Period
to 17 November 2017

The table below looks at the prevalence of the term Reference Data in permanent job vacancies advertised in the East of England. Included is a benchmarking guide to the salaries offered in vacancies that have cited Reference Data over the 6 months to 17 November 2017 with a comparison to the same period over the previous 2 years.

Reference Data
England > East of England
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 335 - 395
Rank change year-on-year - +395 -3
Permanent jobs citing Reference Data 19 0 4
As % of all permanent IT jobs advertised in the East of England 0.16% - 0.026%
As % of the Miscellaneous category 0.35% - 0.064%
Number of salaries quoted 7 0 4
East of England median annual salary £60,000 - £58,750
10th Percentile £46,500 - £53,750
90th Percentile £65,000 - £62,500
England median annual salary £65,000 £70,000 £62,500
% change year-on-year -7.14% +12.00% -16.67%

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

All Generic IT Skills
East of England
Permanent vacancies with a requirement for generic IT skills 5418 5329 6279
As % of all permanent IT jobs advertised in the East of England 45.09% 40.19% 40.82%
Number of salaries quoted 4278 4321 5035
East of England median annual salary £46,000 £45,000 £42,500
Median salary % change year-on-year +2.22% +5.88% +1.19%
10th Percentile £26,250 £25,000 £25,000
90th Percentile £71,250 £70,000 £66,250
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +3.26%

Reference Data
Job Vacancy Trend in the East of England

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

Job vacancy trend for Reference Data in the East of England

Reference Data
Salary Trend in the East of England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Reference Data in the East of England.

Salary trend for Reference Data in the East of England

Reference Data
Salary Histogram in the East of England

The salary distribution of IT jobs citing Reference Data in the East of England over the 6 months to 17 November 2017.

Salary histogram for Reference Data in the East of England

Reference Data
Job Locations in the East 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 East of England region over the 6 months to 17 November 2017. 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
Job
Vacancies
Cambridgeshire - 13 £40,000 -
Hertfordshire - 3 £65,000 -
Suffolk - 3 £60,000 -
Reference Data
England

For the 6 months to 17 November 2017, IT jobs citing Reference Data also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the East of England region with a requirement for Reference Data.

1 12 (63.16%) Broadcast Engineering
2 7 (36.84%) Finance
3 5 (26.32%) Agile Software Development
3 5 (26.32%) Waterfall
4 4 (21.05%) SQL
5 3 (15.79%) J2EE
5 3 (15.79%) Oracle
5 3 (15.79%) XML
5 3 (15.79%) Java
5 3 (15.79%) PL/SQL
5 3 (15.79%) SLA
5 3 (15.79%) Hibernate
5 3 (15.79%) Spring
5 3 (15.79%) Java EE
5 3 (15.79%) Data Governance
5 3 (15.79%) Analytics
5 3 (15.79%) Mentoring
5 3 (15.79%) Defect Management
5 3 (15.79%) Customer Requirements
6 2 (10.53%) PMO
6 2 (10.53%) QA
6 2 (10.53%) CheckPoint
6 2 (10.53%) Trillium
6 2 (10.53%) Data Quality
7 1 (5.26%) Resource Allocation
7 1 (5.26%) GDPR
7 1 (5.26%) Business Intelligence
7 1 (5.26%) IBM
7 1 (5.26%) Microsoft
7 1 (5.26%) ISEB

Reference Data
Co-occurring IT Skills in the East of England 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:

Applications
1 1 (5.26%) Microsoft Excel
Cloud Services
1 1 (5.26%) IBM Blueworks
Database & Business Intelligence
1 1 (5.26%) Data Warehouse
Development Applications
1 1 (5.26%) Team Foundation Server
General
1 7 (36.84%) Finance
2 1 (5.26%) Billing
Job Titles
1 12 (63.16%) Broadcast Engineer
2 3 (15.79%) Developer
2 3 (15.79%) Java Developer
3 2 (10.53%) Analyst
3 2 (10.53%) Project Manager
4 1 (5.26%) Business Analyst
4 1 (5.26%) Business Intelligence Analyst
4 1 (5.26%) Business Intelligence Data Analyst
4 1 (5.26%) Data Analyst
4 1 (5.26%) Data Business Analyst
4 1 (5.26%) Data Governance Analyst
4 1 (5.26%) Data Governance Manager
4 1 (5.26%) Governance Manager
4 1 (5.26%) IT Manager
4 1 (5.26%) IT Project Manager
4 1 (5.26%) Project Governance Manager
Libraries, Frameworks & Software Standards
1 3 (15.79%) Hibernate
1 3 (15.79%) J2EE
1 3 (15.79%) Java EE
1 3 (15.79%) Spring
1 3 (15.79%) XML
Miscellaneous
1 1 (5.26%) Analytical Skills
1 1 (5.26%) User Experience
Processes & Methodologies
1 12 (63.16%) Broadcast Engineering
2 5 (26.32%) Agile Software Development
2 5 (26.32%) Waterfall
3 3 (15.79%) Analytics
3 3 (15.79%) Customer Requirements
3 3 (15.79%) Data Governance
3 3 (15.79%) Defect Management
3 3 (15.79%) Mentoring
4 1 (5.26%) Actionable Insight
4 1 (5.26%) Business Analysis
4 1 (5.26%) Dashboard Development
4 1 (5.26%) Data Strategy
4 1 (5.26%) Logical Data Model
4 1 (5.26%) Matrix Organization
4 1 (5.26%) Physical Data Model
4 1 (5.26%) PRINCE2
4 1 (5.26%) Resource Allocation
4 1 (5.26%) Scrum-ban
4 1 (5.26%) Sequence Diagram
4 1 (5.26%) Test Strategy
Programming Languages
1 4 (21.05%) SQL
2 3 (15.79%) Java
2 3 (15.79%) PL/SQL
Qualifications
1 1 (5.26%) APMP
1 1 (5.26%) Degree
1 1 (5.26%) ISEB
1 1 (5.26%) PRINCE2 Certification
Quality Assurance & Compliance
1 3 (15.79%) SLA
2 2 (10.53%) Data Quality
2 2 (10.53%) PMO
2 2 (10.53%) QA
3 1 (5.26%) GDPR
Vendors
1 3 (15.79%) Oracle
2 2 (10.53%) CheckPoint
2 2 (10.53%) Trillium
3 1 (5.26%) IBM
3 1 (5.26%) Microsoft
3 1 (5.26%) Planview
3 1 (5.26%) Tableau