DataFramed #131 How the Aviation Industry Leverages Data Science
7 snips
Mar 20, 2023 
Derek Cedillo, a Senior Manager at GE Aerospace with 27 years of data science experience, dives into the aviation industry's data challenges. He highlights the balance between innovation and strict regulations while managing data science programs. Derek discusses essential hiring strategies, ideal team structures, and the importance of soft skills like storytelling in effectively communicating insights. He emphasizes building a robust data culture and the critical role of data translators in ensuring alignment between business goals and data initiatives.
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Data Science Intelligence
- Data science solutions must combine technical expertise with domain-specific knowledge.
- True intelligence comes from merging data insights with expert interpretations.
Define the Problem Clearly
- Start data science projects by clearly defining the problem with stakeholders.
- Ensure a "universal understanding" where everyone agrees on goals and capabilities.
Single Source of Truth
- Create a single source of truth for data by partnering with data infrastructure teams.
- Advise on data governance to ensure data quality and accessibility for modeling.
