)
Ensure Responsible AI practices:
o Bias mitigation explainability data privacy (GDPR/CCPA awareness)
o Secure AI deployments
Collaborate with business stakeholders (merchandising marketing supply chain) to translate requirements into AI solutions
Mentor teams and drive adoption of LLMOps / MLOps best practices
Must-Have Skills
911 years of experience with strong exposure to Retail / CPG domain
Hands-on experience in Generative AI & LLM ecosystems (OpenAI Gemini open-source models like LLaMA)
Proven experience in Agentic AI frameworks (LangChain LangGraph CrewAI AutoGen etc.)
Expertise in Prompt Engineering & evaluation frameworks
Experience with Vector Databases (Pinecone Weaviate FAISS Milvus)
Strong experience in GCP (Vertex AI BigQuery GCS Pub/Sub etc.)
Experience building RAG pipelines and personalization engines
Strong programming skills in Python
Experience in Observability tools (OpenTelemetry Grafana Prometheus)
Solid understanding of customer data platforms retail analytics and omnichannel ecosystems
Good-to-Have Skills
Experience with pricing & promotion analytics
Knowledge of supply chain & demand planning systems
Exposure to eCommerce platforms (Shopify Magento SAP Commerce etc.)
Experience in real-time recommendation systems
Familiarity with knowledge graphs and hybrid search architectures
Experience with Kubernetes / microservices architecture
Key Use Cases You Will Drive
AI-powered customer personalization & recommendation engines
Smart merchandising assistants for category managers
AI agents for marketing automation & campaign optimization
Demand forecasting & inventory planning using GenAI ML hybrid models
Conversational AI for customer engagement & post-purchase support
What Were Looking For
Strong domain-led solutioning mindset
Ability to connect business KPIs with AI outcomes
Excellent stakeholder communication & consulting skills
Passion for building production-grade scalable AI systems
Why Join Us
Work on cutting-edge AI transformation programs in Retail & CPG
Opportunity to build agentic autonomous enterprise systems
High-impact role with end-to-end ownership
Collaborative innovation-driven culture with continuous learning
Remote Work :
No
Employment Type :
Full-time
Key Skills
- Kubernetes
- S3
- Google Cloud Platform
- Cassandra
- System Architecture
- Redshift
- AWS
- Cloud Architecture
- NoSQL
- UML
- Kafka
- Distributed Systems
About Company
Nagarro helps future-proof your business through a forward-thinking, fluidic, and CARING mindset. We excel at digital engineering and help our clients become human-centric, digital-first organizations, augmenting their ability to be responsive, efficient, intimate, creative, and susta ... View more
