Period
to 18 February 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 February 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 Feb 2020
Same period 2019 Same period 2018
Rank 25 26 21
Rank change year-on-year +1 -5 -2
Contract jobs citing Migration 82 109 88
As % of all contract IT jobs advertised in Glasgow 6.57% 7.23% 7.57%
As % of the Processes & Methodologies category 7.67% 8.15% 8.64%
Number of daily rates quoted 43 62 49
Glasgow median daily rate £450 £415 £350
Median daily rate % change year-on-year +8.43% +18.57% +5.66%
10th Percentile £133 £313 £181
90th Percentile £538 £609 £438
Scotland median daily rate £425 £425 £400
% change year-on-year - +6.25% +6.67%
Number of hourly rates quoted 17 2 9
Glasgow median hourly rate £15.86 £15.39 £15.86
Median hourly rate % change year-on-year +3.05% -2.96% -
10th Percentile £11.17 £11.90 £13.00
90th Percentile £23.75 £18.79 £21.70
Scotland median hourly rate £15.86 £13.00 £20.11
% change year-on-year +22.00% -35.34% +14.89%

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 1,069 1,337 1,019
As % of all contract IT jobs advertised in Glasgow 85.59% 88.66% 87.62%
Number of daily rates quoted 651 823 601
Glasgow median daily rate £430 £400 £375
Median daily rate % change year-on-year +7.50% +6.67% +5.63%
10th Percentile £275 £263 £260
90th Percentile £588 £550 £500
Scotland median daily rate £425 £413 £400
% change year-on-year +3.03% +3.13% +6.67%
Number of hourly rates quoted 47 36 29
Glasgow median hourly rate £20.00 £22.94 £24.00
Median hourly rate % change year-on-year -12.81% -4.43% +14.29%
10th Percentile £11.17 £12.25 £10.00
90th Percentile £35.00 £42.00 £36.00
Scotland median hourly rate £22.50 £24.50 £21.50
% change year-on-year -8.16% +13.95% +10.26%

Migration
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Migration in Glasgow

Migration
Contractor Daily Rate Trend in Glasgow

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

Contractor daily rate trend for Migration in Glasgow

Migration
Contractor Daily Rate Histogram in Glasgow

The daily rate distribution of IT jobs citing Migration in Glasgow over the 6 months to 18 February 2020.

Contractor daily rate histogram for Migration in Glasgow

Migration
Contractor Hourly Rate Trend in Glasgow

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

Contractor hourly rate trend for Migration in Glasgow

For the 6 months to 18 February 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 35 (42.68%) Microsoft
2 30 (36.59%) Windows
3 25 (30.49%) Windows 10
4 21 (25.61%) Data Migration
5 18 (21.95%) Windows 7
6 17 (20.73%) Azure
7 15 (18.29%) Active Directory
7 15 (18.29%) Public Sector
8 14 (17.07%) SharePoint
8 14 (17.07%) Agile Software Development
9 13 (15.85%) Continuous Integration
10 12 (14.63%) Time Management
10 12 (14.63%) Windows XP
10 12 (14.63%) Business Intelligence
11 10 (12.20%) Data Modelling
11 10 (12.20%) JavaScript
11 10 (12.20%) Office 365
11 10 (12.20%) Power Platform
12 9 (10.98%) Data Quality
12 9 (10.98%) SQL Server Reporting Services
12 9 (10.98%) Linux
12 9 (10.98%) Apple
12 9 (10.98%) Workflow
12 9 (10.98%) Finance
13 8 (9.76%) Stakeholder Management
13 8 (9.76%) C#
13 8 (9.76%) Oracle
13 8 (9.76%) Microsoft Flow
13 8 (9.76%) Workflow Development
14 7 (8.54%) Microservices

