Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the North West 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 19 November 2017 with a comparison to the same period in the previous 2 years.

Data Integration
England > North West
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 282 297 324
Rank change year-on-year +15 +27 +12
Permanent jobs citing Data Integration 84 66 43
As % of all permanent IT jobs advertised in the North West 0.64% 0.53% 0.33%
As % of the Processes & Methodologies category 0.71% 0.59% 0.37%
Number of salaries quoted 56 62 24
North West median annual salary £53,750 £37,500 £45,000
Median salary % change year-on-year +43.33% -16.67% -21.74%
10th Percentile £32,500 £28,750 £26,250
90th Percentile £75,000 £61,125 £70,000
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 the North West with a requirement for process or methodology skills.

All Process and Methodology Skills
North West
Permanent vacancies with a requirement for process or methodology skills 11786 11102 11645
As % of all permanent IT jobs advertised in the North West 89.83% 89.71% 89.46%
Number of salaries quoted 9369 9260 9630
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +1.27%
10th Percentile £26,250 £26,250 £24,750
90th Percentile £65,000 £62,500 £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 the North West

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

Job vacancy trend for Data Integration in the North West

Data Integration
Salary Trend in the North West

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

Salary trend for Data Integration in the North West

Data Integration
Salary Histogram in the North West

The salary distribution of IT jobs citing Data Integration in the North West over the 6 months to 19 November 2017.

Salary histogram for Data Integration in the North West

Data Integration
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Integration within the North West region over the 6 months to 19 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
Manchester +5 54 £57,500 +31.43% 2
Cheshire -21 17 £65,000 +26.83% 1
Merseyside +24 12 £37,000 +5.71%
Data Integration
England

For the 6 months to 19 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 North West region with a requirement for Data Integration.

1 40 (47.62%) ETL
2 33 (39.29%) Big Data
2 33 (39.29%) Analytics
3 32 (38.10%) Data Quality
4 31 (36.90%) Business Intelligence
4 31 (36.90%) SQL Server
5 29 (34.52%) Oracle
6 28 (33.33%) Data Management
7 27 (32.14%) SQL
8 26 (30.95%) Data Modelling
9 23 (27.38%) Data Warehouse
10 21 (25.00%) DevOps
11 20 (23.81%) Hortonworks
11 20 (23.81%) Agile Software Development
12 19 (22.62%) SAP
12 19 (22.62%) Hadoop
13 18 (21.43%) Technical Architecture
13 18 (21.43%) Degree
13 18 (21.43%) Information Management
14 17 (20.24%) Informatica
14 17 (20.24%) Master Data Management
15 16 (19.05%) IBM
16 15 (17.86%) Finance
16 15 (17.86%) Microsoft
16 15 (17.86%) Linux
16 15 (17.86%) Data Governance
16 15 (17.86%) SAP Data Services
17 14 (16.67%) Collaborative Working
18 13 (15.48%) Analytical Skills
18 13 (15.48%) Microsoft Azure

