The table below looks at the prevalence of the term Data Integration in IT contracts advertised for the Yorkshire region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Integration over the 3 months to 27 August 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
27 Aug 2016
Same period 2015 Same period 2014
Data Integration
Rank 126 118 83
Rank change year-on-year
-8 -35
Contract jobs citing Data Integration 21 32 34
As % of all contract IT jobs located in Yorkshire 0.73% 1.01% 1.43%
As % of the Miscellaneous category 2.22% 3.37% 4.52%
Number of daily rates quoted 12 23 16
Median daily rate £545 £450 £350
Median daily rate % change year-on-year
+21.11% +28.57%
90% offered a daily rate of more than £408 £378 £280
10% offered a daily rate of more than £685 £522 £506
UK excluding London median daily rate £450 £425 £425
% change year-on-year
+5.82% +0.05%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £25.66 £35.05
% change year-on-year
- -26.79%
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 Yorkshire region.

Miscellaneous Category
Yorkshire
Contract IT job ads with a match in the
Miscellaneous category
946 950 753
As % of all contract IT jobs located in Yorkshire 32.70% 30.03% 31.61%
Number of daily rates quoted 599 615 450
Median daily rate £400 £375 £355
Median daily rate % change year-on-year
+6.66% +5.63%
90% offered a daily rate of more than £250 £260 £225
10% offered a daily rate of more than £550 £525 £475
UK excluding London median daily rate £375 £375 £350
% change year-on-year
- +7.14%
Number of hourly rates quoted 25 56 43
Median hourly rate £13.81 £13.00 £14.50
Median hourly rate % change year-on-year
+6.23% -10.34%
90% offered a hourly rate of more than £11.72 £10.15 £10.00
10% offered a hourly rate of more than £25.05 £40.00 £30.00
UK excluding London median hourly rate £22.50 £19.66 £19.00
% change year-on-year
+14.44% +3.47%

Data Integration
Jobs Demand Trend in Yorkshire

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

Data Integration Jobs Demand Trend in Yorkshire

Data Integration
Daily Rate Trend in Yorkshire

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

Data Integration Daily Rate Trend in Yorkshire

Data Integration
Daily Rate Histogram in Yorkshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Integration across the Yorkshire region over the 3 months to 27 August 2016.

Data Integration Daily Rate Histogram in Yorkshire

Data Integration
Hourly Rate Trend in Yorkshire

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

Data Integration Hourly Rate Trend in Yorkshire

Data Integration
Contract Job Locations in Yorkshire

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 Yorkshire region over the 3 months to 27 August 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
West Yorkshire -8 12 £550 +29.41% 8
South Yorkshire -2 5 £700 +33.33%
North Yorkshire -1 2 £400 -17.61%
Data Integration
England

Data Integration
Top 30 Related IT Skills in Yorkshire

For the 6 months to 27 August 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 Yorkshire region with a requirement for Data Integration.

1 25 (56.82%) Data Modelling
2 22 (50.00%) Data Architecture
3 21 (47.73%) Hadoop
3 21 (47.73%) Finance
4 20 (45.45%) Data Warehouse
5 19 (43.18%) SQL
6 18 (40.91%) Unix
6 18 (40.91%) SAS
7 17 (38.64%) Shell Script
7 17 (38.64%) Logical Data Model
8 16 (36.36%) Oracle
9 15 (34.09%) Visualisation
9 15 (34.09%) Enterprise Data Warehouse
9 15 (34.09%) Data Transformation
9 15 (34.09%) Analytical Skills
10 14 (31.82%) Pentaho
10 14 (31.82%) Business Intelligence
11 13 (29.55%) CA
11 13 (29.55%) Informatica
11 13 (29.55%) ERwin
11 13 (29.55%) BusinessObjects
11 13 (29.55%) PostgreSQL
11 13 (29.55%) Algorithms
11 13 (29.55%) Physical Data Model
11 13 (29.55%) Open Source
11 13 (29.55%) Apache Hive
11 13 (29.55%) MongoDB
11 13 (29.55%) Data Visualisation
11 13 (29.55%) Tableau
11 13 (29.55%) HBase

