Abstract Public and academic discourse about the ethics of artificial intelligence, machine learning, and data science has largely focused on the algorithms and the companies deploying them. Little attention has been paid to the ethical agency of the developers. This study is the first of its kind that centers developers in the ethical environment. Semi-structured interviews with 40 developers about the ethics of being a developer revealed more than 20 themes, 3 of which are the subject of this paper: ethics in the occupational ecosystem, developer ethical agency, and the characteristics of an ethical developer. These themes reveal significant gaps between how developers perceive themselves and the reality of their work experiences. Their ethical agency is likewise variable. They have some authority to intervene for ethical reasons in systems they work on, but they often do not realize just how many ethical decisions they make. Nonetheless, this study reveals a growing ethical wisdom in this community, one that needs to be surfaced and nurtured by engaging with developers.
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