Period
to 13 May 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 13 May 2021 with a comparison to the same period in the previous 2 years.

Migration
England > London
6 months to
13 May 2021
Same period 2020 Same period 2019
Rank 69 62 80
Rank change year-on-year -7 +18 +23
Permanent jobs citing Migration 1,470 1,813 2,255
As % of all permanent jobs advertised in London 4.42% 4.46% 3.86%
As % of the Processes & Methodologies category 4.70% 4.75% 4.15%
Number of salaries quoted 1,156 1,443 1,627
10th Percentile £46,250 £43,750 £39,501
25th Percentile £56,250 £52,500 £50,500
Median annual salary (50th Percentile) £75,000 £70,000 £62,500
Median % change year-on-year +7.14% +12.00% -7.41%
75th Percentile £91,250 £90,000 £81,250
90th Percentile £107,500 £126,250 £95,500
England median annual salary £57,500 £65,000 £57,500
% change year-on-year -11.54% +13.04% -0.86%

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 31,294 38,150 54,365
As % of all permanent IT jobs advertised in London 93.99% 93.90% 92.97%
Number of salaries quoted 23,974 31,051 44,352
10th Percentile £42,500 £38,000 £36,250
25th Percentile £52,500 £50,000 £47,500
Median annual salary (50th Percentile) £70,000 £67,000 £65,000
Median % change year-on-year +4.48% +3.08% +8.33%
75th Percentile £87,500 £85,000 £81,250
90th Percentile £105,000 £102,500 £97,500
England median annual salary £55,000 £55,000 £52,500
% change year-on-year - +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 13 May 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 13 May 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 +18 282 £75,000 +7.14% 92
South London +10 56 £60,000 +37.73% 6
West London +12 53 £65,000 +18.18% 21
East London +8 5 £50,250 -16.25% 14
North London +21 3 £67,500 +31.71% 1
Migration
England

For the 6 months to 13 May 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.

1 590 (40.14%) Azure
2 486 (33.06%) AWS
2 486 (33.06%) Agile Software Development
3 411 (27.96%) Finance
4 378 (25.71%) Microsoft
5 350 (23.81%) SQL
6 344 (23.40%) DevOps
7 305 (20.75%) Data Migration
8 298 (20.27%) Social Skills
9 256 (17.41%) Microservices
10 255 (17.35%) Web Services
11 231 (15.71%) Business Intelligence
12 202 (13.74%) .NET
13 199 (13.54%) C#
14 197 (13.40%) JavaScript
15 196 (13.33%) Python
16 195 (13.27%) Windows
17 183 (12.45%) Power Platform
18 170 (11.56%) SQL Server
19 169 (11.50%) .NET Core
20 167 (11.36%) GCP
20 167 (11.36%) Data Warehouse
21 163 (11.09%) Active Directory
21 163 (11.09%) Software Engineering
22 161 (10.95%) Terraform
23 155 (10.54%) Analytics
24 154 (10.48%) React
25 151 (10.27%) Kubernetes
25 151 (10.27%) ETL
26 150 (10.20%) Microsoft 365

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
1 135 (9.18%) SharePoint
2 35 (2.38%) Apache Spark
3 33 (2.24%) MS Exchange
4 24 (1.63%) CMS
5 18 (1.22%) Skype for Business
6 17 (1.16%) Apache Airflow
7 15 (1.02%) IIS
8 14 (0.95%) Apache
9 13 (0.88%) Oracle Application Server
9 13 (0.88%) WordPress
10 12 (0.82%) BizTalk Server
10 12 (0.82%) Confluence
10 12 (0.82%) WebSphere
10 12 (0.82%) WebSphere Application Server