Data Integration
Top Related IT Skills in Yorkshire 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 18 (40.91%) SAS
2 3 (6.82%) Oracle Service Bus
3 2 (4.55%) Apache Spark
3 2 (4.55%) Oracle SOA Suite
4 1 (2.27%) SharePoint
Business Applications
1 3 (6.82%) Oracle BPM
2 1 (2.27%) Dynamics CRM
Cloud Services
1 2 (4.55%) PaaS
Communications & Networking
1 3 (6.82%) FTP
2 1 (2.27%) Network Security
Database & Business Intelligence
1 21 (47.73%) Hadoop
2 20 (45.45%) Data Warehouse
3 15 (34.09%) Enterprise Data Warehouse
4 14 (31.82%) Pentaho
5 13 (29.55%) Apache Hive
5 13 (29.55%) BusinessObjects
5 13 (29.55%) HBase
5 13 (29.55%) MongoDB
5 13 (29.55%) PostgreSQL
6 6 (13.64%) Big Data
7 4 (9.09%) Base SAS
7 4 (9.09%) NoSQL
7 4 (9.09%) SAS Data Integration Studio
7 4 (9.09%) SQL Server Integration Services
7 4 (9.09%) SQL Server Reporting Services
8 3 (6.82%) Data Lake
8 3 (6.82%) Oracle Database
8 3 (6.82%) Oracle Database 11g
8 3 (6.82%) SAS Enterprise Guide
8 3 (6.82%) SQL Server 2014
Development Applications
1 13 (29.55%) ERwin
General
1 21 (47.73%) Finance
2 5 (11.36%) Banking
3 2 (4.55%) Games
4 1 (2.27%) Advertising
4 1 (2.27%) Interactive Media
4 1 (2.27%) Retail
Job Titles
1 25 (56.82%) Architect
2 18 (40.91%) Data Architect
3 15 (34.09%) Developer
4 13 (29.55%) Enterprise Architect
5 11 (25.00%) Enterprise Data Architect
6 5 (11.36%) Consultant
6 5 (11.36%) Data Warehouse Architect
7 4 (9.09%) Senior Architect
7 4 (9.09%) Solutions Architect
8 3 (6.82%) Big Data Architect
8 3 (6.82%) Data Integration Architect
8 3 (6.82%) Java Developer
8 3 (6.82%) Oracle Developer
8 3 (6.82%) Oracle SOA Consultant
8 3 (6.82%) Oracle SOA Developer
8 3 (6.82%) Senior Data Architect
8 3 (6.82%) Senior Enterprise Architect
8 3 (6.82%) SOA Consultant
8 3 (6.82%) SOA Developer
8 3 (6.82%) Technical Architect
Libraries, Frameworks & Software Standards
1 3 (6.82%) JMS
1 3 (6.82%) Middleware
1 3 (6.82%) Oracle Fusion
2 2 (4.55%) Node.js
3 1 (2.27%) Akka
3 1 (2.27%) Kafka
3 1 (2.27%) Spring
Miscellaneous
1 15 (34.09%) Analytical Skills
1 15 (34.09%) Visualisation
2 13 (29.55%) Algorithms
3 7 (15.91%) Management Information System
4 3 (6.82%) Reference Data
5 2 (4.55%) Online Games
6 1 (2.27%) Credit Risk
6 1 (2.27%) Data Extraction
6 1 (2.27%) Digital Media
6 1 (2.27%) Mainframe
6 1 (2.27%) Public Cloud
Operating Systems
1 18 (40.91%) Unix
2 3 (6.82%) Linux
3 2 (4.55%) Red Hat Enterprise Linux
4 1 (2.27%) AIX
Processes & Methodologies
1 25 (56.82%) Data Modelling
2 22 (50.00%) Data Architecture
3 17 (38.64%) Logical Data Model
4 15 (34.09%) Data Transformation
5 14 (31.82%) Business Intelligence
6 13 (29.55%) Data Visualisation
6 13 (29.55%) Open Source
6 13 (29.55%) Physical Data Model
7 12 (27.27%) Agile Software Development
8 10 (22.73%) Data Management
9 9 (20.45%) ETL
10 8 (18.18%) Migration
11 7 (15.91%) Information Management
11 7 (15.91%) SFIA
12 6 (13.64%) Data Migration
13 4 (9.09%) Data Governance
13 4 (9.09%) Data Stewardship
13 4 (9.09%) SOA
13 4 (9.09%) Technical Architecture
14 3 (6.82%) Microservices
Programming Languages
1 19 (43.18%) SQL
2 17 (38.64%) Shell Script
3 10 (22.73%) JavaScript
3 10 (22.73%) Python
4 8 (18.18%) C++
5 6 (13.64%) Java
6 3 (6.82%) T-SQL
7 2 (4.55%) Scala
8 1 (2.27%) COBOL
8 1 (2.27%) Perl
8 1 (2.27%) PHP
8 1 (2.27%) SAS Macro
Qualifications
1 4 (9.09%) BPSS Clearance
2 2 (4.55%) Security Cleared
3 1 (2.27%) Oracle Certification
Quality Assurance & Compliance
1 7 (15.91%) Data Quality
2 1 (2.27%) Disclosure Scotland
2 1 (2.27%) QA
System Software
1 2 (4.55%) Apache Flume
2 1 (2.27%) Tivoli Workload Scheduler
Systems Management
1 1 (2.27%) Tivoli
Vendors
1 16 (36.36%) Oracle
2 13 (29.55%) CA
2 13 (29.55%) Informatica
2 13 (29.55%) Tableau
3 3 (6.82%) Ab Initio
3 3 (6.82%) Microsoft
4 2 (4.55%) Cloudera
4 2 (4.55%) Netezza
4 2 (4.55%) Sybase
5 1 (2.27%) Hortonworks
5 1 (2.27%) IBM
5 1 (2.27%) MuleSoft
5 1 (2.27%) NCR
5 1 (2.27%) Red Hat
5 1 (2.27%) Retalix