## Technical - Wrap services in Data Driven services to fit into the engineering landscape - make sure you've set up the steps to create data-driven value. [^1] ## Interpersonal - Companies are not rational entities, don't expect everything to work a certain way, be prepared to make irrational decisions. - Have a culture of humility - hubris is the enemy of good research. [^2] [^1]: [[The Third Wave Data Scientist – Towards Data Science]] [^2]: [[A Culture of Partnership]]