Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in West 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 November 2017 with a comparison to the same period in the previous 2 years.

Data Integration
Yorkshire > West Yorkshire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 225 203 263
Rank change year-on-year -22 +60 -3
Permanent jobs citing Data Integration 37 76 54
As % of all permanent IT jobs advertised in West Yorkshire 0.54% 0.99% 0.59%
As % of the Processes & Methodologies category 0.59% 1.08% 0.64%
Number of salaries quoted 31 71 34
West Yorkshire median annual salary £45,000 £51,000 £37,500
Median salary % change year-on-year -11.76% +36.00% -37.50%
10th Percentile £36,250 £41,250 £23,750
90th Percentile £67,500 £82,500 £83,000
Yorkshire median annual salary £45,000 £50,000 £42,500
% change year-on-year -10.00% +17.65% -6.59%

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 West Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
West Yorkshire
Permanent vacancies with a requirement for process or methodology skills 6241 7021 8375
As % of all permanent IT jobs advertised in West Yorkshire 91.50% 91.26% 91.00%
Number of salaries quoted 5245 6016 6720
West Yorkshire median annual salary £42,500 £42,500 £42,000
Median salary % change year-on-year - +1.19% +5.00%
10th Percentile £26,750 £26,750 £26,250
90th Percentile £61,900 £65,000 £60,000
Yorkshire median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% +1.27%

Data Integration
Job Vacancy Trend in West Yorkshire

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

Job vacancy trend for Data Integration in West Yorkshire

Data Integration
Salary Trend in West Yorkshire

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

Salary trend for Data Integration in West Yorkshire

Data Integration
Salary Histogram in West Yorkshire

The salary distribution of IT jobs citing Data Integration in West Yorkshire over the 6 months to 23 November 2017.

Salary histogram for Data Integration in West Yorkshire

Data Integration
Job Locations in West 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 West Yorkshire region over the 6 months to 23 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
Leeds -2 30 £45,000 -10.00% 1
Bingley - 4 £37,500 -
Wakefield +10 2 £32,500 -
Data Integration
Yorkshire

For the 6 months to 23 November 2017, IT jobs citing Data Integration 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 West Yorkshire region with a requirement for Data Integration.

1 34 (91.89%) SQL Server
2 32 (86.49%) SQL
2 32 (86.49%) Microsoft
3 28 (75.68%) SQL Server Integration Services
4 27 (72.97%) ETL
5 23 (62.16%) Data Warehouse
6 22 (59.46%) Business Intelligence
7 18 (48.65%) SQL Server Analysis Services
7 18 (48.65%) Java
8 16 (43.24%) Visual Studio
8 16 (43.24%) Advertising
9 15 (40.54%) C#
10 14 (37.84%) Analytics
11 12 (32.43%) Agile Software Development
11 12 (32.43%) SQL Server Reporting Services
12 11 (29.73%) Games
13 10 (27.03%) Big Data
14 9 (24.32%) Migration
15 8 (21.62%) Talend
15 8 (21.62%) Tableau
15 8 (21.62%) Talend Open Studio
15 8 (21.62%) Team Foundation Server
15 8 (21.62%) Low Latency
15 8 (21.62%) Analytical Skills
15 8 (21.62%) Enterprise Data Warehouse
15 8 (21.62%) SDLC
15 8 (21.62%) SQL Server 2016
16 7 (18.92%) SQL Server 2014
16 7 (18.92%) SQL Server 2012
16 7 (18.92%) Dynamics CRM

