SeaPattern looks like a strong engineering-led scale-up, but the visible hiring funnel is currently senior-heavy, which limits entry-level access. Hiring communications are clearer than many startups, yet missing pay data and missing outcome signals (reviews, conversion, promotions) cap the score.