Reference Data Jobs in the North of England

Reference Data
England > North of England

The table below looks at the prevalence of the term Reference Data in permanent job vacancies in the North of England. Included is a benchmarking guide to the salaries offered in vacancies that cited Reference Data over the 6 months leading up to 9 May 2025, comparing them to the same period in the previous two years.

6 months to
9 May 2025
Same period 2024 Same period 2023
Rank 321 378 419
Rank change year-on-year +57 +41 -1
Permanent jobs citing Reference Data 8 1 14
As % of all permanent jobs advertised in the North of England 0.070% 0.006% 0.081%
As % of the Miscellaneous category 0.23% 0.019% 0.20%
Number of salaries quoted 4 0 0
10th Percentile £48,525 - -
25th Percentile £52,688 - -
Median annual salary (50th Percentile) £70,000 - -
75th Percentile £85,000 - -
90th Percentile - - -
England median annual salary £75,000 £86,000 £69,447
% change year-on-year -12.79% +23.84% -18.30%

All Generic Skills
North of England

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 the North of England.

Permanent vacancies with a requirement for generic IT skills 3,471 5,391 6,837
As % of all permanent jobs advertised in the North of England 30.51% 30.87% 39.69%
Number of salaries quoted 1,595 3,991 3,072
10th Percentile £29,500 £27,000 £32,200
25th Percentile £40,000 £35,579 £41,250
Median annual salary (50th Percentile) £55,000 £50,000 £55,000
Median % change year-on-year +10.00% -9.09% +4.76%
75th Percentile £71,250 £66,250 £71,063
90th Percentile £85,000 £82,500 £85,000
England median annual salary £60,000 £55,000 £65,000
% change year-on-year +9.09% -15.38% +4.00%

Reference Data
Job Vacancy Trend in the North of England

Job postings citing Reference Data as a proportion of all IT jobs advertised in the North of England.

Job vacancy trend for Reference Data in the North of England

Reference Data
Salary Trend in the North of England

3-month moving average salary quoted in jobs citing Reference Data in the North of England.

Salary trend for Reference Data in the North of England

Reference Data
Salary Histogram in the North of England

Salary distribution for jobs citing Reference Data in the North of England over the 6 months to 9 May 2025.

Salary histogram for Reference Data in the North of England

Reference Data
Job Locations in the North of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Reference Data within the North of England region over the 6 months to 9 May 2025. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
North East - 5 £70,000 -
North West +14 2 - - 1
Yorkshire - 1 £46,500 -
Reference Data
England

Reference Data
Co-occurring Skills and Capabilities in the North of England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 5 (62.50%) Jupyter
Applications
1 5 (62.50%) Microsoft Excel
Business Applications
1 5 (62.50%) Markit EDM
Cloud Services
1 5 (62.50%) Azure
Database & Business Intelligence
1 5 (62.50%) Data Lake
1 5 (62.50%) Dremio
1 5 (62.50%) Tableau
2 2 (25.00%) Big Data
2 2 (25.00%) MongoDB
3 1 (12.50%) BusinessObjects
3 1 (12.50%) Metadata
3 1 (12.50%) SAP Data Services
General
1 5 (62.50%) Back Office
1 5 (62.50%) Finance
1 5 (62.50%) Marketing
2 2 (25.00%) Banking
3 1 (12.50%) Social Skills
Job Titles
1 5 (62.50%) Analyst
1 5 (62.50%) Data Analyst
2 2 (25.00%) Software Engineer
3 1 (12.50%) Lead
Libraries, Frameworks & Software Standards
1 2 (25.00%) gRPC
1 2 (25.00%) Kafka
Miscellaneous
1 5 (62.50%) Equities
1 5 (62.50%) Onboarding
2 2 (25.00%) Data Structures
2 2 (25.00%) Distributed Systems
2 2 (25.00%) Public Cloud
2 2 (25.00%) Replication
Processes & Methodologies
1 5 (62.50%) Asset Management
1 5 (62.50%) Computer Science
1 5 (62.50%) Data Analysis
1 5 (62.50%) Knowledge Management
1 5 (62.50%) Root Cause Analysis
1 5 (62.50%) Visualisation
2 2 (25.00%) Business Agility
2 2 (25.00%) Code Quality
2 2 (25.00%) Concurrent Programming
2 2 (25.00%) High Availability
2 2 (25.00%) Microservices
2 2 (25.00%) Multithreading
2 2 (25.00%) SOA
2 2 (25.00%) Software Delivery
2 2 (25.00%) Software Engineering
2 2 (25.00%) TDD
2 2 (25.00%) Test Automation
2 2 (25.00%) Unit Testing
3 1 (12.50%) Continuous Improvement
3 1 (12.50%) Data Governance
Programming Languages
1 5 (62.50%) Python
1 5 (62.50%) SQL
2 2 (25.00%) C#
2 2 (25.00%) Java
Qualifications
1 5 (62.50%) Degree
Quality Assurance & Compliance
1 6 (75.00%) Data Quality
Systems Management
1 2 (25.00%) Kubernetes
1 2 (25.00%) Terraform
Vendors
1 5 (62.50%) Bloomberg
1 5 (62.50%) Databricks
1 5 (62.50%) Reuters
2 1 (12.50%) SAP