Reference Data Job Trends in Manchester

Reference Data
North West > Manchester

The table below looks at the prevalence of the term Reference Data in permanent job vacancies in Manchester. Included is a benchmarking guide to the salaries offered in vacancies that cited Reference Data over the 6 months leading up to 25 July 2026, comparing them to the same period in the previous two years.

6 months to
25 Jul 2026
Same period 2025 Same period 2024
Rank 178 163 207
Rank change year-on-year -15 +44 -1
Permanent jobs citing Reference Data 2 1 2
As % of all permanent jobs in Manchester 0.031% 0.040% 0.041%
As % of the Miscellaneous category 0.14% 0.089% 0.12%
Number of salaries quoted 2 0 0
10th Percentile £47,750 - -
25th Percentile £50,000 - -
Median annual salary (50th Percentile) £55,000 - -
75th Percentile £60,000 - -
90th Percentile £62,250 - -
North West median annual salary £55,000 - -

All Generic Skills
Manchester

Reference Data falls under the General and Transferable Skills category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring generic IT skills in Manchester.

Permanent vacancies with a requirement for generic IT skills 1,417 1,127 1,653
As % of all permanent jobs advertised in Manchester 21.86% 45.15% 33.88%
Number of salaries quoted 1,097 598 981
10th Percentile £32,500 £28,940 £28,750
25th Percentile £43,750 £33,250 £38,066
Median annual salary (50th Percentile) £59,000 £55,000 £55,000
Median % change year-on-year +7.27% - -7.60%
75th Percentile £80,000 £72,500 £69,250
90th Percentile £100,000 £87,500 £85,000
North West median annual salary £55,000 £50,000 £52,500
% change year-on-year +10.00% -4.76% -4.55%

Reference Data
Job Vacancy Trend in Manchester

Historical trend showing the proportion of permanent IT job postings citing Reference Data relative to all permanent IT jobs advertised in Manchester.

Reference Data job vacancy trend in Manchester

Reference Data
Salary Trend in Manchester

Salary distribution trend for jobs in Manchester citing Reference Data.

Salary distribution trend for jobs in Manchester citing Reference Data

Reference Data
Salary Histogram in Manchester

Salary distribution for jobs citing Reference Data in Manchester over the 6 months to 25 July 2026.

Salary histogram for Reference Data in Manchester

Reference Data
Co-Occurring Skills & Capabilities in Manchester 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:

Applications
1 1 (50.00%) Microsoft Excel
Cloud Services
1 1 (50.00%) Azure
1 1 (50.00%) Power Platform
Database & Business Intelligence
1 1 (50.00%) Data Lake
1 1 (50.00%) Power BI
1 1 (50.00%) Spark SQL
General
1 2 (100.00%) Analytical Skills
1 2 (100.00%) Finance
2 1 (50.00%) Banking
2 1 (50.00%) Social Skills
Job Titles
1 1 (50.00%) Analyst
1 1 (50.00%) Data Analyst
1 1 (50.00%) Data Engineer
Libraries, Frameworks & Software Standards
1 1 (50.00%) PySpark
Miscellaneous
1 1 (50.00%) Onboarding
Processes & Methodologies
1 2 (100.00%) Analytics
2 1 (50.00%) Anomaly Detection
2 1 (50.00%) Asset Management
2 1 (50.00%) Business Analytics
2 1 (50.00%) Business Intelligence
2 1 (50.00%) Computer Science
2 1 (50.00%) Data Analysis
2 1 (50.00%) Data Architecture
2 1 (50.00%) Data Discovery
2 1 (50.00%) Data Engineering
2 1 (50.00%) Data Ingestion
2 1 (50.00%) Data Pipeline
2 1 (50.00%) Data Science
2 1 (50.00%) Decision-Making
2 1 (50.00%) Exploratory Data Analysis
2 1 (50.00%) Problem-Solving
2 1 (50.00%) Trend Analysis
Programming Languages
1 2 (100.00%) Python
1 2 (100.00%) SQL
Qualifications
1 1 (50.00%) Computer Science Degree
1 1 (50.00%) Degree
1 1 (50.00%) Microsoft Certification
Vendors
1 1 (50.00%) Databricks
1 1 (50.00%) Microsoft