- Multidisciplinary Team Composition: A learning engineering team typically includes instructional designers, learning scientists, data analysts, software developers, subject matter experts (SMEs), and UX designers. The composition may change based on the project's requirements, but the goal is to integrate expertise across disciplines throughout the process to enhance solution quality.
- Role Fluidity and Cross-Training: Unlike traditional teams where roles are often rigid, learning engineering teams emphasize cross-training and role fluidity. Team members are encouraged to gain exposure to other domains, such as data science or learning science, to foster a more integrated approach and enable effective communication across disciplinary boundaries.