The show centers on female engineering students, often framing their gender as their defining trait, sometimes at the expense of nuanced character development. It leans into representation explicitly, with some situations feeling engineered more for messaging than organic storytelling. While it does feature some engaging moments, the focus on identity can overshadow merit and realistic challenges.

'Engineering Girls' frequently highlights traditional family expectations as inherently restrictive, sometimes caricaturing masculine authority figures or conservative views. While it doesn't outright demonize cultural values, it is clear where its sympathies lie. The show advances the idea of breaking gender norms but occasionally does so by simplifying or sidelining traditional cultural perspectives.

The show is mostly uninterested in sincere debate or presenting alternative perspectives. Dissenting or traditional voices are often used for comedic effect or easily dismissed. There's little room for genuine ideological diversity; the modern, progressive outlook of the main characters is largely unchallenged.