Period
to

The following table provides summary statistics for permanent job vacancies 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 1 July 2022 with a comparison to the same period in the previous 2 years.

Migration
UK
6 months to
1 Jul 2022
Same period 2021 Same period 2020
Rank 100 75 84
Rank change year-on-year -25 +9 +5
Permanent jobs citing Migration 5,949 4,286 2,960
As % of all permanent jobs advertised in the UK 3.31% 4.01% 3.75%
As % of the Processes & Methodologies category 3.47% 4.27% 4.04%
Number of salaries quoted 3,667 3,197 2,335
10th Percentile £37,795 £36,250 £37,500
25th Percentile £48,750 £42,500 £46,750
Median annual salary (50th Percentile) £65,000 £58,500 £65,000
Median % change year-on-year +11.11% -10.00% +13.04%
75th Percentile £82,500 £78,750 £78,750
90th Percentile £100,000 £95,000 £110,000
UK excluding London median annual salary £52,500 £47,500 £55,000
% change year-on-year +10.53% -13.64% +4.76%

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 with a requirement for process or methodology skills.

All Process and Methodology Skills
UK
Permanent vacancies with a requirement for process or methodology skills 171,218 100,289 73,335
As % of all permanent IT jobs advertised in the UK 95.33% 93.83% 92.91%
Number of salaries quoted 84,584 69,434 59,179
10th Percentile £33,750 £32,500 £31,750
25th Percentile £45,000 £41,744 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - +4.76%
75th Percentile £80,000 £75,000 £73,750
90th Percentile £96,250 £91,250 £90,000
UK excluding London median annual salary £52,500 £49,500 £47,500
% change year-on-year +6.06% +4.21% +5.56%

Migration
Job Vacancy Trend

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

Job vacancy trend for Migration in the UK

Migration
Salary Trend

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

Salary trend for Migration in the UK

Migration
Salary Histogram

Salary distribution for jobs citing Migration over the 6 months to 1 July 2022.

Salary histogram for Migration in the UK

Migration
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Migration within the UK over the 6 months to 1 July 2022. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England -26 4,919 £65,000 +8.33% 519
Work from Home -29 2,862 £65,000 +18.18% 176
London -25 2,834 £72,500 - 212
UK excluding London -28 2,277 £52,500 +10.53% 315
North of England -37 684 £50,000 +5.26% 84
South East -37 566 £55,140 +10.28% 76
Midlands -9 343 £57,500 +9.52% 73
Yorkshire -17 312 £50,000 +5.26% 30
North West -74 266 £52,500 +10.53% 48
West Midlands +2 245 £57,500 +0.88% 60
East of England -41 212 £62,500 +19.05% 25
Scotland -29 202 £50,000 -9.09% 14
South West -31 182 £47,500 - 33
North East +28 108 £40,000 -11.11% 6
East Midlands -49 88 £55,000 +32.11% 13
Wales -13 57 £50,000 +11.11% 5
Northern Ireland +23 54 £32,500 +38.30% 5

For the 6 months to 1 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 with a requirement for Migration.

1 2,118 (35.60%) Azure
2 1,973 (33.17%) Agile
3 1,719 (28.90%) Social Skills
4 1,642 (27.60%) AWS
5 1,583 (26.61%) Finance
6 1,568 (26.36%) Data Migration
7 1,537 (25.84%) Microsoft
8 1,362 (22.89%) SQL
9 1,245 (20.93%) DevOps
10 937 (15.75%) CI/CD
11 928 (15.60%) Python
12 839 (14.10%) Problem-Solving
13 789 (13.26%) Project Management
14 758 (12.74%) Windows
15 757 (12.72%) GCP
16 745 (12.52%) Kubernetes
17 727 (12.22%) Java
18 709 (11.92%) Analytics
19 685 (11.51%) Linux
20 678 (11.40%) Degree
21 662 (11.13%) Microsoft 365
22 656 (11.03%) SQL Server
23 619 (10.41%) Analytical Skills
24 602 (10.12%) Microservices
25 601 (10.10%) Docker
25 601 (10.10%) Terraform
26 583 (9.80%) Project Delivery
27 550 (9.25%) Business Intelligence
28 549 (9.23%) SaaS
29 539 (9.06%) ETL

