Associate Architect

4 weeks ago

Bengaluru, India Quantiphi Full time

Role : Associate Architect - Machine Learning (Azure Cloud)Experience : 6-13 YearsLocation : BangaloreMust 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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    Bengaluru, India Quantiphi Full time

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