Period
to 22 November 2017

The following table provides summary statistics for contract job vacancies advertised in Glasgow with a requirement for Data Management skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Management over the 6 months to 22 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 Management
Scotland > Glasgow
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 89 61 88
Rank change year-on-year -28 +27 +1
Contract jobs citing Data Management 9 25 14
As % of all contract IT jobs advertised in Glasgow 0.69% 2.22% 0.83%
As % of the Processes & Methodologies category 0.81% 2.69% 1.02%
Number of daily rates quoted 5 10 5
Glasgow median daily rate £375 £440 £410
Median daily rate % change year-on-year -14.84% +7.40% +17.14%
10th Percentile £318 £372 £325
90th Percentile £528 £478 £499
Scotland median daily rate £450 £405 £450
% change year-on-year +11.11% -10.00% +12.50%
Number of hourly rates quoted 2 3 2
Glasgow median hourly rate £37.50 £38.00 £33.72
Median hourly rate % change year-on-year -1.32% +12.69% -
10th Percentile £35.50 £15.60 £28.20
90th Percentile £39.50 £38.00 £43.24
Scotland median hourly rate £37.50 £38.00 £33.72
% change year-on-year -1.32% +12.69% -

Data Management 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 1117 930 1375
As % of all contract IT jobs advertised in Glasgow 85.79% 82.67% 81.51%
Number of daily rates quoted 604 493 732
Glasgow median daily rate £375 £350 £350
Median daily rate % change year-on-year +7.14% - -2.10%
10th Percentile £257 £216 £225
90th Percentile £500 £450 £475
Scotland median daily rate £390 £356 £375
% change year-on-year +9.55% -5.07% -
Number of hourly rates quoted 32 15 24
Glasgow median hourly rate £24.00 £21.00 £36.36
Median hourly rate % change year-on-year +14.29% -42.24% +96.51%
10th Percentile £13.00 £10.50 £12.35
90th Percentile £33.75 £44.65 £55.00
Scotland median hourly rate £24.50 £21.00 £25.00
% change year-on-year +16.67% -16.00% +11.11%

Data Management
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Data Management in Glasgow

Data Management
Contractor Daily Rate Trend in Glasgow

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

Contractor daily rate trend for Data Management in Glasgow

Data Management
Contractor Daily Rate Histogram in Glasgow

The daily rate distribution of IT jobs citing Data Management in Glasgow over the 6 months to 22 November 2017.

Contractor daily rate histogram for Data Management in Glasgow

Data Management
Contractor Hourly Rate Trend in Glasgow

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

Contractor hourly rate trend for Data Management in Glasgow

For the 6 months to 22 November 2017, IT contractor jobs citing Data Management 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 Management.

1 4 (44.44%) SQL
1 4 (44.44%) Data Modelling
1 4 (44.44%) Stakeholder Management
2 3 (33.33%) Data Warehouse
2 3 (33.33%) ERP
2 3 (33.33%) Business Intelligence
3 2 (22.22%) Benchmarking
3 2 (22.22%) Configuration Management
3 2 (22.22%) Finance
3 2 (22.22%) PLM
3 2 (22.22%) PDM
3 2 (22.22%) Windchill
3 2 (22.22%) Teamcenter
3 2 (22.22%) Information Management
3 2 (22.22%) Data Analysis
3 2 (22.22%) User Acceptance Testing
3 2 (22.22%) Marketing
3 2 (22.22%) Data Integration
3 2 (22.22%) Test Strategy
3 2 (22.22%) Data Quality
3 2 (22.22%) AVEVA
3 2 (22.22%) Analytics
3 2 (22.22%) Master Data Management
3 2 (22.22%) Actionable Insight
3 2 (22.22%) Analytical Skills
3 2 (22.22%) Manufacturing
4 1 (11.11%) Data Structures
4 1 (11.11%) Logical Data Model
4 1 (11.11%) SAS Visual Analytics
4 1 (11.11%) GDPR

Data Management
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 1 (11.11%) SAS
Applications
1 2 (22.22%) Windchill
2 1 (11.11%) Microsoft Excel
Business Applications
1 2 (22.22%) Teamcenter
2 1 (11.11%) Dynamics AX
Database & Business Intelligence
1 3 (33.33%) Data Warehouse
2 1 (11.11%) IBM InfoSphere
2 1 (11.11%) Oracle Database
2 1 (11.11%) Oracle Database 12c
2 1 (11.11%) Oracle Reports
2 1 (11.11%) SAS Visual Analytics
2 1 (11.11%) Semantic Layer
Development Applications
1 1 (11.11%) Talend Open Studio
1 1 (11.11%) Visual Studio Team System
General
1 2 (22.22%) Finance
1 2 (22.22%) Manufacturing
1 2 (22.22%) Marketing
2 1 (11.11%) Legal
2 1 (11.11%) Retail Banking
Job Titles
1 3 (33.33%) Analyst
2 2 (22.22%) Data Analyst
2 2 (22.22%) Principal Engineer
2 2 (22.22%) Senior Analyst
2 2 (22.22%) Senior Data Analyst
3 1 (11.11%) Architect
3 1 (11.11%) Business Analyst
3 1 (11.11%) Business Data Analyst
3 1 (11.11%) Business Manager
3 1 (11.11%) Business Project Manager
3 1 (11.11%) Data Architect
3 1 (11.11%) Data Modeller
3 1 (11.11%) Developer
3 1 (11.11%) GDPR Business Analyst
3 1 (11.11%) GDPR Project Manager
3 1 (11.11%) Project Analyst
3 1 (11.11%) Project Manager
3 1 (11.11%) SAS Developer
3 1 (11.11%) Test Manager
Miscellaneous
1 2 (22.22%) Analytical Skills
2 1 (11.11%) Data Structures
2 1 (11.11%) Enterprise Software
2 1 (11.11%) Replication
Processes & Methodologies
1 4 (44.44%) Data Modelling
1 4 (44.44%) Stakeholder Management
2 3 (33.33%) Business Intelligence
2 3 (33.33%) ERP
3 2 (22.22%) Actionable Insight
3 2 (22.22%) Analytics
3 2 (22.22%) Benchmarking
3 2 (22.22%) Configuration Management
3 2 (22.22%) Data Analysis
3 2 (22.22%) Data Integration
3 2 (22.22%) Information Management
3 2 (22.22%) Master Data Management
3 2 (22.22%) PDM
3 2 (22.22%) PLM
3 2 (22.22%) Test Strategy
3 2 (22.22%) User Acceptance Testing
4 1 (11.11%) Functional Testing
4 1 (11.11%) Logical Data Model
4 1 (11.11%) Test Planning
4 1 (11.11%) Visual Analytics
Programming Languages
1 4 (44.44%) SQL
Quality Assurance & Compliance
1 2 (22.22%) Data Quality
2 1 (11.11%) GDPR
2 1 (11.11%) QA
Vendors
1 2 (22.22%) AVEVA
2 1 (11.11%) IBM
2 1 (11.11%) Microsoft
2 1 (11.11%) MicroStrategy
2 1 (11.11%) Netezza
2 1 (11.11%) Oracle
2 1 (11.11%) Talend