Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Cheshire 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
North West > Cheshire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 160 134 179
Rank change year-on-year -26 +45 -5
Permanent jobs citing Data Integration 17 14 2
As % of all permanent IT jobs advertised in Cheshire 0.55% 0.62% 0.062%
As % of the Processes & Methodologies category 0.62% 0.71% 0.070%
Number of salaries quoted 11 12 0
Cheshire median annual salary £65,000 £51,250 -
Median salary % change year-on-year +26.83% - -
North West median annual salary £56,250 £37,500 £45,000
% change year-on-year +50.00% -16.67% -21.74%

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 Cheshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Cheshire
Permanent vacancies with a requirement for process or methodology skills 2726 1981 2855
As % of all permanent IT jobs advertised in Cheshire 88.74% 87.46% 88.39%
Number of salaries quoted 2052 1675 2416
Cheshire median annual salary £45,000 £37,500 £40,000
Median salary % change year-on-year +20.00% -6.25% -
10th Percentile £26,250 £22,500 £22,500
90th Percentile £65,000 £60,000 £60,000
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +1.27%

Data Integration
Job Vacancy Trend in Cheshire

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

Job vacancy trend for Data Integration in Cheshire

Data Integration
Salary Trend in Cheshire

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

Salary trend for Data Integration in Cheshire

Data Integration
Salary Histogram in Cheshire

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

Salary histogram for Data Integration in Cheshire

Data Integration
Job Locations in Cheshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Integration within the Cheshire 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
Knutsford - 5 - -
Warrington -3 3 £51,250 -10.87%
Data Integration
North West

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 Cheshire region with a requirement for Data Integration.

1 10 (58.82%) Data Management
2 9 (52.94%) Data Quality
2 9 (52.94%) Business Intelligence
2 9 (52.94%) Finance
3 8 (47.06%) SQL Server
4 7 (41.18%) Microsoft
4 7 (41.18%) Oracle
4 7 (41.18%) Banking
5 6 (35.29%) Data Analysis
5 6 (35.29%) Web Services
5 6 (35.29%) Master Data Management
6 5 (29.41%) Logical Data Model
6 5 (29.41%) Physical Data Model
6 5 (29.41%) XML
6 5 (29.41%) UML
6 5 (29.41%) Data Warehouse
6 5 (29.41%) EAI
6 5 (29.41%) Data Modelling
6 5 (29.41%) Star Schema
6 5 (29.41%) Semantic Web
6 5 (29.41%) Technical Architecture
6 5 (29.41%) ERD
7 4 (23.53%) Big Data
7 4 (23.53%) Big Data Analytics
7 4 (23.53%) Data Analytics
7 4 (23.53%) Business Analytics
7 4 (23.53%) Analytics
7 4 (23.53%) Service Management
7 4 (23.53%) TOGAF
7 4 (23.53%) Information Management

Data Integration
Co-occurring IT Skills in Cheshire 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 (11.76%) BizTalk Server
1 2 (11.76%) WordPress
Database & Business Intelligence
1 8 (47.06%) SQL Server
2 5 (29.41%) Data Warehouse
2 5 (29.41%) Star Schema
3 4 (23.53%) Big Data
4 1 (5.88%) Oracle Database
4 1 (5.88%) Pentaho
4 1 (5.88%) PowerCenter
General
1 9 (52.94%) Finance
2 7 (41.18%) Banking
3 1 (5.88%) Investment Banking
3 1 (5.88%) Law
3 1 (5.88%) Retail
Job Titles
1 9 (52.94%) Architect
2 5 (29.41%) Data Architect
3 4 (23.53%) Solutions Architect
4 2 (11.76%) Developer
4 2 (11.76%) Lead Developer
4 2 (11.76%) Lead Software Developer
4 2 (11.76%) Software Developer
5 1 (5.88%) Agile Delivery Manager
5 1 (5.88%) Agile Scrum Master
5 1 (5.88%) Data Engineer
5 1 (5.88%) Data Migration Engineer
5 1 (5.88%) Delivery Manager
5 1 (5.88%) IT Manager
5 1 (5.88%) IT Programme Manager
5 1 (5.88%) IT Security Manager
5 1 (5.88%) Migration Engineer
5 1 (5.88%) Programme Manager
5 1 (5.88%) Scrum Master
5 1 (5.88%) Security Manager
5 1 (5.88%) Technical Leader
Libraries, Frameworks & Software Standards
1 6 (35.29%) Web Services
2 5 (29.41%) XML
3 2 (11.76%) .NET
4 1 (5.88%) EDI
Miscellaneous
1 5 (29.41%) Semantic Web
2 4 (23.53%) Social Media
3 3 (17.65%) Computer Science
4 2 (11.76%) Greenfield Project
Operating Systems
1 2 (11.76%) Unix
2 1 (5.88%) Linux
2 1 (5.88%) Windows
Processes & Methodologies
1 10 (58.82%) Data Management
2 9 (52.94%) Business Intelligence
3 6 (35.29%) Data Analysis
3 6 (35.29%) Master Data Management
4 5 (29.41%) Data Modelling
4 5 (29.41%) EAI
4 5 (29.41%) ERD
4 5 (29.41%) Logical Data Model
4 5 (29.41%) Physical Data Model
4 5 (29.41%) Technical Architecture
4 5 (29.41%) UML
5 4 (23.53%) Data Governance
5 4 (23.53%) Information Management
5 4 (23.53%) OOA/OOD
5 4 (23.53%) OOP
5 4 (23.53%) Performance Management
5 4 (23.53%) SDLC
5 4 (23.53%) Service Management
5 4 (23.53%) SOA
5 4 (23.53%) TOGAF
Programming Languages
1 2 (11.76%) PHP
1 2 (11.76%) SQL
2 1 (5.88%) Shell Script
Qualifications
1 3 (17.65%) Computer Science Degree
1 3 (17.65%) Degree
Quality Assurance & Compliance
1 9 (52.94%) Data Quality
Vendors
1 7 (41.18%) Microsoft
1 7 (41.18%) Oracle
2 4 (23.53%) Cognizant
3 1 (5.88%) Ab Initio
3 1 (5.88%) Informatica