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 9 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Data Integration
Rank 237 211 254
Rank change year-on-year
-26 +43
Permanent jobs citing Data Integration 28 28 22
As % of all permanent IT jobs located in the North West 0.45% 0.46% 0.30%
As % of the Miscellaneous category 1.09% 1.28% 0.84%
Number of salaries quoted 25 20 21
Median salary £37,500 £45,000 £47,500
Median salary % change year-on-year
-16.66% -5.26%
90% offered a salary of more than £32,500 £27,150 £25,000
10% offered a salary of more than £52,500 £70,000 £60,000
UK excluding London median salary £50,000 £50,000 £54,229
% change year-on-year
- -7.79%
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
2570 2179 2612
As % of all permanent IT jobs located in the North West 41.06% 36.08% 35.24%
Number of salaries quoted 2123 1720 2214
Median salary £40,000 £40,000 £38,500
Median salary % change year-on-year
- +3.89%
90% offered a salary of more than £27,500 £25,000 £25,000
10% offered a salary of more than £60,000 £60,000 £55,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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 9 December 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 9 December 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
Lancashire +5 13 £32,500 -18.75%
Manchester -30 8 £48,750 +8.33% 3
Cheshire +18 6 £37,500 - 6
Merseyside -17 1 - -
Data Integration
England

Data Integration
Top 30 Related IT Skills in the North West

For the 6 months to 9 December 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 46 (65.71%) SQL
2 43 (61.43%) Business Intelligence
3 40 (57.14%) ETL
4 36 (51.43%) Data Warehouse
5 34 (48.57%) SQL Server
6 26 (37.14%) SQL Server Integration Services
7 22 (31.43%) SQL Server Reporting Services
8 21 (30.00%) iPad
8 21 (30.00%) Analytics
9 19 (27.14%) MySQL
10 18 (25.71%) Data Analysis
10 18 (25.71%) Agile Software Development
10 18 (25.71%) SQL Server Analysis Services
11 17 (24.29%) QlikView
11 17 (24.29%) Business Analysis
12 16 (22.86%) .NET
12 16 (22.86%) Data Modelling
13 15 (21.43%) Microsoft
14 14 (20.00%) HTML
14 14 (20.00%) Data Transformation
14 14 (20.00%) Customer Insight
15 13 (18.57%) Big Data
15 13 (18.57%) Mentoring
16 12 (17.14%) SDLC
16 12 (17.14%) Java
16 12 (17.14%) ASP.NET
17 11 (15.71%) CSS
17 11 (15.71%) XML
17 11 (15.71%) JavaScript
17 11 (15.71%) PHP