Data Integration
Co-occurring IT Skills in West 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 2 (5.41%) SharePoint
2 1 (2.70%) SAS
Business Applications
1 7 (18.92%) Dynamics CRM
Cloud Services
1 2 (5.41%) Cortana Intelligence Suite
1 2 (5.41%) Microsoft Azure
Database & Business Intelligence
1 34 (91.89%) SQL Server
2 28 (75.68%) SQL Server Integration Services
3 23 (62.16%) Data Warehouse
4 18 (48.65%) SQL Server Analysis Services
5 12 (32.43%) SQL Server Reporting Services
6 10 (27.03%) Big Data
7 8 (21.62%) Enterprise Data Warehouse
7 8 (21.62%) SQL Server 2016
8 7 (18.92%) SQL Server 2012
8 7 (18.92%) SQL Server 2014
9 5 (13.51%) Relational Database
10 3 (8.11%) RDBMS
11 2 (5.41%) Cognos Report Studio
11 2 (5.41%) Data Lake
11 2 (5.41%) Data Mining
11 2 (5.41%) DataStage
11 2 (5.41%) DB2
11 2 (5.41%) DecisionStream
11 2 (5.41%) MarkLogic
11 2 (5.41%) Power BI
Development Applications
1 16 (43.24%) Visual Studio
2 8 (21.62%) Talend Open Studio
2 8 (21.62%) Team Foundation Server
3 2 (5.41%) SQL Server Management Studio (SSMS)
4 1 (2.70%) Eclipse
General
1 16 (43.24%) Advertising
2 11 (29.73%) Games
3 2 (5.41%) Legal
3 2 (5.41%) Publishing
4 1 (2.70%) Finance
Job Titles
1 28 (75.68%) Developer
2 21 (56.76%) ETL Developer
3 13 (35.14%) SQL Developer
4 12 (32.43%) Business Intelligence Developer
5 8 (21.62%) SSIS Developer
6 4 (10.81%) Consultant
7 2 (5.41%) Administrator
7 2 (5.41%) Analytics Consultant
7 2 (5.41%) Business Consultant
7 2 (5.41%) Business Intelligence Consultant
7 2 (5.41%) Data Analytics Consultant
7 2 (5.41%) Data Governance Analyst
7 2 (5.41%) Data Governance Manager
7 2 (5.41%) Data Manager
7 2 (5.41%) Data Warehouse Consultant
7 2 (5.41%) DBA
7 2 (5.41%) Microsoft Consultant
7 2 (5.41%) Senior Developer
7 2 (5.41%) SQL BI Developer
7 2 (5.41%) SQL DBA
Libraries, Frameworks & Software Standards
1 7 (18.92%) XML
Miscellaneous
1 8 (21.62%) Analytical Skills
2 2 (5.41%) Data Protection Act
2 2 (5.41%) Data Structures
2 2 (5.41%) Management Information System
Processes & Methodologies
1 27 (72.97%) ETL
2 22 (59.46%) Business Intelligence
3 14 (37.84%) Analytics
4 12 (32.43%) Agile Software Development
5 9 (24.32%) Migration
6 8 (21.62%) Low Latency
6 8 (21.62%) SDLC
7 7 (18.92%) CRM
7 7 (18.92%) ERP
8 4 (10.81%) Data Architecture
8 4 (10.81%) Data Modelling
8 4 (10.81%) Performance Tuning
8 4 (10.81%) Use Case
9 3 (8.11%) Data Protection
10 2 (5.41%) Data Analytics
10 2 (5.41%) Data Cleansing
10 2 (5.41%) Data Conversion
10 2 (5.41%) Data Governance
10 2 (5.41%) Data Validation
10 2 (5.41%) Kimball Methodology
Programming Languages
1 32 (86.49%) SQL
2 18 (48.65%) Java
3 15 (40.54%) C#
4 5 (13.51%) T-SQL
Qualifications
1 2 (5.41%) SC Cleared
1 2 (5.41%) Security Cleared
2 1 (2.70%) Computer Science Degree
2 1 (2.70%) Degree
Quality Assurance & Compliance
1 2 (5.41%) Data Quality
1 2 (5.41%) GDPR
1 2 (5.41%) ISO/IEC 27001
1 2 (5.41%) QA
2 1 (2.70%) SLA
Vendors
1 32 (86.49%) Microsoft
2 8 (21.62%) Tableau
2 8 (21.62%) Talend
3 7 (18.92%) SAP
4 3 (8.11%) Oracle
5 2 (5.41%) Cognos
5 2 (5.41%) IBM
6 1 (2.70%) Capita