The table below looks at the prevalence of the term Data Integration in IT contracts advertised for the Scotland region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Integration over the 3 months to 3 December 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
3 Dec 2016
Same period 2015 Same period 2014
Data Integration
Rank 104 113 111
Rank change year-on-year
+9 -2
Contract jobs citing Data Integration 15 20 20
As % of all contract IT jobs located in Scotland 0.76% 0.69% 0.70%
As % of the Miscellaneous category 2.09% 2.06% 2.62%
Number of daily rates quoted 9 16 11
Median daily rate £438 £438 £425
Median daily rate % change year-on-year
- +2.94%
90% offered a daily rate of more than £420 £275 £235
10% offered a daily rate of more than £476 £725 £500
UK excluding London median daily rate £445 £450 £425
% change year-on-year
-1.11% +5.88%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £25.50 £45.00 £82.00
% change year-on-year
-43.33% -45.12%
Data Integration
UK

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

Miscellaneous Category
Scotland
Contract IT job ads with a match in the
Miscellaneous category
718 971 763
As % of all contract IT jobs located in Scotland 36.34% 33.61% 26.83%
Number of daily rates quoted 440 492 399
Median daily rate £350 £350 £370
Median daily rate % change year-on-year
- -5.40%
90% offered a daily rate of more than £250 £165 £225
10% offered a daily rate of more than £475 £500 £500
UK excluding London median daily rate £377 £385 £363
% change year-on-year
-2.14% +6.20%
Number of hourly rates quoted 18 28 21
Median hourly rate £40.25 £36.00 £15.77
Median hourly rate % change year-on-year
+11.80% +128.28%
90% offered a hourly rate of more than £13.45 £12.87 £11.00
10% offered a hourly rate of more than £52.00 £46.00 £40.00
UK excluding London median hourly rate £18.75 £19.50 £16.84
% change year-on-year
-3.84% +15.79%

Data Integration
Jobs Demand Trend in Scotland

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

Data Integration Jobs Demand Trend in Scotland

Data Integration
Daily Rate Trend in Scotland

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

Data Integration Daily Rate Trend in Scotland

Data Integration
Daily Rate Histogram in Scotland

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

Data Integration Daily Rate Histogram in Scotland

Data Integration
Hourly Rate Trend in Scotland

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

Data Integration Hourly Rate Trend in Scotland

Data Integration
Contract Job Locations in Scotland

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 Scotland region over the 3 months to 3 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow +13 8 £450 -2.70%
Edinburgh +7 5 £438 +6.06% 2
Stirling +1 2 £431 -23.33%
Data Integration
UK

Data Integration
Top 30 Related IT Skills in Scotland

For the 6 months to 3 December 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 Scotland region with a requirement for Data Integration.

1 18 (51.43%) Data Warehouse
2 15 (42.86%) ETL
3 13 (37.14%) SQL Server
4 12 (34.29%) Oracle
4 12 (34.29%) Data Modelling
5 11 (31.43%) Business Intelligence
5 11 (31.43%) Agile Software Development
6 9 (25.71%) SQL
7 8 (22.86%) Data Architecture
8 7 (20.00%) SQL Server Integration Services
9 6 (17.14%) MongoDB
9 6 (17.14%) Analytics
9 6 (17.14%) Relational Database
10 5 (14.29%) Oracle Database
10 5 (14.29%) Analytical Skills
10 5 (14.29%) Talend
10 5 (14.29%) Kimball Methodology
10 5 (14.29%) Talend Open Studio
10 5 (14.29%) Data Management
10 5 (14.29%) Dynamics CRM
10 5 (14.29%) QlikView
10 5 (14.29%) Finance
10 5 (14.29%) Migration
10 5 (14.29%) Scrum
10 5 (14.29%) Microsoft
10 5 (14.29%) BusinessObjects
10 5 (14.29%) MicroStrategy
10 5 (14.29%) CRM
11 4 (11.43%) Informatica
11 4 (11.43%) RDBMS