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 11 (15.71%) WordPress
2 1 (1.43%) Elasticsearch
Applications
1 7 (10.00%) MS Excel
2 3 (4.29%) MS Visio
Business Applications
1 2 (2.86%) Dynamics CRM
1 2 (2.86%) Salesforce.com CRM
Cloud Services
1 9 (12.86%) Amazon AWS
2 8 (11.43%) Amazon EC2
3 3 (4.29%) Microsoft Azure
4 1 (1.43%) Cloud Computing
Communications & Networking
1 4 (5.71%) TCP/IP
2 1 (1.43%) DSL
2 1 (1.43%) SAN
Database & Business Intelligence
1 36 (51.43%) Data Warehouse
2 34 (48.57%) SQL Server
3 26 (37.14%) SQL Server Integration Services
4 22 (31.43%) SQL Server Reporting Services
5 19 (27.14%) MySQL
6 18 (25.71%) SQL Server Analysis Services
7 17 (24.29%) QlikView
8 13 (18.57%) Big Data
9 11 (15.71%) Relational Database
10 9 (12.86%) MongoDB
11 8 (11.43%) Amazon Redshift
11 8 (11.43%) NoSQL
11 8 (11.43%) RDBMS
12 5 (7.14%) Data Mining
13 4 (5.71%) Qlik Sense
14 3 (4.29%) Power BI
15 1 (1.43%) Azure SQL Database
15 1 (1.43%) Oracle ODI
15 1 (1.43%) SQL Server 2014
15 1 (1.43%) SQL Server 2016
Development Applications
1 4 (5.71%) Git (software)
2 1 (1.43%) ERwin
2 1 (1.43%) Talend Open Studio
2 1 (1.43%) Team Foundation Server
General
1 6 (8.57%) Finance
2 5 (7.14%) Legal
2 5 (7.14%) Retail
3 4 (5.71%) Banking
4 3 (4.29%) Retail Banking
5 2 (2.86%) Law
6 1 (1.43%) Advertising
Job Titles
1 36 (51.43%) Developer
2 17 (24.29%) Business Intelligence Developer
3 14 (20.00%) Architect
3 14 (20.00%) Data Architect
4 11 (15.71%) QlikView Developer
5 10 (14.29%) Front End Developer (Client-Side Developer)
6 9 (12.86%) ETL Architect
7 8 (11.43%) Analyst
8 7 (10.00%) Business Intelligence Architect
9 4 (5.71%) Data Engineer
9 4 (5.71%) Full Stack Developer
10 3 (4.29%) Business Data Analyst
10 3 (4.29%) Business Developer
10 3 (4.29%) Data Analyst
10 3 (4.29%) Data Warehouse Developer
10 3 (4.29%) JavaScript Developer
10 3 (4.29%) SQL Developer
11 2 (2.86%) Business Intelligence Manager
11 2 (2.86%) Database Developer
11 2 (2.86%) Release Analyst
Libraries, Frameworks & Software Standards
1 16 (22.86%) .NET
2 14 (20.00%) HTML
3 12 (17.14%) ASP.NET
4 11 (15.71%) Ajax
4 11 (15.71%) CSS
4 11 (15.71%) jQuery
4 11 (15.71%) XML
5 4 (5.71%) Java EE
6 1 (1.43%) MDX
Miscellaneous
1 21 (30.00%) iPad
2 4 (5.71%) Management Information System
2 4 (5.71%) NHS
2 4 (5.71%) Reference Data
2 4 (5.71%) Visualisation
3 2 (2.86%) Analytical Skills
4 1 (1.43%) Clustering
4 1 (1.43%) Computer Science
4 1 (1.43%) Enterprise Cloud
4 1 (1.43%) Enterprise Software
4 1 (1.43%) Replication
Operating Systems
1 4 (5.71%) Unix
1 4 (5.71%) Windows
Processes & Methodologies
1 43 (61.43%) Business Intelligence
2 40 (57.14%) ETL
3 21 (30.00%) Analytics
4 18 (25.71%) Agile Software Development
4 18 (25.71%) Data Analysis
5 17 (24.29%) Business Analysis
6 16 (22.86%) Data Modelling
7 14 (20.00%) Customer Insight
7 14 (20.00%) Data Transformation
8 13 (18.57%) Mentoring
9 12 (17.14%) SDLC
10 11 (15.71%) Web Development
11 8 (11.43%) Data Management
11 8 (11.43%) Open Source
12 7 (10.00%) Business Analytics
12 7 (10.00%) Front End Development
13 6 (8.57%) CRM
13 6 (8.57%) Data Mapping
14 4 (5.71%) Data Architecture
14 4 (5.71%) Data Cleansing
Programming Languages
1 46 (65.71%) SQL
2 12 (17.14%) Java
3 11 (15.71%) JavaScript
3 11 (15.71%) PHP
4 8 (11.43%) Bash Shell
4 8 (11.43%) Perl
4 8 (11.43%) Python
4 8 (11.43%) Ruby
5 5 (7.14%) T-SQL
6 4 (5.71%) PowerShell
6 4 (5.71%) Shell Script
7 3 (4.29%) VBA
7 3 (4.29%) VBScript
8 2 (2.86%) PL/SQL
9 1 (1.43%) C
9 1 (1.43%) R
Qualifications
1 2 (2.86%) Microsoft Certification
2 1 (1.43%) Degree
Quality Assurance & Compliance
1 9 (12.86%) Data Quality
2 4 (5.71%) HL7
Vendors
1 15 (21.43%) Microsoft
2 11 (15.71%) Teradata
3 5 (7.14%) IBM
4 4 (5.71%) Oracle
5 3 (4.29%) Ab Initio
5 3 (4.29%) GoldenSource
5 3 (4.29%) Informatica
5 3 (4.29%) Netezza
5 3 (4.29%) Salesforce.com
6 1 (1.43%) Tableau
6 1 (1.43%) Talend
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