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 26 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
26 Sep 2016
Same period 2015 Same period 2014
Data Integration
Rank 128 123 100
Rank change year-on-year
-5 -23
Contract jobs citing Data Integration 17 30 22
As % of all contract IT jobs located in Yorkshire 0.59% 0.96% 0.90%
As % of the Miscellaneous category 1.80% 3.04% 2.90%
Number of daily rates quoted 8 26 13
Median daily rate £508 £431 £350
Median daily rate % change year-on-year
+17.68% +23.21%
90% offered a daily rate of more than £413 £383 £236
10% offered a daily rate of more than £550 £525 £444
UK excluding London median daily rate £450 £450 £386
% change year-on-year
- +16.50%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £35.33 £58.53
% change year-on-year
- -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 Yorkshire region.

Miscellaneous Category
Yorkshire
Contract IT job ads with a match in the
Miscellaneous category
944 987 759
As % of all contract IT jobs located in Yorkshire 33.02% 31.47% 31.13%
Number of daily rates quoted 595 636 446
Median daily rate £388 £375 £350
Median daily rate % change year-on-year
+3.33% +7.14%
90% offered a daily rate of more than £225 £260 £225
10% offered a daily rate of more than £525 £525 £475
UK excluding London median daily rate £375 £375 £350
% change year-on-year
- +7.14%
Number of hourly rates quoted 34 71 45
Median hourly rate £14.50 £13.00 £14.50
Median hourly rate % change year-on-year
+11.53% -10.34%
90% offered a hourly rate of more than £12.00 £11.00 £10.50
10% offered a hourly rate of more than £27.50 £19.03 £25.00
UK excluding London median hourly rate £21.75 £18.88 £17.88
% change year-on-year
+15.20% +5.62%

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 26 September 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 26 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
West Yorkshire -2 11 £550 +29.41% 2
South Yorkshire -4 3 - -
North Yorkshire +2 1 £325 -33.05%
Data Integration
England

Data Integration
Top 30 Related IT Skills in Yorkshire

For the 6 months to 26 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 Yorkshire region with a requirement for Data Integration.

1 19 (52.78%) Data Modelling
2 16 (44.44%) Data Warehouse
2 16 (44.44%) Data Architecture
3 15 (41.67%) Hadoop
3 15 (41.67%) Finance
4 13 (36.11%) SQL
5 12 (33.33%) Unix
5 12 (33.33%) Logical Data Model
6 11 (30.56%) SAS
6 11 (30.56%) Shell Script
7 10 (27.78%) Business Intelligence
8 9 (25.00%) Oracle
8 9 (25.00%) Visualisation
8 9 (25.00%) Data Management
8 9 (25.00%) Analytical Skills
8 9 (25.00%) Enterprise Data Warehouse
8 9 (25.00%) Data Transformation
9 8 (22.22%) Physical Data Model
9 8 (22.22%) Algorithms
9 8 (22.22%) Pentaho
9 8 (22.22%) ETL
9 8 (22.22%) Migration
10 7 (19.44%) PostgreSQL
10 7 (19.44%) ERwin
10 7 (19.44%) BusinessObjects
10 7 (19.44%) CA
10 7 (19.44%) Informatica
10 7 (19.44%) Open Source
10 7 (19.44%) Apache Hive
10 7 (19.44%) MongoDB

