Period
to 25 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the West Midlands 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 25 November 2017 with a comparison to the same period in the previous 2 years.

Data Integration
England > West Midlands
6 months to
25 Nov 2017
Same period 2016 Same period 2015
Rank 262 304 241
Rank change year-on-year +42 -63 +15
Permanent jobs citing Data Integration 54 33 81
As % of all permanent IT jobs advertised in the West Midlands 0.54% 0.29% 0.74%
As % of the Processes & Methodologies category 0.60% 0.32% 0.85%
Number of salaries quoted 56 27 70
West Midlands median annual salary £70,000 £55,000 £55,000
Median salary % change year-on-year +27.27% - -15.38%
10th Percentile £34,375 £32,500 £39,149
90th Percentile £75,000 £72,500 £73,000
England median annual salary £57,500 £57,500 £55,000
% change year-on-year - +4.55% -4.35%

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 the West Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
West Midlands
Permanent vacancies with a requirement for process or methodology skills 8953 10196 9559
As % of all permanent IT jobs advertised in the West Midlands 88.92% 89.21% 87.68%
Number of salaries quoted 7236 7971 7905
West Midlands median annual salary £40,000 £40,000 £40,000
10th Percentile £25,500 £25,000 £24,750
90th Percentile £65,000 £63,750 £65,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Integration
Job Vacancy Trend in the West Midlands

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

Job vacancy trend for Data Integration in the West Midlands

Data Integration
Salary Trend in the West Midlands

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

Salary trend for Data Integration in the West Midlands

Data Integration
Salary Histogram in the West Midlands

The salary distribution of IT jobs citing Data Integration in the West Midlands over the 6 months to 25 November 2017.

Salary histogram for Data Integration in the West Midlands

Data Integration
Job Locations in the West Midlands

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 Midlands region over the 6 months to 25 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
Birmingham +52 45 £70,000 +16.67% 2
Warwickshire - 4 £32,500 -
Staffordshire +11 3 £35,000 -30.00%
Coventry +6 1 £27,500 -17.60% 1
Worcestershire - 1 £47,500 -
Data Integration
England

For the 6 months to 25 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 Midlands region with a requirement for Data Integration.

1 47 (87.04%) Data Warehouse
2 38 (70.37%) Business Intelligence
3 37 (68.52%) Analytics
4 32 (59.26%) Finance
5 31 (57.41%) Migration
5 31 (57.41%) Data Migration
5 31 (57.41%) Presales
6 30 (55.56%) ArchiMate
6 30 (55.56%) UML
6 30 (55.56%) TOGAF
7 29 (53.70%) Stakeholder Management
7 29 (53.70%) Management Information System
8 28 (51.85%) Infrastructure Management
8 28 (51.85%) Data Acquisition
8 28 (51.85%) Data Ingestion
8 28 (51.85%) Banking
8 28 (51.85%) Asset Management
9 14 (25.93%) SQL
10 12 (22.22%) Data Modelling
11 10 (18.52%) SQL Server
12 9 (16.67%) ETL
13 7 (12.96%) Microsoft
13 7 (12.96%) Oracle
13 7 (12.96%) SQL Server Integration Services
13 7 (12.96%) Analytical Skills
14 6 (11.11%) SDLC
14 6 (11.11%) Logical Data Model
14 6 (11.11%) Physical Data Model
14 6 (11.11%) Data Quality
14 6 (11.11%) T-SQL

