Period
to 30 March 2020

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 30 March 2020 with a comparison to the same period in the previous 2 years.

Migration
England > London
6 months to
30 Mar 2020
Same period 2019 Same period 2018
Rank 59 86 96
Rank change year-on-year +27 +10 +35
Permanent jobs citing Migration 2,199 2,251 2,240
As % of all permanent jobs advertised in London 4.52% 3.66% 3.20%
As % of the Processes & Methodologies category 4.84% 3.95% 3.44%
Number of salaries quoted 1,855 1,677 1,802
Median annual salary £70,000 £62,500 £65,000
Median salary % change year-on-year +12.00% -3.85% +6.56%
10th Percentile £43,750 £41,250 £42,500
90th Percentile £125,000 £95,000 £97,500
England median annual salary £65,000 £60,000 £58,500
% change year-on-year +8.33% +2.56% +11.43%

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 45,428 57,020 65,160
As % of all permanent IT jobs advertised in London 93.46% 92.77% 93.23%
Number of salaries quoted 36,404 46,130 53,899
Median annual salary £65,000 £62,500 £60,000
Median salary % change year-on-year +4.00% +4.17% -
10th Percentile £37,500 £36,250 £35,000
90th Percentile £100,000 £95,000 £92,500
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +2.04%

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 30 March 2020.

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 30 March 2020. 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 -3 392 £70,000 +12.00% 98
West London +27 121 £60,000 +14.29% 27
South London +39 82 £48,125 -25.63% 16
East London +6 20 £60,000 +17.65% 7
North London -24 9 £62,500 - 9
Migration
England

For the 6 months to 30 March 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 London region with a requirement for Migration.

1 849 (38.61%) Azure
2 745 (33.88%) AWS
3 723 (32.88%) Agile Software Development
4 677 (30.79%) Finance
5 610 (27.74%) Microsoft
6 588 (26.74%) SQL
7 439 (19.96%) Python
8 402 (18.28%) Analytics
9 391 (17.78%) Windows
10 374 (17.01%) Java
11 372 (16.92%) DevOps
12 351 (15.96%) Data Migration
13 340 (15.46%) JavaScript
14 330 (15.01%) GCP
15 326 (14.82%) Office 365
16 322 (14.64%) SQL Server
17 294 (13.37%) C#
18 276 (12.55%) .NET
19 265 (12.05%) VMware
20 264 (12.01%) Web Services
21 259 (11.78%) Banking
22 254 (11.55%) PowerShell
23 252 (11.46%) Active Directory
24 250 (11.37%) Project Delivery
25 249 (11.32%) Microservices
26 246 (11.19%) Problem-Solving
27 244 (11.10%) Data Warehouse
28 242 (11.01%) Project Management
29 227 (10.32%) Linux
30 226 (10.28%) Decision-Making

