The table below looks at the prevalence of the term Data Integration in IT contracts advertised for the North West region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Integration over the 3 months to 30 September 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
30 Sep 2016
Same period 2015 Same period 2014
Data Integration
Rank 135 111 119
Rank change year-on-year
-24 +8
Contract jobs citing Data Integration 25 63 20
As % of all contract IT jobs located in the North West 0.71% 1.41% 0.62%
As % of the Miscellaneous category 2.19% 4.58% 2.00%
Number of daily rates quoted 20 47 16
Median daily rate £425 £463 £453
Median daily rate % change year-on-year
-8.10% +2.04%
90% offered a daily rate of more than £338 £400 £400
10% offered a daily rate of more than £541 £646 £635
UK excluding London median daily rate £450 £450 £375
% change year-on-year
- +20.00%
Number of hourly rates quoted 0 0 2
Median hourly rate - - £82.00
UK excluding London median hourly rate £25.50 £35.33 £58.53
% change year-on-year
-27.82% -39.63%
Data Integration
England

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

Miscellaneous Category
North West
Contract IT job ads with a match in the
Miscellaneous category
1143 1376 1002
As % of all contract IT jobs located in the North West 32.40% 30.73% 31.04%
Number of daily rates quoted 703 833 551
Median daily rate £400 £405 £350
Median daily rate % change year-on-year
-1.23% +15.71%
90% offered a daily rate of more than £162 £254 £220
10% offered a daily rate of more than £550 £540 £525
UK excluding London median daily rate £375 £380 £350
% change year-on-year
-1.31% +8.57%
Number of hourly rates quoted 55 63 62
Median hourly rate £15.25 £17.42 £16.00
Median hourly rate % change year-on-year
-12.45% +8.87%
90% offered a hourly rate of more than £9.00 £11.50 £11.80
10% offered a hourly rate of more than £47.71 £42.00 £45.80
UK excluding London median hourly rate £21.16 £19.00 £17.50
% change year-on-year
+11.34% +8.57%

Data Integration
Jobs Demand Trend in the North West

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

Data Integration Jobs Demand Trend in the North West

Data Integration
Daily Rate Trend in the North West

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Integration across the North West region.

Data Integration Daily Rate Trend in the North West

Data Integration
Daily Rate Histogram in the North West

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Integration across the North West region over the 3 months to 30 September 2016.

Data Integration Daily Rate Histogram in the North West

Data Integration
Hourly Rate Trend in the North West

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Integration across the North West region.

Data Integration Hourly Rate Trend in the North West

Data Integration
Contract Job Locations in the North West

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Integration within the North West region over the 3 months to 30 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cheshire 0 10 £425 -22.72% 1
Merseyside - 6 £510 -
Manchester -47 4 £455 +1.11% 4
Data Integration
England

Data Integration
Top 30 Related IT Skills in the North West

For the 6 months to 30 September 2016, IT contractor 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 contract ads across the North West region with a requirement for Data Integration.

1 18 (47.37%) Agile Software Development
2 16 (42.11%) ETL
3 14 (36.84%) Data Modelling
4 13 (34.21%) Business Intelligence
4 13 (34.21%) Data Analysis
4 13 (34.21%) Talend Open Studio
4 13 (34.21%) Talend
5 11 (28.95%) SQL Server Integration Services
5 11 (28.95%) Data Warehouse
6 10 (26.32%) SQL
7 9 (23.68%) SAP
7 9 (23.68%) Microsoft
7 9 (23.68%) SQL Server Reporting Services
8 8 (21.05%) CRM
8 8 (21.05%) SharePoint
8 8 (21.05%) Continuous Deployment
9 7 (18.42%) C#
9 7 (18.42%) JavaScript
9 7 (18.42%) BusinessObjects
9 7 (18.42%) Workflow
9 7 (18.42%) Data Management
9 7 (18.42%) Dynamics CRM
9 7 (18.42%) Business Development
10 6 (15.79%) Data Architecture
10 6 (15.79%) Degree
10 6 (15.79%) Management Information System
10 6 (15.79%) Oracle
10 6 (15.79%) Visual Studio
10 6 (15.79%) SAS
11 5 (13.16%) SQL Server

