Successful data engineers play vital key roles and core content in providing consistency across platforms and bite-sized, actionable insights.They demonstrate core skills in complex concepts such as database interactions and high tech skills, ensuring seamless integration of basic data concepts with non-technical teams and cross-functional teams.