Retrieval-Augmented Generation Job Trends in Basingstoke

Retrieval-Augmented Generation (RAG)
Hampshire > Basingstoke

The table below provides summary statistics and salary benchmarking for jobs advertised in Basingstoke requiring Retrieval-Augmented Generation skills. It covers permanent job vacancies from the 6 months leading up to 22 December 2025, with comparisons to the same periods in the previous two years.

6 months to
22 Dec 2025
Same period 2024 Same period 2023
Rank 48 - -
Rank change year-on-year - - -
Permanent jobs citing Retrieval-Augmented Generation 1 0 0
As % of all permanent jobs in Basingstoke 0.29% - -
As % of the Processes & Methodologies category 0.38% - -
Number of salaries quoted 1 0 0
10th Percentile - - -
25th Percentile £52,500 - -
Median annual salary (50th Percentile) £65,000 - -
75th Percentile £77,500 - -
90th Percentile - - -
Hampshire median annual salary £65,000 - -

All Process and Methodology Skills
Basingstoke

Retrieval-Augmented Generation falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills in Basingstoke.

Permanent vacancies with a requirement for process or methodology skills 261 402 267
As % of all permanent jobs advertised in Basingstoke 76.76% 65.90% 92.07%
Number of salaries quoted 228 294 166
10th Percentile £29,925 £43,545 £29,750
25th Percentile £46,125 £51,250 £37,813
Median annual salary (50th Percentile) £57,772 £60,500 £48,500
Median % change year-on-year -4.51% +24.74% -12.61%
75th Percentile £75,000 £77,500 £65,000
90th Percentile £90,000 £85,000 £79,375
Hampshire median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% -4.55%

Retrieval-Augmented Generation
Co-Occurring Skills & Capabilities in Basingstoke by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Database & Business Intelligence
1 1 (100.00%) Elasticsearch
1 1 (100.00%) Pinecone
1 1 (100.00%) Weaviate
Job Titles
1 1 (100.00%) Software Engineer
Libraries, Frameworks & Software Standards
1 1 (100.00%) FastAPI
1 1 (100.00%) Flask
Miscellaneous
1 1 (100.00%) AI Agents
1 1 (100.00%) Distributed Systems
Processes & Methodologies
1 1 (100.00%) AI
1 1 (100.00%) Computer Science
1 1 (100.00%) Containerisation
1 1 (100.00%) Data Engineering
1 1 (100.00%) Data Pipeline
1 1 (100.00%) High Availability
1 1 (100.00%) LLM
1 1 (100.00%) Machine Learning
1 1 (100.00%) Mentoring
1 1 (100.00%) Microservices
1 1 (100.00%) Problem-Solving
1 1 (100.00%) Software Engineering
Programming Languages
1 1 (100.00%) JavaScript
1 1 (100.00%) Python
1 1 (100.00%) SQL
Qualifications
1 1 (100.00%) Computer Science Degree
1 1 (100.00%) Degree
1 1 (100.00%) SC Cleared
1 1 (100.00%) Security Cleared
System Software
1 1 (100.00%) Docker
Systems Management
1 1 (100.00%) Kubernetes