Qdrant is a vector-search database with payload filtering and APIs for similarity search. Roles can concern search design, service integration or database operations. The important requirements are the collection design, retrieval workload and reliability boundary around the database.
48 live roles4 hiring companies56% remote-friendly
Vacancy evidence map
Where Qdrant carries hiring weight
Each segment represents roles where Qdrant was parsed at that evidence tier. This keeps a required production skill separate from contextual stack language.
0 Core14 Required10 Supporting24 Optional
14core + required29% of mentions
12roles per company4 employers
Market interpretation
What Qdrant demand means in practice
Qdrant is a vector-search database with payload filtering and APIs for similarity search. Roles can concern search design, service integration or database operations. The important requirements are the collection design, retrieval workload and reliability boundary around the database.
Describe vectors, payload fields, filters and the index configuration used for your workload. Evaluate recall and latency, including selective filters and changing data. Explain backups, access controls and operational limits where you owned them, and separate Qdrant configuration from the embedding or model work elsewhere in the application.
Qdrant is a vector-search database with payload filtering and APIs for similarity search. Roles can concern search design, service integration or database operations. The important requirements are the collection design, retrieval workload and reliability boundary around the database.
What evidence should I provide for a Qdrant role?
Describe vectors, payload fields, filters and the index configuration used for your workload. Evaluate recall and latency, including selective filters and changing data. Explain backups, access controls and operational limits where you owned them, and separate Qdrant configuration from the embedding or model work elsewhere in the application.
How Qdrant appears in job requirements
Inferred from the title and requirement wording in 48 active roles; each role is counted once. Read the methodology.
Posting evidence, not a company-wide stack claim
Main / core
0%(0)
Required
29%(14)
Supporting / context
21%(10)
Nice-to-have
50%(24)
Skills mentioned with Qdrant
A shared posting does not always require both skills. Explicit alternatives are counted separately.