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AI/ML Engineer |5+ Yrs || Pan India

Innova ESI

2 - 5 years

Bengaluru

Posted: 06/03/2026

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Job Description

AI/ML Engineer |5+ Yrs || Pan India


JD:


Technical Skills Mandatory

AI & LLM Engineering:

  • Agentic AI frameworks: LangGraph, LangChain Agents, multi-agent orchestration.
  • RAG expertise including Standard RAG, Agentic RAG, and Graph RAG.
  • LLM API integration with Azure OpenAI, OpenAI, Anthropic.
  • Prompt engineering, structured outputs, and evaluation frameworks.
  • Vector databases such as Azure AI Search, Pinecone, Chroma, and Weaviate.

Machine Learning (Enterprise-Level Models):

  • Prophet enterprise-grade time series forecasting.
  • XGBoost widely used for high-performance tabular ML.
  • LightGBM optimized boosting framework for large-scale training.
  • CatBoost efficient model for categorical-heavy datasets.
  • ARIMA/SARIMAX classical models for financial and operational forecasting.
  • Neural Networks using PyTorch or TensorFlow.
  • Hugging Face transformer models including BERT, RoBERTa, and others.
  • AutoML frameworks such as Azure AutoML or H2O Driverless AI.
  • Embedding models including text-embedding-3-large, Instructor-XL, and E5-large.

Cloud, DevOps & Deployment (Azure):

  • Azure Container Apps.
  • Docker with multi-stage builds.
  • Kubernetes / AKS.
  • Redis Cache.
  • Cosmos DB.
  • GitHub Actions / Azure DevOps CI/CD.
  • Application Insights and Azure Monitor for observability.

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