Cook, All Other (Mid-Level) vs Cook, Private Household (Mid-Level)

Cook, All Other (Mid-Level): "Cooks, All Other" is the BLS catch-all for specialty cooks not classified elsewhere — catering cooks, contract personal chefs, yacht cooks, food stylists, R&D cooks, and event cooks. The diversity of settings provides more protection than fast food or short-order cooking, but less than private household cooks (who have deep client trust) or head chefs (who have strategic authority). AI meal planning, scheduling, and inventory tools are automating the administrative layer, while kitchen robotics target the repetitive cooking tasks that overlap with catering batch production. Adapt within 3–5 years.

Cook, Private Household (Mid-Level): Private household cooks are protected by the intimate trust relationship with employer families, physical presence in unstructured home kitchens, and personalised dietary knowledge that AI cannot replicate. AI meal planning tools augment menu development and record-keeping, but the core 70% of the role — cooking in someone's home, managing their family's dietary needs, and maintaining the personal trust that defines the position — remains irreducibly human. Safe for 5+ years with operational augmentation.