Python_ML_MLOps

5 - 10 years

15 - 18 Lacs

Posted:1 day ago| Platform: Naukri logo

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Work Mode

Hybrid

Job Type

Full Time

Job Description

  • Responsibilities:

    • Design, develop, and maintain robust, scalable, and efficient data pipelines.
    • Build, optimize, and scale the core MLOps infrastructure (IaaS) and data architecture that empowers Data Science and ML Engineering teams.
    • Collaborate with data scientists, analysts, and software engineers to understand data 1 AI needs.
    • Ensure data quality, integrity, and security across all data platforms.
    • Monitor and troubleshoot data pipeline performance and reliability.
    • Work with structured and unstructured data from various sources (APIs, databases, files, etc.).
  • Technical Skills:

    • Strong proficiency in

      Python, Git, and Jupyter

      .
    • Solid DevOps experience with

      GitLab & Terraform

      .
    • Experience with cloud platforms (AWS)
    • Mastery of at least one

      ML experiment tracking tool

      (e.g., MLFlow, Weights & Biases).
    • Proficiency with a major

      orchestration tool

      (e.g., AWS SageMaker Pipelines, Airflow, AWS Batch).
    • Minimum of 7 years of hands-on experience in AWS and Python
    • Bachelors or higher degree in Computer Science or a related discipline.
  • Soft Skills:

    • Effective communication and collaboration across teams and external stakeholders.
    • Commitment to cross-functional success, recognizing that enabling other teams is as important as individual product productivity.
    • Strong advisory skills to recommend and enforce MLOps best practices and define platform usage guidelines for internal customer teams.
    • Good analytical & problem-solving skills to align technology solutions with business objectives.
    • Emotional intelligence and conflict resolution for maintaining a positive work environment.

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