The table below looks at the prevalence of the term Data Integration in IT jobs advertised for the North West region. Included is a guide to the salaries offered in IT jobs that have cited Data Integration over the 3 months to 29 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Sep 2016
Same period 2015 Same period 2014
Data Integration
Rank 204 230 234
Rank change year-on-year
+26 +4
Permanent jobs citing Data Integration 51 26 27
As % of all permanent IT jobs located in the North West 0.80% 0.39% 0.36%
As % of the Miscellaneous category 2.01% 1.08% 1.06%
Number of salaries quoted 48 14 24
Median salary £38,750 £67,500 £48,750
Median salary % change year-on-year
-42.59% +38.46%
90% offered a salary of more than £30,000 £31,250 £42,250
10% offered a salary of more than £57,500 £70,000 £65,000
UK excluding London median salary £46,000 £45,000 £50,000
% change year-on-year
+2.22% -10.00%
Data Integration
England

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in permanent jobs advertised in the North West region.

Miscellaneous Category
North West
Permanent IT job ads with a match in the
Miscellaneous category
2541 2416 2546
As % of all permanent IT jobs located in the North West 39.93% 35.98% 34.40%
Number of salaries quoted 2116 1936 2015
Median salary £40,000 £40,000 £39,000
Median salary % change year-on-year
- +2.56%
90% offered a salary of more than £26,000 £25,000 £25,000
10% offered a salary of more than £60,000 £55,000 £60,000
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

Data Integration
Jobs Demand Trend in the North West

The demand trend of job ads across the North West region citing Data Integration as a proportion of all IT jobs with a match in the Miscellaneous category.

Data Integration Jobs Demand Trend 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 across the North West region.

Data Integration Salary Trend in the North West

Data Integration
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing Data Integration across the North West region over the 3 months to 29 September 2016.

Data Integration Salary Histogram 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 3 months to 29 September 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester -5 18 £43,750 -37.50% 3
Cheshire +41 14 £51,250 - 1
Lancashire +20 11 £32,500 -18.75% 1
Merseyside -16 8 £35,000 -
Data Integration
England

Data Integration
Top 30 Related IT Skills in the North West

For the 6 months to 29 September 2016, 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 48 (72.73%) SQL
2 44 (66.67%) Business Intelligence
3 42 (63.64%) ETL
4 37 (56.06%) SQL Server
5 32 (48.48%) Data Warehouse
6 29 (43.94%) SQL Server Integration Services
7 24 (36.36%) SQL Server Reporting Services
8 21 (31.82%) Agile Software Development
8 21 (31.82%) iPad
9 19 (28.79%) Analytics
9 19 (28.79%) .NET
10 18 (27.27%) Data Analysis
10 18 (27.27%) Mentoring
11 17 (25.76%) SQL Server Analysis Services
12 16 (24.24%) Business Analysis
12 16 (24.24%) Microsoft
12 16 (24.24%) Data Transformation
13 15 (22.73%) ASP.NET
14 14 (21.21%) MySQL
14 14 (21.21%) Data Modelling
14 14 (21.21%) QlikView
14 14 (21.21%) Customer Insight
15 13 (19.70%) XML
16 11 (16.67%) Java
17 10 (15.15%) HTML
17 10 (15.15%) Teradata
17 10 (15.15%) Big Data
18 9 (13.64%) SDLC
18 9 (13.64%) Relational Database
18 9 (13.64%) Finance

