Period
to 16 October 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 16 October 2021 with a comparison to the same period in the previous 2 years.

Migration
England > London
6 months to
16 Oct 2021
Same period 2020 Same period 2019
Rank 79 66 74
Rank change year-on-year -13 +8 +32
Permanent jobs citing Migration 2,001 862 2,232
As % of all permanent jobs advertised in London 4.00% 4.45% 4.07%
As % of the Processes & Methodologies category 4.18% 4.74% 4.35%
Number of salaries quoted 1,485 713 1,631
10th Percentile £47,500 £42,500 £40,000
25th Percentile £60,000 £54,477 £51,250
Median annual salary (50th Percentile) £75,000 £70,000 £65,000
Median % change year-on-year +7.14% +7.69% -
75th Percentile £92,500 £96,250 £82,500
90th Percentile £105,000 £142,500 £100,000
England median annual salary £62,500 £62,500 £57,500
% change year-on-year - +8.70% -

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 47,829 18,191 51,290
As % of all permanent IT jobs advertised in London 95.53% 93.88% 93.59%
Number of salaries quoted 31,122 15,378 41,738
10th Percentile £42,500 £42,500 £36,250
25th Percentile £52,500 £52,500 £47,500
Median annual salary (50th Percentile) £70,000 £70,000 £65,000
Median % change year-on-year - +7.69% +4.00%
75th Percentile £88,750 £86,250 £82,500
90th Percentile £106,250 £107,500 £100,000
England median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +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 16 October 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 16 October 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 +6 314 £73,500 +13.08% 122
West London -27 85 £73,750 +18.00% 31
South London +13 71 £75,000 +16.41% 12
East London -19 6 £70,000 +55.56% 26
North London -18 2 £53,500 +1.90% 3
Migration
England

For the 6 months to 16 October 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.

1 646 (32.28%) Azure
2 608 (30.38%) AWS
3 594 (29.69%) Agile Software Development
4 544 (27.19%) Finance
5 507 (25.34%) Data Migration
6 489 (24.44%) Social Skills
7 458 (22.89%) DevOps
8 414 (20.69%) Microsoft
9 412 (20.59%) SQL
10 384 (19.19%) Python
11 280 (13.99%) GCP
12 279 (13.94%) Analytics
13 264 (13.19%) Kubernetes
14 251 (12.54%) Problem-Solving
15 240 (11.99%) Java
16 238 (11.89%) Business Intelligence
17 227 (11.34%) Data Warehouse
18 223 (11.14%) Docker
19 221 (11.04%) ETL
20 218 (10.89%) Windows
21 206 (10.29%) Degree
22 202 (10.09%) SQL Server
23 186 (9.30%) Project Management
24 183 (9.15%) Software Engineering
25 179 (8.95%) Terraform
26 178 (8.90%) Analytical Skills
27 175 (8.75%) Microsoft 365
27 175 (8.75%) SaaS
28 174 (8.70%) Project Delivery
29 171 (8.55%) Active Directory

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
1 114 (5.70%) SharePoint
2 70 (3.50%) Apache Spark
3 37 (1.85%) CMS
4 34 (1.70%) IIS
5 30 (1.50%) Confluence
6 29 (1.45%) Elasticsearch
7 25 (1.25%) Apache Airflow
8 22 (1.10%) nginx
9 20 (1.00%) Apache Solr
10 17 (0.85%) Oracle Application Server
11 16 (0.80%) MS Exchange
12 14 (0.70%) WordPress
13 13 (0.65%) Documentum
14 12 (0.60%) Apache
