Period
to

The following table provides summary statistics for permanent job vacancies advertised in London 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 28 June 2022 with a comparison to the same period in the previous 2 years.

Migration
England > London
6 months to
28 Jun 2022
Same period 2021 Same period 2020
Rank 99 76 62
Rank change year-on-year -23 -14 +17
Permanent jobs citing Migration 2,806 1,703 1,468
As % of all permanent jobs advertised in London 3.72% 4.16% 4.44%
As % of the Processes & Methodologies category 3.86% 4.37% 4.71%
Number of salaries quoted 1,745 1,270 1,169
10th Percentile £47,500 £46,250 £42,500
25th Percentile £56,750 £57,500 £53,750
Median annual salary (50th Percentile) £72,500 £75,000 £71,500
Median % change year-on-year -3.33% +4.90% +13.49%
75th Percentile £95,000 £91,250 £92,500
90th Percentile £110,000 £107,500 £126,250
England median annual salary £65,000 £57,500 £65,000
% change year-on-year +13.04% -11.54% +13.04%

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 London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Permanent vacancies with a requirement for process or methodology skills 72,755 38,981 31,144
As % of all permanent IT jobs advertised in London 96.58% 95.25% 94.30%
Number of salaries quoted 34,895 26,747 25,456
10th Percentile £42,500 £42,500 £40,000
25th Percentile £53,750 £52,500 £51,250
Median annual salary (50th Percentile) £70,000 £70,000 £67,500
Median % change year-on-year - +3.70% +3.85%
75th Percentile £92,250 £87,500 £85,000
90th Percentile £110,000 £105,000 £102,500
England median annual salary £60,000 £56,000 £55,000
% change year-on-year +7.14% +1.82% +4.76%

Migration
Job Vacancy Trend in London

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

Job vacancy trend for Migration in London

Migration
Salary Trend in London

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

Salary trend for Migration in London

Migration
Salary Histogram in London

Salary distribution for jobs citing Migration in London over the 6 months to 28 June 2022.

Salary histogram for Migration in London

Migration
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Migration within the London region over the 6 months to 28 June 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
Central London -19 327 £75,000 +7.14% 74
West London -67 53 £60,000 -7.69% 19
East London -23 32 £90,000 +37.47% 15
South London -81 27 £52,500 -8.70% 3
North London -36 1 - - 3
Migration
England

For the 6 months to 28 June 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 London region with a requirement for Migration.

1 1,054 (37.56%) Agile
2 1,027 (36.60%) Azure
3 916 (32.64%) Finance
4 892 (31.79%) AWS
5 769 (27.41%) Social Skills
6 668 (23.81%) Data Migration
7 636 (22.67%) Microsoft
7 636 (22.67%) DevOps
8 595 (21.20%) SQL
9 535 (19.07%) CI/CD
10 498 (17.75%) Python
10 498 (17.75%) GCP
11 461 (16.43%) Java
12 394 (14.04%) Kubernetes
13 386 (13.76%) Project Management
14 378 (13.47%) Microservices
15 361 (12.87%) Analytics
16 352 (12.54%) Problem-Solving
17 325 (11.58%) Software Engineering
18 322 (11.48%) Banking
19 312 (11.12%) Terraform
20 306 (10.91%) SaaS
20 306 (10.91%) Windows
21 300 (10.69%) Docker
22 282 (10.05%) Analytical Skills
23 281 (10.01%) Project Delivery
24 276 (9.84%) Mentoring
25 265 (9.44%) Microsoft 365
26 262 (9.34%) ETL
27 253 (9.02%) Stakeholder Management

