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AIML Ops Engineer

AIML Ops Engineer

TEKsystems Global Services in IndiaIndia
24 days ago
Job description

ML Engineer with MLOps :

Qualification :

  • Bachelor’s or Master’s in Computer Science, Engineering, Mathematics, Statistics, or related field.
  • 3-5 years of hands-on experience in AI / ML engineering and Python, with a demonstrable focus on building production ready models.
  • Solid understanding of machine learning algorithms, deep learning architectures, natural language processing (NLP), and information retrieval techniques (e.g., RAG)
  • Proven ability to deploy and manage AI / ML solutions on at least one major cloud platform.
  • Experience with MLOps principles and tools for model deployment, monitoring, and lifecycle management.
  • Experience with MLOps Frameworks like Kubeflow, MLFlow, DataRobot, Airflow etc., experience with Containerization Docker and Kubernetes, OpenShift

Key Responsibilities :

  • Prepare, clean, and process large datasets; build and maintain data pipelines.
  • Develop and implement machine learning models for various applications (classification, regression, clustering, recommendations, etc.).
  • Engineer features and optimize model performance through hyper parameter tuning and validation.
  • Automating model building, training and deployment by building CI / CD / CT Pipelines
  • Stay updated on new tools and techniques in machine learning and AI.
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