14 12 (0.60%) Skype for Business
15 6 (0.30%) OpenStack
16 5 (0.25%) Appian
16 5 (0.25%) Blackberry Enterprise Server
16 5 (0.25%) Drupal
17 4 (0.20%) SharePoint 2010
Applications
1 74 (3.70%) Microsoft Excel
2 56 (2.80%) Microsoft Office
3 30 (1.50%) MS Visio
4 21 (1.05%) Microsoft Project
5 9 (0.45%) Spreadsheet
6 7 (0.35%) Microsoft PowerPoint
7 5 (0.25%) InfoPath
7 5 (0.25%) Oracle Smart View
8 2 (0.100%) Photoshop
9 1 (0.050%) Adobe Captivate
9 1 (0.050%) SPSS
Business Applications
1 25 (1.25%) NetSuite
2 22 (1.10%) SAP S/4HANA
3 21 (1.05%) Dynamics AX
4 19 (0.95%) Dynamics CRM
5 18 (0.90%) SAP MDG
6 14 (0.70%) Oracle ERP
6 14 (0.70%) Oracle Payables
6 14 (0.70%) Oracle Receivables
7 10 (0.50%) Oracle Cash Management
8 9 (0.45%) Oracle Subledger Accounting
8 9 (0.45%) SAP Business One
9 8 (0.40%) Oracle Assets
10 6 (0.30%) Oracle General Ledger
11 5 (0.25%) Magento
11 5 (0.25%) Oracle Financials
11 5 (0.25%) SAP FI
11 5 (0.25%) SAP MM
11 5 (0.25%) SAP SD
12 4 (0.20%) Shopify
12 4 (0.20%) TrackWise
Cloud Services
1 646 (32.28%) Azure
2 608 (30.38%) AWS
3 280 (13.99%) GCP
4 175 (8.75%) Microsoft 365
4 175 (8.75%) SaaS
5 159 (7.95%) Serverless
6 144 (7.20%) IaaS
7 138 (6.90%) PaaS
8 137 (6.85%) Power Platform
9 99 (4.95%) Azure Active Directory
10 78 (3.90%) Snowflake
11 62 (3.10%) Dynamics 365
12 58 (2.90%) AWS Lambda
12 58 (2.90%) GitHub
13 50 (2.50%) Azure Data Factory
14 48 (2.40%) Cloud Computing
15 38 (1.90%) Amazon S3
16 36 (1.80%) Amazon EKS
17 34 (1.70%) OpenShift
18 31 (1.55%) PowerApps
Communications & Networking
1 107 (5.35%) Firewall
2 82 (4.10%) Broadband
3 64 (3.20%) VPN
4 62 (3.10%) DNS
5 49 (2.45%) DHCP
6 45 (2.25%) TCP/IP
7 42 (2.10%) WAN
8 37 (1.85%) MPLS
9 31 (1.55%) BGP
10 30 (1.50%) IPv6
10 30 (1.50%) LAN
10 30 (1.50%) OSPF
10 30 (1.50%) SAN
11 23 (1.15%) Multicast
11 23 (1.15%) Network Security
12 21 (1.05%) Wi-Fi
13 17 (0.85%) 5G
13 17 (0.85%) Internet
13 17 (0.85%) SSL
13 17 (0.85%) VoIP
Database & Business Intelligence
1 227 (11.34%) Data Warehouse
2 202 (10.09%) SQL Server
3 136 (6.80%) Big Data
4 113 (5.65%) Power BI
5 74 (3.70%) PostgreSQL
6 71 (3.55%) SQL Server Integration Services
7 65 (3.25%) NoSQL
8 56 (2.80%) Data Lake
9 54 (2.70%) Azure SQL Database
9 54 (2.70%) MySQL
9 54 (2.70%) Relational Database
9 54 (2.70%) Tableau
10 51 (2.55%) SQL Server Reporting Services
11 50 (2.50%) Hadoop
12 39 (1.95%) SQL Server Analysis Services
13 38 (1.90%) BigQuery
13 38 (1.90%) Metadata
14 30 (1.50%) Oracle Database
15 29 (1.45%) Amazon Redshift
16 28 (1.40%) Amazon DynamoDB
Development Applications
1 95 (4.75%) Git (software)
2 90 (4.50%) Jenkins
3 68 (3.40%) JIRA
4 45 (2.25%) GitLab
5 33 (1.65%) Maven
6 27 (1.35%) Atlassian Bamboo
6 27 (1.35%) SonarQube
7 26 (1.30%) JUnit
8 25 (1.25%) TeamCity
9 21 (1.05%) Oracle APEX
10 19 (0.95%) Artifactory
10 19 (0.95%) Mockito
11 18 (0.90%) Visual Studio
12 16 (0.80%) Cucumber
13 13 (0.65%) SoapUI
14 12 (0.60%) Selenium
15 11 (0.55%) IntelliJ
15 11 (0.55%) Spinnaker
16 10 (0.50%) Travis CI
16 10 (0.50%) Visual Studio Code
General
