The following table provides summary statistics for contract job vacancies advertised in Scotland with a requirement for Data Integration skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Integration over the 3 months to 26 June 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Integration
UK / Scotland
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 104 133 122
Rank change year-on-year +29 -11  
Contract jobs citing Data Integration 13 18 17
As % of all contract IT jobs advertised in Scotland 0.60% 0.62% 0.56%
As % of the Processes & Methodologies category 0.72% 0.73% 0.69%
Number of daily rates quoted 10 15 12
Median daily rate £461 £475 £290
Median daily rate % change year-on-year -2.89% +63.79%  
90% offered a daily rate of more than £374 £360 £270
10% offered a daily rate of more than £521 £535 £374
UK excluding London median daily rate £430 £450 £425
% change year-on-year -4.44% +5.88%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £19.00 - -

Data Integration is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Scotland with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Scotland
Contract job vacancies with a requirement for process and methodology skills 1800 2473 2451
As % of all contract IT job vacancies advertised in Scotland 82.42% 85.42% 81.29%
Number of daily rates quoted 1018 1405 1258
Median daily rate £400 £375 £360
Median daily rate % change year-on-year +6.66% +4.16%  
90% offered a daily rate of more than £290 £247 £262
10% offered a daily rate of more than £550 £500 £475
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 44 56 66
Median hourly rate £33.50 £37.50 £30.50
Median hourly rate % change year-on-year -10.66% +22.95%  
90% offered a hourly rate of more than £13.75 £13.72 £13.18
10% offered a hourly rate of more than £50.00 £43.00 £40.00
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

Data Integration
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland citing Data Integration as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Integration in Scotland

Data Integration
Contractor Daily Rate Trend in Scotland

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

Contractor daily rate trend for Data Integration in Scotland

Data Integration
Contractor Daily Rate Histogram in Scotland

The daily rate distribution of IT jobs citing Data Integration in Scotland over the 3 months to 26 June 2017.

Contractor daily rate histogram for Data Integration in Scotland

Data Integration
Contractor Hourly Rate Trend in Scotland

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

Contractor hourly rate trend for Data Integration 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 26 June 2017. 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 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
Edinburgh +20 7 £436 +45.41% 4
Glasgow +3 4 £473 +5.00%
Stirling +7 2 £475 -11.62%
Data Integration
UK

For the 6 months to 26 June 2017, 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 13 (65.00%) Data Warehouse
2 11 (55.00%) ETL
3 9 (45.00%) Business Intelligence
4 8 (40.00%) Agile Software Development
5 7 (35.00%) Finance
5 7 (35.00%) Data Modelling
5 7 (35.00%) SQL
5 7 (35.00%) Oracle
6 6 (30.00%) Microsoft
6 6 (30.00%) Data Analysis
7 5 (25.00%) SQL Server Integration Services
7 5 (25.00%) Data Architecture
7 5 (25.00%) Informatica
7 5 (25.00%) SQL Server
8 4 (20.00%) Cognos
8 4 (20.00%) Data Management
8 4 (20.00%) TOGAF
8 4 (20.00%) Enterprise Architecture
8 4 (20.00%) Analytics
9 3 (15.00%) SQL Server 2012
9 3 (15.00%) Logical Data Model
9 3 (15.00%) SQL Server 2014
9 3 (15.00%) SQL Server 2016
9 3 (15.00%) SQL Server Analysis Services
9 3 (15.00%) Data Migration
9 3 (15.00%) SQL Server Reporting Services
9 3 (15.00%) Migration
9 3 (15.00%) Stakeholder Management
9 3 (15.00%) BusinessObjects
10 2 (10.00%) SAS

