Period
to 14 October 2019

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 14 October 2019 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
14 Oct 2019
Same period 2018 Same period 2017
Rank 13 19 30
Rank change year-on-year +6 +11 +6
Contract jobs citing Migration 145 133 84
As % of all contract IT jobs advertised in Glasgow 10.39% 7.92% 6.28%
As % of the Processes & Methodologies category 11.71% 8.84% 7.06%
Number of daily rates quoted 69 75 44
Glasgow median daily rate £390 £393 £348
Median daily rate % change year-on-year -0.64% +12.95% -10.90%
10th Percentile £133 £259 £250
90th Percentile £538 £560 £488
Scotland median daily rate £430 £425 £400
% change year-on-year +1.18% +6.25% +5.96%
Number of hourly rates quoted 21 12 3
Glasgow median hourly rate £18.50 £13.50 £24.00
Median hourly rate % change year-on-year +37.04% -43.75% -
10th Percentile £11.17 £10.75 £20.30
90th Percentile £24.25 £19.50 £24.50
Scotland median hourly rate £16.68 £11.78 £17.50
% change year-on-year +41.60% -32.69% -55.13%

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 1,238 1,504 1,189
As % of all contract IT jobs advertised in Glasgow 88.68% 89.52% 88.86%
Number of daily rates quoted 732 850 628
Glasgow median daily rate £425 £400 £375
Median daily rate % change year-on-year +6.25% +6.67% +7.14%
10th Percentile £275 £262 £263
90th Percentile £575 £538 £500
Scotland median daily rate £425 £400 £390
% change year-on-year +6.25% +2.56% +9.86%
Number of hourly rates quoted 46 31 33
Glasgow median hourly rate £23.50 £19.00 £24.00
Median hourly rate % change year-on-year +23.68% -20.83% +28.00%
10th Percentile £11.17 £11.17 £10.00
90th Percentile £39.13 £35.25 £34.35
Scotland median hourly rate £22.34 £25.00 £26.25
% change year-on-year -10.66% -4.76% -16.00%

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 14 October 2019.

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

Migration
Contractor Hourly Rate Histogram in Glasgow

The hourly rate distribution of IT jobs citing Migration in Glasgow over the 6 months to 14 October 2019.

Contractor hourly rate histogram for Migration in Glasgow

For the 6 months to 14 October 2019, 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 51 (35.17%) Windows
2 45 (31.03%) Microsoft
3 37 (25.52%) Active Directory
4 35 (24.14%) Data Migration
5 26 (17.93%) SQL
5 26 (17.93%) Agile Software Development
6 25 (17.24%) Windows 10
6 25 (17.24%) Public Sector
7 24 (16.55%) Linux
8 23 (15.86%) VMware
9 22 (15.17%) C#
10 21 (14.48%) Azure
11 20 (13.79%) JavaScript
12 19 (13.10%) SQL Server Reporting Services
13 18 (12.41%) Workflow
13 18 (12.41%) Windows 7
14 17 (11.72%) Puppet
14 17 (11.72%) Workflow Development
15 16 (11.03%) DevOps
15 16 (11.03%) CRM
15 16 (11.03%) Business Intelligence
16 15 (10.34%) Finance
16 15 (10.34%) Dynamics CRM
16 15 (10.34%) PowerShell
17 14 (9.66%) Office 365
17 14 (9.66%) Power Platform
17 14 (9.66%) Continuous Integration
17 14 (9.66%) Middleware
17 14 (9.66%) Python
17 14 (9.66%) Apache