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
1 201 (9.14%) SharePoint
2 65 (2.96%) MS Exchange
3 51 (2.32%) IIS
4 49 (2.23%) Apache Spark
5 39 (1.77%) Confluence
6 37 (1.68%) Skype for Business
7 31 (1.41%) SAS
8 27 (1.23%) CMS
9 20 (0.91%) SharePoint 2013
10 18 (0.82%) Elasticsearch
11 17 (0.77%) JBoss
11 17 (0.77%) WebSphere
12 16 (0.73%) SharePoint 2010
12 16 (0.73%) Tomcat
12 16 (0.73%) WebLogic
13 14 (0.64%) Adobe Experience Manager
14 12 (0.55%) nginx
15 10 (0.45%) Apache
15 10 (0.45%) WordPress
16 9 (0.41%) Exchange Server 2010
Applications
1 104 (4.73%) Microsoft Office
2 90 (4.09%) Microsoft Excel
3 29 (1.32%) Microsoft PowerPoint
4 14 (0.64%) Microsoft Project
5 12 (0.55%) MS Visio
6 8 (0.36%) Gliffy
7 3 (0.14%) Adobe Premiere
8 2 (0.091%) Spreadsheet
9 1 (0.045%) InfoPath
9 1 (0.045%) Maya
9 1 (0.045%) Mingle
9 1 (0.045%) NUKE
Business Applications
1 107 (4.87%) FINCAD Analytics
2 38 (1.73%) Dynamics CRM
3 19 (0.86%) Oracle EBS
3 19 (0.86%) Oracle ERP
4 11 (0.50%) Adobe Campaign
5 9 (0.41%) Oracle Applications
6 8 (0.36%) SAP S/4HANA
6 8 (0.36%) Sparx Enterprise Architect
7 7 (0.32%) Magento
7 7 (0.32%) Oracle Payables
7 7 (0.32%) Oracle Receivables
8 6 (0.27%) Oracle EBS R12
8 6 (0.27%) SAP MDG
9 5 (0.23%) NetSuite
10 4 (0.18%) Dynamics AX
11 3 (0.14%) Dynamics NAV
11 3 (0.14%) PeopleSoft HCM
11 3 (0.14%) SAP BPC
12 2 (0.091%) Oracle CRM On Demand
12 2 (0.091%) Oracle General Ledger
Cloud Services
1 849 (38.61%) Azure
2 745 (33.88%) AWS
3 330 (15.01%) GCP
4 326 (14.82%) Office 365
5 165 (7.50%) Power Platform
6 148 (6.73%) PaaS
7 143 (6.50%) SaaS
8 95 (4.32%) IaaS
9 92 (4.18%) Cloud Computing
10 91 (4.14%) Azure Active Directory
11 65 (2.96%) OpenShift
12 57 (2.59%) Dynamics 365
13 50 (2.27%) Serverless
14 49 (2.23%) Amazon EC2
15 47 (2.14%) PowerApps
16 40 (1.82%) Amazon S3
17 35 (1.59%) OneDrive
18 33 (1.50%) AWS CloudFormation
19 31 (1.41%) Virtual Private Cloud
20 29 (1.32%) GitHub
Communications & Networking
1 128 (5.82%) Firewall
2 81 (3.68%) DNS
3 59 (2.68%) Skype
4 55 (2.50%) VoIP
5 51 (2.32%) TCP/IP
6 49 (2.23%) DHCP
7 47 (2.14%) WAN
8 44 (2.00%) Wireless
9 30 (1.36%) SAN
10 28 (1.27%) VPN
11 27 (1.23%) Network Security
12 26 (1.18%) LAN
13 24 (1.09%) SSL
14 20 (0.91%) HTTP
15 19 (0.86%) Intranet
16 18 (0.82%) Cisco Nexus
17 17 (0.77%) Wireless Security
18 16 (0.73%) Internet
19 15 (0.68%) NAS
20 13 (0.59%) Unified Communications
Database & Business Intelligence
1 322 (14.64%) SQL Server
2 244 (11.10%) Data Warehouse
3 131 (5.96%) Amazon DynamoDB
4 129 (5.87%) Big Data
5 128 (5.82%) Power BI
6 127 (5.78%) PostgreSQL
7 125 (5.68%) SQL Server Integration Services
8 112 (5.09%) Amazon Athena
9 107 (4.87%) NoSQL
10 94 (4.27%) SQL Server Analysis Services
11 84 (3.82%) Relational Database
12 62 (2.82%) Azure SQL Database
13 61 (2.77%) Data Lake
14 58 (2.64%) Hadoop
15 48 (2.18%) DB2
16 47 (2.14%) RDBMS
17 46 (2.09%) SQL Server Reporting Services
18 43 (1.96%) MySQL
19 32 (1.46%) Amazon Redshift
20 30 (1.36%) Oracle Reports
Development Applications
1 85 (3.87%) Git (software)
2 80 (3.64%) Jenkins
3 79 (3.59%) JIRA
4 61 (2.77%) Artifactory
5 44 (2.00%) TeamCity
6 37 (1.68%) Octopus Deploy
7 34 (1.55%) Maven
8 32 (1.46%) Selenium
9 30 (1.36%) Visual Studio