Migration
Co-occurring IT Skills in London 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
1 156 (5.56%) SharePoint
2 61 (2.17%) Apache Spark
3 54 (1.92%) CMS
4 49 (1.75%) Confluence
5 45 (1.60%) Apache
6 36 (1.28%) Apache Airflow
7 34 (1.21%) MS Exchange
8 30 (1.07%) SharePoint 2013
9 22 (0.78%) nginx
10 20 (0.71%) Headless CMS
11 19 (0.68%) IIS
12 18 (0.64%) Drupal
13 17 (0.61%) Adobe Experience Manager
14 16 (0.57%) WordPress
15 14 (0.50%) Oracle Workflow
16 13 (0.46%) Ethereum
16 13 (0.46%) Jupyter
17 10 (0.36%) SAS
18 9 (0.32%) SharePoint Server
18 9 (0.32%) Tomcat
Applications
1 106 (3.78%) Microsoft Office
2 90 (3.21%) Microsoft Excel
3 40 (1.43%) Microsoft Project
4 36 (1.28%) MS Visio
5 25 (0.89%) Microsoft PowerPoint
6 12 (0.43%) Adobe Creative Suite
6 12 (0.43%) InVision
6 12 (0.43%) Sketch
7 7 (0.25%) Spreadsheet
8 2 (0.071%) AutoCAD
8 2 (0.071%) Chatbot
8 2 (0.071%) Revit
9 1 (0.036%) CATIA
9 1 (0.036%) InfoPath
Business Applications
1 34 (1.21%) Dynamics CRM
2 23 (0.82%) SAP S/4HANA
3 14 (0.50%) Dynamics NAV
4 13 (0.46%) Ripple
4 13 (0.46%) Ripple XRP
5 11 (0.39%) NetSuite
6 9 (0.32%) SAP ERP
7 8 (0.29%) Avolution ABACUS
7 8 (0.29%) Fidessa
7 8 (0.29%) Oracle EBS
8 7 (0.25%) Dynamics AX
9 6 (0.21%) SimCorp Dimension
9 6 (0.21%) Sparx Enterprise Architect
10 5 (0.18%) Oracle EBS R12
10 5 (0.18%) Oracle ERP
11 4 (0.14%) Oracle Payables
11 4 (0.14%) SAP CO
11 4 (0.14%) SAP FI
11 4 (0.14%) SAP FI/CO
11 4 (0.14%) SAP Oil and Gas
Cloud Services
1 1,027 (36.60%) Azure
2 892 (31.79%) AWS
3 498 (17.75%) GCP
4 306 (10.91%) SaaS
5 265 (9.44%) Microsoft 365
6 189 (6.74%) Power Platform
7 142 (5.06%) PaaS
8 136 (4.85%) Cloud Computing
9 132 (4.70%) Serverless
10 123 (4.38%) IaaS
11 102 (3.64%) Azure AKS
12 79 (2.82%) Snowflake
13 77 (2.74%) Azure DevOps
14 76 (2.71%) Azure Active Directory
14 76 (2.71%) GitHub
15 71 (2.53%) Google Kubernetes Engine
16 61 (2.17%) Virtual Private Cloud
17 58 (2.07%) Amazon Kinesis
18 52 (1.85%) AWS CloudFormation
19 45 (1.60%) PowerApps
Communications & Networking
1 209 (7.45%) Firewall
2 100 (3.56%) Network Security
3 92 (3.28%) DNS
4 87 (3.10%) VPN
5 77 (2.74%) LAN
6 76 (2.71%) WAN
7 59 (2.10%) DHCP
8 43 (1.53%) Broadband
9 41 (1.46%) VoIP
10 39 (1.39%) MPLS
11 38 (1.35%) BGP
12 36 (1.28%) Wi-Fi
13 35 (1.25%) IPv6
14 32 (1.14%) TCP/IP
15 31 (1.10%) NAS
16 30 (1.07%) OSPF
16 30 (1.07%) SD-WAN
17 26 (0.93%) SAN
18 23 (0.82%) Wireless
19 19 (0.68%) Multicast
Database & Business Intelligence
