Associate Architect

5 hours ago

Bengaluru Karnataka India, Karnataka Quantiphi Full time

Role : Associate Architect - Machine Learning (Azure Cloud)

Experience : 6-13 Years

Location : Bangalore


Must have skills:


  • Architect, develop, and deploy traditional machine learning solutions at scale.
  • Lead end-to-end ML lifecycle including data preparation, feature engineering, model development, validation, deployment, and monitoring.
  • Evaluate and optimize existing models using traditional ML techniques.
  • Proven expertise in traditional ML algorithms (regression, decision trees, SVM, ensemble models, clustering, etc.)
  • Strong coding skills in Python with experience in ML libraries such as scikit-learn, XGBoost, LightGBM, etc.
  • Solid grasp of data preprocessing, feature selection, and statistical modeling.
  • Deep understanding of ML pipeline orchestration and model lifecycle management.
  • Ensure adherence to MLOps best practices and drive implementation on Azure cloud.
  • Experience in Azure cloud services including Azure Machine Learning, Azure Data Factory, Blob Storage, and Azure DevOps.
  • Leveraged Azure Cognitive Search and Azure OpenAI Service to build scalable and efficient knowledge retrieval systems, enabling real-time semantic search and contextual answer generation.
  • Ability to design and review ML architecture and system integration strategies.
  • Conducted proof-of-concept projects utilizing Azure’s AI ecosystem to explore agentic AI capabilities, including autonomous decision-making and task delegation.
  • Designed and implemented RAG pipelines on Microsoft Azure, integrating large language models (LLMs) with domain-specific knowledge bases to enhance AI-driven information retrieval and response accuracy.
  • Collaborate with data scientists, data engineers, and product stakeholders to convert business requirements into scalable ML models.
  • Provide technical leadership, mentorship, and architecture-level guidance to project teams.
  • Excellent problem-solving, communication, and stakeholder management skills.


Good to have skills:

  • Certifications in Azure AI Engineer or Azure Solutions Architect.
  • Ability to collaborate with cross-functional teams such as Developers, Project Managers, and other stakeholders to understand their requirements and implement solutions.

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