Machine Learning Engineer for Scalable Solutions

2 days ago


Jamnagar, Gujarat, India beBeeDataEngineer Full time ₹ 1,00,00,000 - ₹ 2,00,00,000

We are seeking a skilled and innovative data engineer to join our team. As a Data Engineer, you will play a critical role in designing and building data pipelines, training machine learning models, and deploying them into production at scale.

Key Responsibilities:
  • Design and build scalable data pipelines to transform raw events into actionable insights.
  • Develop and train machine learning models using Python (scikit-learn, LightGBM, XGBoost) to predict churn, upsell opportunities, and automate member engagement.
  • Build real-time inference services to serve predictions into production systems.
  • Collaborate with cross-functional teams to integrate model outputs into workflows.
  • Ensure data quality, reproducibility, and compliance with industry regulations.
Requirements:
  • 3–5+ years of experience in data engineering or applied machine learning.
  • Strong proficiency in Python, SQL, and one or more machine learning libraries.
  • Experience with data pipelines (Airflow, dbt, or custom ETL).
  • Understanding of machine learning lifecycle: training, serving, monitoring, retraining.
  • Ability to design time-based labels and ensure data integrity.
  • Strong problem-solving skills and ability to work in a fast-paced environment.
Nice-to-Haves:
  • MLOps tools (MLflow, BentoML, Ray Serve).
  • Experience with bandit algorithms, A/B testing, or uplift modeling.
  • Prior work with customer engagement, CRM, or subscription businesses.


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