1 244 (8.70%) SQL Server
2 177 (6.31%) Big Data
3 164 (5.84%) Data Warehouse
4 144 (5.13%) Power BI
5 138 (4.92%) Data Lake
6 130 (4.63%) BigQuery
7 107 (3.81%) NoSQL
8 106 (3.78%) Metadata
8 106 (3.78%) Relational Database
9 103 (3.67%) MySQL
10 95 (3.39%) SQL Server Integration Services
11 88 (3.14%) Amazon Redshift
12 85 (3.03%) PostgreSQL
13 80 (2.85%) SQL Server Reporting Services
14 62 (2.21%) Hadoop
15 59 (2.10%) Tableau
16 50 (1.78%) SQL Server Analysis Services
17 43 (1.53%) MongoDB
18 38 (1.35%) HBase
19 35 (1.25%) Redis
Development Applications
1 239 (8.52%) Jenkins
2 212 (7.56%) Git (software)
3 114 (4.06%) JIRA
4 80 (2.85%) Maven
5 36 (1.28%) Selenium
6 32 (1.14%) GitLab
6 32 (1.14%) JUnit
7 30 (1.07%) TeamCity
8 27 (0.96%) ERwin
9 26 (0.93%) Bitbucket
10 25 (0.89%) Cypress.io
11 21 (0.75%) Cucumber
12 19 (0.68%) IntelliJ
13 18 (0.64%) Mocha
14 16 (0.57%) Mockito
14 16 (0.57%) Octopus Deploy
14 16 (0.57%) Postman
14 16 (0.57%) SpecFlow
15 14 (0.50%) git-flow
16 13 (0.46%) Storybook
General
1 916 (32.64%) Finance
2 769 (27.41%) Social Skills
3 322 (11.48%) Banking
4 282 (10.05%) Analytical Skills
5 252 (8.98%) Marketing
6 207 (7.38%) Retail
7 195 (6.95%) Inclusion and Diversity
8 146 (5.20%) Front Office
9 131 (4.67%) Public Sector
10 108 (3.85%) Telecoms
11 91 (3.24%) Legal
12 80 (2.85%) Games
13 65 (2.32%) Presentation Skills
14 58 (2.07%) Pharmaceutical
15 53 (1.89%) Law
15 53 (1.89%) Organisational Skills
16 46 (1.64%) Investment Banking
17 45 (1.60%) Advertising
18 34 (1.21%) Financial Institution
19 26 (0.93%) Influencing Skills
Job Titles
1 489 (17.43%) Architect
2 373 (13.29%) Developer
3 239 (8.52%) Analyst
4 228 (8.13%) Consultant
5 205 (7.31%) Project Manager
6 187 (6.66%) Cloud Architect
7 183 (6.52%) Software Engineer
8 164 (5.84%) Solutions Architect
9 141 (5.02%) Business Analyst
10 122 (4.35%) Senior Manager
11 101 (3.60%) Cloud Engineer
12 100 (3.56%) Data Architect
12 100 (3.56%) Data Engineer
13 91 (3.24%) DevOps Engineer
14 90 (3.21%) AWS Engineer
15 89 (3.17%) .NET Developer
16 78 (2.78%) Infrastructure Engineer
17 77 (2.74%) IT Manager
18 69 (2.46%) .NET Software Developer
19 68 (2.42%) IT Project Manager
Libraries, Frameworks & Software Standards
1 224 (7.98%) .NET
2 187 (6.66%) Kafka
3 156 (5.56%) REST
4 140 (4.99%) React
5 133 (4.74%) AngularJS
6 100 (3.56%) Node.js
7 99 (3.53%) HTML
8 89 (3.17%) .NET Core
9 88 (3.14%) Spring
10 85 (3.03%) Vue.js
11 62 (2.21%) ASP.NET
12 61 (2.17%) CSS