Migration
Co-occurring IT Skills 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
1 436 (7.33%) SharePoint
2 123 (2.07%) Confluence
3 115 (1.93%) Apache Spark
4 107 (1.80%) MS Exchange
5 100 (1.68%) Apache
6 83 (1.40%) CMS
7 75 (1.26%) Apache Airflow
8 60 (1.01%) SharePoint 2013
9 56 (0.94%) IIS
10 32 (0.54%) nginx
11 31 (0.52%) Oracle Workflow
12 27 (0.45%) Drupal
13 26 (0.44%) SAS
14 25 (0.42%) Apache Solr
14 25 (0.42%) WebLogic
14 25 (0.42%) WebSphere
15 22 (0.37%) Documentum
16 21 (0.35%) ArcGIS
17 20 (0.34%) Headless CMS
17 20 (0.34%) Tomcat
Applications
1 220 (3.70%) Microsoft Excel
2 209 (3.51%) Microsoft Office
3 87 (1.46%) Microsoft Project
4 53 (0.89%) MS Visio
5 45 (0.76%) Microsoft PowerPoint
6 22 (0.37%) Adobe Creative Suite
7 20 (0.34%) Spreadsheet
8 13 (0.22%) InVision
8 13 (0.22%) Sketch
9 10 (0.17%) InfoPath
10 3 (0.050%) CATIA
11 2 (0.034%) AutoCAD
11 2 (0.034%) Chatbot
11 2 (0.034%) FileZilla
11 2 (0.034%) Revit
11 2 (0.034%) Windchill
12 1 (0.017%) Gephi
12 1 (0.017%) S-PLUS
12 1 (0.017%) Stata
Business Applications
1 95 (1.60%) Dynamics CRM
2 83 (1.40%) SAP S/4HANA
3 66 (1.11%) NetSuite
4 40 (0.67%) Dynamics NAV
5 30 (0.50%) Dynamics AX
6 26 (0.44%) Oracle EBS
7 18 (0.30%) SAP ERP
8 15 (0.25%) SAP Business One
9 14 (0.24%) Oracle Payables
9 14 (0.24%) Oracle Receivables
10 13 (0.22%) Oracle ERP
10 13 (0.22%) Ripple
10 13 (0.22%) Ripple XRP
11 11 (0.18%) Oracle Procure-to-Pay
11 11 (0.18%) Sparx Enterprise Architect
12 10 (0.17%) SAP BPC
12 10 (0.17%) SAP CO
12 10 (0.17%) SAP FI
12 10 (0.17%) SAP FI/CO
13 9 (0.15%) Oracle Applications
Cloud Services
1 2,118 (35.60%) Azure
2 1,642 (27.60%) AWS
3 757 (12.72%) GCP
4 662 (11.13%) Microsoft 365
5 549 (9.23%) SaaS
6 453 (7.61%) Power Platform
7 259 (4.35%) PaaS
8 245 (4.12%) IaaS
9 233 (3.92%) Serverless
10 222 (3.73%) Azure DevOps
11 204 (3.43%) Cloud Computing
12 190 (3.19%) GitHub
13 178 (2.99%) Azure Active Directory
14 160 (2.69%) Dynamics 365
15 159 (2.67%) AWS CloudFormation
16 138 (2.32%) Azure AKS
17 119 (2.00%) Snowflake
18 108 (1.82%) OneDrive
19 90 (1.51%) PowerApps
20 89 (1.50%) Azure Data Factory
Communications & Networking
1 437 (7.35%) Firewall
2 239 (4.02%) DNS
3 180 (3.03%) LAN
4 175 (2.94%) VPN
5 172 (2.89%) WAN
6 140 (2.35%) Network Security
7 131 (2.20%) DHCP
8 90 (1.51%) Wi-Fi
9 76 (1.28%) SAN
10 71 (1.19%) VoIP
11 70 (1.18%) TCP/IP
12 57 (0.96%) SD-WAN
13 49 (0.82%) Wireless
14 48 (0.81%) MPLS
15 47 (0.79%) BGP
15 47 (0.79%) Broadband
16 45 (0.76%) IPv6
17 40 (0.67%) Cisco ASA