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 (9.66%) Apache
2 13 (8.97%) IIS
2 13 (8.97%) JBoss
3 12 (8.28%) SharePoint
4 7 (4.83%) Exchange Server 2013
5 3 (2.07%) IBM Domino
5 3 (2.07%) MS Exchange
6 2 (1.38%) IBM Notes
6 2 (1.38%) Tomcat
7 1 (0.69%) Blackberry Enterprise Server
7 1 (0.69%) Exchange Server 2010
7 1 (0.69%) Umbraco
Applications
1 7 (4.83%) Microsoft Office
2 4 (2.76%) Microsoft Excel
3 3 (2.07%) Microsoft Project
3 3 (2.07%) MS Visio
4 1 (0.69%) Microsoft PowerPoint
Business Applications
1 15 (10.34%) Dynamics CRM
2 1 (0.69%) Adobe Campaign
2 1 (0.69%) Oracle EBS
Cloud Services
1 21 (14.48%) Azure
2 14 (9.66%) Office 365
2 14 (9.66%) Power Platform
3 13 (8.97%) Dynamics 365
4 8 (5.52%) Microsoft Flow
5 4 (2.76%) Cloud Computing
6 2 (1.38%) AWS
6 2 (1.38%) Azure Active Directory
6 2 (1.38%) IaaS
6 2 (1.38%) PaaS
7 1 (0.69%) Azure Stack
7 1 (0.69%) npm
7 1 (0.69%) Virtual Private Cloud
Communications & Networking
1 13 (8.97%) DNS
2 8 (5.52%) DHCP
2 8 (5.52%) Firewall
3 5 (3.45%) Internet
3 5 (3.45%) LAN
3 5 (3.45%) MPLS
3 5 (3.45%) WAN
4 4 (2.76%) ADSL
4 4 (2.76%) BGP
4 4 (2.76%) DSL
4 4 (2.76%) EIGRP
4 4 (2.76%) Ethernet
4 4 (2.76%) OSPF
4 4 (2.76%) PPP
4 4 (2.76%) RIP
4 4 (2.76%) SNMP
4 4 (2.76%) TACACS
4 4 (2.76%) TCP/IP
4 4 (2.76%) VoIP
4 4 (2.76%) VPN
Database & Business Intelligence
1 19 (13.10%) SQL Server Reporting Services
2 11 (7.59%) Ingres
3 8 (5.52%) Data Warehouse
4 7 (4.83%) SQL Server
5 6 (4.14%) Power BI
6 5 (3.45%) QlikView
7 3 (2.07%) DB2
7 3 (2.07%) Electronic Patient Records
7 3 (2.07%) Qlik Sense
8 2 (1.38%) Big Data
8 2 (1.38%) BusinessObjects
8 2 (1.38%) Crystal Reports
8 2 (1.38%) MySQL
8 2 (1.38%) NoSQL
8 2 (1.38%) RDBMS
8 2 (1.38%) Relational Database
9 1 (0.69%) Hadoop
9 1 (0.69%) PostgreSQL
9 1 (0.69%) PowerCenter
9 1 (0.69%) SAP BW
Development Applications
1 5 (3.45%) TeamCity
1 5 (3.45%) Visual Studio
2 3 (2.07%) Git (software)
3 2 (1.38%) Jenkins
3 2 (1.38%) JIRA
3 2 (1.38%) PVCS
3 2 (1.38%) Subversion
4 1 (0.69%) GitLab
4 1 (0.69%) InstallShield
4 1 (0.69%) MSI
4 1 (0.69%) Wise Package Studio
General
1 25 (17.24%) Public Sector
2 15 (10.34%) Finance
3 6 (4.14%) Telecoms
4 4 (2.76%) Banking
4 4 (2.76%) Manufacturing
5 3 (2.07%) Marketing
6 2 (1.38%) Electronics
6 2 (1.38%) Investment Banking
6 2 (1.38%) Retail Banking
Job Titles
1 29 (20.00%) Developer
2 19 (13.10%) Migration Engineer
3 16 (11.03%) Deployment Engineer
4 15 (10.34%) Project Manager
5 14 (9.66%) Architect
6 12 (8.28%) Analyst
7 10 (6.90%) CRM Developer
8 9 (6.21%) Microsoft Developer
9 8 (5.52%) Windows Engineer
10 7 (4.83%) Solutions Architect
10 7 (4.83%) Windows Deployment Engineer
11 5 (3.45%) Dynamics CRM Developer
11 5 (3.45%) Network Engineer
11 5 (3.45%) Technical Specialist
12 4 (2.76%) Deployment Specialist
12 4 (2.76%) Desktop Engineer
12 4 (2.76%) Migration Project Manager
12 4 (2.76%) Support Specialist
12 4 (2.76%) Technical Support
12 4 (2.76%) Technical Support Specialist
Libraries, Frameworks & Software Standards
1 14 (9.66%) Middleware
2 13 (8.97%) XML
3 6 (4.14%) .NET
3 6 (4.14%) REST
3 6 (4.14%) Web Services
4 5 (3.45%) SOAP
5 3 (2.07%) JSON
6 2 (1.38%) HTML
6 2 (1.38%) LDAP
7 1 (0.69%) .NET Framework
7 1 (0.69%) ASP.NET Web API
7 1 (0.69%) Entity Framework
7 1 (0.69%) JDBC
7 1 (0.69%) LAMP
7 1 (0.69%) ODBC
