Period
to 17 November 2017

The following table provides summary statistics for contract job vacancies advertised in Glasgow 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 6 months to 17 November 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
Scotland > Glasgow
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 88 65 93
Rank change year-on-year -23 +28 +1
Contract jobs citing Data Integration 9 23 8
As % of all contract IT jobs advertised in Glasgow 0.69% 2.04% 0.47%
As % of the Processes & Methodologies category 0.80% 2.48% 0.57%
Number of daily rates quoted 6 16 4
Glasgow median daily rate £413 £450 £475
Median daily rate % change year-on-year -8.33% -5.26% -
10th Percentile £344 £406 £416
90th Percentile £506 £525 £543
Scotland median daily rate £400 £450 £400
% change year-on-year -11.11% +12.50% -
Number of hourly rates quoted 0 0 0
Glasgow median hourly rate - - -
Scotland median hourly rate - - -

Data Integration is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Glasgow with a requirement for process or methodology skills.

All Process and Methodology Skills
Glasgow
Contract vacancies with a requirement for process or methodology skills 1122 929 1398
As % of all contract IT jobs advertised in Glasgow 85.78% 82.50% 81.66%
Number of daily rates quoted 608 495 747
Glasgow median daily rate £375 £350 £350
Median daily rate % change year-on-year +7.14% - -
10th Percentile £257 £223 £236
90th Percentile £500 £450 £475
Scotland median daily rate £390 £360 £375
% change year-on-year +8.33% -4.00% -
Number of hourly rates quoted 31 15 28
Glasgow median hourly rate £24.00 £21.00 £27.44
Median hourly rate % change year-on-year +14.29% -23.47% +52.44%
10th Percentile £13.00 £10.50 £12.35
90th Percentile £33.75 £44.65 £55.00
Scotland median hourly rate £25.00 £24.00 £25.00
% change year-on-year +4.17% -4.00% +14.94%

Data Integration
Job Vacancy Trend in Glasgow

Job postings citing Data Integration as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for Data Integration in Glasgow

Data Integration
Contractor Daily Rate Trend in Glasgow

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

Contractor daily rate trend for Data Integration in Glasgow

Data Integration
Contractor Daily Rate Histogram in Glasgow

The daily rate distribution of IT jobs citing Data Integration in Glasgow over the 6 months to 17 November 2017.

Contractor daily rate histogram for Data Integration in Glasgow

For the 6 months to 17 November 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 Glasgow region with a requirement for Data Integration.

1 7 (77.78%) CRM
1 7 (77.78%) Salesforce.com
1 7 (77.78%) Migration
1 7 (77.78%) Data Migration
1 7 (77.78%) Salesforce.com CRM
2 6 (66.67%) Agile Software Development
2 6 (66.67%) Finance
2 6 (66.67%) Business Analysis
3 5 (55.56%) Systems Analysis
3 5 (55.56%) JIRA
3 5 (55.56%) Stakeholder Management
3 5 (55.56%) User Stories
3 5 (55.56%) Confluence
3 5 (55.56%) Waterfall
4 4 (44.44%) Degree
5 3 (33.33%) Data Mapping
5 3 (33.33%) Business Process Mapping
6 2 (22.22%) Stakeholder and Relationship Management
6 2 (22.22%) Acceptance Criteria
6 2 (22.22%) Data Quality
6 2 (22.22%) Requirements Management
6 2 (22.22%) User Acceptance Testing
6 2 (22.22%) Data Management
6 2 (22.22%) Data Modelling
6 2 (22.22%) ISEB
7 1 (11.11%) MicroStrategy
7 1 (11.11%) Business Intelligence
7 1 (11.11%) IBM
7 1 (11.11%) Data Warehouse
7 1 (11.11%) SQL

Data Integration
Co-occurring IT Skills in Glasgow 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 5 (55.56%) Confluence
Business Applications
1 7 (77.78%) Salesforce.com CRM
Database & Business Intelligence
1 1 (11.11%) Data Warehouse
1 1 (11.11%) IBM InfoSphere
1 1 (11.11%) Oracle Database
1 1 (11.11%) Oracle Database 12c
1 1 (11.11%) Oracle Reports
1 1 (11.11%) Semantic Layer
Development Applications
1 5 (55.56%) JIRA
2 1 (11.11%) Talend Open Studio
General
1 6 (66.67%) Finance
Job Titles
1 7 (77.78%) Analyst
1 7 (77.78%) Business Analyst
2 4 (44.44%) Salesforce Analyst
2 4 (44.44%) Salesforce Business Analyst
3 1 (11.11%) Architect
3 1 (11.11%) Data Architect
3 1 (11.11%) Data Modeller
Miscellaneous
1 1 (11.11%) Analytical Skills
1 1 (11.11%) Data Structures
Processes & Methodologies
1 7 (77.78%) CRM
1 7 (77.78%) Data Migration
1 7 (77.78%) Migration
2 6 (66.67%) Agile Software Development
2 6 (66.67%) Business Analysis
3 5 (55.56%) Stakeholder Management
3 5 (55.56%) Systems Analysis
3 5 (55.56%) User Stories
3 5 (55.56%) Waterfall
4 3 (33.33%) Business Process Mapping
4 3 (33.33%) Data Mapping
5 2 (22.22%) Acceptance Criteria
5 2 (22.22%) Data Management
5 2 (22.22%) Data Modelling
5 2 (22.22%) Requirements Management
5 2 (22.22%) Stakeholder and Relationship Management
5 2 (22.22%) User Acceptance Testing
6 1 (11.11%) Business Intelligence
6 1 (11.11%) Quality Management
6 1 (11.11%) Zachman Framework
Programming Languages
1 1 (11.11%) SQL
Qualifications
1 4 (44.44%) Degree
2 2 (22.22%) ISEB
Quality Assurance & Compliance
1 2 (22.22%) Data Quality
Vendors
1 7 (77.78%) Salesforce.com
2 1 (11.11%) IBM
2 1 (11.11%) MicroStrategy
2 1 (11.11%) Netezza
2 1 (11.11%) Oracle
2 1 (11.11%) Talend