Highly Skilled Data and Machine Learning Expert

1 day ago


Kottayam, Kerala, India beBeeData Full time ₹ 1,80,00,000 - ₹ 2,50,00,000
Build Scalable Machine Learning Pipelines

We're seeking a seasoned professional to bridge the gap between data engineering and applied machine learning. The ideal candidate will have expertise in designing and developing scalable pipelines, training models, and deploying them into production.

  • Data Pipeline Development: Utilize technologies like Apache Kafka and Redis to transform raw events into usable features.
  • Machine Learning Model Training: Leverage Python (scikit-learn, LightGBM, XGBoost) to predict churn, upsell propensity, and lead scoring.
  • Real-time Inference Services: Build services to serve predictions into production systems, ensuring seamless integration with backend workflows.
  • Pipeline Monitoring and Retraining: Collaborate with our team to set up retraining and monitoring pipelines, ensuring data quality, reproducibility, and compliance with regulations like HIPAA.
Requirements
  • 3–5+ years of experience in data engineering or applied ML, with a strong proficiency in Python, SQL, and one or more ML libraries.
  • Experience with data pipelines, event-driven systems, and ML lifecycle management, including training, serving, and retraining.
  • Problem-Solving Skills: Strong problem-solving skills and eagerness to work in a dynamic environment, with a willingness to learn and adapt to new technologies and processes.


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