7 1 (0.69%) Sass
7 1 (0.69%) XSD
7 1 (0.69%) XSL
Miscellaneous
1 6 (4.14%) Data Centre
1 6 (4.14%) iPad
2 5 (3.45%) AS400
2 5 (3.45%) iSeries
3 4 (2.76%) Analytical Skills
3 4 (2.76%) iPhone
4 3 (2.07%) e-Health
4 3 (2.07%) LIMS
4 3 (2.07%) NHS
4 3 (2.07%) PACS
4 3 (2.07%) Replication
5 2 (1.38%) CESG
5 2 (1.38%) CMDB
5 2 (1.38%) Enterprise Software
5 2 (1.38%) Greenfield Project
5 2 (1.38%) Mobile App
6 1 (0.69%) Enterprise Storage
6 1 (0.69%) Hybrid Cloud
6 1 (0.69%) Private Cloud
6 1 (0.69%) Self-Motivation
Operating Systems
1 51 (35.17%) Windows
2 25 (17.24%) Windows 10
3 24 (16.55%) Linux
4 18 (12.41%) Windows 7
5 13 (8.97%) CentOS
6 8 (5.52%) Windows XP
7 5 (3.45%) Unix
8 2 (1.38%) Windows Server
8 2 (1.38%) Windows Server 2012
9 1 (0.69%) AIX
9 1 (0.69%) Mac OS
9 1 (0.69%) Red Hat Enterprise Linux
Processes & Methodologies
1 35 (24.14%) Data Migration
2 26 (17.93%) Agile Software Development
3 18 (12.41%) Workflow
4 17 (11.72%) Workflow Development
5 16 (11.03%) Business Intelligence
5 16 (11.03%) CRM
5 16 (11.03%) DevOps
6 14 (9.66%) Continuous Integration
7 13 (8.97%) Digital Transformation Programme
7 13 (8.97%) Runbook
8 11 (7.59%) Web Application Development
9 10 (6.90%) Data Modelling
9 10 (6.90%) Stakeholder Management
10 9 (6.21%) Business Process Analysis
11 8 (5.52%) Incident Management
11 8 (5.52%) Service Design
11 8 (5.52%) Time Management
12 7 (4.83%) Performance Management
13 6 (4.14%) Change Management
13 6 (4.14%) Data Architecture
Programming Languages
1 26 (17.93%) SQL
2 22 (15.17%) C#
3 20 (13.79%) JavaScript
4 15 (10.34%) PowerShell
5 14 (9.66%) Python
6 13 (8.97%) Bash Shell
6 13 (8.97%) Ruby
7 6 (4.14%) Java
8 3 (2.07%) PL/SQL
9 2 (1.38%) VB
10 1 (0.69%) C
10 1 (0.69%) R
10 1 (0.69%) VBScript
Qualifications
1 10 (6.90%) Security Cleared
2 9 (6.21%) BPSS Clearance
3 6 (4.14%) DBS Check
3 6 (4.14%) SC Cleared
4 5 (3.45%) BC Cleared
5 4 (2.76%) CCDP
5 4 (2.76%) CCIP
5 4 (2.76%) CCNA
5 4 (2.76%) CCNP
5 4 (2.76%) Cisco Certification
6 3 (2.07%) ITIL Foundation Certificate
6 3 (2.07%) Microsoft Certification
7 2 (1.38%) Degree
7 2 (1.38%) PRINCE2 Practitioner
8 1 (0.69%) DV Cleared
8 1 (0.69%) ITIL Certification
Quality Assurance & Compliance
1 13 (8.97%) Data Quality
2 8 (5.52%) QA
3 3 (2.07%) HL7
3 3 (2.07%) PMO
4 2 (1.38%) GDPR
4 2 (1.38%) HMG Security Policy Framework
4 2 (1.38%) ISO/IEC 27001
4 2 (1.38%) JSP 440
4 2 (1.38%) NCSC
5 1 (0.69%) Disclosure Scotland
5 1 (0.69%) SLA
System Software
1 37 (25.52%) Active Directory
2 6 (4.14%) VMware Infrastructure
3 2 (1.38%) Tivoli Workload Scheduler
3 2 (1.38%) VMware ESXi
4 1 (0.69%) Microsoft App-V
Systems Management
1 17 (11.72%) Puppet
2 12 (8.28%) SCCM
3 3 (2.07%) Ansible
3 3 (2.07%) Microsoft Intune
3 3 (2.07%) SCOM
4 2 (1.38%) AirWatch
4 2 (1.38%) BMC PATROL
4 2 (1.38%) Icinga
4 2 (1.38%) Jamf Pro
4 2 (1.38%) Opscode Chef
4 2 (1.38%) Tivoli
5 1 (0.69%) vCenter Server
Vendors
1 45 (31.03%) Microsoft
2 23 (15.86%) VMware
3 13 (8.97%) Apple
4 12 (8.28%) NetApp
5 7 (4.83%) Avaya
5 7 (4.83%) IBM
5 7 (4.83%) Symantec
6 6 (4.14%) Oracle
7 5 (3.45%) Cisco
8 4 (2.76%) Alcatel-Lucent
8 4 (2.76%) Juniper
9 3 (2.07%) SAP
10 2 (1.38%) AppDynamics
10 2 (1.38%) BMC
10 2 (1.38%) Lotus
10 2 (1.38%) MicroStrategy
10 2 (1.38%) Netezza
10 2 (1.38%) ServiceNow
10 2 (1.38%) Tableau
11 1 (0.69%) Talend