17 40 (0.67%) HTTP
18 38 (0.64%) NAS
Database & Business Intelligence
1 656 (11.03%) SQL Server
2 439 (7.38%) Data Warehouse
3 362 (6.09%) Big Data
4 345 (5.80%) Power BI
5 272 (4.57%) Relational Database
6 264 (4.44%) SQL Server Integration Services
7 254 (4.27%) MySQL
8 230 (3.87%) Data Lake
9 223 (3.75%) NoSQL
10 191 (3.21%) SQL Server Reporting Services
11 181 (3.04%) PostgreSQL
12 171 (2.87%) BigQuery
13 133 (2.24%) Metadata
14 119 (2.00%) Oracle Database
15 115 (1.93%) Tableau
16 112 (1.88%) Amazon Redshift
17 110 (1.85%) SQL Server Analysis Services
18 109 (1.83%) RDBMS
19 103 (1.73%) Hadoop
20 90 (1.51%) MongoDB
Development Applications
1 429 (7.21%) Git (software)
2 396 (6.66%) Jenkins
3 283 (4.76%) JIRA
4 129 (2.17%) Maven
5 98 (1.65%) GitLab
6 56 (0.94%) Bitbucket
7 55 (0.92%) Octopus Deploy
8 50 (0.84%) TeamCity
9 48 (0.81%) Selenium
10 46 (0.77%) Cucumber
11 43 (0.72%) JUnit
12 35 (0.59%) ERwin
13 32 (0.54%) Subversion
14 29 (0.49%) Cypress.io
15 27 (0.45%) Artifactory
16 26 (0.44%) Visual Studio
17 24 (0.40%) Oracle Forms
18 23 (0.39%) git-flow
18 23 (0.39%) Mocha
18 23 (0.39%) Postman
General
1 1,719 (28.90%) Social Skills
2 1,583 (26.61%) Finance
3 619 (10.41%) Analytical Skills
4 442 (7.43%) Banking
5 423 (7.11%) Retail
6 413 (6.94%) Public Sector
7 366 (6.15%) Marketing
8 325 (5.46%) Inclusion and Diversity
9 202 (3.40%) Legal
10 189 (3.18%) Law
11 170 (2.86%) Presentation Skills
12 160 (2.69%) Telecoms
13 151 (2.54%) Front Office
14 120 (2.02%) Organisational Skills
15 115 (1.93%) Manufacturing
16 111 (1.87%) Pharmaceutical
17 108 (1.82%) Games
18 101 (1.70%) Influencing Skills
19 70 (1.18%) Advertising
20 55 (0.92%) Documentation Skills
Job Titles
1 884 (14.86%) Architect
2 698 (11.73%) Developer
3 554 (9.31%) Analyst
4 504 (8.47%) Consultant
5 467 (7.85%) Project Manager
6 277 (4.66%) Solutions Architect
7 276 (4.64%) Software Engineer
8 253 (4.25%) Cloud Architect
9 249 (4.19%) DevOps Engineer
10 232 (3.90%) Senior Manager
11 227 (3.82%) Business Analyst
12 217 (3.65%) Data Engineer
13 184 (3.09%) DBA
14 183 (3.08%) Cloud Engineer
15 179 (3.01%) Administrator
16 175 (2.94%) Infrastructure Engineer
17 171 (2.87%) IT Manager
18 166 (2.79%) Data Architect
19 143 (2.40%) Senior Project Manager
20 140 (2.35%) IT Project Manager
Libraries, Frameworks & Software Standards
1 373 (6.27%) .NET
2 315 (5.30%) Kafka
3 293 (4.93%) React
4 265 (4.45%) REST
5 237 (3.98%) Node.js
6 228 (3.83%) HTML
7 199 (3.35%) AngularJS
8 157 (2.64%) Spring
9 150 (2.52%) CSS