1 544 (27.19%) Finance
2 489 (24.44%) Social Skills
3 178 (8.90%) Analytical Skills
4 117 (5.85%) Banking
5 97 (4.85%) Marketing
6 96 (4.80%) Retail
7 70 (3.50%) Front Office
8 66 (3.30%) Presentation Skills
9 63 (3.15%) Public Sector
10 60 (3.00%) Influencing Skills
11 57 (2.85%) Law
12 38 (1.90%) Investment Banking
13 37 (1.85%) Telecoms
14 36 (1.80%) Documentation Skills
15 28 (1.40%) Games
16 27 (1.35%) Pharmaceutical
16 27 (1.35%) Publishing
17 26 (1.30%) Legal
17 26 (1.30%) Organisational Skills
18 22 (1.10%) Advertising
Job Titles
1 407 (20.34%) Architect
2 307 (15.34%) Developer
3 191 (9.55%) Consultant
4 164 (8.20%) Analyst
5 161 (8.05%) Cloud Architect
6 100 (5.00%) Solutions Architect
7 91 (4.55%) Senior Developer
8 85 (4.25%) Project Manager
9 81 (4.05%) Data Architect
10 80 (4.00%) Cloud Engineer
10 80 (4.00%) DevOps Engineer
11 78 (3.90%) Software Engineer
12 75 (3.75%) Azure Engineer
13 74 (3.70%) Data Engineer
14 60 (3.00%) AWS Developer
15 57 (2.85%) Business Analyst
16 55 (2.75%) Infrastructure Engineer
17 43 (2.15%) Senior Manager
18 42 (2.10%) AWS Architect
19 41 (2.05%) Data Analyst
Libraries, Frameworks & Software Standards
1 156 (7.80%) Web Services
2 129 (6.45%) .NET
3 102 (5.10%) React
4 93 (4.65%) Spring
5 84 (4.20%) Kafka
6 60 (3.00%) SOAP
7 59 (2.95%) CSS
7 59 (2.95%) HTML
7 59 (2.95%) Node.js
8 53 (2.65%) Spring Boot
9 48 (2.40%) AngularJS
10 44 (2.20%) REST
11 43 (2.15%) GraphQL
12 39 (1.95%) Vue.js
13 36 (1.80%) ASP.NET
14 33 (1.65%) .NET Core
15 31 (1.55%) JSON
16 30 (1.50%) XML
17 26 (1.30%) jQuery
17 26 (1.30%) RESTful
Miscellaneous
1 148 (7.40%) Data Centre
2 137 (6.85%) Public Cloud
3 135 (6.75%) Cloud Native
4 96 (4.80%) Enterprise Software
5 80 (4.00%) Management Information System
6 62 (3.10%) Virtual Team
7 59 (2.95%) Social Media
8 52 (2.60%) Derivative
9 50 (2.50%) Greenfield Project
10 48 (2.40%) Hybrid Cloud
11 42 (2.10%) Equities
11 42 (2.10%) Replication
11 42 (2.10%) Self-Motivation
11 42 (2.10%) User Experience
12 41 (2.05%) Data Structures
13 39 (1.95%) Fixed Income
14 38 (1.90%) Foreign Exchange (FX)
14 38 (1.90%) Hedge funds
15 35 (1.75%) Legacy Systems
15 35 (1.75%) Video Conferencing
Operating Systems
1 218 (10.89%) Windows
2 160 (8.00%) Linux
3 104 (5.20%) Windows Server
4 47 (2.35%) Unix
5 25 (1.25%) Windows 10
6 18 (0.90%) Windows Server 2012
7 17 (0.85%) Red Hat Enterprise Linux
8 13 (0.65%) Windows Server 2016
8 13 (0.65%) Windows Server 2019
9 12 (0.60%) Android
10 11 (0.55%) Apple iOS
10 11 (0.55%) CentOS
11 10 (0.50%) VMS
11 10 (0.50%) Windows Server 2008
12 9 (0.45%) Ubuntu
13 8 (0.40%) SUSE
14 4 (0.20%) Mac OS X
15 3 (0.15%) AIX
15 3 (0.15%) Debian
16 2 (0.100%) Solaris
Processes & Methodologies
1 594 (29.69%) Agile Software Development
2 507 (25.34%) Data Migration
3 458 (22.89%) DevOps
4 279 (13.94%) Analytics
5 251 (12.54%) Problem-Solving
6 238 (11.89%) Business Intelligence
7 221 (11.04%) ETL
8 186 (9.30%) Project Management
9 183 (9.15%) Software Engineering
10 174 (8.70%) Project Delivery
11 170 (8.50%) Data Modelling
12 157 (7.85%) Stakeholder Management
