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AI Engineer-LLM Integration / Platform Observability

AI Engineer-LLM Integration / Platform Observability

ConfidentialHyderabad / Secunderabad, Telangana, India
9 days ago
Job description

Exp 4+ Years

Shift 2.00 PM to 11 : 30 PM IST

Mandatory Python with LLM Ops

Job Description

We are looking for a hands-on AI Engineer with strong expertise in LLM integration, platform observability, performance optimization, and API development . The ideal candidate will work on critical platform enhancements, including LLM API integrations, observability pipelines, structured search algorithms, and performance scaling for customer&aposs AI platform and related components.

You will collaborate with cross-functional teams to develop robust, scalable solutions, modernize our logging and monitoring infrastructure, and integrate advanced AI capabilities into production workflows.

Key Responsibilities :

1. LLM Integration & API Development

  • Develop and maintain LLM API integration test cases for core model availability.
  • Refactor and reorganize LLM API code (e.g., __init__.py) for better maintainability.
  • Add support for Vertex AI batch generation and batch transcription processing.
  • Implement multi-step structured search algorithms and tie model IDs to relevant endpoints.
  • Explore and integrate emerging technologies like LightRAG, SurrealDB, Neo4j, and Puppygraph for structured search.

2. Platform Observability & Performance

  • Implement Splunk OpenTelemetry (OTel) integration for monitoring and metrics.
  • Evaluate and integrate Arize AI for observability and model evaluation frameworks.
  • Optimize logging decorators , memory profiling for unit tests, and enhance APM (Application Performance Monitoring) solutions.
  • Drive scaling and performance optimization for the JedAI platform.
  • 3. Platform Integration & Testing

  • Implement platform integration and availability testing frameworks .
  • Centralize Postman test cases for integration testing.
  • Clean up outdated tests and modernize Docker Compose setups for KB API development.
  • Develop harness configurations for automated testing pipelines.
  • 4. Architecture & Research Spikes

  • Support JedAI architecture consulting efforts.
  • Conduct spike investigations on new technologies and frameworks for performance and scalability.
  • Explore MCP design options for multi-agent orchestration and AI-enhanced workflows.
  • Required Skills & Experience :

  • Programming : Python (must-have), Node.js / Java (good to have)
  • AI / ML Integration : Hands-on experience with LLM APIs (OpenAI, Vertex AI, etc.)
  • Observability & Logging : Experience with Splunk, OpenTelemetry (OTel), Arize AI
  • Testing & CI / CD : Proficiency with Postman, Pytest, Docker Compose
  • Data & Search : Exposure to structured search techniques (Neo4j, LightRAG, Graph DBs)
  • Performance Tuning : Familiarity with memory profiling, performance optimization, and scaling techniques
  • Cloud Platforms : GCP (Vertex AI), Azure, or AWS experience preferred
  • Collaboration Tools : GitHub, Jira, Confluence
  • Preferred Qualifications :

  • Bachelor&aposs or Master&aposs in Computer Science, AI / ML, or related fields
  • 3–6 years of experience in AI / ML engineering or platform development
  • Prior experience in AI observability or model evaluation pipelines
  • Knowledge of Agentic AI frameworks and multi-step reasoning systems
  • Show more

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    Skills Required

    Github, Jira, Gcp, Confluence, Neo4j, Splunk, Postman, Azure, Python, Aws, Pytest

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    Observability • Hyderabad / Secunderabad, Telangana, India

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