Period
to 18 September 2020

The following table provides summary statistics for contract job vacancies advertised in Glasgow with a requirement for Migration skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Migration over the 6 months to 18 September 2020 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.

Migration
Scotland > Glasgow
6 months to
18 Sep 2020
Same period 2019 Same period 2018
Rank 12 13 19
Rank change year-on-year +1 +6 +11
Contract jobs citing Migration 61 144 149
As % of all contract jobs advertised in Glasgow 11.28% 10.27% 8.31%
As % of the Processes & Methodologies category 12.68% 11.54% 9.31%
Number of daily rates quoted 33 70 86
Median daily rate £475 £413 £400
Median daily rate % change year-on-year +15.15% +3.13% +9.97%
10th Percentile £284 £171 £261
90th Percentile £538 £539 £559
Scotland median daily rate £450 £450 £423
% change year-on-year - +6.51% +5.63%
Number of hourly rates quoted 3 18 14
Median hourly rate £20.00 £20.50 £13.50
Median hourly rate % change year-on-year -2.44% +51.85% -38.64%
10th Percentile £19.40 £11.17 £10.75
90th Percentile £32.00 £27.48 £19.50
Scotland median hourly rate £27.50 £17.50 £13.50
% change year-on-year +57.14% +29.63% -13.21%

Migration 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 481 1,248 1,601
As % of all contract IT jobs advertised in Glasgow 88.91% 89.02% 89.24%
Number of daily rates quoted 294 734 916
Median daily rate £415 £425 £400
Median daily rate % change year-on-year -2.35% +6.25% +6.67%
10th Percentile £260 £263 £263
90th Percentile £550 £575 £538
Scotland median daily rate £425 £425 £400
% change year-on-year - +6.25% +3.23%
Number of hourly rates quoted 13 50 34
Median hourly rate £20.00 £25.00 £18.25
Median hourly rate % change year-on-year -20.00% +36.99% -17.05%
10th Percentile £11.05 £11.17 £10.75
90th Percentile £35.00 £41.50 £35.18
Median hourly rate £23.18 £22.50 £24.00
% change year-on-year +3.01% -6.25% -8.57%

Migration
Job Vacancy Trend in Glasgow

Job postings citing Migration as a proportion of all IT jobs advertised in Glasgow.

Job vacancy trend for Migration in Glasgow

Migration
Contractor Daily Rate Trend in Glasgow

3-month moving average daily rate quoted in jobs citing Migration in Glasgow.

Daily rate trend for Migration in Glasgow

Migration
Daily Rate Histogram in Glasgow

Daily rate distribution for jobs citing Migration in Glasgow over the 6 months to 18 September 2020.

Daily rate histogram for Migration in Glasgow

Migration
Contractor Hourly Rate Trend in Glasgow

3-month moving average hourly rates quoted in jobs citing Migration in Glasgow.

Hourly rate trend for Migration in Glasgow

Migration
Hourly Rate Histogram in Glasgow

Hourly rate distribution of jobs citing Migration in Glasgow over the 6 months to 18 September 2020.

Hourly rate histogram for Migration in Glasgow

For the 6 months to 18 September 2020, IT contractor jobs citing Migration 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 Migration.

1 46 (75.41%) Microsoft
2 43 (70.49%) Data Migration
3 37 (60.66%) Power Automate
3 37 (60.66%) Power Platform
3 37 (60.66%) C#
4 36 (59.02%) JavaScript
5 34 (55.74%) Logic Apps
6 32 (52.46%) SharePoint
7 29 (47.54%) Dynamics CRM
7 29 (47.54%) CRM
8 27 (44.26%) Azure
9 24 (39.34%) Dynamics 365
10 23 (37.70%) Data Quality
10 23 (37.70%) SQL Server Reporting Services
10 23 (37.70%) Continuous Integration
11 22 (36.07%) Workflow
11 22 (36.07%) Workflow Development
12 20 (32.79%) Digital Transformation Programme
13 19 (31.15%) PowerApps
14 16 (26.23%) Test Automation
15 14 (22.95%) Security Cleared
15 14 (22.95%) Agile Software Development
16 13 (21.31%) Visual Studio
16 13 (21.31%) PowerShell
16 13 (21.31%) Office 365
16 13 (21.31%) Public Sector
17 12 (19.67%) TeamCity
18 11 (18.03%) Active Directory
19 9 (14.75%) Windows
19 9 (14.75%) SC Cleared

