Period
to 21 November 2018

The following table provides summary statistics for contract job vacancies advertised in Glasgow with a requirement for ERP skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited ERP over the 6 months to 21 November 2018 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.

Enterprise Resource Planning (ERP)
Scotland > Glasgow
6 months to
21 Nov 2018
Same period 2017 Same period 2016
Rank 99 70 69
Rank change year-on-year -29 -1 +18
Contract jobs citing ERP 17 27 16
As % of all contract IT jobs advertised in Glasgow 0.99% 2.08% 1.43%
As % of the Processes & Methodologies category 1.10% 2.37% 1.69%
Number of daily rates quoted 9 17 12
Glasgow median daily rate £438 £400 £425
Median daily rate % change year-on-year +9.38% -5.88% +25.93%
10th Percentile £318 £313 £301
90th Percentile £628 £500 £488
Scotland median daily rate £430 £425 £383
% change year-on-year +1.18% +11.11% -10.00%
Number of hourly rates quoted 1 4 0
Glasgow median hourly rate £42.50 £31.50 -
Median hourly rate % change year-on-year +34.92% - -
Scotland median hourly rate £35.75 £31.50 -
% change year-on-year +13.49% - -

ERP 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 1,543 1,139 946
As % of all contract IT jobs advertised in Glasgow 89.87% 87.62% 84.77%
Number of daily rates quoted 899 611 498
Glasgow median daily rate £400 £375 £350
Median daily rate % change year-on-year +6.67% +7.14% -
10th Percentile £256 £257 £214
90th Percentile £538 £500 £450
Scotland median daily rate £400 £388 £355
% change year-on-year +3.23% +9.15% -5.33%
Number of hourly rates quoted 30 35 22
Glasgow median hourly rate £19.00 £24.00 £15.25
Median hourly rate % change year-on-year -20.83% +57.38% -50.12%
10th Percentile £12.98 £10.00 £9.25
90th Percentile £39.99 £33.75 £42.73
Scotland median hourly rate £24.75 £24.00 £20.50
% change year-on-year +3.13% +17.07% -2.38%

ERP
Job Vacancy Trend in Glasgow

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

Job vacancy trend for ERP in Glasgow

ERP
Contractor Daily Rate Trend in Glasgow

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

Contractor daily rate trend for ERP in Glasgow

ERP
Contractor Daily Rate Histogram in Glasgow

The daily rate distribution of IT jobs citing ERP in Glasgow over the 6 months to 21 November 2018.

Contractor daily rate histogram for ERP in Glasgow

ERP
Contractor Hourly Rate Trend in Glasgow

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

Contractor hourly rate trend for ERP in Glasgow

For the 6 months to 21 November 2018, IT contractor jobs citing ERP also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Glasgow region with a requirement for ERP.

1 10 (58.82%) Finance
2 4 (23.53%) Manufacturing
2 4 (23.53%) Oracle
2 4 (23.53%) Microsoft
2 4 (23.53%) Dynamics 365
3 3 (17.65%) Greenfield Project
3 3 (17.65%) CRM
3 3 (17.65%) SAP
3 3 (17.65%) Migration
3 3 (17.65%) Stakeholder Management
3 3 (17.65%) Agile Software Development
3 3 (17.65%) Dynamics AX
3 3 (17.65%) Data Migration
4 2 (11.76%) QA
4 2 (11.76%) Programme Management
4 2 (11.76%) Dynamics CRM
4 2 (11.76%) PLM
4 2 (11.76%) JD Edwards
4 2 (11.76%) Oracle EBS
4 2 (11.76%) User Acceptance Testing
4 2 (11.76%) Accounts Payable
4 2 (11.76%) Relational Database
4 2 (11.76%) Software Delivery
4 2 (11.76%) Translating Business Requirements
5 1 (5.88%) BPSS Clearance
5 1 (5.88%) Presales
5 1 (5.88%) Patch Management
5 1 (5.88%) Data Centre
5 1 (5.88%) gulp
5 1 (5.88%) Procure-to-Pay

