Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 18 January 2022

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 18 January 2022 with a comparison to the same period in the previous 2 years.

Migration
England > London
6 months to
18 Jan 2022		 Same period 2021 Same period 2020
Rank 71 66 66
Rank change year-on-year -5 0 +23
Permanent jobs citing Migration 2,183 1,045 2,204
As % of all permanent jobs advertised in London 4.32% 4.43% 4.33%
As % of the Processes & Methodologies category 4.51% 4.71% 4.61%
Number of salaries quoted 1,608 848 1,690
10th Percentile £46,250 £42,500 £43,750
25th Percentile £57,500 £55,000 £53,750
Median annual salary (50th Percentile) £75,000 £70,000 £70,000
Median % change year-on-year +7.14% - +12.00%
75th Percentile £95,000 £88,750 £86,250
90th Percentile £107,500 £114,125 £125,000
England median annual salary £65,000 £59,750 £60,250
% change year-on-year +8.79% -0.83% +0.42%

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 48,379 22,207 47,808
As % of all permanent IT jobs advertised in London 95.64% 94.09% 93.86%
Number of salaries quoted 32,359 18,733 38,773
10th Percentile £42,500 £42,500 £36,327
25th Percentile £53,750 £52,500 £48,500
Median annual salary (50th Percentile) £70,000 £70,000 £65,000
Median % change year-on-year - +7.69% +4.00%
75th Percentile £90,000 £85,000 £83,750
90th Percentile £110,000 £105,000 £100,000
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +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 18 January 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 18 January 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
Job
Vacancies
Central London +6 353 £75,000 - 109
West London -26 73 £72,500 +16.00% 26
South London +5 65 £77,500 +19.23% 3
East London -12 29 £48,000 -1.03% 20
North London -14 4 £55,000 +10.00% 3
Migration
England

For the 6 months to 18 January 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.

1 714 (32.71%) Azure
2 702 (32.16%) Agile Software Development
3 673 (30.83%) Finance
4 661 (30.28%) AWS
5 531 (24.32%) Data Migration
6 522 (23.91%) Social Skills
7 485 (22.22%) DevOps
8 474 (21.71%) Microsoft
9 421 (19.29%) SQL
10 332 (15.21%) Python
11 313 (14.34%) Project Management
12 312 (14.29%) Kubernetes
13 298 (13.65%) GCP
14 291 (13.33%) Microservices
15 289 (13.24%) Java
16 288 (13.19%) Analytics
17 273 (12.51%) Problem-Solving
18 269 (12.32%) Degree
19 262 (12.00%) Windows
20 249 (11.41%) Software Engineering
21 246 (11.27%) SQL Server
22 240 (10.99%) Analytical Skills
23 239 (10.95%) Project Delivery
23 239 (10.95%) JavaScript
24 233 (10.67%) Terraform
25 230 (10.54%) Docker
26 225 (10.31%) Mentoring
27 217 (9.94%) SaaS
27 217 (9.94%) Microsoft 365
28 213 (9.76%) Business Intelligence