Data Integration
Top Related IT Skills in Scotland 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 3 (8.57%) Apache Spark
2 2 (5.71%) CMS
2 2 (5.71%) Oracle SOA Suite
2 2 (5.71%) SAS
3 1 (2.86%) BizTalk Server
Applications
1 1 (2.86%) MS Excel
1 1 (2.86%) Weka
Business Applications
1 5 (14.29%) Dynamics CRM
Database & Business Intelligence
1 18 (51.43%) Data Warehouse
2 13 (37.14%) SQL Server
3 7 (20.00%) SQL Server Integration Services
4 6 (17.14%) MongoDB
4 6 (17.14%) Relational Database
5 5 (14.29%) BusinessObjects
5 5 (14.29%) Oracle Database
5 5 (14.29%) QlikView
6 4 (11.43%) Big Data
6 4 (11.43%) RDBMS
7 3 (8.57%) DB2
7 3 (8.57%) IBM PureData
7 3 (8.57%) NoSQL
7 3 (8.57%) Oracle Exadata
7 3 (8.57%) Oracle Reports
7 3 (8.57%) PostgreSQL
7 3 (8.57%) SQL Server Reporting Services
8 2 (5.71%) Apache Cassandra
8 2 (5.71%) Ingres
8 2 (5.71%) Snowflake Schema
Development Applications
1 5 (14.29%) Talend Open Studio
2 1 (2.86%) ERwin
2 1 (2.86%) Visual Studio
General
1 5 (14.29%) Finance
2 1 (2.86%) Legal
2 1 (2.86%) Multimedia
Job Titles
1 10 (28.57%) Architect
1 10 (28.57%) Data Architect
2 8 (22.86%) Developer
3 4 (11.43%) Data Modeller
4 3 (8.57%) .NET Developer
4 3 (8.57%) Analyst
4 3 (8.57%) Designer
4 3 (8.57%) Project Manager
4 3 (8.57%) SQL Developer
5 2 (5.71%) Business Analyst
5 2 (5.71%) Consultant
5 2 (5.71%) Data Analyst
5 2 (5.71%) Data Business Analyst
5 2 (5.71%) Lead Data Architect
5 2 (5.71%) SQL Server Developer
5 2 (5.71%) SSIS Developer
5 2 (5.71%) SSRS Developer
6 1 (2.86%) Data Warehouse Developer
6 1 (2.86%) Senior Analyst Programmer
6 1 (2.86%) Senior Programme Analyst
Libraries, Frameworks & Software Standards
1 3 (8.57%) .NET
2 2 (5.71%) .NET Framework
3 1 (2.86%) AngularJS
3 1 (2.86%) CSS
3 1 (2.86%) CSS3
3 1 (2.86%) D3.js
3 1 (2.86%) Drools
3 1 (2.86%) HTML
3 1 (2.86%) HTML5
3 1 (2.86%) RabbitMQ
3 1 (2.86%) SOAP
3 1 (2.86%) Web Services
Miscellaneous
1 5 (14.29%) Analytical Skills
2 3 (8.57%) Enterprise Software
2 3 (8.57%) Visualisation
3 2 (5.71%) Management Information System
3 2 (5.71%) Reference Data
4 1 (2.86%) Social Media
4 1 (2.86%) Statistics
Processes & Methodologies
1 15 (42.86%) ETL
2 12 (34.29%) Data Modelling
3 11 (31.43%) Agile Software Development
3 11 (31.43%) Business Intelligence
4 8 (22.86%) Data Architecture
5 6 (17.14%) Analytics
6 5 (14.29%) CRM
6 5 (14.29%) Data Management
6 5 (14.29%) Kimball Methodology
6 5 (14.29%) Migration
6 5 (14.29%) Scrum
7 4 (11.43%) Logical Data Model
7 4 (11.43%) Physical Data Model
8 3 (8.57%) Change Data Capture
8 3 (8.57%) Data Migration
8 3 (8.57%) Data Visualisation
8 3 (8.57%) ETL Development
8 3 (8.57%) Kanban
8 3 (8.57%) SDLC
8 3 (8.57%) Stakeholder Management
Programming Languages
1 9 (25.71%) SQL
2 3 (8.57%) C#
2 3 (8.57%) T-SQL
3 2 (5.71%) PL/SQL
4 1 (2.86%) Java
4 1 (2.86%) Python
4 1 (2.86%) R
Qualifications
1 1 (2.86%) Degree
1 1 (2.86%) Oracle Certification
1 1 (2.86%) Postgraduate
1 1 (2.86%) Security Cleared
Quality Assurance & Compliance
1 2 (5.71%) Disclosure Scotland
Vendors
1 12 (34.29%) Oracle
2 5 (14.29%) Microsoft
2 5 (14.29%) MicroStrategy
2 5 (14.29%) Talend
3 4 (11.43%) Informatica
4 3 (8.57%) IBM
4 3 (8.57%) Netezza
4 3 (8.57%) Salesforce.com
4 3 (8.57%) Tableau
5 2 (5.71%) Alteryx
5 2 (5.71%) Infor
6 1 (2.86%) Cognos
6 1 (2.86%) MuleSoft
6 1 (2.86%) RapidMiner
6 1 (2.86%) Teradata