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ML-Ops Architect @ Zensar

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 ML-Ops Architect

Job Description

MLOps / ML Architect 01 starts August

  • 14 16 years of total experience, 3 5 years of relevant experience on Sagemaker AI
  • Hands on experience of the following  
    • Structure a ML system (batch, real-time, or LLM) as modular ML pipelines that can be independently developed, tested, and operated
    • Ensure the consistency of feature data between offline training and online operations
    • Govern data in a feature store and promote collaboration between teams with a feature store
    • Implement MLOps principles of automated testing, versioning, and monitoring of features and models.
    • The modeling skills required for ML:
      • How to train ML models from (time-series) tabular data in a feature store
      • How to personalize LLMs using fine-tuning and RAG
      • How to validate models using evaluation data from a feature store
    • Identify and develop reusable model-independent features
    • Identify and develop model-dependent features
    • Identify and develop on-demand (real-time) features
    • validate feature data, test feature functions and test ML pipelines
    • Schedule feature pipelines and batch inference pipelines
    • Deploy real-time models, connected to a feature store
    • Log and monitor features and models with a feature store
    • Develop user-interfaces to ML systems

Job Classification

Industry: IT Services & Consulting
Functional Area / Department: Data Science & Analytics
Role Category: Data Science & Machine Learning
Role: Data Science & Machine Learning - Other
Employement Type: Full time

Contact Details:

Company: Zensar
Location(s): Hyderabad

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Keyskills:   Aws Sagemaker Machine Learning Operations Machine Learning Data Science Aiml

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₹ 5-50 Lacs P.A

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Zensar

Zensar Technologies Limited Zensar Technologies is among the top 25 software and BPO services providers in India. It is an RPG Group company. Headquartered in India, Zensar Technologies has marketing presence in US, Europe and Asia Pacific regions. The company has operations and a customer bas...