Period
to 23 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for Data Integration skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Integration over the 6 months to 23 January 2018 with a comparison to the same period in the previous 2 years.

Data Integration
England > Yorkshire
6 months to
23 Jan 2018
Same period 2017 Same period 2016
Rank 244 244 274
Rank change year-on-year 0 +30 -4
Permanent jobs citing Data Integration 66 76 80
As % of all permanent IT jobs advertised in Yorkshire 0.68% 0.71% 0.64%
As % of the Processes & Methodologies category 0.75% 0.79% 0.71%
Number of salaries quoted 55 76 67
Yorkshire median annual salary £50,000 £45,000 £50,000
Median salary % change year-on-year +11.11% -10.00% -
10th Percentile £40,000 £31,250 £33,750
90th Percentile £75,000 £73,750 £75,000
England median annual salary £57,500 £57,500 £55,000
% change year-on-year - +4.55% -

Data Integration is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Permanent vacancies with a requirement for process or methodology skills 8,807 9,654 11,248
As % of all permanent IT jobs advertised in Yorkshire 90.40% 89.69% 89.79%
Number of salaries quoted 7,486 8,164 9,235
Yorkshire median annual salary £42,500 £41,500 £40,000
Median salary % change year-on-year +2.41% +3.75% -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £60,000 £62,000 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Integration
Job Vacancy Trend in Yorkshire

Job postings citing Data Integration as a percentage of all IT jobs advertised in Yorkshire.

Job vacancy trend for Data Integration in Yorkshire

Data Integration
Salary Trend in Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Integration in Yorkshire.

Salary trend for Data Integration in Yorkshire

Data Integration
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Data Integration in Yorkshire over the 6 months to 23 January 2018.

Salary histogram for Data Integration in Yorkshire

Data Integration
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Integration within the Yorkshire region over the 6 months to 23 January 2018. 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
West Yorkshire -11 34 £45,000 -10.00% 1
East Yorkshire - 14 £51,250 -
South Yorkshire +12 10 £55,000 +22.22%
North Yorkshire +17 7 £38,000 +38.18% 1
Data Integration
England

For the 6 months to 23 January 2018, IT jobs citing Data Integration 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 Yorkshire region with a requirement for Data Integration.

1 42 (63.64%) Data Warehouse
2 41 (62.12%) ETL
2 41 (62.12%) SQL
3 35 (53.03%) SQL Server
4 32 (48.48%) Business Intelligence
4 32 (48.48%) SQL Server Integration Services
5 27 (40.91%) Microsoft
6 22 (33.33%) SQL Server Reporting Services
7 21 (31.82%) Migration
8 20 (30.30%) CRM
8 20 (30.30%) Visual Studio
8 20 (30.30%) Analytics
9 19 (28.79%) Java
10 17 (25.76%) ERP
11 16 (24.24%) Oracle
11 16 (24.24%) Data Governance
11 16 (24.24%) Data Quality
12 15 (22.73%) SAP
12 15 (22.73%) SQL Server Analysis Services
13 14 (21.21%) Advertising
13 14 (21.21%) Data Modelling
13 14 (21.21%) Enterprise Data Warehouse
14 13 (19.70%) Agile Software Development
15 12 (18.18%) Games
15 12 (18.18%) Team Foundation Server
15 12 (18.18%) C#
15 12 (18.18%) Talend
15 12 (18.18%) Tableau
16 10 (15.15%) Web Services
16 10 (15.15%) TOGAF

Data Integration
Co-occurring IT Skills in Yorkshire 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:

