Period
to

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Migration skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Migration over the 6 months to 2 July 2022 with a comparison to the same period in the previous 2 years.

Migration
Scotland > Glasgow
6 months to
2 Jul 2022
Same period 2021 Same period 2020
Rank 43 58 64
Rank change year-on-year +15 +6 +41
Permanent jobs citing Migration 90 53 32
As % of all permanent jobs advertised in Glasgow 5.12% 3.71% 3.14%
As % of the Processes & Methodologies category 5.45% 4.04% 3.32%
Number of salaries quoted 49 33 19
10th Percentile £32,500 £24,900 £34,750
25th Percentile £41,250 £38,750 £41,250
Median annual salary (50th Percentile) £50,000 £50,000 £50,000
Median % change year-on-year - - +11.11%
75th Percentile £60,000 £70,000 £57,500
90th Percentile £65,000 £81,250 £68,250
Scotland median annual salary £50,000 £55,000 £50,000
% change year-on-year -9.09% +10.00% +2.56%

Migration is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Glasgow with a requirement for process or methodology skills.

All Process and Methodology Skills
Glasgow
Permanent vacancies with a requirement for process or methodology skills 1,651 1,312 964
As % of all permanent IT jobs advertised in Glasgow 93.97% 91.81% 94.60%
Number of salaries quoted 815 878 668
10th Percentile £31,000 £32,500 £31,250
25th Percentile £38,318 £37,500 £37,500
Median annual salary (50th Percentile) £50,000 £47,500 £45,000
Median % change year-on-year +5.26% +5.56% -
75th Percentile £65,000 £60,000 £55,000
90th Percentile £77,500 £72,500 £62,500
Scotland median annual salary £55,000 £48,000 £47,500
% change year-on-year +14.58% +1.05% +5.56%

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
Salary Trend in Glasgow

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

Salary trend for Migration in Glasgow

Migration
Salary Histogram in Glasgow

Salary distribution for jobs citing Migration in Glasgow over the 6 months to 2 July 2022.

Salary histogram for Migration in Glasgow

For the 6 months to 2 July 2022, IT 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 permanent job ads across the Glasgow region with a requirement for Migration.

1 39 (43.33%) Data Migration
2 38 (42.22%) Microsoft
3 36 (40.00%) Azure
4 35 (38.89%) SharePoint
5 34 (37.78%) Security Cleared
6 32 (35.56%) Agile
6 32 (35.56%) Content Management
7 30 (33.33%) PowerShell
7 30 (33.33%) Social Skills
8 29 (32.22%) Change Control
9 28 (31.11%) AWS
9 28 (31.11%) Power Platform
10 26 (28.89%) Microsoft 365
11 25 (27.78%) Problem-Solving
12 24 (26.67%) React
13 23 (25.56%) SharePoint 2013
13 23 (25.56%) TypeScript
13 23 (25.56%) OneDrive
13 23 (25.56%) Yammer
13 23 (25.56%) Data Analytics
13 23 (25.56%) Analytics
13 23 (25.56%) Visualisation
13 23 (25.56%) SC Cleared
13 23 (25.56%) DataOps
14 22 (24.44%) SQL
15 20 (22.22%) Business Analysis
16 13 (14.44%) SQL Server
17 12 (13.33%) .NET
17 12 (13.33%) ETL
18 11 (12.22%) COM

