Period
to

The table below looks at the prevalence of the term Reference Data in permanent job vacancies advertised in the North East. Included is a benchmarking guide to the salaries offered in vacancies that have cited Reference Data over the 6 months to 27 May 2022 with a comparison to the same period over the previous 2 years.

Reference Data
England > North East
6 months to
27 May 2022
Same period 2021 Same period 2020
Rank 109 94 -
Rank change year-on-year -15 - -
Permanent jobs citing Reference Data 1 8 0
As % of all permanent jobs advertised in the North East 0.066% 0.70% -
As % of the Miscellaneous category 0.17% 2.04% -
Number of salaries quoted 0 3 0
Median annual salary (50th Percentile) - £38,500 -
England median annual salary £82,500 £75,000 £108,750
% change year-on-year +10.00% -31.03% +55.36%

Reference Data is in the General and Transferable Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the North East with a requirement for generic IT skills.

All Generic Skills
North East
Permanent vacancies with a requirement for generic IT skills 580 393 350
As % of all permanent IT jobs advertised in the North East 38.21% 34.44% 32.38%
Number of salaries quoted 407 254 275
10th Percentile £22,500 £29,050 £27,500
25th Percentile £31,250 £34,250 £34,750
Median annual salary (50th Percentile) £43,500 £45,000 £42,500
Median % change year-on-year -3.33% +5.88% -
75th Percentile £58,750 £57,500 £51,500
90th Percentile £71,250 £67,500 £60,000
England median annual salary £62,500 £57,500 £57,500
% change year-on-year +8.70% - +4.55%

Reference Data
Job Vacancy Trend in the North East

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

Job vacancy trend for Reference Data in the North East

Reference Data
Salary Trend in the North East

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

Salary trend for Reference Data in the North East

Reference Data
Job Locations in the North East

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 East region over the 6 months to 27 May 2022. 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
Tyne and Wear -11 1 - -
Reference Data
England

For the 6 months to 27 May 2022, IT jobs citing Reference Data also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the North East region with a requirement for Reference Data.

1 1 (100.00%) PL/SQL
1 1 (100.00%) SQL
1 1 (100.00%) T-SQL
1 1 (100.00%) Oracle
1 1 (100.00%) SQL Server
1 1 (100.00%) HND
1 1 (100.00%) Python
1 1 (100.00%) Data Warehouse
1 1 (100.00%) Data Mining
1 1 (100.00%) ETL
1 1 (100.00%) Business Intelligence
1 1 (100.00%) Quality Management
1 1 (100.00%) ITSM
1 1 (100.00%) Data Management
1 1 (100.00%) Data Analysis
1 1 (100.00%) SQL Server Integration Services
1 1 (100.00%) Degree
1 1 (100.00%) JSON
1 1 (100.00%) Data Integration
1 1 (100.00%) NoSQL
1 1 (100.00%) Data Quality
1 1 (100.00%) Change Data Capture
1 1 (100.00%) Master Data Management
1 1 (100.00%) Metadata Management
1 1 (100.00%) Oracle ODI
1 1 (100.00%) Data Structures
1 1 (100.00%) Translating Business Requirements
1 1 (100.00%) Data Lake
1 1 (100.00%) Regulatory Compliance
1 1 (100.00%) Reference Data Management

Reference Data
Co-occurring IT Skills in the North East by Category

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

Database & Business Intelligence
1 1 (100.00%) Data Lake
1 1 (100.00%) Data Mining
1 1 (100.00%) Data Warehouse
1 1 (100.00%) Metadata
1 1 (100.00%) NoSQL
1 1 (100.00%) Oracle ODI
1 1 (100.00%) SQL Server
1 1 (100.00%) SQL Server Integration Services
General
1 1 (100.00%) Police
1 1 (100.00%) Social Skills
Job Titles
1 1 (100.00%) Data Engineer
1 1 (100.00%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 1 (100.00%) JSON
Miscellaneous
1 1 (100.00%) Data Structures
Processes & Methodologies
1 1 (100.00%) Business Intelligence
1 1 (100.00%) Change Data Capture
1 1 (100.00%) Data Analysis
1 1 (100.00%) Data Integration
1 1 (100.00%) Data Management
1 1 (100.00%) Data Science
1 1 (100.00%) Data Strategy
1 1 (100.00%) ETL
1 1 (100.00%) ITSM
1 1 (100.00%) Master Data Management
1 1 (100.00%) Metadata Management
1 1 (100.00%) Quality Management
1 1 (100.00%) Reference Data Management
1 1 (100.00%) Regulatory Compliance
1 1 (100.00%) Translating Business Requirements
Programming Languages
1 1 (100.00%) PL/SQL
1 1 (100.00%) Python
1 1 (100.00%) SQL
1 1 (100.00%) T-SQL
Qualifications
1 1 (100.00%) Degree
1 1 (100.00%) HND
Quality Assurance & Compliance
1 1 (100.00%) Data Quality
Vendors
1 1 (100.00%) Oracle