11 11 (0.75%) Exchange Server 2010
12 10 (0.68%) Headless CMS
13 9 (0.61%) Elasticsearch
14 8 (0.54%) SAS
15 5 (0.34%) Jupyter
16 4 (0.27%) SharePoint 2010
Applications
1 75 (5.10%) Microsoft Excel
2 61 (4.15%) Microsoft Office
3 17 (1.16%) MS Visio
4 13 (0.88%) Oracle Smart View
5 9 (0.61%) Microsoft Project
5 9 (0.61%) Spreadsheet
6 6 (0.41%) Microsoft PowerPoint
6 6 (0.41%) Photoshop
7 3 (0.20%) InfoPath
8 1 (0.068%) Chatbot
8 1 (0.068%) Maya
Business Applications
1 77 (5.24%) Dynamics CRM
2 38 (2.59%) Oracle ERP
3 31 (2.11%) Dynamics AX
4 19 (1.29%) NetSuite
4 19 (1.29%) Oracle Receivables
5 18 (1.22%) Oracle Payables
6 15 (1.02%) Oracle Cash Management
7 14 (0.95%) Oracle General Ledger
8 13 (0.88%) Oracle EBS
8 13 (0.88%) Oracle Subledger Accounting
9 12 (0.82%) PeopleSoft HCM
10 11 (0.75%) SAP Hybris
11 9 (0.61%) Oracle Applications
12 6 (0.41%) Oracle Assets
13 4 (0.27%) JDE EnterpriseOne
13 4 (0.27%) SAP S/4HANA
13 4 (0.27%) Shopify
14 3 (0.20%) Endur
14 3 (0.20%) SAP Business One
14 3 (0.20%) SAP MDG
Cloud Services
1 590 (40.14%) Azure
2 486 (33.06%) AWS
3 183 (12.45%) Power Platform
4 167 (11.36%) GCP
5 150 (10.20%) Microsoft 365
6 135 (9.18%) Azure Active Directory
7 121 (8.23%) PaaS
8 108 (7.35%) SaaS
9 94 (6.39%) IaaS
10 82 (5.58%) Azure Service Bus
11 81 (5.51%) Azure App Service
12 80 (5.44%) Azure Service Fabric
13 77 (5.24%) Serverless
14 65 (4.42%) Dynamics 365
15 61 (4.15%) Azure Storage
16 50 (3.40%) Azure Key Vault
17 38 (2.59%) Azure Functions
18 34 (2.31%) PowerApps
19 32 (2.18%) Amazon S3
19 32 (2.18%) NuGet
Communications & Networking
1 69 (4.69%) Firewall
2 41 (2.79%) DNS
3 29 (1.97%) VPN
4 27 (1.84%) DHCP
5 24 (1.63%) SAN
5 24 (1.63%) WAN
6 20 (1.36%) Skype
7 16 (1.09%) TCP/IP
8 15 (1.02%) Network Security
9 13 (0.88%) LAN
10 12 (0.82%) SD-WAN
11 11 (0.75%) Wireless
12 10 (0.68%) BGP
13 9 (0.61%) HTTP
14 8 (0.54%) Internet
14 8 (0.54%) VLAN
15 7 (0.48%) Broadband
15 7 (0.48%) NAS
15 7 (0.48%) OSPF
15 7 (0.48%) SMS
Database & Business Intelligence
1 170 (11.56%) SQL Server
2 167 (11.36%) Data Warehouse
3 136 (9.25%) Power BI
4 75 (5.10%) Azure SQL Database
5 67 (4.56%) Big Data
6 63 (4.29%) SQL Server Integration Services
7 60 (4.08%) NoSQL
8 48 (3.27%) SQL Server Reporting Services
9 47 (3.20%) Tableau
10 43 (2.93%) SQL Server Analysis Services
11 42 (2.86%) MySQL
11 42 (2.86%) Relational Database
12 41 (2.79%) Data Lake
12 41 (2.79%) PostgreSQL
12 41 (2.79%) Snowflake Schema
13 39 (2.65%) Azure SQL Data Warehouse
14 31 (2.11%) Oracle BI Publisher
15 30 (2.04%) Oracle Reports
16 27 (1.84%) Amazon RDS
17 26 (1.77%) Oracle ODI
Development Applications
1 96 (6.53%) Jenkins
2 57 (3.88%) Git (software)
3 54 (3.67%) Visual Studio Team System
4 52 (3.54%) Team Foundation Server
5 33 (2.24%) JIRA
6 27 (1.84%) Oracle APEX
7 24 (1.63%) Maven
8 16 (1.09%) Octopus Deploy
9 14 (0.95%) TeamCity
10 13 (0.88%) Oracle Forms
11 12 (0.82%) Gradle
12 10 (0.68%) Spinnaker
12 10 (0.68%) Travis CI
13 9 (0.61%) JUnit
13 9 (0.61%) Selenium
14 8 (0.54%) SonarQube
14 8 (0.54%) webpack
15 7 (0.48%) Cucumber
15 7 (0.48%) Sonatype Nexus
