Period
to 24 July 2021

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 24 July 2021 with a comparison to the same period in the previous 2 years.

Migration
England > London
6 months to
24 Jul 2021
Same period 2020 Same period 2019
Rank 79 63 75
Rank change year-on-year -16 +12 +32
Permanent jobs citing Migration 1,829 1,318 2,259
As % of all permanent jobs advertised in London 4.06% 4.48% 3.92%
As % of the Processes & Methodologies category 4.28% 4.78% 4.20%
Number of salaries quoted 1,340 1,046 1,632
10th Percentile £45,750 £43,750 £40,000
25th Percentile £56,750 £53,750 £51,250
Median annual salary (50th Percentile) £72,500 £70,000 £65,000
Median % change year-on-year +3.57% +7.69% -
75th Percentile £91,250 £95,000 £81,250
90th Percentile £106,250 £126,250 £97,500
England median annual salary £60,000 £65,000 £57,500
% change year-on-year -7.69% +13.04% +4.55%

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 42,783 27,567 53,747
As % of all permanent IT jobs advertised in London 94.98% 93.70% 93.32%
Number of salaries quoted 28,451 22,583 44,156
10th Percentile £42,500 £41,250 £36,250
25th Percentile £52,500 £51,250 £47,500
Median annual salary (50th Percentile) £70,000 £68,000 £65,000
Median % change year-on-year +2.94% +4.62% +8.33%
75th Percentile £87,500 £85,000 £82,500
90th Percentile £105,000 £105,000 £97,500
England median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +5.00%

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 24 July 2021.

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 24 July 2021. 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
Job
Vacancies
Central London +3 325 £70,000 - 113
West London +4 80 £65,000 +18.18% 23
South London +15 69 £51,250 +6.49% 15
East London +4 6 £60,941 +35.42% 26
North London +15 4 £67,500 +28.57% 1
Migration
England

For the 6 months to 24 July 2021, 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.

1 656 (35.87%) Azure
2 610 (33.35%) Agile Software Development
3 589 (32.20%) AWS
4 507 (27.72%) Finance
5 436 (23.84%) DevOps
6 400 (21.87%) Microsoft
7 397 (21.71%) SQL
8 392 (21.43%) Data Migration
9 385 (21.05%) Social Skills
10 333 (18.21%) Python
11 252 (13.78%) Web Services
12 247 (13.50%) Business Intelligence
13 234 (12.79%) GCP
14 227 (12.41%) Windows
15 226 (12.36%) Analytics
16 219 (11.97%) Microservices
17 218 (11.92%) Kubernetes
18 213 (11.65%) Java
19 212 (11.59%) JavaScript
20 206 (11.26%) Software Engineering
21 199 (10.88%) Problem-Solving
22 196 (10.72%) Docker
23 186 (10.17%) Active Directory
24 185 (10.11%) .NET
25 183 (10.01%) C#
26 182 (9.95%) Data Warehouse
27 181 (9.90%) Project Management
28 177 (9.68%) SQL Server
28 177 (9.68%) Microsoft 365
29 172 (9.40%) React

