Gen AI - Lead @ Iris Software

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Gen AI - Lead

Iris Software
4 - 8 years
Noida, Gurugram
22 hours ago
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Job Description

Key Responsibilities
1. Architecture, Design Technical Leadership
a. Lead end-to-end design and development of GenAI-powered applications.
b. Ability to understand and translate customer requirement into scalable AI architectures and meaningful design leveraging cloud services
c. Drive adoption of LLM orchestration frameworks (LangChain 1.0, LangGraph, OpenAI tools, custom agents).
d. Keep pace with technological evolution in Gen AI space, explore and set up PoC for better solutions
2. Generative AI Development
a. Build RAG pipelines using vector databases, embeddings, and document indexing.
b. Design and implement Agentic workflows
c. Implement vector search using PGVector, FAISS etc.
d. Create embedding pipelines, chunking strategies, metadata tagging, and retrieval optimizations.
e. MCP
3. Python Cloud
a. Build backend services, API layers, and model-serving components in Python (Flask).
b. Understanding of AWS services such as ECS, API Gateway, S3, Bedrock, CloudWatch, SageMaker.
c. Performance and Security as first principles
4. Collaboration
a. Lead a small team of engineers, conduct code reviews and design reviews.
b. Work with cross-functional teams Product, Architecture, Security, Data Engineering.
c. Ensure best practices in coding, testing, observability, and DevOps.

Required Skills
Strong proficiency in Python (Flask, REST, async programming).
Deep hands-on experience with Generative AI and LLM-based applications.
Expertise in RAG development, embeddings, vector databases.
Experience with Agent frameworks (LangChain 1.0, LangGraph, ReAct, OpenAI Assistants, or custom agents).
Strong understanding of AWS Cloud architecture.
Experience with API development, microservices, and event-driven systems.
Familiarity with CI/CD pipelines, Docker, GitLab/GitHub Actions.

Mandatory Competencies

Data Science and Machine Learning - Data Science and Machine Learning - Python

Beh - Communication

Cloud - AWS - ECS

Data Science and Machine Learning - Data Science and Machine Learning - Gen AI

Programming Language - Python - Flask

Development Tools and Management - Development Tools and Management - CI/CD

Cloud - GCP - Apigee API Management, API Gateway

DevOps/Configuration Mgmt - DevOps/Configuration Mgmt - GitLab,Github, Bitbucket

Job Classification

Industry: IT Services & Consulting
Functional Area / Department: Engineering - Software & QA
Role Category: Software Development
Role: Technical Lead
Employement Type: Full time

Contact Details:

Company: Iris Software
Location(s): Noida, Gurugram

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Keyskills: ai s3 rest python github api development api gateway react llm bitbucket machine learning data engineering microservices docker data science cloud architecture gcp devops gitlab flask aws programming architecture

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