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Gen AI Lead

Gen AI Lead

Onebyzero

5 - 10 years

16 - 20 Lacs

Bengaluru

Posted:1 day ago| Platform:

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Skills Required

Automation Technical writing Project management Analytical Javascript Application development Troubleshooting Monitoring SQL Python

Work Mode

Work from Office

Job Type

Full Time

Job Description

Job_Description":"

Role Overview: GenAI Lead

Location: Bangalore, India\u200b

The Gen AI Lead drives the end-to-end deployment of Generative AI agents on AWS Cloud, focusing on high-scale, production-ready solutions. This role combines deep technical expertise in AI frameworks, cloud architecture, and application development to deliver scalable GenAI solutions. The architect will work with cross-functional teams to design and implement robust AI systems while mentoring development teams and presenting complex technical concepts to stakeholders.

Key Responsibilities

Agent Development & Deployment

Design and execute end-to-end deployment strategies for Generative AI agents on AWS Cloud infrastructure
Architect high-scale, production-ready AI solutions capable of handling enterprise-level workloads
Implement and optimize various AI frameworks (LangChain, CrewAI, AutoGen, Llamaindex) for specific use cases
Develop sophisticated prompt engineering techniques and fine-tuning strategies for optimal AI performance
High-Scale Architecture & Development

Design and implement scalable, fault-tolerant architectures for AI applications handling millions of requests

Build full-stack applications using modern development practices and cloud-native technologies

Create robust microservices architectures with proper load balancing, auto-scaling, and disaster recovery

Implement event-driven architectures and serverless patterns for optimal performance and cost efficiency

Technical Leadership & Implementation

Develop comprehensive REST APIs for AI agent interactions with proper authentication, rate limiting, and monitoring

Design and optimize database architectures for AI workloads, including vector databases and traditional RDBMS

Implement Infrastructure as Code using Terraform for consistent and repeatable deployments

Create automated CI/CD pipelines for seamless AI model deployment and updates

Communication & Mentoring

Present complex technical concepts and AI solutions to executive stakeholders and technical teams

Lead technical workshops and training sessions on GenAI best practices and implementation strategies

Mentor development teams on AI integration, cloud architecture, and modern development practices

Collaborate with cross-functional teams to align technical solutions with business objectives

Requirements
Qualifications

5+ years of experience in cloud architecture and application development with focus on scalable systems

1+ years of hands-on experience with Generative AI, LLMs, and AI agent frameworks

Expert-level proficiency in both Python and Node.js with demonstrated production experience

Strong understanding of REST API design, implementation, and best practices

Comprehensive knowledge of database concepts including SQL, NoSQL, and vector databases

Beginner to intermediate proficiency in Terraform for infrastructure automation

Excellent communication skills with proven ability to present to technical and non-technical audiences

Experience mentoring development teams and providing technical guidance

Technical Expertise

AI Frameworks: Hands-on experience with LangChain, CrewAI, AutoGen, Llamaindex, and similar frameworks

Prompt Engineering: Advanced understanding of prompt techniques, few-shot learning, and chain-of-thought reasoning

AWS Services: Deep knowledge of AWS services including SageMaker, Bedrock, Lambda, ECS, RDS, and CloudFormation

High-Scale Architecture: Experience designing systems that handle high throughput and concurrent users

Database Systems: Proficiency with PostgreSQL, MongoDB, Redis, and vector databases

Development Tools: Experience with Docker, Kubernetes, Git, and modern development frameworks

Preferred Skills

Domain Knowledge: Experience in Telco or Banking industries is highly valued

AWS Certifications: Machine Learning Specialty certification

Advanced Terraform: Experience with complex infrastructure automation and multi-environment deployments

Security: Understanding of enterprise security patterns and compliance requirements

Performance Optimization: Experience with system performance tuning and cost optimization

Technical Competencies

Programming & Development

Python: Advanced proficiency with AI/ML libraries (transformers, langchain, fastapi, pandas)

Node.js: Expert-level knowledge with Express.js, TypeScript, and modern JavaScript frameworks

API Development: RESTful services, GraphQL, webhook implementations, and API gateway patterns

Database Management: Query optimization, indexing strategies, and database performance tuning

Cloud & Infrastructure

AWS Cloud: Comprehensive understanding of AWS services and best practices

Terraform: Infrastructure as Code implementation and management

Containerization: Docker and Kubernetes for scalable deployments

Monitoring: CloudWatch, Prometheus, and custom monitoring solutions

AI & Machine Learning

GenAI Frameworks: Production implementation of various AI agent frameworks

Performance Optimization: Techniques to optimize the performance of prompt and LLMs

Vector Operations: Embedding generation, similarity search, and vector database optimization

Prompt Engineering: Advanced techniques for optimizing AI responses and behavior

Soft Skills & Leadership

Presentation Skills: Ability to create compelling technical presentations for various audiences

Team Mentoring: Experience guiding junior developers and technical teams

Problem Solving: Strong analytical thinking and troubleshooting capabilities

Communication: Clear technical writing and documentation skills

Project Management: Ability to manage complex technical projects and deliverables

Ability to work in ambiguity

Ability to take ownership

Benefits

What We Offer

An opportunity to be part of an agile, highly proficient and experienced AI/ML team

An opportunity to work on challenging data science and machine learning problems with customers and seeing your work deployed in action

A fast-paced software development environment that uses the latest open-source tools across the development stack

Benefits

\u200b

We provide a competitive salary and benefits package, a vibrant work environment, and numerous opportunities for professional growth. Youll have the opportunity to work with a team of industry experts on exciting projects that transform businesses and create significant value. Join us to revolutionize the way companies leverage technology for digital transformation.

\u200b

OnebyZero is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees.

","

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Gen AI Lead