ERP
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 (5.88%) Apache
1 1 (5.88%) nginx
Business Applications
1 3 (17.65%) Dynamics AX
2 2 (11.76%) Dynamics CRM
2 2 (11.76%) Oracle EBS
3 1 (5.88%) Dynamics SL
3 1 (5.88%) JDE EnterpriseOne
3 1 (5.88%) Magento
3 1 (5.88%) NetSuite
3 1 (5.88%) Oracle Procure-to-Pay
3 1 (5.88%) Oracle Receivables
3 1 (5.88%) Oracle Utilities
3 1 (5.88%) Sage 200
Cloud Services
1 4 (23.53%) Dynamics 365
Communications & Networking
1 1 (5.88%) Firewall
Database & Business Intelligence
1 2 (11.76%) Relational Database
2 1 (5.88%) GIS
2 1 (5.88%) MySQL
2 1 (5.88%) Oracle Database
2 1 (5.88%) Redis
2 1 (5.88%) SQL Server
Development Applications
1 1 (5.88%) Git (software)
1 1 (5.88%) Grunt
1 1 (5.88%) gulp
1 1 (5.88%) Jenkins
1 1 (5.88%) webpack
General
1 10 (58.82%) Finance
2 4 (23.53%) Manufacturing
3 1 (5.88%) Advertising
3 1 (5.88%) Billing
3 1 (5.88%) Legal
3 1 (5.88%) Marketing
Job Titles
1 4 (23.53%) Architect
1 4 (23.53%) Project Manager
2 3 (17.65%) Analyst
3 2 (11.76%) Business Analyst
3 2 (11.76%) Developer
3 2 (11.76%) ERP Manager
3 2 (11.76%) ERP Project Manager
3 2 (11.76%) Finance Business Analyst
3 2 (11.76%) Financial Analyst
3 2 (11.76%) Infrastructure Manager
3 2 (11.76%) Solutions Architect
4 1 (5.88%) Change Project Manager
4 1 (5.88%) Infrastructure Change Manager
4 1 (5.88%) JDE Consultant
4 1 (5.88%) Magento Developer
4 1 (5.88%) Project Change Manager
4 1 (5.88%) Sage 200 Developer
4 1 (5.88%) Sage Developer
4 1 (5.88%) SQL Analyst
4 1 (5.88%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 1 (5.88%) .NET
1 1 (5.88%) CSS
1 1 (5.88%) EDI
1 1 (5.88%) jQuery
1 1 (5.88%) LESS
1 1 (5.88%) Memcached
1 1 (5.88%) Sass
Miscellaneous
1 3 (17.65%) Greenfield Project
2 1 (5.88%) Data Centre
2 1 (5.88%) Data Structures
2 1 (5.88%) FMCG
2 1 (5.88%) Virtual Team
Operating Systems
1 1 (5.88%) Linux
Processes & Methodologies
1 3 (17.65%) Agile Software Development
1 3 (17.65%) CRM
1 3 (17.65%) Data Migration
1 3 (17.65%) Migration
1 3 (17.65%) Stakeholder Management
2 2 (11.76%) Accounts Payable
2 2 (11.76%) PLM
2 2 (11.76%) Programme Management
2 2 (11.76%) Software Delivery
2 2 (11.76%) Translating Business Requirements
2 2 (11.76%) User Acceptance Testing
3 1 (5.88%) Conceptual Models
3 1 (5.88%) Data Modelling
3 1 (5.88%) Decision-Making
3 1 (5.88%) Matrix Organization
3 1 (5.88%) Order to Cash
3 1 (5.88%) Presales
3 1 (5.88%) Problem-Solving
3 1 (5.88%) Project Management
3 1 (5.88%) Record to Report
Programming Languages
1 1 (5.88%) C#
1 1 (5.88%) JavaScript
1 1 (5.88%) Shell Script
1 1 (5.88%) SQL
1 1 (5.88%) VB.NET
1 1 (5.88%) X++
Qualifications
1 1 (5.88%) BPSS Clearance
1 1 (5.88%) Degree
1 1 (5.88%) PMI Certification
1 1 (5.88%) PMP
1 1 (5.88%) Security Cleared
Quality Assurance & Compliance
1 2 (11.76%) QA
2 1 (5.88%) PMO
System Software
1 1 (5.88%) Docker
1 1 (5.88%) Firmware
1 1 (5.88%) Varnish
Systems Management
1 1 (5.88%) MOM
Vendors
1 4 (23.53%) Microsoft
1 4 (23.53%) Oracle
2 3 (17.65%) SAP
3 2 (11.76%) JD Edwards
4 1 (5.88%) Sage