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 35 (38.89%) SharePoint
2 23 (25.56%) SharePoint 2013
3 10 (11.11%) CMS
4 5 (5.56%) Sitecore CMS
5 2 (2.22%) Exchange Server 2003
5 2 (2.22%) Exchange Server 2007
5 2 (2.22%) Exchange Server 2010
5 2 (2.22%) Exchange Server 2013
5 2 (2.22%) MS Exchange
6 1 (1.11%) Skype for Business
6 1 (1.11%) Umbraco
Applications
1 4 (4.44%) Microsoft Excel
2 1 (1.11%) Microsoft Office
Business Applications
1 3 (3.33%) Dynamics CRM
1 3 (3.33%) SAP Business One
Cloud Services
1 36 (40.00%) Azure
2 28 (31.11%) AWS
2 28 (31.11%) Power Platform
3 26 (28.89%) Microsoft 365
4 23 (25.56%) OneDrive
4 23 (25.56%) Yammer
5 7 (7.78%) SaaS
6 3 (3.33%) Semaphore
7 2 (2.22%) Azure DevOps
7 2 (2.22%) Force.com
7 2 (2.22%) Salesforce Sales Cloud
8 1 (1.11%) Azure Active Directory
8 1 (1.11%) IaaS
8 1 (1.11%) PaaS
Communications & Networking
1 3 (3.33%) LAN
1 3 (3.33%) WAN
2 2 (2.22%) DHCP
2 2 (2.22%) DNS
2 2 (2.22%) Firewall
2 2 (2.22%) Structured Cabling
2 2 (2.22%) TCP/IP
2 2 (2.22%) Wi-Fi
3 1 (1.11%) Skype
3 1 (1.11%) Unified Communications
Database & Business Intelligence
1 13 (14.44%) SQL Server
2 7 (7.78%) Relational Database
3 5 (5.56%) Azure SQL Database
3 5 (5.56%) NoSQL
3 5 (5.56%) Power BI
4 4 (4.44%) MS Access
4 4 (4.44%) MySQL
4 4 (4.44%) SQL Server Integration Services
5 3 (3.33%) Big Data
5 3 (3.33%) Crystal Reports
5 3 (3.33%) Elasticsearch
5 3 (3.33%) Oracle Reports
Development Applications
1 9 (10.00%) JIRA
2 3 (3.33%) Git (software)
3 2 (2.22%) Ant
3 2 (2.22%) Eclipse
3 2 (2.22%) Visual Studio Code
General
1 30 (33.33%) Social Skills
2 11 (12.22%) Public Sector
3 10 (11.11%) Finance
4 6 (6.67%) Analytical Skills
5 3 (3.33%) Manufacturing
6 2 (2.22%) Local Government
6 2 (2.22%) Police
7 1 (1.11%) Back Office
7 1 (1.11%) Law
7 1 (1.11%) Legal
7 1 (1.11%) Organisational Skills
Job Titles
1 32 (35.56%) Developer
2 23 (25.56%) Senior Developer
2 23 (25.56%) Senior SharePoint Developer
2 23 (25.56%) SharePoint Developer
3 22 (24.44%) Analyst
4 16 (17.78%) Business Analyst
5 9 (10.00%) Architect
6 7 (7.78%) Migration Engineer
6 7 (7.78%) Support Analyst
7 5 (5.56%) Migration Architect
7 5 (5.56%) Project Manager
7 5 (5.56%) SQL Developer
8 4 (4.44%) Data Engineer
8 4 (4.44%) Data Migration Engineer
8 4 (4.44%) SaaS Analyst
8 4 (4.44%) Salesforce Architect
8 4 (4.44%) SharePoint Architect
8 4 (4.44%) SQL Analyst
8 4 (4.44%) SQL Data Analyst
8 4 (4.44%) SQL Support Analyst
Libraries, Frameworks & Software Standards
1 24 (26.67%) React
2 12 (13.33%) .NET
3 11 (12.22%) COM
4 10 (11.11%) HTML
5 8 (8.89%) HTML5
6 6 (6.67%) Web Services
7 5 (5.56%) AngularJS
7 5 (5.56%) CSS
7 5 (5.56%) CSS3
7 5 (5.56%) REST
7 5 (5.56%) SOAP
8 4 (4.44%) Visualforce
9 3 (3.33%) J2EE
9 3 (3.33%) Kafka
9 3 (3.33%) RESTful
9 3 (3.33%) Spring
10 2 (2.22%) JSON
10 2 (2.22%) Lightning Web Components
10 2 (2.22%) Velocity
10 2 (2.22%) XML
Miscellaneous
1 10 (11.11%) Hybrid Cloud
2 7 (7.78%) Data Structures
3 3 (3.33%) Algorithms
3 3 (3.33%) Public Cloud
3 3 (3.33%) Replication
4 2 (2.22%) Data Protection Act
4 2 (2.22%) Legacy Systems
4 2 (2.22%) Self-Motivation
5 1 (1.11%) Analytical Mindset
5 1 (1.11%) Greenfield Project
5 1 (1.11%) Mobile App
5 1 (1.11%) PKI
5 1 (1.11%) Robotics
5 1 (1.11%) Wiki
Operating Systems
1 5 (5.56%) Windows
2 4 (4.44%) Unix
2 4 (4.44%) Windows Server
3 2 (2.22%) Linux
3 2 (2.22%) Windows 2000 Server
3 2 (2.22%) Windows Server 2003
3 2 (2.22%) Windows Server 2008
4 1 (1.11%) Windows Server 2012
Processes & Methodologies
1 39 (43.33%) Data Migration
2 32 (35.56%) Agile
2 32 (35.56%) Content Management
3 29 (32.22%) Change Control
4 25 (27.78%) Problem-Solving
5 23 (25.56%) Analytics
5 23 (25.56%) Data Analytics
5 23 (25.56%) DataOps
5 23 (25.56%) Visualisation
6 20 (22.22%) Business Analysis
7 12 (13.33%) ETL
8 11 (12.22%) Requirements Gathering
9 10 (11.11%) Project Management
10 9 (10.00%) Computer Science
10 9 (10.00%) Enterprise Content Management
11 8 (8.89%) CRM
12 6 (6.67%) DevOps
12 6 (6.67%) ERP
12 6 (6.67%) Full Stack Development
13 5 (5.56%) Data Transformation
Programming Languages
1 30 (33.33%) PowerShell
2 23 (25.56%) TypeScript
3 22 (24.44%) SQL
4 9 (10.00%) Python
5 6 (6.67%) C#
5 6 (6.67%) JavaScript
6 5 (5.56%) T-SQL
7 4 (4.44%) Apex Code
7 4 (4.44%) Java
7 4 (4.44%) SOQL
8 2 (2.22%) SOSL
9 1 (1.11%) PHP
9 1 (1.11%) Scala
9 1 (1.11%) VB.NET
Qualifications
1 34 (37.78%) Security Cleared
2 23 (25.56%) SC Cleared
3 8 (8.89%) Degree
4 3 (3.33%) Master's Degree
5 1 (1.11%) ITIL Certification
5 1 (1.11%) Microsoft Certification
Quality Assurance & Compliance
1 6 (6.67%) SLA
2 3 (3.33%) PMO
System Software
1 4 (4.44%) Active Directory
Systems Management
1 2 (2.22%) FortiGate
2 1 (1.11%) Active Directory Federation Services
2 1 (1.11%) WSUS
Vendors
1 38 (42.22%) Microsoft
2 5 (5.56%) Salesforce.com
2 5 (5.56%) Sitecore
3 3 (3.33%) Oracle
3 3 (3.33%) SAP
4 2 (2.22%) Cisco
4 2 (2.22%) Meraki
4 2 (2.22%) Ubiquiti
4 2 (2.22%) VMware
4 2 (2.22%) WatchGuard
5 1 (1.11%) Mitel
5 1 (1.11%) UiPath