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 11 (30.56%) SAS
2 2 (5.56%) Apache Spark
2 2 (5.56%) Oracle Service Bus
2 2 (5.56%) SharePoint
3 1 (2.78%) Oracle SOA Suite
Business Applications
1 2 (5.56%) Dynamics CRM
1 2 (5.56%) Oracle BPM
Cloud Services
1 2 (5.56%) PaaS
Communications & Networking
1 2 (5.56%) FTP
Database & Business Intelligence
1 16 (44.44%) Data Warehouse
2 15 (41.67%) Hadoop
3 9 (25.00%) Enterprise Data Warehouse
4 8 (22.22%) Pentaho
5 7 (19.44%) Apache Hive
5 7 (19.44%) BusinessObjects
5 7 (19.44%) HBase
5 7 (19.44%) MongoDB
5 7 (19.44%) PostgreSQL
6 5 (13.89%) Big Data
6 5 (13.89%) SQL Server Integration Services
6 5 (13.89%) SQL Server Reporting Services
7 4 (11.11%) NoSQL
8 3 (8.33%) Base SAS
8 3 (8.33%) Data Lake
8 3 (8.33%) SAS Data Integration Studio
8 3 (8.33%) SAS Enterprise Guide
8 3 (8.33%) SQL Server
8 3 (8.33%) SQL Server 2012
8 3 (8.33%) SQL Server 2014
Development Applications
1 7 (19.44%) ERwin
General
1 15 (41.67%) Finance
2 3 (8.33%) Banking
3 2 (5.56%) Advertising
3 2 (5.56%) Games
3 2 (5.56%) Retail
4 1 (2.78%) Retail Banking
Job Titles
1 20 (55.56%) Architect
2 14 (38.89%) Data Architect
3 13 (36.11%) Developer
4 8 (22.22%) Enterprise Architect
5 6 (16.67%) Enterprise Data Architect
6 5 (13.89%) Data Warehouse Architect
7 4 (11.11%) Consultant
7 4 (11.11%) Senior Architect
7 4 (11.11%) Solutions Architect
8 3 (8.33%) ETL Developer
8 3 (8.33%) Senior Data Architect
8 3 (8.33%) Senior Enterprise Architect
9 2 (5.56%) Big Data Architect
9 2 (5.56%) CRM Developer
9 2 (5.56%) Lead Solutions Architect
9 2 (5.56%) Oracle Consultant
9 2 (5.56%) Oracle SOA Consultant
9 2 (5.56%) Oracle SOA Developer
9 2 (5.56%) SAS Developer
9 2 (5.56%) SOA Developer
Libraries, Frameworks & Software Standards
1 2 (5.56%) JMS
1 2 (5.56%) Middleware
1 2 (5.56%) Node.js
1 2 (5.56%) Oracle Fusion
Miscellaneous
1 9 (25.00%) Analytical Skills
1 9 (25.00%) Visualisation
2 8 (22.22%) Algorithms
3 5 (13.89%) Management Information System
4 2 (5.56%) Online Games
5 1 (2.78%) Credit Risk
5 1 (2.78%) Data Extraction
5 1 (2.78%) Mainframe
5 1 (2.78%) Public Cloud
5 1 (2.78%) Reference Data
Operating Systems
1 12 (33.33%) Unix
2 3 (8.33%) Linux
3 2 (5.56%) Red Hat Enterprise Linux
4 1 (2.78%) AIX
Processes & Methodologies
1 19 (52.78%) Data Modelling
2 16 (44.44%) Data Architecture
3 12 (33.33%) Logical Data Model
4 10 (27.78%) Business Intelligence
5 9 (25.00%) Data Management
5 9 (25.00%) Data Transformation
6 8 (22.22%) ETL
6 8 (22.22%) Migration
6 8 (22.22%) Physical Data Model
7 7 (19.44%) Data Visualisation
7 7 (19.44%) Open Source
8 6 (16.67%) Data Migration
8 6 (16.67%) Information Management
9 5 (13.89%) Data Governance
9 5 (13.89%) SFIA
10 4 (11.11%) Agile Software Development
10 4 (11.11%) Data Stewardship
10 4 (11.11%) Technical Architecture
11 3 (8.33%) Content Management
11 3 (8.33%) Enterprise Architecture
Programming Languages
1 13 (36.11%) SQL
2 11 (30.56%) Shell Script
3 4 (11.11%) Java
4 3 (8.33%) JavaScript
4 3 (8.33%) Python
4 3 (8.33%) T-SQL
5 2 (5.56%) Scala
6 1 (2.78%) C++
6 1 (2.78%) COBOL
6 1 (2.78%) Perl
6 1 (2.78%) SAS Macro
Qualifications
1 2 (5.56%) BPSS Clearance
2 1 (2.78%) Security Cleared
Quality Assurance & Compliance
1 6 (16.67%) Data Quality
2 1 (2.78%) QA
System Software
1 2 (5.56%) Apache Flume
2 1 (2.78%) Tivoli Workload Scheduler
Systems Management
1 1 (2.78%) Tivoli
Vendors
1 9 (25.00%) Oracle
2 7 (19.44%) CA
2 7 (19.44%) Informatica
2 7 (19.44%) Tableau
3 4 (11.11%) Microsoft
4 3 (8.33%) Ab Initio
5 2 (5.56%) Cloudera
5 2 (5.56%) Netezza
5 2 (5.56%) Sybase
6 1 (2.78%) Hortonworks
6 1 (2.78%) IBM
6 1 (2.78%) MuleSoft
6 1 (2.78%) NCR
6 1 (2.78%) Red Hat
6 1 (2.78%) Retalix
6 1 (2.78%) SAP