Visionary Data Architect

4 days ago

Erode, Tamil Nadu, India beBeeDataScientist Full time ₹ 15,00,000 - ₹ 20,00,000
Customer Engagement Platform Job

Transforming customer interactions is a core aspect of this role.

The ideal candidate will design and build data pipelines that transform raw events into usable features, define and compute labels from historical events, develop and train machine learning models using Python libraries such as scikit-learn and LightGBM, build real-time inference services to serve predictions into production systems, set up retraining and monitoring pipelines using tools like Airflow and MLflow, collaborate with backend engineers to integrate model outputs into workflows, and ensure data quality, reproducibility, and compliance with regulations like HIPAA for healthcare customers.

Key Responsibilities:
  • Design Data Pipelines
  • Compute Labels
  • Develop Machine Learning Models
  • Build Real-Time Inference Services
  • Set Up Retraining and Monitoring Pipelines
  • Collaborate with Backend Engineers
  • Ensure Data Quality and Compliance
Required Skills and Qualifications:
  • 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 and event-driven systems.
  • Understanding of the machine learning lifecycle, including training, serving, monitoring, and retraining.
  • Ability to design time-based labels without data leakage.
  • Strong problem-solving skills and willingness to work in a dynamic environment.
Benefits:

This role offers the opportunity to work on cutting-edge technology, collaborate with a talented team, and contribute to the development of a customer engagement platform that makes a real impact on people's lives.

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