13 150 (7.50%) Microservices
14 149 (7.45%) Presales
15 148 (7.40%) Scrum
16 147 (7.35%) Mentoring
17 136 (6.80%) Continuous Integration
18 134 (6.70%) Data Management
19 133 (6.65%) Computer Science
20 127 (6.35%) CRM
Programming Languages
1 412 (20.59%) SQL
2 384 (19.19%) Python
3 240 (11.99%) Java
4 160 (8.00%) JavaScript
5 155 (7.75%) PowerShell
6 109 (5.45%) C#
7 64 (3.20%) TypeScript
8 58 (2.90%) Bash Shell
9 46 (2.30%) T-SQL
10 42 (2.10%) R
11 40 (2.00%) PL/SQL
12 36 (1.80%) C
12 36 (1.80%) Scala
13 35 (1.75%) C++
14 30 (1.50%) PHP
15 29 (1.45%) Go
16 26 (1.30%) Ruby
17 22 (1.10%) VB
18 18 (0.90%) Apex Code
19 17 (0.85%) Perl
Qualifications
1 206 (10.29%) Degree
2 70 (3.50%) Security Cleared
3 51 (2.55%) Computer Science Degree
4 49 (2.45%) AWS Certification
5 47 (2.35%) SC Cleared
6 44 (2.20%) Cisco Certification
7 39 (1.95%) Microsoft Certification
8 33 (1.65%) PMI Certification
9 31 (1.55%) Oracle Certification
10 30 (1.50%) CCNP
10 30 (1.50%) Master's Degree
11 28 (1.40%) PMP
12 25 (1.25%) CCIE
13 21 (1.05%) OCP
14 18 (0.90%) CCNA
14 18 (0.90%) CISSP
15 17 (0.85%) BPSS Clearance
16 14 (0.70%) CISM
17 12 (0.60%) MCSA
18 11 (0.55%) ISEB
Quality Assurance & Compliance
1 116 (5.80%) QA
2 98 (4.90%) Data Quality
3 30 (1.50%) SLA
4 27 (1.35%) GDPR
5 13 (0.65%) PMO
6 10 (0.50%) IFRS
7 8 (0.40%) Solvency II
8 7 (0.35%) Accessibility
9 6 (0.30%) ISO/IEC 27001
9 6 (0.30%) PCI DSS
10 4 (0.20%) GxP
11 1 (0.050%) Cyber Essentials
11 1 (0.050%) Cyber Essentials PLUS
11 1 (0.050%) EMIR
11 1 (0.050%) JSP 440
11 1 (0.050%) MiFID
11 1 (0.050%) Sarbanes-Oxley
System Software
1 223 (11.14%) Docker
2 171 (8.55%) Active Directory
3 79 (3.95%) VMware Infrastructure
4 47 (2.35%) Hyper-V
5 43 (2.15%) Virtual Machines
6 31 (1.55%) vSphere
7 20 (1.00%) Varnish
8 19 (0.95%) Virtual Desktop
9 10 (0.50%) HDFS
10 9 (0.45%) VMware ESXi
11 5 (0.25%) vCloud
11 5 (0.25%) Veritas Cluster Server
12 4 (0.20%) Apache Flume
13 3 (0.15%) Microsoft App-V
14 2 (0.100%) Apache ZooKeeper
14 2 (0.100%) Postfix
15 1 (0.050%) BitLocker
15 1 (0.050%) DFS Replication
15 1 (0.050%) KVM
15 1 (0.050%) VMware NSX
Systems Management
1 264 (13.19%) Kubernetes
2 179 (8.95%) Terraform
3 96 (4.80%) Ansible
4 45 (2.25%) Nagios
5 34 (1.70%) Microsoft Intune
5 34 (1.70%) Puppet
6 32 (1.60%) Opscode Chef
7 30 (1.50%) SCCM
8 14 (0.70%) Istio
9 12 (0.60%) Active Directory Federation Services
10 11 (0.55%) Consul
10 11 (0.55%) NetBackup
10 11 (0.55%) SCOM
11 10 (0.50%) Failover Clustering
11 10 (0.50%) Grafana
12 9 (0.45%) Microsoft Clustering
12 9 (0.45%) Packer
12 9 (0.45%) Sysdig
13 8 (0.40%) Control-M
13 8 (0.40%) Oozie
Vendors
1 414 (20.69%) Microsoft
2 168 (8.40%) Google
3 146 (7.30%) Oracle
4 119 (5.95%) SAP
5 117 (5.85%) VMware
6 85 (4.25%) Salesforce.com
7 68 (3.40%) Cisco
8 54 (2.70%) Informatica
9 52 (2.60%) Databricks
10 40 (2.00%) IBM
11 32 (1.60%) SolarWinds
12 30 (1.50%) Red Hat
13 23 (1.15%) HP
14 20 (1.00%) Citrix
14 20 (1.00%) Dell
14 20 (1.00%) Nokia
14 20 (1.00%) Talend
15 19 (0.95%) Atlassian
15 19 (0.95%) Cognos
16 16 (0.80%) Apple