Our recent publication “Interplay of Human Factors and Secure Architecture Design using Model-Driven Engineering” is now online. In this paper, we present a model-driven approach for studying the interplay of human factors and secure architecture design. Specifically, we propose a conceptual model for considering direct and indirect human factors of the development team during secure software design and a set of modeling languages to represent the human factors. We also provide a questionnaire-based methodology to evaluate human factors of development team members and define team profiles. The approach enables characterizing the human factors of team members desired to achieve the protection goals of software architecture assets and to determine which team members should be participating in the decision-making for the design to achieve the goals for assets by matching the desired human factors to members belonging to team profiles. This paper was presented at the 2024 Workshop on Human Centric Software Engineering and Cyber Security as part of the 39th IEEE/ACM International Conference on Automated Software Engineering (ASE 2024) in October 2024. See Publications for more details!