10 118 (1.98%) .NET Core
11 114 (1.92%) RESTful
12 109 (1.83%) Vue.js
13 107 (1.80%) Spring Boot
14 105 (1.77%) Web Services
15 102 (1.71%) Middleware
16 90 (1.51%) JSON
17 88 (1.48%) Lightning Web Components
18 82 (1.38%) ASP.NET
18 82 (1.38%) HTML5
18 82 (1.38%) Visualforce
Miscellaneous
1 418 (7.03%) Cloud Native
2 375 (6.30%) Public Cloud
3 351 (5.90%) Data Centre
4 296 (4.98%) Self-Motivation
5 250 (4.20%) Management Information System
6 187 (3.14%) Enterprise Software
7 177 (2.98%) Legacy Systems
8 162 (2.72%) Hybrid Cloud
9 145 (2.44%) User Experience
10 137 (2.30%) Greenfield Project
11 122 (2.05%) Private Cloud
12 116 (1.95%) IoT
13 109 (1.83%) Blockchain
14 108 (1.82%) Replication
15 106 (1.78%) Derivative
16 105 (1.77%) Foreign Exchange (FX)
17 96 (1.61%) Data Structures
18 95 (1.60%) Life Science
19 90 (1.51%) Algorithms
19 90 (1.51%) iPhone
Operating Systems
1 758 (12.74%) Windows
2 685 (11.51%) Linux
3 286 (4.81%) Windows Server
4 192 (3.23%) Unix
5 132 (2.22%) Windows 10
6 107 (1.80%) Red Hat Enterprise Linux
7 90 (1.51%) CentOS
8 69 (1.16%) Android
9 49 (0.82%) Solaris
10 48 (0.81%) Apple iOS
11 46 (0.77%) Windows Server 2012
12 42 (0.71%) Windows Server 2016
13 30 (0.50%) Ubuntu
14 27 (0.45%) AIX
14 27 (0.45%) Mac OS
15 26 (0.44%) Windows Server 2019
16 23 (0.39%) Windows Server 2008
17 22 (0.37%) Windows Server 2003
18 13 (0.22%) Debian
18 13 (0.22%) VMS
Processes & Methodologies
1 1,973 (33.17%) Agile
2 1,568 (26.36%) Data Migration
3 1,245 (20.93%) DevOps
4 937 (15.75%) CI/CD
5 839 (14.10%) Problem-Solving
6 789 (13.26%) Project Management
7 709 (11.92%) Analytics
8 602 (10.12%) Microservices
9 583 (9.80%) Project Delivery
10 550 (9.25%) Business Intelligence
11 539 (9.06%) ETL
11 539 (9.06%) Stakeholder Management
12 530 (8.91%) Scrum
13 490 (8.24%) Software Engineering
14 471 (7.92%) Data Modelling
15 453 (7.61%) Infrastructure as Code
16 452 (7.60%) Mentoring
17 446 (7.50%) ITIL
18 401 (6.74%) Data Management
19 392 (6.59%) Computer Science
Programming Languages
1 1,362 (22.89%) SQL
2 928 (15.60%) Python
3 727 (12.22%) Java
4 446 (7.50%) JavaScript
5 437 (7.35%) C#
6 426 (7.16%) PowerShell
7 349 (5.87%) Bash
8 205 (3.45%) T-SQL
9 202 (3.40%) TypeScript
10 115 (1.93%) Go
11 109 (1.83%) Shell Script
12 102 (1.71%) Perl
13 97 (1.63%) Groovy
14 94 (1.58%) Kotlin
15 90 (1.51%) Apex Code
15 90 (1.51%) PHP
15 90 (1.51%) R
16 87 (1.46%) PL/SQL
17 86 (1.45%) Ruby
18 67 (1.13%) C
Qualifications
1 678 (11.40%) Degree
2 353 (5.93%) Security Cleared
