Machine Learning Innovator

18 hours ago


Thrissur, Kerala, India beBeeDataEngineer Full time ₹ 15,00,000 - ₹ 20,00,000

We are seeking an expert in data engineering and machine learning to join our team. As a Data/ML Engineer, you will bridge the gap between data engineering and applied machine learning.

Key Responsibilities
  • Design and Build Data Pipelines: Develop efficient pipelines to transform raw events into usable features.
  • Label Definition: Define and compute labels from historical events.
  • Model Development: Develop and train ML models using Python (scikit-learn, LightGBM, XGBoost).
  • Real-Time Inference: Build real-time inference services to serve predictions into production systems.
  • Pipeline Retraining: Set up retraining and monitoring pipelines (Airflow, MLflow, or similar).
  • Integration: Collaborate with backend engineers to integrate model outputs into workflows.
  • Compliance: Ensure data quality, reproducibility, and compliance for healthcare customers.
Required Skills
  • 3–5+ years of experience in data engineering or applied ML.
  • Strong proficiency in Python, SQL, and one or more ML libraries.
  • Experience with data pipelines (Airflow, dbt, or custom ETL).
  • Understanding of ML lifecycle: training, serving, monitoring, retraining.
  • Ability to design time-based labels.
  • 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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