Data Integration
Co-occurring IT Skills in the North West 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 12 (14.29%) Apache
2 5 (5.95%) SAS
3 3 (3.57%) BizTalk Server
4 2 (2.38%) GlassFish
4 2 (2.38%) Oracle SOA Suite
4 2 (2.38%) Tomcat
4 2 (2.38%) WebSphere
4 2 (2.38%) WordPress
5 1 (1.19%) Anypoint
5 1 (1.19%) Apache Spark
Business Applications
1 3 (3.57%) Dynamics CRM
2 1 (1.19%) SAP CAR
2 1 (1.19%) SAP POS DM
2 1 (1.19%) SAP Retail
Cloud Services
1 13 (15.48%) Microsoft Azure
2 11 (13.10%) Amazon AWS
2 11 (13.10%) Amazon CloudWatch
2 11 (13.10%) AWS CloudFormation
2 11 (13.10%) GitHub
3 10 (11.90%) iPaaS
4 3 (3.57%) SaaS
Database & Business Intelligence
1 33 (39.29%) Big Data
2 31 (36.90%) SQL Server
3 23 (27.38%) Data Warehouse
4 19 (22.62%) Hadoop
5 15 (17.86%) SAP Data Services
6 11 (13.10%) SAP HANA
7 8 (9.52%) IBM InfoSphere
8 7 (8.33%) SQL Server Integration Services
9 6 (7.14%) Data Lake
9 6 (7.14%) Oracle BI EE
9 6 (7.14%) Pentaho
10 5 (5.95%) Star Schema
11 4 (4.76%) QlikView
12 3 (3.57%) Cognos Report Studio
12 3 (3.57%) DataStage
12 3 (3.57%) DB2
12 3 (3.57%) NoSQL
12 3 (3.57%) Oracle Database
12 3 (3.57%) Oracle ODI
12 3 (3.57%) Oracle OWB
Development Applications
1 11 (13.10%) Bitbucket
1 11 (13.10%) Jenkins
1 11 (13.10%) JIRA
2 5 (5.95%) Talend Open Studio
3 1 (1.19%) Git (software)
General
1 15 (17.86%) Finance
2 10 (11.90%) Banking
3 9 (10.71%) Marketing
3 9 (10.71%) Retail
4 8 (9.52%) Manufacturing
5 2 (2.38%) Corporate Banking
6 1 (1.19%) Advertising
6 1 (1.19%) Electronics
6 1 (1.19%) Investment Banking
6 1 (1.19%) Law
6 1 (1.19%) Pharmaceutical
Job Titles
1 49 (58.33%) Architect
2 16 (19.05%) Data Architect
2 16 (19.05%) Solutions Architect
3 11 (13.10%) Integration Architect
3 11 (13.10%) SAP Architect
4 10 (11.90%) SAP Technical Architect
4 10 (11.90%) Technical Architect
5 8 (9.52%) Analyst
6 7 (8.33%) Consultant
7 6 (7.14%) Business Intelligence Architect
7 6 (7.14%) Database Architect
7 6 (7.14%) Developer
8 5 (5.95%) Data Analyst
8 5 (5.95%) Database Engineer
9 4 (4.76%) Business Architect
10 3 (3.57%) Business Development Manager
10 3 (3.57%) Business Manager
10 3 (3.57%) Data Warehouse Consultant
10 3 (3.57%) Development Manager
10 3 (3.57%) Integration Manager
Libraries, Frameworks & Software Standards
1 11 (13.10%) Hibernate
2 8 (9.52%) Web Services
3 7 (8.33%) XML
4 6 (7.14%) .NET
5 1 (1.19%) .NET Framework
5 1 (1.19%) ASP.NET
5 1 (1.19%) ASP.NET MVC
5 1 (1.19%) EDI
5 1 (1.19%) HTML
5 1 (1.19%) IBM Integration Bus
5 1 (1.19%) JSP
5 1 (1.19%) MDX
5 1 (1.19%) Middleware
5 1 (1.19%) Oracle Fusion
5 1 (1.19%) XSD
5 1 (1.19%) XSLT
Miscellaneous
1 13 (15.48%) Analytical Skills
2 10 (11.90%) Hybrid Cloud
3 7 (8.33%) Life Science
4 6 (7.14%) Social Media
5 5 (5.95%) Computer Science
5 5 (5.95%) Data Structures
5 5 (5.95%) Semantic Web
6 2 (2.38%) Greenfield Project
6 2 (2.38%) Taxonomies
7 1 (1.19%) Algorithms
7 1 (1.19%) Data Protection Act
7 1 (1.19%) Management Information System
7 1 (1.19%) Reference Data
Operating Systems
1 15 (17.86%) Linux
2 13 (15.48%) Windows
3 4 (4.76%) Unix
Processes & Methodologies
1 40 (47.62%) ETL
2 33 (39.29%) Analytics
3 31 (36.90%) Business Intelligence
4 28 (33.33%) Data Management
5 26 (30.95%) Data Modelling
6 21 (25.00%) DevOps
7 20 (23.81%) Agile Software Development
8 18 (21.43%) Information Management
8 18 (21.43%) Technical Architecture
9 17 (20.24%) Master Data Management
10 15 (17.86%) Data Governance
11 14 (16.67%) Collaborative Working
12 13 (15.48%) Data Security
13 12 (14.29%) Business Development
13 12 (14.29%) Data Analysis
13 12 (14.29%) Migration
13 12 (14.29%) TOGAF
14 11 (13.10%) Continuous Integration
14 11 (13.10%) Data Migration
14 11 (13.10%) Requirements Management
Programming Languages
1 27 (32.14%) SQL
2 4 (4.76%) Java
3 2 (2.38%) JavaScript
3 2 (2.38%) Perl
3 2 (2.38%) PHP
3 2 (2.38%) PL/SQL
3 2 (2.38%) Python
3 2 (2.38%) T-SQL
4 1 (1.19%) ABAP
4 1 (1.19%) C#
4 1 (1.19%) Shell Script
4 1 (1.19%) TypeScript
Qualifications
1 18 (21.43%) Degree
2 3 (3.57%) Computer Science Degree
Quality Assurance & Compliance
1 32 (38.10%) Data Quality
2 7 (8.33%) QA
3 2 (2.38%) GDPR
4 1 (1.19%) ISO/IEC 27001
4 1 (1.19%) PCI DSS
Systems Management
1 11 (13.10%) Ambari
1 11 (13.10%) Opscode Chef
1 11 (13.10%) Puppet
1 11 (13.10%) ZABBIX
2 2 (2.38%) Control-M
3 1 (1.19%) EMC NetWorker
Vendors
1 29 (34.52%) Oracle
2 20 (23.81%) Hortonworks
3 19 (22.62%) SAP
4 17 (20.24%) Informatica
5 16 (19.05%) IBM
6 15 (17.86%) Microsoft
7 9 (10.71%) Cloudera
8 7 (8.33%) Teradata
9 6 (7.14%) Cognizant
9 6 (7.14%) Google
9 6 (7.14%) Greenplum
9 6 (7.14%) Netezza
10 5 (5.95%) Talend
11 4 (4.76%) Cognos
11 4 (4.76%) Tableau
12 2 (2.38%) Ab Initio
13 1 (1.19%) Capita
13 1 (1.19%) MuleSoft
13 1 (1.19%) Trillium