
thumb|A mockup of a 'perfume organ' (lacks a weighing scale). The organ is traditionally where a perfumer works on the composition of various perfumes. However, samples are now weighed and blended by technicians in larger flavour and fragrance companies. A perfumer is an expert on creating perfume compositions, sometimes referred to affectionately as a nose () due to their fine sense of smell and skill in producing olfactory compositions. The perfumer is effectively an artist who is trained in depth on the concepts of fragrance aesthetics and who is capable of conveying abstract concepts and m
thumb|A mockup of a 'perfume organ' (lacks a weighing scale). The organ is traditionally where a perfumer works on the composition of various perfumes. However, samples are now weighed and blended by technicians in larger flavour and fragrance companies. A perfumer is an expert on creating perfume compositions, sometimes referred to affectionately as a nose () due to their fine sense of smell and skill in producing olfactory compositions. The perfumer is effectively an artist who is trained in depth on the concepts of fragrance aesthetics and who is capable of conveying abstract concepts and moods with compositions. At the most rudimentary level, a perfumer must have a keen knowledge of a large variety of fragrance ingredients and their smells, and be able to distinguish each one alone or in combination with others. They must also know how each reveals itself over time. The job of the perfumer is very similar to that of flavourists, who compose smells and flavourants for commercial food products.
==Training== Most past perfumers did not undergo professional training in the art, and many learned their craft as apprentices under another perfumer in their employment as technicians (in charge of blending formulas) or chemists. These people were usually given temporary jobs in the industry. A direct entrance into the profession is rare, and those who do typically enter it through family contacts. Such apprenticeships last around three years.
Discovered by embedding cosine similarity (sentence-transformers MiniLM, 384-dim).