3 270 (4.54%) SC Cleared
4 170 (2.86%) Microsoft Certification
5 114 (1.92%) AWS Certification
6 109 (1.83%) Computer Science Degree
7 96 (1.61%) Cisco Certification
8 87 (1.46%) PMI Certification
9 77 (1.29%) PMP
10 63 (1.06%) Master's Degree
10 63 (1.06%) TOGAF Certification
11 55 (0.92%) PRINCE2 Practitioner
12 50 (0.84%) CCNA
13 48 (0.81%) DBS Check
14 47 (0.79%) CISSP
15 43 (0.72%) CCNP
16 41 (0.69%) CCIE
17 35 (0.59%) AAT
18 34 (0.57%) PRINCE2 Certification
19 33 (0.55%) ACCA
Quality Assurance & Compliance
1 281 (4.72%) Data Quality
2 277 (4.66%) QA
3 137 (2.30%) ISO/IEC 27001
4 114 (1.92%) GDPR
5 106 (1.78%) SLA
6 78 (1.31%) PMO
7 61 (1.03%) Cyber Essentials
8 41 (0.69%) NCSC
9 28 (0.47%) MiFID
10 20 (0.34%) PCI DSS
11 19 (0.32%) Accessibility
12 18 (0.30%) NIST
13 17 (0.29%) HL7
14 16 (0.27%) GRC
14 16 (0.27%) ISO 9001
15 10 (0.17%) Good Clinical Practice
15 10 (0.17%) GxP
16 9 (0.15%) Cyber Essentials PLUS
16 9 (0.15%) Sarbanes-Oxley
17 7 (0.12%) COBIT
System Software
1 601 (10.10%) Docker
2 505 (8.49%) Active Directory
3 251 (4.22%) VMware Infrastructure
4 144 (2.42%) Hyper-V
5 133 (2.24%) Virtual Machines
6 54 (0.91%) vSphere
7 49 (0.82%) Virtual Desktop
8 31 (0.52%) XenApp
9 25 (0.42%) Apache ZooKeeper
9 25 (0.42%) Oracle RAC
9 25 (0.42%) Virtual Servers
10 20 (0.34%) VMware ESXi
10 20 (0.34%) XenDesktop
11 16 (0.27%) Firmware
11 16 (0.27%) NFS
11 16 (0.27%) Oracle Clusterware
12 11 (0.18%) Microsoft Virtual Server
12 11 (0.18%) VMware NSX
13 8 (0.13%) BitLocker
13 8 (0.13%) Slurm Workload Manager
Systems Management
1 745 (12.52%) Kubernetes
2 601 (10.10%) Terraform
3 411 (6.91%) Ansible
4 163 (2.74%) Microsoft Intune
5 161 (2.71%) Puppet
6 133 (2.24%) SCCM
7 117 (1.97%) Opscode Chef
8 56 (0.94%) Nagios
9 55 (0.92%) Single Sign-On
10 46 (0.77%) Grafana
11 43 (0.72%) Active Directory Federation Services
12 30 (0.50%) ZABBIX
13 29 (0.49%) Packer
14 28 (0.47%) FortiGate
15 24 (0.40%) Kibana
16 23 (0.39%) vCenter Server
16 23 (0.39%) WSUS
17 22 (0.37%) Failover Clustering
18 20 (0.34%) Data Guard
18 20 (0.34%) Prometheus
Vendors
1 1,537 (25.84%) Microsoft
2 502 (8.44%) Oracle
3 470 (7.90%) Google
4 372 (6.25%) VMware
5 289 (4.86%) SAP
6 253 (4.25%) Cisco
7 222 (3.73%) Salesforce.com
8 104 (1.75%) Citrix
9 96 (1.61%) Atlassian
10 91 (1.53%) Splunk
11 88 (1.48%) Databricks
12 86 (1.45%) Red Hat
13 81 (1.36%) IBM
14 72 (1.21%) Informatica
15 64 (1.08%) ServiceNow
16 61 (1.03%) Meraki
17 59 (0.99%) Veeam
18 58 (0.97%) Charles River
18 58 (0.97%) HP
18 58 (0.97%) SolarWinds