Period
to 9 July 2020

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 9 July 2020 with a comparison to the same period in the previous 2 years.

Migration
Scotland > Glasgow
6 months to
9 Jul 2020
Same period 2019 Same period 2018
Rank 63 101 78
Rank change year-on-year +38 -23 +41
Permanent jobs citing Migration 31 35 90
As % of all permanent jobs advertised in Glasgow 3.05% 1.81% 3.61%
As % of the Processes & Methodologies category 3.23% 1.93% 3.80%
Number of salaries quoted 20 29 36
Median annual salary £50,000 £45,000 £48,750
Median salary % change year-on-year +11.11% -7.69% +33.52%
10th Percentile £34,875 £29,961 £30,625
90th Percentile £67,875 £78,000 £66,250
Scotland median annual salary £50,000 £48,625 £50,000
% change year-on-year +2.83% -2.75% +17.65%

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 959 1,817 2,367
As % of all permanent IT jobs advertised in Glasgow 94.30% 94.15% 95.06%
Number of salaries quoted 659 1,276 1,721
Median annual salary £45,000 £45,000 £47,000
Median salary % change year-on-year - -4.26% +4.44%
10th Percentile £31,250 £31,250 £31,000
90th Percentile £62,500 £67,500 £70,000
Scotland median annual salary £47,500 £45,000 £45,000
% change year-on-year +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 9 July 2020.

Salary histogram for Migration in Glasgow

For the 6 months to 9 July 2020, 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 12 (38.71%) SQL
2 9 (29.03%) Cisco
2 9 (29.03%) Microsoft
3 8 (25.81%) SQL Server
3 8 (25.81%) Public Sector
4 7 (22.58%) Customer Requirements
4 7 (22.58%) Windows
4 7 (22.58%) Active Directory
4 7 (22.58%) Microsoft Certification
4 7 (22.58%) Finance
5 6 (19.35%) Capita
5 6 (19.35%) DNS
5 6 (19.35%) DHCP
5 6 (19.35%) C#
5 6 (19.35%) Patch Management
5 6 (19.35%) SDLC
5 6 (19.35%) Windows 10
5 6 (19.35%) SCCM
5 6 (19.35%) Hyper-V
6 5 (16.13%) Data Migration
6 5 (16.13%) Azure
6 5 (16.13%) Firewall
6 5 (16.13%) Service Management
6 5 (16.13%) Stakeholder Management
7 4 (12.90%) Local Government
7 4 (12.90%) SQL Server Integration Services
7 4 (12.90%) Retail
7 4 (12.90%) SQL Server Reporting Services
7 4 (12.90%) .NET
7 4 (12.90%) LAN

