Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Merseyside 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 > Merseyside
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 79 98 80
Rank change year-on-year +19 -18 +12
Permanent jobs citing Data Integration 13 9 2
As % of all permanent IT jobs advertised in Merseyside 1.31% 0.69% 0.21%
As % of the Processes & Methodologies category 1.45% 0.78% 0.24%
Number of salaries quoted 6 8 0
Merseyside median annual salary £37,000 £35,000 -
Median salary % change year-on-year +5.71% - -
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 Merseyside with a requirement for process or methodology skills.

All Process and Methodology Skills
Merseyside
Permanent vacancies with a requirement for process or methodology skills 895 1159 819
As % of all permanent IT jobs advertised in Merseyside 90.50% 88.47% 87.97%
Number of salaries quoted 674 780 611
Merseyside median annual salary £40,000 £38,625 £40,000
Median salary % change year-on-year +3.56% -3.44% -
10th Percentile £27,261 £26,250 £25,500
90th Percentile £66,175 £57,500 £64,000
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 Merseyside

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

Job vacancy trend for Data Integration in Merseyside

Data Integration
Salary Trend in Merseyside

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

Salary trend for Data Integration in Merseyside

Data Integration
Salary Histogram in Merseyside

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

Salary histogram for Data Integration in Merseyside

Data Integration
Job Locations in Merseyside

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Integration within the Merseyside 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
Wirral +5 5 £37,000 +25.42%
Liverpool +23 1 £50,500 +28.66% 1
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 Merseyside region with a requirement for Data Integration.

1 13 (100.00%) SQL
1 13 (100.00%) SQL Server
1 13 (100.00%) Apache
1 13 (100.00%) ETL
1 13 (100.00%) Hadoop
1 13 (100.00%) Analytics
1 13 (100.00%) Big Data
2 12 (92.31%) Amazon AWS
2 12 (92.31%) Hortonworks
3 11 (84.62%) GitHub
3 11 (84.62%) Bitbucket
3 11 (84.62%) Puppet
3 11 (84.62%) Opscode Chef
3 11 (84.62%) Jenkins
3 11 (84.62%) Ambari
3 11 (84.62%) DevOps
3 11 (84.62%) AWS CloudFormation
3 11 (84.62%) Amazon CloudWatch
3 11 (84.62%) ZABBIX
3 11 (84.62%) Collaborative Working
3 11 (84.62%) Microsoft Azure
3 11 (84.62%) Continuous Integration
3 11 (84.62%) JIRA
3 11 (84.62%) Agile Software Development
3 11 (84.62%) Requirements Management
3 11 (84.62%) Windows
3 11 (84.62%) Linux
3 11 (84.62%) Data Security
3 11 (84.62%) Hibernate
4 7 (53.85%) Manufacturing

Data Integration
Co-occurring IT Skills in Merseyside 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 13 (100.00%) Apache
2 1 (7.69%) Apache Spark
Cloud Services
1 12 (92.31%) Amazon AWS
2 11 (84.62%) Amazon CloudWatch
2 11 (84.62%) AWS CloudFormation
2 11 (84.62%) GitHub
2 11 (84.62%) Microsoft Azure
Database & Business Intelligence
1 13 (100.00%) Big Data
1 13 (100.00%) Hadoop
1 13 (100.00%) SQL Server
2 2 (15.38%) SQL Server Reporting Services
3 1 (7.69%) Data Lake
3 1 (7.69%) Power BI
3 1 (7.69%) QlikView
3 1 (7.69%) Snowflake Schema
Development Applications
1 11 (84.62%) Bitbucket
1 11 (84.62%) Jenkins
1 11 (84.62%) JIRA
2 2 (15.38%) Talend Open Studio
General
1 7 (53.85%) Manufacturing
2 6 (46.15%) Marketing
3 2 (15.38%) Advertising
Job Titles
1 7 (53.85%) Architect
2 6 (46.15%) Database Architect
3 5 (38.46%) Database Engineer
4 2 (15.38%) Business Intelligence Architect
5 1 (7.69%) Analyst
5 1 (7.69%) Business Intelligence Lead
5 1 (7.69%) Cloud Architect
5 1 (7.69%) Database Analyst
5 1 (7.69%) Lead Architect
5 1 (7.69%) Team Leader
Libraries, Frameworks & Software Standards
1 11 (84.62%) Hibernate
Miscellaneous
1 7 (53.85%) Life Science
Operating Systems
1 11 (84.62%) Linux
1 11 (84.62%) Windows
Processes & Methodologies
1 13 (100.00%) Analytics
1 13 (100.00%) ETL
2 11 (84.62%) Agile Software Development
2 11 (84.62%) Collaborative Working
2 11 (84.62%) Continuous Integration
2 11 (84.62%) Data Security
2 11 (84.62%) DevOps
2 11 (84.62%) Requirements Management
3 6 (46.15%) Data Modelling
4 5 (38.46%) Database Security
4 5 (38.46%) Performance Monitoring
5 2 (15.38%) Business Intelligence
5 2 (15.38%) Coaching
5 2 (15.38%) Mentoring
6 1 (7.69%) Continuous Improvement
6 1 (7.69%) Kimball Methodology
6 1 (7.69%) Migration
6 1 (7.69%) SDLC
Programming Languages
1 13 (100.00%) SQL
2 1 (7.69%) T-SQL
Systems Management
1 11 (84.62%) Ambari
1 11 (84.62%) Opscode Chef
1 11 (84.62%) Puppet
1 11 (84.62%) ZABBIX
Vendors
1 12 (92.31%) Hortonworks
2 6 (46.15%) Google
3 2 (15.38%) Microsoft
3 2 (15.38%) Talend
4 1 (7.69%) Tableau