Data Integration
Top Related 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 7 (10.61%) WordPress
2 1 (1.52%) Elasticsearch
Applications
1 7 (10.61%) MS Excel
2 3 (4.55%) MS Visio
Business Applications
1 2 (3.03%) Dynamics CRM
1 2 (3.03%) Salesforce.com CRM
2 1 (1.52%) Oracle EBS
Cloud Services
1 8 (12.12%) Amazon AWS
2 6 (9.09%) Amazon EC2
3 3 (4.55%) Microsoft Azure
4 1 (1.52%) Amazon Kinesis
4 1 (1.52%) Amazon S3
4 1 (1.52%) AWS Elastic Beanstalk
Communications & Networking
1 4 (6.06%) TCP/IP
2 1 (1.52%) DSL
2 1 (1.52%) SAN
Database & Business Intelligence
1 37 (56.06%) SQL Server
2 32 (48.48%) Data Warehouse
3 29 (43.94%) SQL Server Integration Services
4 24 (36.36%) SQL Server Reporting Services
5 17 (25.76%) SQL Server Analysis Services
6 14 (21.21%) MySQL
6 14 (21.21%) QlikView
7 10 (15.15%) Big Data
8 9 (13.64%) Relational Database
9 7 (10.61%) Amazon Redshift
9 7 (10.61%) MongoDB
10 6 (9.09%) Data Mining
10 6 (9.09%) NoSQL
10 6 (9.09%) RDBMS
11 5 (7.58%) SQL Server 2012
11 5 (7.58%) SQL Server 2014
12 4 (6.06%) Qlik Sense
13 2 (3.03%) OLAP
13 2 (3.03%) Oracle ODI
13 2 (3.03%) Power BI
Development Applications
1 5 (7.58%) Team Foundation Server
2 1 (1.52%) ERwin
2 1 (1.52%) Talend Open Studio
General
1 9 (13.64%) Finance
2 5 (7.58%) Retail
3 4 (6.06%) Banking
4 3 (4.55%) Legal
4 3 (4.55%) Retail Banking
5 2 (3.03%) Law
6 1 (1.52%) Advertising
6 1 (1.52%) Marketing
Job Titles
1 37 (56.06%) Developer
2 19 (28.79%) Business Intelligence Developer
3 10 (15.15%) Architect
3 10 (15.15%) Data Architect
4 8 (12.12%) QlikView Developer
5 7 (10.61%) Analyst
5 7 (10.61%) ETL Architect
5 7 (10.61%) Front End Developer (Client-Side Developer)
6 6 (9.09%) SQL Developer
7 5 (7.58%) Business Intelligence Architect
8 4 (6.06%) Consultant
8 4 (6.06%) Data Engineer
8 4 (6.06%) Software Developer
9 3 (4.55%) Business Data Analyst
9 3 (4.55%) Business Developer
9 3 (4.55%) Data Analyst
9 3 (4.55%) Data Warehouse Developer
9 3 (4.55%) JavaScript Developer
9 3 (4.55%) SQL Server Developer
9 3 (4.55%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 19 (28.79%) .NET
2 15 (22.73%) ASP.NET
3 13 (19.70%) XML
4 10 (15.15%) HTML
5 7 (10.61%) Ajax
5 7 (10.61%) CSS
5 7 (10.61%) jQuery
6 4 (6.06%) Java EE
7 1 (1.52%) .NET Framework
7 1 (1.52%) MDX
Miscellaneous
1 21 (31.82%) iPad
2 5 (7.58%) Clustering
2 5 (7.58%) Replication
3 4 (6.06%) Management Information System
3 4 (6.06%) NHS
3 4 (6.06%) Visualisation
4 3 (4.55%) Reference Data
5 2 (3.03%) Analytical Skills
6 1 (1.52%) Data Conversion
6 1 (1.52%) Enterprise Cloud
Operating Systems
1 4 (6.06%) Unix
1 4 (6.06%) Windows
Processes & Methodologies
1 44 (66.67%) Business Intelligence
2 42 (63.64%) ETL
3 21 (31.82%) Agile Software Development
4 19 (28.79%) Analytics
5 18 (27.27%) Data Analysis
5 18 (27.27%) Mentoring
6 16 (24.24%) Business Analysis
6 16 (24.24%) Data Transformation
7 14 (21.21%) Customer Insight
7 14 (21.21%) Data Modelling
8 9 (13.64%) SDLC
9 7 (10.61%) Data Management
9 7 (10.61%) Front End Development
9 7 (10.61%) Web Development
10 6 (9.09%) Data Mapping
10 6 (9.09%) Open Source
10 6 (9.09%) Scrum
11 5 (7.58%) Change Data Capture
11 5 (7.58%) Kanban
11 5 (7.58%) Root Cause Analysis
Programming Languages
1 48 (72.73%) SQL
2 11 (16.67%) Java
3 9 (13.64%) T-SQL
4 7 (10.61%) JavaScript
4 7 (10.61%) PHP
5 6 (9.09%) Bash Shell
5 6 (9.09%) Perl
5 6 (9.09%) Python
5 6 (9.09%) Ruby
6 4 (6.06%) PowerShell
6 4 (6.06%) Shell Script
7 2 (3.03%) PL/SQL
7 2 (3.03%) R
8 1 (1.52%) C
8 1 (1.52%) VBA
8 1 (1.52%) VBScript
Qualifications
1 1 (1.52%) Microsoft Certification
Quality Assurance & Compliance
1 8 (12.12%) Data Quality
2 4 (6.06%) HL7
System Software
1 1 (1.52%) Docker
Vendors
1 16 (24.24%) Microsoft
2 10 (15.15%) Teradata
3 5 (7.58%) Informatica
4 4 (6.06%) Ab Initio
4 4 (6.06%) IBM
4 4 (6.06%) Oracle
5 3 (4.55%) GoldenSource
5 3 (4.55%) Netezza
5 3 (4.55%) Salesforce.com
6 1 (1.52%) Tableau
6 1 (1.52%) Talend
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