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 2 (6.45%) Exchange Server 2013
Applications
1 3 (9.68%) Microsoft Excel
2 2 (6.45%) Microsoft Office
Business Applications
1 1 (3.23%) Magento
1 1 (3.23%) Oracle ERP
Cloud Services
1 5 (16.13%) Azure
2 3 (9.68%) AWS
3 2 (6.45%) Office 365
3 2 (6.45%) Power Platform
4 1 (3.23%) AWS CloudFormation
4 1 (3.23%) Cloud Computing
4 1 (3.23%) GitHub
4 1 (3.23%) IaaS
4 1 (3.23%) Oracle CX
4 1 (3.23%) PaaS
4 1 (3.23%) SaaS
Communications & Networking
1 6 (19.35%) DHCP
1 6 (19.35%) DNS
2 5 (16.13%) Firewall
3 4 (12.90%) LAN
3 4 (12.90%) WAN
4 3 (9.68%) Network Security
5 2 (6.45%) BGP
5 2 (6.45%) BIG-IP
5 2 (6.45%) Cisco Nexus
5 2 (6.45%) EIGRP
5 2 (6.45%) F5 BIG-IP GTM
5 2 (6.45%) F5 BIG-IP LTM
5 2 (6.45%) MPLS
5 2 (6.45%) OSPF
5 2 (6.45%) VPN
5 2 (6.45%) Wireless
Database & Business Intelligence
1 8 (25.81%) SQL Server
2 4 (12.90%) SQL Server Integration Services
2 4 (12.90%) SQL Server Reporting Services
3 2 (6.45%) Data Warehouse
3 2 (6.45%) MySQL
3 2 (6.45%) Power BI
4 1 (3.23%) Amazon Aurora
4 1 (3.23%) BusinessObjects
4 1 (3.23%) Relational Database
4 1 (3.23%) SQL Server 2000
4 1 (3.23%) SQL Server 2016
4 1 (3.23%) SQL Server Analysis Services
Development Applications
1 2 (6.45%) Git (software)
1 2 (6.45%) Team Foundation Server
1 2 (6.45%) Visual Studio
2 1 (3.23%) GitLab
2 1 (3.23%) Jenkins
2 1 (3.23%) Subversion
General
1 8 (25.81%) Public Sector
2 7 (22.58%) Finance
3 4 (12.90%) Local Government
3 4 (12.90%) Retail
4 3 (9.68%) Legal
5 2 (6.45%) Manufacturing
6 1 (3.23%) Billing
6 1 (3.23%) Law
Job Titles
1 10 (32.26%) Developer
2 6 (19.35%) Consultant
2 6 (19.35%) Technical Consultant
3 4 (12.90%) SCCM Consultant
3 4 (12.90%) Senior Developer
4 3 (9.68%) .NET Developer
4 3 (9.68%) Analyst
5 2 (6.45%) Business Developer
5 2 (6.45%) Business Intelligence Developer
5 2 (6.45%) Data Analyst
5 2 (6.45%) DevOps Engineer
5 2 (6.45%) Firewall Engineer
5 2 (6.45%) Infrastructure Manager
5 2 (6.45%) IT Manager
5 2 (6.45%) Microsoft Consultant
5 2 (6.45%) Network Engineer
5 2 (6.45%) Network Infrastructure Manager
5 2 (6.45%) Network Manager
6 1 (3.23%) Cloud Solutions Architect
6 1 (3.23%) Oracle Solutions Architect
Libraries, Frameworks & Software Standards
1 4 (12.90%) .NET
2 3 (9.68%) JSON
3 2 (6.45%) REST
4 1 (3.23%) Ajax
4 1 (3.23%) AngularJS
4 1 (3.23%) ASP.NET Web API
4 1 (3.23%) CSS
4 1 (3.23%) HTML
4 1 (3.23%) Middleware
4 1 (3.23%) React
4 1 (3.23%) SOAP
4 1 (3.23%) Web Services
4 1 (3.23%) XML
4 1 (3.23%) YAML
Miscellaneous
1 3 (9.68%) Market Risk
2 2 (6.45%) Data Centre
2 2 (6.45%) Hybrid Cloud
2 2 (6.45%) Replication
3 1 (3.23%) Client/Server
3 1 (3.23%) EMC VNX
3 1 (3.23%) Enterprise Cloud
3 1 (3.23%) Enterprise Software
3 1 (3.23%) Greenfield Project
3 1 (3.23%) Reference Data
3 1 (3.23%) Self-Motivation
Operating Systems
1 7 (22.58%) Windows
2 6 (19.35%) Windows 10
3 4 (12.90%) Windows 7
3 4 (12.90%) Windows 8
4 2 (6.45%) Linux
5 1 (3.23%) Unix
Processes & Methodologies
1 7 (22.58%) Customer Requirements
2 6 (19.35%) Patch Management
2 6 (19.35%) SDLC
3 5 (16.13%) Data Migration
3 5 (16.13%) Service Management
3 5 (16.13%) Stakeholder Management
4 4 (12.90%) Problem-Solving
5 3 (9.68%) Agile Software Development
5 3 (9.68%) Data Cleansing
5 3 (9.68%) DevOps
5 3 (9.68%) Disaster Recovery
5 3 (9.68%) Process Management
5 3 (9.68%) Project Delivery
5 3 (9.68%) Strategic Roadmap
5 3 (9.68%) Visualisation
6 2 (6.45%) Asset Management
6 2 (6.45%) ERP
6 2 (6.45%) Information Security
6 2 (6.45%) ITSM
6 2 (6.45%) Supplier Management
Programming Languages
1 12 (38.71%) SQL
2 6 (19.35%) C#
3 2 (6.45%) PowerShell
3 2 (6.45%) Python
4 1 (3.23%) Bash Shell
4 1 (3.23%) C++
4 1 (3.23%) Java
4 1 (3.23%) JavaScript
4 1 (3.23%) Perl
4 1 (3.23%) PHP
4 1 (3.23%) T-SQL
4 1 (3.23%) VB
Qualifications
1 7 (22.58%) Microsoft Certification
2 3 (9.68%) CCNP
2 3 (9.68%) Cisco Certification
3 1 (3.23%) CCNA
3 1 (3.23%) HND
3 1 (3.23%) MCDBA
3 1 (3.23%) MCITP
3 1 (3.23%) MCTS
3 1 (3.23%) SC Cleared
3 1 (3.23%) Security Cleared
3 1 (3.23%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 3 (9.68%) GDPR
2 1 (3.23%) QA
System Software
1 7 (22.58%) Active Directory
2 6 (19.35%) Hyper-V
3 3 (9.68%) VMware Infrastructure
4 2 (6.45%) Docker
Systems Management
1 6 (19.35%) SCCM
2 2 (6.45%) Cisco Prime
2 2 (6.45%) Microsoft Intune
2 2 (6.45%) SCDPM
2 2 (6.45%) SCOM
2 2 (6.45%) SCOrch
2 2 (6.45%) SCSM
2 2 (6.45%) SCVMM
3 1 (3.23%) Ansible
3 1 (3.23%) Avamar
3 1 (3.23%) HAProxy
3 1 (3.23%) Kubernetes
3 1 (3.23%) Nagios
3 1 (3.23%) Opscode Chef
Vendors
1 9 (29.03%) Cisco
1 9 (29.03%) Microsoft
2 6 (19.35%) Capita
3 3 (9.68%) EMC
3 3 (9.68%) Oracle
3 3 (9.68%) VMware
4 2 (6.45%) Aruba
4 2 (6.45%) F5
4 2 (6.45%) Fortinet
4 2 (6.45%) McAfee
4 2 (6.45%) Palo Alto
4 2 (6.45%) Riverbed
4 2 (6.45%) SolarWinds
4 2 (6.45%) Tableau
5 1 (3.23%) Asigra
5 1 (3.23%) Brocade
5 1 (3.23%) EqualLogic
5 1 (3.23%) Rackspace
5 1 (3.23%) Veeam
5 1 (3.23%) Zerto