13 54 (1.92%) ASP.NET Web API
14 50 (1.78%) Spring Boot
15 48 (1.71%) HTML5
16 45 (1.60%) .NET Framework
16 45 (1.60%) ASP.NET Core
17 42 (1.50%) RESTful
18 38 (1.35%) Web Services
19 37 (1.32%) Visualforce
Miscellaneous
1 251 (8.95%) Cloud Native
2 207 (7.38%) Public Cloud
3 180 (6.41%) Data Centre
4 113 (4.03%) Self-Motivation
5 110 (3.92%) Enterprise Software
6 103 (3.67%) Management Information System
7 101 (3.60%) Foreign Exchange (FX)
8 93 (3.31%) Hybrid Cloud
9 88 (3.14%) Greenfield Project
10 87 (3.10%) Derivative
10 87 (3.10%) Fixed Income
11 86 (3.06%) Equities
11 86 (3.06%) Legacy Systems
12 76 (2.71%) Hedge funds
13 71 (2.53%) User Experience
14 66 (2.35%) Virtual Team
15 63 (2.25%) Private Cloud
16 60 (2.14%) Blockchain
17 53 (1.89%) IoT
17 53 (1.89%) Replication
Operating Systems
1 306 (10.91%) Windows
2 234 (8.34%) Linux
3 108 (3.85%) Windows Server
4 84 (2.99%) Windows 10
5 67 (2.39%) Unix
6 42 (1.50%) Android
7 38 (1.35%) Apple iOS
8 36 (1.28%) CentOS
9 30 (1.07%) Red Hat Enterprise Linux
10 24 (0.86%) Mac OS
11 21 (0.75%) Windows Server 2012
12 20 (0.71%) Windows Server 2016
13 19 (0.68%) Ubuntu
14 15 (0.53%) Solaris
15 13 (0.46%) Windows Server 2019
16 9 (0.32%) Debian
17 8 (0.29%) Windows Server 2008
18 5 (0.18%) Windows 7
19 3 (0.11%) VMS
19 3 (0.11%) Windows 8
Processes & Methodologies
1 1,054 (37.56%) Agile
2 668 (23.81%) Data Migration
3 636 (22.67%) DevOps
4 535 (19.07%) CI/CD
5 386 (13.76%) Project Management
6 378 (13.47%) Microservices
7 361 (12.87%) Analytics
8 352 (12.54%) Problem-Solving
9 325 (11.58%) Software Engineering
10 281 (10.01%) Project Delivery
11 276 (9.84%) Mentoring
12 262 (9.34%) ETL
13 253 (9.02%) Stakeholder Management
14 251 (8.95%) Data Modelling
15 243 (8.66%) Thought Leadership
16 239 (8.52%) SDLC
17 234 (8.34%) Business Intelligence
18 233 (8.30%) Scrum
19 218 (7.77%) Infrastructure as Code
20 212 (7.56%) Data Management
Programming Languages
1 595 (21.20%) SQL
2 498 (17.75%) Python
3 461 (16.43%) Java
4 238 (8.48%) JavaScript
5 234 (8.34%) C#
6 188 (6.70%) PowerShell
7 186 (6.63%) Bash
8 114 (4.06%) TypeScript
9 93 (3.31%) T-SQL
10 87 (3.10%) Kotlin
11 82 (2.92%) Groovy
12 67 (2.39%) Go
13 63 (2.25%) R
14 45 (1.60%) Ruby
15 39 (1.39%) Apex Code
16 28 (1.00%) PL/SQL
16 28 (1.00%) Shell Script
17 27 (0.96%) PHP
18 19 (0.68%) Scala
19 18 (0.64%) C
Qualifications
1 249 (8.87%) Degree
2 74 (2.64%) Security Cleared
3 67 (2.39%) Computer Science Degree
4 61 (2.17%) Microsoft Certification