Data Integration
Co-occurring 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 2 (10.00%) SAS
2 1 (5.00%) Oracle Spatial
Business Applications
1 2 (10.00%) Cognos Business Intelligence
1 2 (10.00%) Maximo
Cloud Services
1 2 (10.00%) SaaS
Database & Business Intelligence
1 13 (65.00%) Data Warehouse
2 5 (25.00%) SQL Server
2 5 (25.00%) SQL Server Integration Services
3 3 (15.00%) BusinessObjects
3 3 (15.00%) SQL Server 2012
3 3 (15.00%) SQL Server 2014
3 3 (15.00%) SQL Server 2016
3 3 (15.00%) SQL Server Analysis Services
3 3 (15.00%) SQL Server Reporting Services
4 2 (10.00%) Big Data
4 2 (10.00%) Cognos Framework Manager
4 2 (10.00%) Enterprise Data Warehouse
4 2 (10.00%) Oracle Database
4 2 (10.00%) PowerCenter
4 2 (10.00%) QlikView
4 2 (10.00%) RDBMS
4 2 (10.00%) Relational Database
4 2 (10.00%) Snowflake Schema
5 1 (5.00%) Geospatial Data
5 1 (5.00%) Pentaho
Development Applications
1 2 (10.00%) ERwin
2 1 (5.00%) Oracle APEX
2 1 (5.00%) Subversion
2 1 (5.00%) Toad
2 1 (5.00%) TortoiseSVN
General
1 7 (35.00%) Finance
2 2 (10.00%) Banking
3 1 (5.00%) Retail
Job Titles
1 5 (25.00%) Developer
2 4 (20.00%) Architect
2 4 (20.00%) ETL Developer
3 3 (15.00%) Data Architect
3 3 (15.00%) SQL Developer
4 2 (10.00%) Analyst
4 2 (10.00%) Cloud Architect
4 2 (10.00%) Cloud Solutions Architect
4 2 (10.00%) Cognos Specialist
4 2 (10.00%) Data Modeller
4 2 (10.00%) Data Warehouse Specialist
4 2 (10.00%) Designer
4 2 (10.00%) Senior Developer
4 2 (10.00%) Solutions Architect
4 2 (10.00%) SQL Server Developer
4 2 (10.00%) SSIS Specialist
5 1 (5.00%) Agile Scrum Master
5 1 (5.00%) Pentaho Developer
5 1 (5.00%) SaaS Architect
5 1 (5.00%) Senior Integration Architect
Miscellaneous
1 2 (10.00%) Analytical Skills
Operating Systems
1 2 (10.00%) Unix
Processes & Methodologies
1 11 (55.00%) ETL
2 9 (45.00%) Business Intelligence
3 8 (40.00%) Agile Software Development
4 7 (35.00%) Data Modelling
5 6 (30.00%) Data Analysis
6 5 (25.00%) Data Architecture
7 4 (20.00%) Analytics
7 4 (20.00%) Data Management
7 4 (20.00%) Enterprise Architecture
7 4 (20.00%) TOGAF
8 3 (15.00%) Data Migration
8 3 (15.00%) Logical Data Model
8 3 (15.00%) Migration
8 3 (15.00%) Stakeholder Management
9 2 (10.00%) Dimensional Modelling
9 2 (10.00%) Document Management
9 2 (10.00%) ERD
9 2 (10.00%) Master Data Management
9 2 (10.00%) Stakeholder Engagement
9 2 (10.00%) Visualisation
Programming Languages
1 7 (35.00%) SQL
2 2 (10.00%) PL/SQL
3 1 (5.00%) ABAP
3 1 (5.00%) VB
Qualifications
1 2 (10.00%) Degree
2 1 (5.00%) Oracle Certification
Quality Assurance & Compliance
1 1 (5.00%) Data Quality
1 1 (5.00%) Sarbanes-Oxley
Vendors
1 7 (35.00%) Oracle
2 6 (30.00%) Microsoft
3 5 (25.00%) Informatica
4 4 (20.00%) Cognos
5 2 (10.00%) IBM
5 2 (10.00%) Teradata
6 1 (5.00%) SAP