Strong Python programming experience (3+ years) Advanced proficiency with pandas for data manipulation and analysis Experience designing and maintaining production ETL workflows Solid understanding of data modeling concepts and techniques Familiarity with SQL and relational database concepts Version control systems (Git) and cooperative development practices Preferred Qualifications: Preferred Qualifications:

Experience with Polars for high-performance data processing Familiarity with DuckDB for analytical query processing Knowledge of cloud-based data platforms (AWS, GCP, or Azure) Experience with orchestration tools like Airflow, Luigi, or Dagster Understanding of data governance and compliance requirements Contributions to open-source data projects What Makes You Successful:

Problem-solving mindset with attention to detail Strong communication skills to explain technical concepts clearly Commitment to code quality and testing practices Ability to balance competing priorities in a fast-paced environment

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📌 Python ETL Data Engineer (Winnipeg)
🏢 apptoza
📍 Winnipeg