Application Platforms
1 1 (1.52%) SAS
1 1 (1.52%) SharePoint
Business Applications
1 7 (10.61%) Dynamics CRM
1 7 (10.61%) SAP Hybris
2 2 (3.03%) SAP Retail
Cloud Services
1 1 (1.52%) Cortana Intelligence Suite
1 1 (1.52%) Microsoft Azure
Communications & Networking
1 1 (1.52%) SMS
Database & Business Intelligence
1 42 (63.64%) Data Warehouse
2 35 (53.03%) SQL Server
3 32 (48.48%) SQL Server Integration Services
4 22 (33.33%) SQL Server Reporting Services
5 15 (22.73%) SQL Server Analysis Services
6 14 (21.21%) Enterprise Data Warehouse
7 9 (13.64%) SQL Server 2012
7 9 (13.64%) SQL Server 2014
8 8 (12.12%) OLAP
9 6 (9.09%) MySQL
9 6 (9.09%) OLTP
10 5 (7.58%) SAP HANA
11 4 (6.06%) Relational Database
12 3 (4.55%) Big Data
13 2 (3.03%) Cognos Report Studio
13 2 (3.03%) DB2
13 2 (3.03%) IBM InfoSphere
13 2 (3.03%) MarkLogic
13 2 (3.03%) RDBMS
13 2 (3.03%) SQL Server 2016
Development Applications
1 20 (30.30%) Visual Studio
2 12 (18.18%) Team Foundation Server
3 4 (6.06%) ERwin
4 1 (1.52%) Eclipse
General
1 14 (21.21%) Advertising
2 12 (18.18%) Games
3 7 (10.61%) Finance
4 2 (3.03%) Banking
4 2 (3.03%) Legal
4 2 (3.03%) Publishing
4 2 (3.03%) Retail
5 1 (1.52%) Financial Institution
5 1 (1.52%) Law
Job Titles
1 28 (42.42%) Developer
2 21 (31.82%) ETL Developer
3 19 (28.79%) Architect
4 15 (22.73%) Data Architect
5 12 (18.18%) SQL Developer
6 8 (12.12%) Business Intelligence Developer
6 8 (12.12%) SSIS Developer
7 5 (7.58%) Data Integration Architect
7 5 (7.58%) Integration Architect
8 4 (6.06%) Data Manager
8 4 (6.06%) Senior Software Engineer
8 4 (6.06%) Software Engineer
8 4 (6.06%) SQL BI Developer
9 3 (4.55%) .NET Developer
9 3 (4.55%) C# .NET Developer
9 3 (4.55%) C# Developer
9 3 (4.55%) Consultant
10 2 (3.03%) Administrator
10 2 (3.03%) DBA
10 2 (3.03%) Solutions Architect
Libraries, Frameworks & Software Standards
1 10 (15.15%) Web Services
2 7 (10.61%) XML
3 6 (9.09%) Middleware
4 3 (4.55%) .NET
4 3 (4.55%) REST
Miscellaneous
1 9 (13.64%) Analytical Skills
1 9 (13.64%) Enterprise Software
2 5 (7.58%) Data Protection Act
3 4 (6.06%) Taxonomies
4 3 (4.55%) Hybrid Cloud
4 3 (4.55%) Management Information System
4 3 (4.55%) N-Tier
Processes & Methodologies
1 41 (62.12%) ETL
2 32 (48.48%) Business Intelligence
3 21 (31.82%) Migration
4 20 (30.30%) Analytics
4 20 (30.30%) CRM
5 17 (25.76%) ERP
6 16 (24.24%) Data Governance
7 14 (21.21%) Data Modelling
8 13 (19.70%) Agile Software Development
9 10 (15.15%) TOGAF
10 9 (13.64%) Data Architecture
11 8 (12.12%) ArchiMate
11 8 (12.12%) Data Management
12 7 (10.61%) Data Strategy
12 7 (10.61%) E-Commerce
12 7 (10.61%) OO
13 6 (9.09%) Data Protection
13 6 (9.09%) Dimensional Modelling
13 6 (9.09%) Master Data Management
13 6 (9.09%) Prototyping
Programming Languages
1 41 (62.12%) SQL
2 19 (28.79%) Java
3 12 (18.18%) C#
4 6 (9.09%) PL/SQL
5 5 (7.58%) T-SQL
6 4 (6.06%) Apex Code
7 2 (3.03%) ABAP
8 1 (1.52%) PowerShell
Qualifications
1 1 (1.52%) Computer Science Degree
1 1 (1.52%) Degree
1 1 (1.52%) SC Cleared
1 1 (1.52%) Security Cleared
Quality Assurance & Compliance
1 16 (24.24%) Data Quality
2 2 (3.03%) GDPR
2 2 (3.03%) ISO/IEC 27001
2 2 (3.03%) QA
3 1 (1.52%) SLA
System Software
1 1 (1.52%) VMware Infrastructure
Vendors
1 27 (40.91%) Microsoft
2 16 (24.24%) Oracle
3 15 (22.73%) SAP
4 12 (18.18%) Tableau
4 12 (18.18%) Talend
5 7 (10.61%) hybris
5 7 (10.61%) Informatica
5 7 (10.61%) Salesforce.com
6 2 (3.03%) Cognos
6 2 (3.03%) IBM
7 1 (1.52%) Capita
7 1 (1.52%) VMware