15 7 (0.48%) Visual Studio
General
1 411 (27.96%) Finance
2 298 (20.27%) Social Skills
3 133 (9.05%) Analytical Skills
4 119 (8.10%) Front Office
5 94 (6.39%) Banking
6 56 (3.81%) Marketing
7 54 (3.67%) Law
8 46 (3.13%) Influencing Skills
9 43 (2.93%) Retail
10 40 (2.72%) Public Sector
11 32 (2.18%) Legal
12 30 (2.04%) Presentation Skills
13 28 (1.90%) Telecoms
14 18 (1.22%) General Ledger
15 17 (1.16%) Organisational Skills
16 14 (0.95%) Investment Banking
16 14 (0.95%) Manufacturing
17 12 (0.82%) Private Banking
18 11 (0.75%) Advertising
18 11 (0.75%) Games
Job Titles
1 300 (20.41%) Developer
2 256 (17.41%) Architect
3 164 (11.16%) Consultant
4 122 (8.30%) .NET Developer
5 101 (6.87%) Analyst
5 101 (6.87%) Software Engineer
6 94 (6.39%) AWS Engineer
7 91 (6.19%) AWS Developer
8 81 (5.51%) Senior Developer
9 76 (5.17%) .NET Software Engineer
9 76 (5.17%) AWS Software Engineer
10 75 (5.10%) .NET Software Developer
10 75 (5.10%) Developer/Software Engineer
11 72 (4.90%) Cloud Architect
12 71 (4.83%) Solutions Architect
13 69 (4.69%) C# Developer
14 58 (3.95%) Infrastructure Engineer
15 54 (3.67%) DevOps Engineer
15 54 (3.67%) Senior C# Developer
16 51 (3.47%) Cloud Consultant
Libraries, Frameworks & Software Standards
1 255 (17.35%) Web Services
2 202 (13.74%) .NET
3 169 (11.50%) .NET Core
4 154 (10.48%) React
5 134 (9.12%) ASP.NET Web API
6 107 (7.28%) AngularJS
7 103 (7.01%) CSS
8 81 (5.51%) Vue.js
9 79 (5.37%) ASP.NET
10 75 (5.10%) ASP.NET Core
11 67 (4.56%) HTML
12 62 (4.22%) REST
13 58 (3.95%) jQuery
14 55 (3.74%) .NET Framework
15 54 (3.67%) Entity Framework
15 54 (3.67%) Twitter Bootstrap
16 41 (2.79%) Node.js
17 35 (2.38%) Kafka
18 32 (2.18%) Middleware
19 30 (2.04%) Spring
Miscellaneous
1 104 (7.07%) Data Centre
2 97 (6.60%) Greenfield Project
3 93 (6.33%) Derivative
4 91 (6.19%) Fixed Income
5 89 (6.05%) Foreign Exchange (FX)
6 84 (5.71%) Equities
7 83 (5.65%) Hedge funds
8 49 (3.33%) N-Tier
9 47 (3.20%) Public Cloud
10 41 (2.79%) Cloud Native
10 41 (2.79%) Reinsurance
11 40 (2.72%) Management Information System
12 38 (2.59%) Enterprise Software
13 36 (2.45%) Hybrid Cloud
14 28 (1.90%) Data Structures
15 27 (1.84%) Clustering
16 22 (1.50%) Video Conferencing
16 22 (1.50%) Virtual Team
17 21 (1.43%) Self-Motivation
18 16 (1.09%) User Experience
Operating Systems
1 195 (13.27%) Windows
2 124 (8.44%) Linux
3 88 (5.99%) Windows Server
4 47 (3.20%) Unix
5 24 (1.63%) Windows 10
5 24 (1.63%) Windows Server 2019
6 15 (1.02%) Windows Server 2008
7 14 (0.95%) Red Hat Enterprise Linux
8 13 (0.88%) Windows Server 2016
9 12 (0.82%) Windows 7
10 11 (0.75%) VMS
11 8 (0.54%) Android
11 8 (0.54%) Windows Server 2012
12 7 (0.48%) Apple iOS
13 6 (0.41%) CentOS
14 4 (0.27%) Ubuntu
15 2 (0.14%) SUSE
16 1 (0.068%) Windows 8
16 1 (0.068%) Windows Server 2003
16 1 (0.068%) zOS
Processes & Methodologies
1 486 (33.06%) Agile Software Development
2 344 (23.40%) DevOps
3 305 (20.75%) Data Migration
4 256 (17.41%) Microservices
5 231 (15.71%) Business Intelligence
6 163 (11.09%) Software Engineering
7 155 (10.54%) Analytics
8 151 (10.27%) ETL