5 59 (2.10%) Cisco Certification
6 53 (1.89%) SC Cleared
7 45 (1.60%) AWS Certification
8 44 (1.57%) CISSP
9 41 (1.46%) CCIE
10 36 (1.28%) Master's Degree
11 35 (1.25%) PMI Certification
12 32 (1.14%) PRINCE2 Practitioner
13 30 (1.07%) CCNP
14 28 (1.00%) Oracle Certification
15 27 (0.96%) OCP
16 26 (0.93%) TOGAF Certification
17 22 (0.78%) CISM
17 22 (0.78%) PMP
18 21 (0.75%) ITIL Foundation Certificate
19 20 (0.71%) CCNA
Quality Assurance & Compliance
1 149 (5.31%) QA
2 135 (4.81%) Data Quality
3 58 (2.07%) GDPR
4 49 (1.75%) ISO/IEC 27001
5 43 (1.53%) PMO
6 42 (1.50%) SLA
7 28 (1.00%) MiFID
8 19 (0.68%) NIST
9 11 (0.39%) Cyber Essentials
10 6 (0.21%) NCSC
10 6 (0.21%) PCI DSS
11 5 (0.18%) Cyber Essentials PLUS
12 4 (0.14%) Good Clinical Practice
12 4 (0.14%) GxP
13 3 (0.11%) HIPAA
13 3 (0.11%) ISO 20022
13 3 (0.11%) Sarbanes-Oxley
14 2 (0.071%) ISO/IEC 20000
14 2 (0.071%) PMBOK
15 1 (0.036%) JSP 440
System Software
1 300 (10.69%) Docker
2 177 (6.31%) Active Directory
3 110 (3.92%) VMware Infrastructure
4 78 (2.78%) Virtual Machines
5 31 (1.10%) Hyper-V
6 19 (0.68%) vSphere
7 13 (0.46%) VMware ESXi
8 10 (0.36%) Virtual Servers
9 9 (0.32%) Virtual Desktop
10 8 (0.29%) BitLocker
10 8 (0.29%) VMware NSX
11 6 (0.21%) XenApp
12 4 (0.14%) Microsoft App-V
12 4 (0.14%) Microsoft Virtual Server
12 4 (0.14%) Oracle RAC
12 4 (0.14%) XenDesktop
13 3 (0.11%) Citrix Hypervisor
13 3 (0.11%) Terminal Services
14 2 (0.071%) Firmware
14 2 (0.071%) VirtualBox
Systems Management
1 394 (14.04%) Kubernetes
2 312 (11.12%) Terraform
3 188 (6.70%) Ansible
4 115 (4.10%) Puppet
5 88 (3.14%) Opscode Chef
6 78 (2.78%) SCCM
7 70 (2.49%) Microsoft Intune
8 34 (1.21%) Nagios
9 25 (0.89%) Single Sign-On
10 24 (0.86%) Grafana
11 21 (0.75%) Failover Clustering
12 19 (0.68%) Active Directory Federation Services
13 16 (0.57%) vCenter Server
14 13 (0.46%) Prometheus
15 12 (0.43%) Docker Swarm
16 10 (0.36%) vRealize
17 8 (0.29%) CASB
17 8 (0.29%) Consul
17 8 (0.29%) Kibana
17 8 (0.29%) Rancher
Vendors
1 636 (22.67%) Microsoft
2 251 (8.95%) Google
3 180 (6.41%) Oracle
4 152 (5.42%) VMware
5 102 (3.64%) Salesforce.com
6 98 (3.49%) Cisco
7 75 (2.67%) SAP
8 61 (2.17%) Splunk
9 58 (2.07%) Charles River
10 50 (1.78%) Red Hat
11 45 (1.60%) ServiceNow
12 40 (1.43%) Citrix
13 37 (1.32%) Databricks
13 37 (1.32%) Informatica
14 32 (1.14%) Palo Alto
15 31 (1.10%) Adobe
16 30 (1.07%) Atlassian
17 28 (1.00%) Alteryx
17 28 (1.00%) SolarWinds
18 25 (0.89%) IBM