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
1 143 (7.82%) SharePoint
2 52 (2.84%) Apache Spark
3 36 (1.97%) CMS
4 30 (1.64%) Elasticsearch
5 26 (1.42%) Apache Airflow
6 25 (1.37%) IIS
6 25 (1.37%) MS Exchange
7 19 (1.04%) Skype for Business
8 18 (0.98%) WordPress
9 17 (0.93%) Oracle Application Server
10 13 (0.71%) Confluence
11 11 (0.60%) Exchange Server 2010
12 9 (0.49%) BizTalk Server
12 9 (0.49%) WebSphere
12 9 (0.49%) WebSphere Application Server
13 8 (0.44%) Apache
13 8 (0.44%) SAS
14 7 (0.38%) Documentum
15 6 (0.33%) Drupal
15 6 (0.33%) SharePoint 2010
Applications
1 72 (3.94%) Microsoft Excel
2 65 (3.55%) Microsoft Office
3 18 (0.98%) MS Visio
4 15 (0.82%) Oracle Smart View
5 14 (0.77%) Microsoft Project
6 13 (0.71%) Spreadsheet
7 9 (0.49%) Microsoft PowerPoint
8 7 (0.38%) Photoshop
9 5 (0.27%) InfoPath
10 1 (0.055%) Adobe Captivate
10 1 (0.055%) Chatbot
Business Applications
1 48 (2.62%) Dynamics CRM
2 35 (1.91%) Oracle ERP
3 26 (1.42%) Dynamics AX
4 21 (1.15%) NetSuite
4 21 (1.15%) Oracle Cash Management
5 20 (1.09%) Oracle Payables
5 20 (1.09%) Oracle Receivables
6 19 (1.04%) Oracle Subledger Accounting
7 16 (0.87%) Oracle General Ledger
8 11 (0.60%) Oracle EBS
9 10 (0.55%) SAP S/4HANA
10 9 (0.49%) PeopleSoft HCM
11 8 (0.44%) SAP Hybris
11 8 (0.44%) SAP MDG
12 6 (0.33%) Oracle Assets
13 4 (0.22%) Magento
13 4 (0.22%) Oracle Financials
14 3 (0.16%) Endur
14 3 (0.16%) SAP Business One
14 3 (0.16%) SAP FI
Cloud Services
1 656 (35.87%) Azure
2 589 (32.20%) AWS
3 234 (12.79%) GCP
4 177 (9.68%) Microsoft 365
5 157 (8.58%) SaaS
6 151 (8.26%) Power Platform
7 139 (7.60%) PaaS
8 137 (7.49%) Serverless
9 136 (7.44%) IaaS
10 126 (6.89%) Azure Active Directory
11 63 (3.44%) Azure Service Bus
12 62 (3.39%) Azure App Service
13 59 (3.23%) Azure Service Fabric
14 57 (3.12%) Snowflake
15 55 (3.01%) Dynamics 365
16 49 (2.68%) Azure Storage
17 45 (2.46%) Cloud Computing
18 40 (2.19%) AWS Lambda
18 40 (2.19%) Azure Functions
19 36 (1.97%) Amazon S3
Communications & Networking
1 65 (3.55%) Firewall
2 54 (2.95%) DNS
3 44 (2.41%) Broadband
4 41 (2.24%) DHCP
5 40 (2.19%) VPN
6 37 (2.02%) SAN
7 36 (1.97%) TCP/IP
8 30 (1.64%) WAN
9 22 (1.20%) Skype
10 20 (1.09%) LAN
11 14 (0.77%) BGP
11 14 (0.77%) MPLS
12 13 (0.71%) 5G
13 12 (0.66%) Internet
13 12 (0.66%) Wi-Fi
14 11 (0.60%) Network Security
14 11 (0.60%) OSPF
14 11 (0.60%) VoIP
15 10 (0.55%) Intranet
15 10 (0.55%) SD-WAN
Database & Business Intelligence
1 182 (9.95%) Data Warehouse
2 177 (9.68%) SQL Server
3 118 (6.45%) Power BI
4 89 (4.87%) Big Data
5 77 (4.21%) Azure SQL Database
6 72 (3.94%) NoSQL
7 66 (3.61%) SQL Server Integration Services
8 62 (3.39%) MySQL
9 53 (2.90%) Relational Database
10 51 (2.79%) PostgreSQL
10 51 (2.79%) SQL Server Reporting Services
10 51 (2.79%) Tableau
11 48 (2.62%) SQL Server Analysis Services
12 42 (2.30%) Data Lake
13 29 (1.59%) Amazon Redshift
13 29 (1.59%) Oracle ODI
13 29 (1.59%) Oracle Reports
14 28 (1.53%) Hadoop
15 25 (1.37%) BigQuery
15 25 (1.37%) Oracle BI Publisher
Development Applications
1 91 (4.98%) Jenkins
2 90 (4.92%) Git (software)
3 50 (2.73%) JIRA
4 42 (2.30%) Maven
5 33 (1.80%) Team Foundation Server
6 32 (1.75%) Visual Studio Team System
7 30 (1.64%) SonarQube
8 28 (1.53%) Oracle APEX