9 148 (10.07%) CRM
9 148 (10.07%) ERP
9 148 (10.07%) Problem-Solving
10 144 (9.80%) Project Management
11 135 (9.18%) Project Delivery
12 122 (8.30%) Fintech
13 118 (8.03%) Asset Management
14 104 (7.07%) Continuous Integration
15 102 (6.94%) Investment Management
16 100 (6.80%) OO
17 97 (6.60%) Mentoring
18 90 (6.12%) Presales
Programming Languages
1 350 (23.81%) SQL
2 199 (13.54%) C#
3 197 (13.40%) JavaScript
4 196 (13.33%) Python
5 147 (10.00%) PowerShell
6 140 (9.52%) Java
7 97 (6.60%) T-SQL
8 45 (3.06%) PL/SQL
9 41 (2.79%) Bash Shell
10 29 (1.97%) Ruby
11 24 (1.63%) C++
12 23 (1.56%) C
13 22 (1.50%) Perl
14 20 (1.36%) PHP
15 18 (1.22%) Go
16 16 (1.09%) R
17 15 (1.02%) Data Analysis Expressions (DAX)
18 12 (0.82%) VBA
19 9 (0.61%) Apex Code
19 9 (0.61%) Scala
Qualifications
1 132 (8.98%) Degree
2 92 (6.26%) Security Cleared
3 66 (4.49%) Microsoft Certification
4 49 (3.33%) SC Cleared
5 42 (2.86%) BPSS Clearance
5 42 (2.86%) Oracle Certification
6 32 (2.18%) Cisco Certification
7 29 (1.97%) Computer Science Degree
8 24 (1.63%) CCNA
9 23 (1.56%) AWS Certification
10 21 (1.43%) CCNP
11 12 (0.82%) ACCA
11 12 (0.82%) CIMA
11 12 (0.82%) Master's Degree
12 11 (0.75%) CISSP
13 10 (0.68%) MCSE
14 9 (0.61%) VMware Certified Professional (VCP)
15 7 (0.48%) ISEB
16 6 (0.41%) CCIE
16 6 (0.41%) ITIL Certification
Quality Assurance & Compliance
1 50 (3.40%) Data Quality
2 43 (2.93%) GDPR
3 36 (2.45%) QA
4 15 (1.02%) SLA
5 13 (0.88%) PMO
6 4 (0.27%) NIST
6 4 (0.27%) Sarbanes-Oxley
7 3 (0.20%) ISO/IEC 27001
7 3 (0.20%) PCI DSS
8 1 (0.068%) COBIT
8 1 (0.068%) GRC
8 1 (0.068%) ISO 20022
8 1 (0.068%) ITGC
8 1 (0.068%) MiFID
8 1 (0.068%) PMBOK
System Software
1 163 (11.09%) Active Directory
2 131 (8.91%) Docker
3 68 (4.63%) VMware Infrastructure
4 29 (1.97%) Hyper-V
5 16 (1.09%) vSphere
6 13 (0.88%) Virtual Machines
7 7 (0.48%) XenApp
8 6 (0.41%) Firmware
8 6 (0.41%) Postfix
8 6 (0.41%) Veritas Cluster Server
9 5 (0.34%) KVM
9 5 (0.34%) Virtual Desktop
9 5 (0.34%) XenDesktop
10 4 (0.27%) Microsoft App-V
10 4 (0.27%) VMware ESXi
10 4 (0.27%) Xen
11 3 (0.20%) Oracle RAC
11 3 (0.20%) Samba
11 3 (0.20%) Sendmail
11 3 (0.20%) VMware Workstation
Systems Management
1 161 (10.95%) Terraform
2 151 (10.27%) Kubernetes
3 82 (5.58%) Opscode Chef
4 77 (5.24%) Ansible
5 37 (2.52%) Puppet
5 37 (2.52%) SCCM
6 27 (1.84%) Microsoft Intune
7 16 (1.09%) Consul
7 16 (1.09%) Failover Clustering
8 14 (0.95%) Nagios
8 14 (0.95%) SCOM
8 14 (0.95%) Single Sign-On
9 11 (0.75%) Grafana
9 11 (0.75%) vCenter Server
10 9 (0.61%) Sysdig
11 7 (0.48%) Packer
12 6 (0.41%) McAfee ePO
12 6 (0.41%) PowerCLI
12 6 (0.41%) WSUS
13 5 (0.34%) Prometheus
Vendors
1 378 (25.71%) Microsoft
2 143 (9.73%) Oracle
3 134 (9.12%) VMware
4 121 (8.23%) Google
5 64 (4.35%) Salesforce.com
6 51 (3.47%) Cisco
6 51 (3.47%) Nintex
6 51 (3.47%) SAP
7 34 (2.31%) Citrix
7 34 (2.31%) Informatica
8 29 (1.97%) JD Edwards
9 23 (1.56%) IBM
10 20 (1.36%) Databricks
11 17 (1.16%) HP
12 15 (1.02%) MuleSoft
13 14 (0.95%) Red Hat
13 14 (0.95%) Salesforce Marketing Cloud
14 13 (0.88%) iManage
15 12 (0.82%) Okta
15 12 (0.82%) PeopleSoft