Cloud AI Engineer
Summary
Designs and builds production-grade AI/GenAI applications across AWS and Azure using Python and serverless, event-driven architectures (Lambda/Azure Functions), including RAG, LLM agents, and APIs, plus CI/CD, IaC, MLOps, observability, and cloud security. Role is based in Bengaluru for engineers with 6-8 years of experience.
Mandatory Skills
Artificial Intelligence,AWS,Microsoft Azure
Skill to Evaluate
Artificial Intelligence,AWS,Microsoft Azure
Experience
6 to 8 Years
Location
Bengaluru
Job Description
- 6-8 years of overall experience in software engineering, cloud engineering, AI/ML engineering, or related areas.
- Strong production experience with both AWS and Azure.
- Strong hands-on serverless development and architecture experience.
- Experience delivering production-grade AI/GenAI applications.
- Experience designing event-driven and distributed cloud architectures.
- Strong troubleshooting, system-design, and technical leadership capabilities.
- AI & Generative AI
- Amazon Bedrock and/or Azure OpenAI.
- Azure AI Foundry and Azure AI Search.
- Amazon SageMaker and/or Azure Machine Learning.
- LLMs, embeddings, vector search, RAG, prompt engineering, and AI agents.
- Integration of LLM applications with Lambda/Azure Functions.
- Serverless RAG and event-driven GenAI workflows.
- LLM evaluation, observability, guardrails, and responsible AI.
- Programming & Development
- Strong Python programming skills.
- Experience developing REST APIs using FastAPI, Flask, or equivalent.
- Strong knowledge of JSON, REST, authentication, OAuth/OIDC, and API integration.
- Experience with asynchronous programming and distributed systems.
- Strong understanding of software engineering principles, design patterns, and clean code.
- Cloud, DevOps & MLOps
- Strong hands-on experience with AWS and Azure.
- Docker and Kubernetes experience.
- Terraform, AWS CDK/SAM, or Azure Bicep.
- CI/CD using GitHub Actions, Azure DevOps, Jenkins, GitLab, or equivalent.
- MLOps/LLMOps using MLflow, SageMaker, Azure ML, or equivalent.
- Monitoring and observability using CloudWatch, Azure Monitor, Application Insights, OpenTelemetry, or equivalent.
- Security
- AWS IAM and Azure RBAC/Entra ID.
- Secrets management using AWS Secrets Manager and Azure Key Vault.
- Encryption at rest and in transit.
- VPC/VNet, private endpoints, security groups, and network isolation.
- API authentication, authorization, throttling, and secure API design.
- Understanding of enterprise AI security and data privacy.
Education Qualificaiton
Degree
Job Title
Cloud & AI engineer
Roles & Responsibilities
- Design and implement scalable AI/GenAI solutions across AWS and Azure.
- Develop serverless, event-driven AI applications using AWS and Azure native services.
- Build RAG applications, AI agents, LLM-based APIs, and intelligent automation solutions.
- Develop production-grade AI services using Python and serverless compute.
- Design asynchronous and event-driven architectures using queues, events, workflows, and functions.
- Build CI/CD and Infrastructure-as-Code pipelines for cloud and serverless workloads.
- Implement monitoring, logging, security, governance, and cost optimization.
- Integrate AI services with enterprise applications, APIs, databases, and data platforms.
- Lead architecture discussions and provide technical guidance to engineering teams.
Skills
- Agentic AI
- AI
- API
- Api Design
- Authentication
- Automation
- AWS
- AWS Bedrock
- Azure
- Azure Application Insights
- Azure DevOps
- Azure Functions
- Azure Monitor
- Bicep
- CDK
- CI/CD
- Cloud
- CloudWatch
- Design Patterns
- DevOps
- Distributed Systems
- Docker
- Embeddings
- Entra ID
- Event Driven Architecture
- FastAPI
- Flask
- Generative AI
- GitHub
- GitHub Actions
- GitLab
- IAM
- Infrastructure as Code
- Jenkins
- JSON
- Kubernetes
- Lambda
- LLM
- LLMOps
- Machine Learning
- MLflow
- MLOps
- OAuth
- Observability
- OpenAI
- OpenID
- OpenTelemetry
- Prompt Engineering
- Python
- RAG
- RBAC
- REST
- SageMaker
- Secrets Management
- Serverless
- Terraform
- Vault
- Vector Search
- VPC