9 24 (1.31%) Artifactory
10 23 (1.26%) TeamCity
11 18 (0.98%) JUnit
12 17 (0.93%) GitLab
12 17 (0.93%) Visual Studio
13 16 (0.87%) Octopus Deploy
13 16 (0.87%) Spinnaker
14 15 (0.82%) Cucumber
14 15 (0.82%) Travis CI
15 13 (0.71%) Selenium
16 11 (0.60%) webpack
17 10 (0.55%) gulp
General
1 507 (27.72%) Finance
2 385 (21.05%) Social Skills
3 138 (7.55%) Analytical Skills
3 138 (7.55%) Front Office
4 115 (6.29%) Banking
5 82 (4.48%) Marketing
6 70 (3.83%) Retail
7 62 (3.39%) Influencing Skills
8 55 (3.01%) Law
9 50 (2.73%) Public Sector
10 39 (2.13%) Inclusion and Diversity
10 39 (2.13%) Telecoms
11 36 (1.97%) Presentation Skills
12 35 (1.91%) Investment Banking
13 30 (1.64%) Organisational Skills
14 25 (1.37%) Legal
15 23 (1.26%) Documentation Skills
16 21 (1.15%) Games
17 20 (1.09%) General Ledger
18 19 (1.04%) Advertising
Job Titles
1 345 (18.86%) Developer
2 318 (17.39%) Architect
3 171 (9.35%) Consultant
4 135 (7.38%) Analyst
5 116 (6.34%) Software Engineer
6 107 (5.85%) Cloud Architect
7 94 (5.14%) AWS Developer
8 84 (4.59%) Senior Developer
9 78 (4.26%) Solutions Architect
10 76 (4.16%) .NET Developer
11 73 (3.99%) AWS Engineer
11 73 (3.99%) Project Manager
12 69 (3.77%) Azure Engineer
13 68 (3.72%) Infrastructure Engineer
14 60 (3.28%) DevOps Engineer
15 55 (3.01%) Business Analyst
16 52 (2.84%) .NET Software Engineer
16 52 (2.84%) AWS Software Engineer
17 51 (2.79%) .NET Software Developer
17 51 (2.79%) Developer/Software Engineer
Libraries, Frameworks & Software Standards
1 252 (13.78%) Web Services
2 185 (10.11%) .NET
3 172 (9.40%) React
4 122 (6.67%) .NET Core
5 101 (5.52%) CSS
6 94 (5.14%) AngularJS
7 87 (4.76%) ASP.NET Web API
7 87 (4.76%) HTML
8 69 (3.77%) Kafka
8 69 (3.77%) Spring
9 62 (3.39%) ASP.NET
9 62 (3.39%) Vue.js
10 56 (3.06%) REST
11 53 (2.90%) ASP.NET Core
11 53 (2.90%) Node.js
12 45 (2.46%) jQuery
13 40 (2.19%) .NET Framework
14 38 (2.08%) RESTful
15 37 (2.02%) Twitter Bootstrap
16 36 (1.97%) Entity Framework
Miscellaneous
1 112 (6.12%) Data Centre
2 105 (5.74%) Derivative
3 96 (5.25%) Public Cloud
4 90 (4.92%) Fixed Income
5 89 (4.87%) Cloud Native
6 86 (4.70%) Foreign Exchange (FX)
7 83 (4.54%) Equities
8 82 (4.48%) Greenfield Project
9 81 (4.43%) Hedge funds
10 73 (3.99%) Enterprise Software
11 56 (3.06%) Legacy Systems
12 54 (2.95%) Management Information System
13 53 (2.90%) Virtual Team
14 51 (2.79%) Hybrid Cloud
15 38 (2.08%) Social Media
16 35 (1.91%) User Experience
17 33 (1.80%) Data Structures
18 32 (1.75%) Equity Derivative
19 28 (1.53%) N-Tier
19 28 (1.53%) Video Conferencing
Operating Systems
1 227 (12.41%) Windows
2 168 (9.19%) Linux
3 126 (6.89%) Windows Server
4 46 (2.52%) Unix
5 27 (1.48%) Windows 10
6 22 (1.20%) Windows Server 2019
7 21 (1.15%) Red Hat Enterprise Linux
8 13 (0.71%) Windows Server 2008
8 13 (0.71%) Windows Server 2016
9 11 (0.60%) Windows Server 2012
10 10 (0.55%) CentOS
11 9 (0.49%) Ubuntu
12 8 (0.44%) VMS
13 7 (0.38%) Android
13 7 (0.38%) Apple iOS
13 7 (0.38%) SUSE
13 7 (0.38%) Windows 7
14 3 (0.16%) AIX
15 2 (0.11%) Debian
15 2 (0.11%) zOS
Processes & Methodologies
1 610 (33.35%) Agile Software Development
2 436 (23.84%) DevOps
3 392 (21.43%) Data Migration
4 247 (13.50%) Business Intelligence
5 226 (12.36%) Analytics
6 219 (11.97%) Microservices