10 26 (1.18%) Team Foundation Server
11 22 (1.00%) Visual Studio Team System
12 21 (0.95%) SQL Server Management Studio (SSMS)
13 19 (0.86%) gulp
14 15 (0.68%) Bitbucket
14 15 (0.68%) MSBuild
14 15 (0.68%) NUnit
15 13 (0.59%) Ant
15 13 (0.59%) Katalon Studio
16 12 (0.55%) Cypress.io
16 12 (0.55%) Zephyr
General
1 677 (30.79%) Finance
2 259 (11.78%) Banking
3 199 (9.05%) Front Office
4 118 (5.37%) Retail
5 57 (2.59%) Marketing
6 41 (1.86%) Law
7 33 (1.50%) Public Sector
8 27 (1.23%) Telecoms
9 26 (1.18%) Publishing
10 24 (1.09%) Legal
11 21 (0.95%) Investment Banking
12 20 (0.91%) Back Office
13 15 (0.68%) Billing
14 14 (0.64%) Advertising
14 14 (0.64%) Financial Institution
15 12 (0.55%) Automotive
16 11 (0.50%) Games
17 8 (0.36%) Manufacturing
18 7 (0.32%) Local Government
19 4 (0.18%) Police
Job Titles
1 475 (21.60%) Architect
2 295 (13.42%) Developer
3 271 (12.32%) Analyst
4 181 (8.23%) Consultant
5 133 (6.05%) Cloud Architect
6 116 (5.28%) Solutions Architect
7 101 (4.59%) Project Manager
8 93 (4.23%) Infrastructure Engineer
9 92 (4.18%) DevOps Engineer
10 86 (3.91%) Azure Architect
11 81 (3.68%) Support Analyst
12 78 (3.55%) SQL Developer
13 76 (3.46%) Data Analyst
14 75 (3.41%) Data Architect
14 75 (3.41%) Senior Architect
15 69 (3.14%) Cloud Engineer
16 68 (3.09%) Lead Architect
17 66 (3.00%) Senior Developer
18 65 (2.96%) Administrator
19 61 (2.77%) SQL Analyst
Libraries, Frameworks & Software Standards
1 276 (12.55%) .NET
2 264 (12.01%) Web Services
3 146 (6.64%) J2EE
4 120 (5.46%) XML
5 119 (5.41%) CSS
6 114 (5.18%) AngularJS
6 114 (5.18%) React
7 94 (4.27%) HTML
8 83 (3.77%) ASP.NET
8 83 (3.77%) RESTful
9 80 (3.64%) Node.js
9 80 (3.64%) REST
10 69 (3.14%) JSON
11 60 (2.73%) Kafka
12 59 (2.68%) ASP.NET Web API
13 55 (2.50%) jQuery
14 53 (2.41%) .NET Framework
15 43 (1.96%) SOAP
16 35 (1.59%) Entity Framework
17 34 (1.55%) ASP.NET MVC
Miscellaneous
1 198 (9.00%) Analytical Skills
2 197 (8.96%) Data Centre
3 182 (8.28%) Hedge funds
4 177 (8.05%) Fixed Income
5 172 (7.82%) Derivative
6 167 (7.59%) Public Cloud
7 149 (6.78%) Greenfield Project
8 117 (5.32%) Hybrid Cloud
9 114 (5.18%) Cloud Native
10 95 (4.32%) Blog
11 89 (4.05%) Enterprise Software
12 84 (3.82%) Equities
13 79 (3.59%) Equity Derivative
14 75 (3.41%) Management Information System
15 74 (3.37%) AS400
16 53 (2.41%) Foreign Exchange (FX)
17 51 (2.32%) Private Cloud
17 51 (2.32%) Reinsurance
17 51 (2.32%) Self-Motivation
18 42 (1.91%) Data Structures
Operating Systems
1 391 (17.78%) Windows
2 227 (10.32%) Linux
3 154 (7.00%) Windows Server
4 111 (5.05%) Windows 10
5 42 (1.91%) Unix
6 34 (1.55%) Red Hat Enterprise Linux
7 23 (1.05%) Windows Server 2008
8 22 (1.00%) Windows Server 2012
9 18 (0.82%) Windows Server 2016
10 16 (0.73%) Windows 7
11 11 (0.50%) Mac OS X
12 9 (0.41%) CentOS
13 6 (0.27%) Android
13 6 (0.27%) Apple iOS
13 6 (0.27%) Mac OS
14 3 (0.14%) Solaris
15 2 (0.091%) SUSE
15 2 (0.091%) SUSE Linux Enterprise Server
15 2 (0.091%) VyOS
15 2 (0.091%) Windows Server 2003
Processes & Methodologies
1 723 (32.88%) Agile Software Development
2 402 (18.28%) Analytics
3 372 (16.92%) DevOps
4 351 (15.96%) Data Migration
5 250 (11.37%) Project Delivery
6 249 (11.32%) Microservices
7 246 (11.19%) Problem-Solving
8 242 (11.01%) Project Management