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 14 (17.07%) SharePoint
2 3 (3.66%) Exchange Server 2013
3 2 (2.44%) MS Exchange
4 1 (1.22%) Exchange Server 2010
4 1 (1.22%) Skype for Business
Applications
1 5 (6.10%) Microsoft Office
2 2 (2.44%) Microsoft Project
3 1 (1.22%) Microsoft Excel
3 1 (1.22%) Microsoft PowerPoint
3 1 (1.22%) MS Visio
Business Applications
1 6 (7.32%) Dynamics CRM
2 1 (1.22%) Adobe Campaign
Cloud Services
1 17 (20.73%) Azure
2 10 (12.20%) Office 365
2 10 (12.20%) Power Platform
3 8 (9.76%) Microsoft Flow
4 6 (7.32%) Dynamics 365
5 3 (3.66%) AWS
6 2 (2.44%) Boomi
6 2 (2.44%) Cloud Computing
6 2 (2.44%) PaaS
7 1 (1.22%) Azure Stack
7 1 (1.22%) GitHub
7 1 (1.22%) IaaS
7 1 (1.22%) OneDrive
7 1 (1.22%) SaaS
7 1 (1.22%) Yammer
Communications & Networking
1 5 (6.10%) DNS
2 3 (3.66%) DHCP
2 3 (3.66%) HTTP
2 3 (3.66%) Internet
2 3 (3.66%) VPN
3 2 (2.44%) ADSL
3 2 (2.44%) BGP
3 2 (2.44%) DSL
3 2 (2.44%) EIGRP
3 2 (2.44%) Ethernet
3 2 (2.44%) Firewall
3 2 (2.44%) IPsec
3 2 (2.44%) LAN
3 2 (2.44%) MPLS
3 2 (2.44%) OSPF
3 2 (2.44%) PPP
3 2 (2.44%) RIP
3 2 (2.44%) SNMP
3 2 (2.44%) TACACS
3 2 (2.44%) TCP/IP
Database & Business Intelligence
1 9 (10.98%) SQL Server Reporting Services
2 6 (7.32%) Data Warehouse
3 4 (4.88%) DB2
3 4 (4.88%) Electronic Patient Records
3 4 (4.88%) Oracle Database
4 3 (3.66%) NoSQL
4 3 (3.66%) Oracle Database 11g
4 3 (3.66%) Oracle Database 12c
4 3 (3.66%) Oracle Exadata
4 3 (3.66%) QlikView
4 3 (3.66%) SQL Server
5 2 (2.44%) BusinessObjects
5 2 (2.44%) Crystal Reports
5 2 (2.44%) Oracle Database 10g
5 2 (2.44%) Power BI
5 2 (2.44%) RDBMS
5 2 (2.44%) Relational Database
6 1 (1.22%) Enterprise Data Warehouse
6 1 (1.22%) Qlik Sense
6 1 (1.22%) VLDB
Development Applications
1 5 (6.10%) TeamCity
1 5 (6.10%) Visual Studio
2 2 (2.44%) JIRA
3 1 (1.22%) InstallShield
3 1 (1.22%) MSI
3 1 (1.22%) Oracle Forms
3 1 (1.22%) Wise Package Studio
General
1 15 (18.29%) Public Sector
2 9 (10.98%) Finance
3 4 (4.88%) Banking
4 3 (3.66%) Telecoms
5 2 (2.44%) Marketing
6 1 (1.22%) Back Office
6 1 (1.22%) Electronics
6 1 (1.22%) Investment Banking
6 1 (1.22%) Manufacturing
Job Titles
1 17 (20.73%) Architect
2 11 (13.41%) Developer
3 10 (12.20%) Deployment Engineer
3 10 (12.20%) Project Manager
4 7 (8.54%) Data Architect
4 7 (8.54%) DBA
5 6 (7.32%) Microsoft Developer
6 5 (6.10%) Desktop Engineer
6 5 (6.10%) Desktop Support
6 5 (6.10%) Solutions Architect
7 4 (4.88%) Analyst
8 3 (3.66%) Consultant
8 3 (3.66%) DB2 DBA
8 3 (3.66%) Infrastructure Manager
8 3 (3.66%) Integration Architect
8 3 (3.66%) Migration Engineer
8 3 (3.66%) Windows Engineer
9 2 (2.44%) CRM Developer
9 2 (2.44%) Desktop Support Engineer
9 2 (2.44%) Dynamics CRM Developer
Libraries, Frameworks & Software Standards
1 6 (7.32%) RESTful
2 5 (6.10%) Web Services
3 4 (4.88%) JSON
