Minimum of 1 year of data pipeline and/or software engineering experience. Solid understanding of data engineering fundamentals. Experience with Python, SQL, and Python data science libraries (Pandas, PySpark). Strong proficiency in querying and manipulating large datasets using SQL and Python. Familiarity with efficient big data formats. Familiarity with data modeling and database design principles. Excellent problem-solving and analytical skills. Strong communication and collaboration skills. Bachelor's degree in Computer Science, Data Science or related field.