Data Integration
Co-occurring IT Skills in the West Midlands 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 (3.70%) SharePoint
2 1 (1.85%) Apache
2 1 (1.85%) Apache Spark
2 1 (1.85%) Oracle Workflow
2 1 (1.85%) WordPress
Applications
1 2 (3.70%) Microsoft Excel
2 1 (1.85%) Microsoft Office
2 1 (1.85%) Microsoft PowerPoint
Business Applications
1 2 (3.70%) Dynamics CRM
2 1 (1.85%) Oracle BPM
2 1 (1.85%) Oracle ERP
Cloud Services
1 2 (3.70%) Microsoft Azure
1 2 (3.70%) SaaS
2 1 (1.85%) Azure Data Factory
2 1 (1.85%) Cortana Intelligence Suite
Communications & Networking
1 1 (1.85%) SAN
Database & Business Intelligence
1 47 (87.04%) Data Warehouse
2 10 (18.52%) SQL Server
3 7 (12.96%) SQL Server Integration Services
4 4 (7.41%) Data Mining
5 3 (5.56%) Data Mart
5 3 (5.56%) DB2
5 3 (5.56%) IBM PureData
5 3 (5.56%) Relational Database
5 3 (5.56%) SQL Server Reporting Services
6 2 (3.70%) Azure SQL Database
6 2 (3.70%) Big Data
6 2 (3.70%) Cognos Report Studio
6 2 (3.70%) DataStage
6 2 (3.70%) DecisionStream
6 2 (3.70%) Hadoop
6 2 (3.70%) IBM InfoSphere
6 2 (3.70%) MySQL
6 2 (3.70%) RDBMS
7 1 (1.85%) DTS
7 1 (1.85%) Star Schema
Development Applications
1 3 (5.56%) Talend Open Studio
2 1 (1.85%) Eclipse
2 1 (1.85%) Team Foundation Server
2 1 (1.85%) Visual Studio
2 1 (1.85%) Visual Studio Team System
General
1 32 (59.26%) Finance
2 28 (51.85%) Banking
Job Titles
1 35 (64.81%) Architect
2 31 (57.41%) Data Architect
3 29 (53.70%) Senior Architect
3 29 (53.70%) Senior Data Architect
4 28 (51.85%) Infrastructure Architect
4 28 (51.85%) Infrastructure Solutions Architect
4 28 (51.85%) Senior Infrastructure Architect
4 28 (51.85%) Senior Solutions Architect
4 28 (51.85%) Solutions Architect
5 10 (18.52%) Developer
6 5 (9.26%) Business Intelligence Developer
7 4 (7.41%) Analyst
7 4 (7.41%) Consultant
7 4 (7.41%) SQL Developer
8 3 (5.56%) Database Developer
9 2 (3.70%) Analytics Consultant
9 2 (3.70%) Data Analytics Consultant
9 2 (3.70%) Data Scientist
9 2 (3.70%) Enterprise Architect
9 2 (3.70%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 4 (7.41%) Web Services
2 3 (5.56%) REST
3 2 (3.70%) CSS
3 2 (3.70%) JSON
3 2 (3.70%) SOAP
3 2 (3.70%) XML
4 1 (1.85%) .NET
4 1 (1.85%) .NET Framework
4 1 (1.85%) Ajax
4 1 (1.85%) AngularJS
4 1 (1.85%) ASP.NET
4 1 (1.85%) HTML
4 1 (1.85%) jQuery
4 1 (1.85%) Twitter Bootstrap
4 1 (1.85%) XHTML
4 1 (1.85%) XSL
4 1 (1.85%) XSLT
Miscellaneous
1 29 (53.70%) Management Information System
2 7 (12.96%) Analytical Skills
3 2 (3.70%) User Experience
4 1 (1.85%) Computer Science
Processes & Methodologies
1 38 (70.37%) Business Intelligence
2 37 (68.52%) Analytics
3 31 (57.41%) Data Migration
3 31 (57.41%) Migration
3 31 (57.41%) Presales
4 30 (55.56%) ArchiMate
4 30 (55.56%) TOGAF
4 30 (55.56%) UML
5 29 (53.70%) Stakeholder Management
6 28 (51.85%) Asset Management
6 28 (51.85%) Data Acquisition
6 28 (51.85%) Data Ingestion
6 28 (51.85%) Infrastructure Management
7 12 (22.22%) Data Modelling
8 9 (16.67%) ETL
9 6 (11.11%) Logical Data Model
9 6 (11.11%) Physical Data Model
9 6 (11.11%) SDLC
10 5 (9.26%) Data Architecture
10 5 (9.26%) Dimensional Modelling
Programming Languages
1 14 (25.93%) SQL
2 6 (11.11%) T-SQL
3 3 (5.56%) Java
4 2 (3.70%) PHP
4 2 (3.70%) Python
4 2 (3.70%) VB
5 1 (1.85%) C
5 1 (1.85%) C#
5 1 (1.85%) C++
5 1 (1.85%) JavaScript
5 1 (1.85%) MATLAB
5 1 (1.85%) PowerShell
5 1 (1.85%) VB.NET
5 1 (1.85%) XPath
Qualifications
1 2 (3.70%) Degree
2 1 (1.85%) SC Cleared
2 1 (1.85%) Security Cleared
Quality Assurance & Compliance
1 6 (11.11%) Data Quality
2 2 (3.70%) QA
3 1 (1.85%) SLA
System Software
1 1 (1.85%) VMware Infrastructure
Systems Management
1 1 (1.85%) Oracle Enterprise Manager
Vendors
1 7 (12.96%) Microsoft
1 7 (12.96%) Oracle
2 5 (9.26%) Cognos
2 5 (9.26%) IBM
3 3 (5.56%) Talend
4 1 (1.85%) Capita
4 1 (1.85%) Informatica
4 1 (1.85%) SolarWinds
4 1 (1.85%) VMware