4 3 (3.66%) SOAP
4 3 (3.66%) XML
5 1 (1.22%) .NET
5 1 (1.22%) CSS
5 1 (1.22%) HTML
5 1 (1.22%) Twig
Miscellaneous
1 4 (4.88%) e-Health
1 4 (4.88%) LIMS
1 4 (4.88%) PACS
1 4 (4.88%) Replication
2 3 (3.66%) iPad
2 3 (3.66%) iPhone
2 3 (3.66%) NHS
3 2 (2.44%) Analytical Skills
3 2 (2.44%) Data Centre
3 2 (2.44%) Greenfield Project
3 2 (2.44%) Mobile App
3 2 (2.44%) Public Cloud
4 1 (1.22%) AS400
4 1 (1.22%) Cyberattack
4 1 (1.22%) iSeries
4 1 (1.22%) Linux Command Line
4 1 (1.22%) Private Cloud
4 1 (1.22%) Reference Data
4 1 (1.22%) User Experience
Operating Systems
1 30 (36.59%) Windows
2 25 (30.49%) Windows 10
3 18 (21.95%) Windows 7
4 12 (14.63%) Windows XP
5 9 (10.98%) Linux
6 2 (2.44%) Solaris
7 1 (1.22%) HPUX
7 1 (1.22%) Windows Server 2008
Processes & Methodologies
1 21 (25.61%) Data Migration
2 14 (17.07%) Agile Software Development
3 13 (15.85%) Continuous Integration
4 12 (14.63%) Business Intelligence
4 12 (14.63%) Time Management
5 10 (12.20%) Data Modelling
6 9 (10.98%) Workflow
7 8 (9.76%) Stakeholder Management
7 8 (9.76%) Workflow Development
8 7 (8.54%) CRM
8 7 (8.54%) ETL
8 7 (8.54%) Microservices
9 6 (7.32%) Analytics
9 6 (7.32%) Break/Fix
9 6 (7.32%) Data Architecture
10 5 (6.10%) Database Security
10 5 (6.10%) Project Delivery
10 5 (6.10%) Project Management
10 5 (6.10%) Test Automation
11 4 (4.88%) Disaster Recovery
Programming Languages
1 10 (12.20%) JavaScript
2 8 (9.76%) C#
3 7 (8.54%) SQL
4 3 (3.66%) PL/SQL
5 1 (1.22%) C
5 1 (1.22%) Java
5 1 (1.22%) Korn
5 1 (1.22%) Perl
5 1 (1.22%) PHP
5 1 (1.22%) PowerShell
5 1 (1.22%) VB
5 1 (1.22%) VBScript
Qualifications
1 4 (4.88%) Security Cleared
2 3 (3.66%) BPSS Clearance
2 3 (3.66%) DBS Check
2 3 (3.66%) Degree
2 3 (3.66%) Microsoft Certification
2 3 (3.66%) SC Cleared
3 2 (2.44%) BC Cleared
3 2 (2.44%) CCDP
3 2 (2.44%) CCIP
3 2 (2.44%) CCNA
3 2 (2.44%) CCNP
3 2 (2.44%) Cisco Certification
4 1 (1.22%) DV Cleared
4 1 (1.22%) ITIL Foundation Certificate
4 1 (1.22%) OCP
4 1 (1.22%) Oracle Certification
4 1 (1.22%) PRINCE2 Practitioner
4 1 (1.22%) TOGAF Certification
Quality Assurance & Compliance
1 9 (10.98%) Data Quality
2 5 (6.10%) QA
3 4 (4.88%) HL7
4 1 (1.22%) FINREP
4 1 (1.22%) GDPR
4 1 (1.22%) PMO
System Software
1 15 (18.29%) Active Directory
2 3 (3.66%) Oracle RAC
3 1 (1.22%) LXC
3 1 (1.22%) Microsoft App-V
3 1 (1.22%) VMware Infrastructure
Systems Management
1 5 (6.10%) SCCM
2 3 (3.66%) Data Guard
2 3 (3.66%) Microsoft Intune
3 2 (2.44%) Oracle RMAN
4 1 (1.22%) Enterprise Manager Cloud Control
Vendors
1 35 (42.68%) Microsoft
2 9 (10.98%) Apple
3 8 (9.76%) Oracle
4 3 (3.66%) Avaya
5 2 (2.44%) Alcatel-Lucent
5 2 (2.44%) Cisco
5 2 (2.44%) Dell
5 2 (2.44%) Juniper
5 2 (2.44%) SAP
5 2 (2.44%) Symantec
5 2 (2.44%) Tableau
6 1 (1.22%) Adobe
6 1 (1.22%) CA
6 1 (1.22%) Citrix
6 1 (1.22%) IBM
6 1 (1.22%) VMware