Building Intelligent Systems: Data Engineer and Machine Learning Specialist

1 week ago

Nashik, Maharashtra, India beBeeMachine Full time ₹ 1,50,00,000 - ₹ 2,50,00,000
Data Engineer and Machine Learning Specialist

This position involves building and maintaining data pipelines, training machine learning models, and deploying them in production. You will be working on transforming raw events into usable features, computing labels from historical data, developing and training ML models using Python libraries, and setting up retraining and monitoring pipelines.

Responsibilities:
  • Design and Build Data Pipelines
  • Define Labels from Historical Events
  • Develop and Train Machine Learning Models
  • Build Real-Time Inference Services
  • Set Up Retraining and Monitoring Pipelines
  • Collaborate with Backend Engineers
  • Ensure Data Quality and Compliance
Requirements:
  • 3-5+ years of experience in data engineering or applied machine learning
  • Strong proficiency in Python, SQL, and one or more ML libraries (scikit-learn, LightGBM, XGBoost)
  • Experience with data pipelines (Airflow, dbt, or custom ETL)
  • Comfortable with event-driven systems (Kafka, Redis, ClickHouse)
  • Understanding of the machine learning lifecycle
  • Ability to design time-based labels and avoid data leakage
  • Strong problem-solving skills and eagerness to work in a startup 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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