Migration
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 32 (52.46%) SharePoint
2 5 (8.20%) MS Exchange
3 4 (6.56%) Exchange Server 2013
4 3 (4.92%) Exchange Server 2003
4 3 (4.92%) Exchange Server 2007
4 3 (4.92%) Exchange Server 2010
4 3 (4.92%) IBM Domino
4 3 (4.92%) Skype for Business
5 2 (3.28%) Office Communications Server
6 1 (1.64%) IBM Notes
6 1 (1.64%) OpenStack
Applications
1 1 (1.64%) Microsoft Office
1 1 (1.64%) Microsoft Project
1 1 (1.64%) MS Visio
Business Applications
1 29 (47.54%) Dynamics CRM
Cloud Services
1 37 (60.66%) Power Automate
1 37 (60.66%) Power Platform
2 34 (55.74%) Logic Apps
3 27 (44.26%) Azure
4 24 (39.34%) Dynamics 365
5 19 (31.15%) PowerApps
6 13 (21.31%) Office 365
7 4 (6.56%) Azure Active Directory
8 3 (4.92%) OneDrive
9 2 (3.28%) Cloud Computing
10 1 (1.64%) Azure Data Factory
Communications & Networking
1 6 (9.84%) Skype
2 5 (8.20%) DNS
3 3 (4.92%) Firewall
3 3 (4.92%) LAN
3 3 (4.92%) TCP/IP
3 3 (4.92%) Unified Communications
3 3 (4.92%) WAN
4 2 (3.28%) ADSL
4 2 (3.28%) DSL
4 2 (3.28%) EIGRP
4 2 (3.28%) Ethernet
4 2 (3.28%) IPsec
4 2 (3.28%) Kerberos
4 2 (3.28%) Network Security
4 2 (3.28%) PPP
4 2 (3.28%) RIP
4 2 (3.28%) TACACS
4 2 (3.28%) VoIP
4 2 (3.28%) X.500
4 2 (3.28%) xDSL
Database & Business Intelligence
1 23 (37.70%) SQL Server Reporting Services
2 5 (8.20%) Power BI
3 3 (4.92%) SQL Server
4 1 (1.64%) Azure SQL Database
4 1 (1.64%) Data Lake
4 1 (1.64%) Oracle Database
4 1 (1.64%) Oracle Database 11g
4 1 (1.64%) Oracle8/8i Database
4 1 (1.64%) RDBMS
4 1 (1.64%) Relational Database
Development Applications
1 13 (21.31%) Visual Studio
2 12 (19.67%) TeamCity
3 1 (1.64%) Oracle APEX
3 1 (1.64%) SQL Server Management Studio (SSMS)
General
1 13 (21.31%) Public Sector
2 5 (8.20%) Telecoms
3 4 (6.56%) Finance
4 3 (4.92%) Electronics
4 3 (4.92%) Manufacturing
4 3 (4.92%) Marketing
Job Titles
1 35 (57.38%) Developer
2 30 (49.18%) Microsoft Developer
3 13 (21.31%) CRM Developer
4 12 (19.67%) Dynamics CRM Developer
5 6 (9.84%) JavaScript Developer
6 5 (8.20%) Analyst
6 5 (8.20%) C# Developer
7 3 (4.92%) Azure Developer
7 3 (4.92%) Deployment Engineer
7 3 (4.92%) Operations Engineer
7 3 (4.92%) SharePoint Engineer
8 2 (3.28%) Active Directory Engineer
8 2 (3.28%) Applications Developer
8 2 (3.28%) C# Application Developer
8 2 (3.28%) Exchange Administrator
8 2 (3.28%) Logic Apps Developer
8 2 (3.28%) Network Engineer
8 2 (3.28%) Office 365 Administrator
8 2 (3.28%) Security Engineer
8 2 (3.28%) SharePoint Developer
Libraries, Frameworks & Software Standards
1 4 (6.56%) XML
2 2 (3.28%) LDAP
3 1 (1.64%) .NET
