5 - 8 years

10 - 20 Lacs

Posted:-1 days ago| Platform: Naukri logo

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Hybrid

Job Type

Full Time

Job Description

Job Title: Data & MLOps Engineer Python, PySpark, ML

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Job Summary

Data & MLOps Engineer

Mandatory Skills

  • Programming

    : Python, PySpark, SQL
  • Machine Learning

    : Traditional ML algorithms, model training/retraining
  • MLOps

    : MLflow, Kubeflow, Vertex AI
  • Big Data

    : Hadoop (HDFS, Hive, MapReduce), Spark
  • Cloud Platforms

    : AWS, Azure, GCP
  • Version Control

    : Git
  • Data Visualization

    : Superset, Druid
  • Orchestration Tools

    : Apache Airflow, Oozie, NiFi

Roles & Responsibilities

  • Build and maintain

    data ingestion, transformation, and feature engineering pipelines

  • Conduct

    experiments, EDA, and statistical analysis

    to fine-tune models
  • Ensure pipelines are

    robust, scalable, and compliant

    with data governance
  • Collaborate with data scientists to translate model requirements into engineering solutions
  • Implement and manage

    CI/CD pipelines

    for ML models and data workflows
  • Monitor model performance, data quality, and system health in production
  • Champion

    best practices

    in MLOps and data engineering
  • Stay updated with

    latest AI/ML technologies and frameworks

    Preferred Skills


  • Forecasting Algorithms

    : ARIMA, Prophet, GLM, GBDT, XGBoost, Seq2Seq, Transformer
  • Retail Forecasting

    or other time series prediction experience
  • Cloud Data Tools

    : BigQuery, Trino, Presto
  • Model Lifecycle Management

    : MLflow, Vertex AI
  • Monitoring & Drift Detection

    : Pipeline and model health tracking

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