DE&A - AIML - Deep Learning - Generative AI (Bengaluru)

DE&A - AIML - Deep Learning - Generative AI (Bengaluru)

31 Jul
|
Zensar Technologies
|
Bengaluru

31 Jul

Zensar Technologies

Bengaluru

Description
Key Responsibilities
1. AI Agents for Application Development
- Design and build AI agents that assist in application development lifecycle (SDLC)
- Develop agents for:
- Code generation & scaffolding
- API development & integration
- Code refactoring and optimization
- Enable developer copilots for faster feature delivery

2. AI Agents for Application Enhancements
- Build agents to:
- Analyze existing codebases and suggest enhancements or optimizations
- Automate bug detection and resolution
- Support impact analysis for changes
- Develop agents for legacy modernization and code migration (e.g., Java/.NET upgrades)

3. Testing & QA Automation Agents
- Create agents to:
- Automatically generate unit, integration, and regression test cases
- Perform test execution and defect prediction
- Enable self-healing test automation frameworks

4. LLM & Agent Framework Implementation
- Build solutions using frameworks such as:
- LangChain, LlamaIndex, Semantic Kernel, AutoGen, CrewAI
- Implement:
- Multi-agent orchestration (planner, executor, reviewer agents)




- Tool-using agents (Git, CI/CD, APIs, databases)

5. RAG & Context Engineering
- Implement RAG pipelines using application code repositories, documentation, and APIs
- Build context-aware agents using:
- Codebases (GitHub, Azure DevOps)
- Knowledge repositories (Confluence, SharePoint)

6. DevOps & Integration
- Integrate agents into:
- CI/CD pipelines (Azure DevOps, GitHub Actions)
- Developer tools (IDE plugins, Copilot extensions)
- Develop APIs/microservices to expose agent capabilities

7. Evaluation & Optimization
- Define metrics for:
- Developer productivity improvement
- Code quality and defect reduction
- Optimize for cost, latency, and accuracy of LLM usage

8. Governance & Security
- Ensure:
- Secure code handling and IP protection
- Compliance with enterprise AI governance
- Guardrails to prevent insecure or non-compliant code generation

Required Skills & Experience
Core Skills
- Solid program

📌 DE&A - AIML - Deep Learning - Generative AI (Bengaluru)
🏢 Zensar Technologies
📍 Bengaluru

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