Cloud & AI Engineer
Sonata Software
About the role
Job Description
Mandatory Skills Artificial Intelligence,AWS,Microsoft Azure
Job Description
6+ 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.
Eligibility & process
Who can apply
Experience: 6-9 Yrs. Open to matching qualifications.
Skills & stack
Selection process
- Online Assessment / Technical Interview Rounds / HR Review
Prep kit
19 resourcesStudy material 4
Company-specific guides 4
Likely coding questions 4
Round-wise strategy 4
Technical questions 4
What is the bias-variance tradeoff and how do you prevent overfitting? Answer
Explain the difference between Precision, Recall, and F1-Score. Answer
How does Gradient Descent work and what is the role of Learning Rate? Answer
What is the difference between Supervised, Unsupervised, and Self-Supervised learning? Answer
Behavioural & HR questions 3
Highlight Sonata Software's market reputation, recent tech innovations, and how your skills in Devops directly solve their team's objectives.
Use the STAR method: Situation (project context), Task (what needed solving), Action (specific tools/logic applied), Result (quantifiable positive outcome).
Explain your prioritization strategy, proactive communication with mentors/peers, and agile mindset.
9-19 Lacs PA
Bengaluru, India
Experience: 6-9 Yrs. Open to matching quaโฆ