3 1 (1.64%) ASP.NET
3 1 (1.64%) CSS
3 1 (1.64%) HTML
3 1 (1.64%) jQuery
3 1 (1.64%) JSON
3 1 (1.64%) WinForms
3 1 (1.64%) WPF
3 1 (1.64%) XHTML
Miscellaneous
1 3 (4.92%) Freedom of Information
2 2 (3.28%) Analytical Skills
2 2 (3.28%) Client/Server
2 2 (3.28%) Data Centre
2 2 (3.28%) PKI
2 2 (3.28%) Replication
3 1 (1.64%) Greenfield Project
3 1 (1.64%) N-Tier
Operating Systems
1 9 (14.75%) Windows
2 5 (8.20%) Windows Server
3 4 (6.56%) Windows 10
3 4 (6.56%) Windows Server 2008
3 4 (6.56%) Windows Server 2012
4 3 (4.92%) Windows Server 2003
5 1 (1.64%) Windows 7
5 1 (1.64%) Windows 8
5 1 (1.64%) Windows Server 2016
Processes & Methodologies
1 43 (70.49%) Data Migration
2 29 (47.54%) CRM
3 23 (37.70%) Continuous Integration
4 22 (36.07%) Workflow
4 22 (36.07%) Workflow Development
5 20 (32.79%) Digital Transformation Programme
6 16 (26.23%) Test Automation
7 14 (22.95%) Agile Software Development
8 9 (14.75%) Service Design
9 7 (11.48%) Business Intelligence
10 5 (8.20%) Root Cause Analysis
10 5 (8.20%) Use Case
11 4 (6.56%) E-Discovery
12 3 (4.92%) Change Management
12 3 (4.92%) Configuration Management
12 3 (4.92%) Digital Marketing
12 3 (4.92%) Load Balancing
12 3 (4.92%) Problem-Solving
12 3 (4.92%) Programme Management
13 2 (3.28%) Process Management
Programming Languages
1 37 (60.66%) C#
2 36 (59.02%) JavaScript
3 13 (21.31%) PowerShell
4 2 (3.28%) SQL
4 2 (3.28%) T-SQL
5 1 (1.64%) Java
5 1 (1.64%) PL/SQL
5 1 (1.64%) Python
5 1 (1.64%) R
5 1 (1.64%) VB
5 1 (1.64%) VB6
Qualifications
1 14 (22.95%) Security Cleared
2 9 (14.75%) SC Cleared
3 7 (11.48%) BPSS Clearance
4 5 (8.20%) BC Cleared
5 4 (6.56%) Microsoft Certification
6 3 (4.92%) MCSE
7 2 (3.28%) CCDP
7 2 (3.28%) CCIP
7 2 (3.28%) CCNA
7 2 (3.28%) CCNP
7 2 (3.28%) Cisco Certification
7 2 (3.28%) DV Cleared
8 1 (1.64%) MCSA
Quality Assurance & Compliance
1 23 (37.70%) Data Quality
2 2 (3.28%) PMO
2 2 (3.28%) QA
3 1 (1.64%) Disclosure Scotland
System Software
1 11 (18.03%) Active Directory
2 2 (3.28%) Active Directory Lightweight Directory Services
2 2 (3.28%) VMware Infrastructure
3 1 (1.64%) VMware ESXi
3 1 (1.64%) VMware NSX
3 1 (1.64%) vSphere
Systems Management
1 1 (1.64%) PowerCLI
1 1 (1.64%) SCCM
1 1 (1.64%) vCenter Server
1 1 (1.64%) vRealize
Vendors
1 46 (75.41%) Microsoft
2 3 (4.92%) HP
2 3 (4.92%) IBM
2 3 (4.92%) SAP
3 2 (3.28%) Alcatel-Lucent
3 2 (3.28%) Cisco
3 2 (3.28%) Dell
3 2 (3.28%) IronPort
3 2 (3.28%) Juniper
3 2 (3.28%) VMware
4 1 (1.64%) 3PAR
4 1 (1.64%) CheckPoint
4 1 (1.64%) Databricks
4 1 (1.64%) EMC
4 1 (1.64%) IFS
4 1 (1.64%) Oracle
4 1 (1.64%) Symantec