9 226 (10.28%) Decision-Making
10 217 (9.87%) Software Engineering
11 216 (9.82%) Data Analytics
11 216 (9.82%) Mentoring
12 207 (9.41%) Asset Management
13 184 (8.37%) ETL
14 182 (8.28%) Scrum
15 181 (8.23%) Artificial Intelligence
16 180 (8.19%) Investment Management
17 179 (8.14%) Business Intelligence
18 166 (7.55%) ITIL
19 139 (6.32%) Open Source
Programming Languages
1 588 (26.74%) SQL
2 439 (19.96%) Python
3 374 (17.01%) Java
4 340 (15.46%) JavaScript
5 294 (13.37%) C#
6 254 (11.55%) PowerShell
7 179 (8.14%) C++
8 107 (4.87%) Kotlin
9 105 (4.77%) T-SQL
10 86 (3.91%) R
11 75 (3.41%) Bash Shell
12 74 (3.37%) RPG
13 67 (3.05%) C
14 66 (3.00%) Ruby
15 47 (2.14%) PHP
16 43 (1.96%) Go
17 42 (1.91%) PL/SQL
18 38 (1.73%) Perl
19 33 (1.50%) Scala
20 28 (1.27%) TypeScript
Qualifications
1 169 (7.69%) Degree
2 89 (4.05%) Microsoft Certification
3 82 (3.73%) Computer Science Degree
4 39 (1.77%) AWS Certification
5 37 (1.68%) Cisco Certification
5 37 (1.68%) MCSE
6 30 (1.36%) Security Cleared
7 25 (1.14%) MCSA
8 23 (1.05%) SC Cleared
9 22 (1.00%) CCNP
10 21 (0.95%) PRINCE2 Practitioner
11 20 (0.91%) Oracle Certification
12 15 (0.68%) PRINCE2 Certification
13 14 (0.64%) MCP
14 13 (0.59%) CCIE
14 13 (0.59%) PMI Certification
14 13 (0.59%) TOGAF Certification
15 11 (0.50%) Master's Degree
16 10 (0.45%) ITIL Certification
16 10 (0.45%) PMP
Quality Assurance & Compliance
1 105 (4.77%) Data Quality
2 79 (3.59%) QA
3 49 (2.23%) SLA
4 27 (1.23%) GDPR
5 21 (0.95%) PCI DSS
6 7 (0.32%) Basel III
6 7 (0.32%) ISO/IEC 27001
6 7 (0.32%) PMO
7 6 (0.27%) Cyber Essentials
7 6 (0.27%) Sarbanes-Oxley
8 4 (0.18%) Basel II
9 3 (0.14%) CRD IV
9 3 (0.14%) ITGC
10 2 (0.091%) COBIT
10 2 (0.091%) PSD2
11 1 (0.045%) EMIR
11 1 (0.045%) GxP
11 1 (0.045%) ISO 20022
11 1 (0.045%) MiFID
11 1 (0.045%) SEPA
System Software
1 252 (11.46%) Active Directory
2 224 (10.19%) Docker
3 163 (7.41%) VMware Infrastructure
4 109 (4.96%) Hyper-V
5 46 (2.09%) vSphere
6 19 (0.86%) Virtual Machines
6 19 (0.86%) XenApp
7 17 (0.77%) VMware ESXi
8 13 (0.59%) VMware NSX
9 8 (0.36%) Apache Flume
9 8 (0.36%) Virtual Desktop
9 8 (0.36%) Xen
9 8 (0.36%) XenDesktop
10 5 (0.23%) Microsoft App-V
10 5 (0.23%) Virtual Servers
11 4 (0.18%) OpenSSH
11 4 (0.18%) Terminal Services
12 3 (0.14%) Apache ZooKeeper
12 3 (0.14%) BitLocker
12 3 (0.14%) VMware Server
Systems Management
1 210 (9.55%) Kubernetes
2 167 (7.59%) Terraform
3 142 (6.46%) SCCM
4 113 (5.14%) Ansible
5 100 (4.55%) Opscode Chef
6 83 (3.77%) Puppet
7 71 (3.23%) Microsoft Intune
8 17 (0.77%) SCOM
9 15 (0.68%) vRealize
10 13 (0.59%) PowerCLI
11 10 (0.45%) Microsoft Clustering
12 9 (0.41%) Packer
13 7 (0.32%) Oozie
13 7 (0.32%) Single Sign-On
14 6 (0.27%) HP UCMDB
14 6 (0.27%) Mesos
14 6 (0.27%) Salt
15 5 (0.23%) Jamf Pro
16 4 (0.18%) AirWatch
16 4 (0.18%) Hadoop YARN
Vendors
1 610 (27.74%) Microsoft
2 265 (12.05%) VMware
3 185 (8.41%) Oracle
4 167 (7.59%) Google
5 120 (5.46%) Bloomberg
6 109 (4.96%) Cisco
7 64 (2.91%) Citrix
8 62 (2.82%) Salesforce.com
9 55 (2.50%) SAP
10 53 (2.41%) Tableau
11 42 (1.91%) ServiceNow
12 39 (1.77%) IBM
13 36 (1.64%) Informatica
14 32 (1.46%) Red Hat
15 25 (1.14%) Palo Alto
16 21 (0.95%) Atlassian
16 21 (0.95%) Sybase
17 20 (0.91%) Juniper
17 20 (0.91%) Teradata
18 19 (0.86%) HP