7 206 (11.26%) Software Engineering
8 199 (10.88%) Problem-Solving
9 181 (9.90%) Project Management
10 170 (9.29%) Project Delivery
11 169 (9.24%) ETL
12 149 (8.15%) ERP
13 136 (7.44%) Scrum
14 135 (7.38%) CRM
15 129 (7.05%) Continuous Integration
16 124 (6.78%) Stakeholder Management
17 118 (6.45%) Asset Management
17 118 (6.45%) Presales
18 110 (6.01%) Fintech
19 109 (5.96%) SDLC
Programming Languages
1 397 (21.71%) SQL
2 333 (18.21%) Python
3 213 (11.65%) Java
4 212 (11.59%) JavaScript
5 183 (10.01%) C#
6 157 (8.58%) PowerShell
7 71 (3.88%) T-SQL
8 58 (3.17%) Bash Shell
9 48 (2.62%) PL/SQL
10 42 (2.30%) C++
11 40 (2.19%) TypeScript
12 38 (2.08%) R
13 37 (2.02%) Ruby
14 34 (1.86%) C
15 28 (1.53%) PHP
16 25 (1.37%) Go
17 21 (1.15%) Perl
18 17 (0.93%) Scala
19 16 (0.87%) Apex Code
20 15 (0.82%) VBA
Qualifications
1 156 (8.53%) Degree
2 87 (4.76%) Security Cleared
3 62 (3.39%) Microsoft Certification
4 55 (3.01%) Oracle Certification
5 50 (2.73%) SC Cleared
6 42 (2.30%) Computer Science Degree
7 37 (2.02%) BPSS Clearance
8 36 (1.97%) AWS Certification
9 35 (1.91%) Cisco Certification
10 27 (1.48%) PMI Certification
11 26 (1.42%) CCNA
12 24 (1.31%) Master's Degree
13 22 (1.20%) PMP
14 21 (1.15%) OCP
15 19 (1.04%) CCNP
16 15 (0.82%) CISSP
17 13 (0.71%) CCIE
18 12 (0.66%) ISEB
19 11 (0.60%) CISM
19 11 (0.60%) MCSE
Quality Assurance & Compliance
1 79 (4.32%) QA
2 58 (3.17%) Data Quality
3 39 (2.13%) GDPR
4 20 (1.09%) SLA
5 18 (0.98%) PMO
6 10 (0.55%) Accessibility
7 8 (0.44%) IFRS
7 8 (0.44%) Solvency II
8 6 (0.33%) PCI DSS
9 4 (0.22%) Sarbanes-Oxley
10 3 (0.16%) ISO/IEC 27001
11 1 (0.055%) Cyber Essentials
11 1 (0.055%) Cyber Essentials PLUS
11 1 (0.055%) ISO 20022
11 1 (0.055%) MiFID
11 1 (0.055%) NIST
11 1 (0.055%) PMBOK
System Software
1 196 (10.72%) Docker
2 186 (10.17%) Active Directory
3 88 (4.81%) VMware Infrastructure
4 42 (2.30%) Hyper-V
5 41 (2.24%) Virtual Machines
6 32 (1.75%) vSphere
7 11 (0.60%) Virtual Desktop
8 10 (0.55%) VMware ESXi
9 5 (0.27%) HDFS
10 4 (0.22%) Microsoft App-V
10 4 (0.22%) vCloud
11 3 (0.16%) DFS Replication
11 3 (0.16%) Varnish
11 3 (0.16%) Veritas Cluster Server
11 3 (0.16%) VMware NSX
11 3 (0.16%) VMware Workstation
12 2 (0.11%) OpenAM
12 2 (0.11%) Postfix
12 2 (0.11%) XenApp
13 1 (0.055%) XenDesktop
Systems Management
1 218 (11.92%) Kubernetes
2 155 (8.47%) Terraform
3 83 (4.54%) Ansible
4 49 (2.68%) Opscode Chef
5 33 (1.80%) Microsoft Intune
6 32 (1.75%) Nagios
7 31 (1.69%) SCCM
8 30 (1.64%) Active Directory Federation Services
9 27 (1.48%) Puppet
10 20 (1.09%) Consul
11 16 (0.87%) Grafana
12 15 (0.82%) Single Sign-On
13 14 (0.77%) Sysdig
14 11 (0.60%) SCOM
14 11 (0.60%) vCenter Server
15 10 (0.55%) Microsoft Clustering
16 8 (0.44%) NetBackup
17 7 (0.38%) Packer
18 6 (0.33%) PowerCLI
18 6 (0.33%) Prometheus
Vendors
1 400 (21.87%) Microsoft
2 146 (7.98%) VMware
3 132 (7.22%) Oracle
4 131 (7.16%) Google
5 80 (4.37%) Salesforce.com
6 65 (3.55%) SAP
7 56 (3.06%) Cisco
8 38 (2.08%) Citrix
9 33 (1.80%) Databricks
10 30 (1.64%) Informatica
10 30 (1.64%) Nintex
11 22 (1.20%) HP
11 22 (1.20%) Red Hat
12 21 (1.15%) IBM
13 19 (1.04%) JD Edwards
13 19 (1.04%) SolarWinds
14 15 (0.82%) Cognos
14 15 (0.82%) Dell
14 15 (0.82%) iManage
14 15 (0.82%) Palo Alto