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 8 (21.05%) SharePoint
2 6 (15.79%) SAS
3 2 (5.26%) Apache Pig
3 2 (5.26%) Apache Spark
Applications
1 4 (10.53%) SPSS
Business Applications
1 7 (18.42%) Dynamics CRM
2 1 (2.63%) Oracle BPM
2 1 (2.63%) SAP MDM
Cloud Services
1 4 (10.53%) Amazon AWS
1 4 (10.53%) Amazon S3
2 2 (5.26%) Amazon EMR
2 2 (5.26%) Amazon Kinesis
2 2 (5.26%) AWS Elastic Beanstalk
2 2 (5.26%) AWS Lambda
3 1 (2.63%) Veeva
Database & Business Intelligence
1 11 (28.95%) Data Warehouse
1 11 (28.95%) SQL Server Integration Services
2 9 (23.68%) SQL Server Reporting Services
3 7 (18.42%) BusinessObjects
4 5 (13.16%) Big Data
4 5 (13.16%) SAS Data Integration Studio
4 5 (13.16%) SQL Server
5 4 (10.53%) Data Mining
6 3 (7.89%) DataStage
6 3 (7.89%) MySQL
6 3 (7.89%) Pentaho
6 3 (7.89%) PostgreSQL
7 2 (5.26%) Apache Hive
7 2 (5.26%) Hadoop
7 2 (5.26%) HBase
7 2 (5.26%) MongoDB
7 2 (5.26%) NoSQL
7 2 (5.26%) OLAP
7 2 (5.26%) Oracle OLAP
7 2 (5.26%) Star Schema
Development Applications
1 13 (34.21%) Talend Open Studio
2 6 (15.79%) Visual Studio
3 2 (5.26%) ERwin
General
1 4 (10.53%) Marketing
2 3 (7.89%) Finance
3 2 (5.26%) Banking
4 1 (2.63%) Advertising
4 1 (2.63%) Pharmaceutical
4 1 (2.63%) Retail
Job Titles
1 20 (52.63%) Developer
2 9 (23.68%) ETL Developer
3 8 (21.05%) Architect
4 7 (18.42%) CRM Developer
4 7 (18.42%) Data Architect
4 7 (18.42%) Talend Developer
5 6 (15.79%) Analyst
6 4 (10.53%) Customer Analyst
6 4 (10.53%) Customer Insight Analyst
6 4 (10.53%) Dynamics CRM Developer
6 4 (10.53%) Insight Analyst
7 3 (7.89%) Consultant
8 2 (5.26%) Chief Data Architect
8 2 (5.26%) Data Analyst
8 2 (5.26%) Data Warehouse Developer
8 2 (5.26%) Senior Architect
8 2 (5.26%) Senior Consultant
8 2 (5.26%) Senior Data Architect
8 2 (5.26%) Senior Developer
8 2 (5.26%) Senior ETL Developer
Libraries, Frameworks & Software Standards
1 2 (5.26%) Web Services
1 2 (5.26%) XML
2 1 (2.63%) .NET
2 1 (2.63%) XSLT
Miscellaneous
1 6 (15.79%) Management Information System
2 4 (10.53%) Analytical Skills
3 2 (5.26%) Data Centre
3 2 (5.26%) Visualisation
4 1 (2.63%) Credit Risk
4 1 (2.63%) Data Structures
4 1 (2.63%) Enterprise Software
4 1 (2.63%) Virtual Team
Operating Systems
1 2 (5.26%) Linux
1 2 (5.26%) Unix
1 2 (5.26%) Windows
Processes & Methodologies
1 18 (47.37%) Agile Software Development
2 16 (42.11%) ETL
3 14 (36.84%) Data Modelling
4 13 (34.21%) Business Intelligence
4 13 (34.21%) Data Analysis
5 8 (21.05%) Continuous Deployment
5 8 (21.05%) CRM
6 7 (18.42%) Business Development
6 7 (18.42%) Data Management
6 7 (18.42%) Workflow
7 6 (15.79%) Data Architecture
8 5 (13.16%) e-GIF
8 5 (13.16%) Enterprise Architecture
8 5 (13.16%) User Stories
9 4 (10.53%) Actionable Insight
9 4 (10.53%) Campaign Analysis
9 4 (10.53%) Continuous Integration
9 4 (10.53%) Customer Insight
9 4 (10.53%) Kalman Filter
9 4 (10.53%) Market Research
Programming Languages
1 10 (26.32%) SQL
2 7 (18.42%) C#
2 7 (18.42%) JavaScript
3 3 (7.89%) Java
4 2 (5.26%) C
4 2 (5.26%) Perl
4 2 (5.26%) Python
5 1 (2.63%) PL/SQL
5 1 (2.63%) PowerShell
5 1 (2.63%) T-SQL
Qualifications
1 6 (15.79%) Degree
2 4 (10.53%) BPSS Clearance
2 4 (10.53%) Security Cleared
3 1 (2.63%) BC Cleared
3 1 (2.63%) SC Cleared
Quality Assurance & Compliance
1 5 (13.16%) ISO20022
2 4 (10.53%) Data Quality
3 2 (5.26%) Disclosure Scotland
4 1 (2.63%) QA
System Software
1 2 (5.26%) Docker
2 1 (2.63%) Active Directory
Vendors
1 13 (34.21%) Talend
2 9 (23.68%) Microsoft
2 9 (23.68%) SAP
3 6 (15.79%) Oracle
4 5 (13.16%) Tableau
5 4 (10.53%) Ab Initio
6 3 (7.89%) Informatica
7 2 (5.26%) Actian
7 2 (5.26%) MicroStrategy
7 2 (5.26%) ParAccel
7 2 (5.26%) Sybase
7 2 (5.26%) Teradata
8 1 (2.63%) Concur
8 1 (2.63%) Infor
8 1 (2.63%) Salesforce.com