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
1 108 (4.95%) SharePoint
2 54 (2.47%) Apache Spark
3 42 (1.92%) Confluence
4 30 (1.37%) MS Exchange
4 30 (1.37%) nginx
5 26 (1.19%) Apache Solr
6 25 (1.15%) IIS
7 23 (1.05%) CMS
8 20 (0.92%) Skype for Business
9 15 (0.69%) Elasticsearch
10 11 (0.50%) Apache
11 9 (0.41%) Documentum
11 9 (0.41%) SharePoint 2013
12 8 (0.37%) Apache Airflow
12 8 (0.37%) Drupal
12 8 (0.37%) SAS
13 7 (0.32%) Camunda
14 4 (0.18%) Appian
14 4 (0.18%) Blackberry Enterprise Server
14 4 (0.18%) WordPress
Applications
1 88 (4.03%) Microsoft Excel
2 52 (2.38%) Microsoft Office
3 33 (1.51%) MS Visio
4 25 (1.15%) Microsoft Project
5 14 (0.64%) Spreadsheet
6 7 (0.32%) Microsoft PowerPoint
7 3 (0.14%) InfoPath
8 2 (0.092%) Adobe Illustrator
8 2 (0.092%) Adobe XD
8 2 (0.092%) Photoshop
9 1 (0.046%) Adobe Captivate
9 1 (0.046%) SPSS
Business Applications
1 40 (1.83%) Dynamics CRM
2 17 (0.78%) NetSuite
2 17 (0.78%) SAP S/4HANA
3 16 (0.73%) Alphatax
3 16 (0.73%) Dynamics GP
4 14 (0.64%) Dynamics AX
5 13 (0.60%) SAP MDG
6 10 (0.46%) Oracle Payables
7 8 (0.37%) Oracle Receivables
8 7 (0.32%) Oracle EBS
8 7 (0.32%) SAP Business One
8 7 (0.32%) SAP R/3
9 6 (0.27%) Oracle Assets
9 6 (0.27%) Oracle ERP
10 5 (0.23%) SAP Hybris
10 5 (0.23%) SAP MM
10 5 (0.23%) SAP SD
10 5 (0.23%) Shopify
11 4 (0.18%) Oracle Applications
11 4 (0.18%) TrackWise
Cloud Services
1 714 (32.71%) Azure
2 661 (30.28%) AWS
3 298 (13.65%) GCP
4 217 (9.94%) Microsoft 365
4 217 (9.94%) SaaS
5 143 (6.55%) PaaS
6 142 (6.50%) Power Platform
7 130 (5.96%) IaaS
8 123 (5.63%) Serverless
9 114 (5.22%) Azure Active Directory
10 72 (3.30%) Dynamics 365
11 68 (3.11%) GitHub
12 66 (3.02%) Snowflake
13 60 (2.75%) Cloud Computing
14 51 (2.34%) Azure Data Factory
15 44 (2.02%) Amazon S3
16 42 (1.92%) OneDrive
17 40 (1.83%) AWS Lambda
18 32 (1.47%) PowerApps
19 30 (1.37%) Amazon EC2
Communications & Networking
1 169 (7.74%) Firewall
2 87 (3.99%) VPN
3 84 (3.85%) DNS
4 61 (2.79%) Broadband
5 54 (2.47%) DHCP
6 47 (2.15%) WAN
7 43 (1.97%) Network Security
8 41 (1.88%) MPLS
9 40 (1.83%) TCP/IP
10 37 (1.69%) BGP
10 37 (1.69%) LAN
11 36 (1.65%) IPv6
11 36 (1.65%) OSPF
12 28 (1.28%) Wireless
13 25 (1.15%) SSL
13 25 (1.15%) Wi-Fi
14 22 (1.01%) 2G
14 22 (1.01%) 3G
14 22 (1.01%) Multicast
14 22 (1.01%) MVNO
Database & Business Intelligence
1 246 (11.27%) SQL Server
2 183 (8.38%) Data Warehouse
3 162 (7.42%) Big Data
4 126 (5.77%) Power BI
5 92 (4.21%) SQL Server Integration Services
6 91 (4.17%) PostgreSQL
7 74 (3.39%) Relational Database
8 61 (2.79%) Metadata
8 61 (2.79%) NoSQL
9 59 (2.70%) SQL Server Reporting Services
10 57 (2.61%) MySQL
11 53 (2.43%) BigQuery
12 49 (2.24%) Hadoop
12 49 (2.24%) SQL Server Analysis Services
12 49 (2.24%) Tableau
13 47 (2.15%) Data Lake
14 37 (1.69%) MongoDB
15 36 (1.65%) Crystal Reports
16 35 (1.60%) Azure SQL Database
17 34 (1.56%) Amazon Redshift
Development Applications
1 115 (5.27%) Jenkins
2 90 (4.12%) JIRA
3 85 (3.89%) Git (software)
4 53 (2.43%) GitLab
5 37 (1.69%) TeamCity
6 27 (1.24%) Atlassian Bamboo
7 23 (1.05%) SQL Server Management Studio (SSMS)
8 21 (0.96%) JUnit
9 18 (0.82%) Maven
10 13 (0.60%) Eclipse
10 13 (0.60%) Selenium
10 13 (0.60%) SoapUI
10 13 (0.60%) Subversion
11 12 (0.55%) Cucumber
11 12 (0.55%) Mockito
12 11 (0.50%) Team Foundation Server
13 10 (0.46%) Postman
14 9 (0.41%) Visual Studio
14 9 (0.41%) Visual Studio Team System
15 8 (0.37%) IntelliJ
General
1 673 (30.83%) Finance
2 522 (23.91%) Social Skills
3 240 (10.99%) Analytical Skills
4 155 (7.10%) Marketing
5 139 (6.37%) Banking
6 121 (5.54%) Retail
7 76 (3.48%) Presentation Skills
8 75 (3.44%) Front Office
9 58 (2.66%) Inclusion and Diversity
10 54 (2.47%) Law
10 54 (2.47%) Public Sector
11 38 (1.74%) Pharmaceutical
11 38 (1.74%) Telecoms
12 35 (1.60%) Documentation Skills
13 33 (1.51%) Investment Banking
13 33 (1.51%) Legal
14 31 (1.42%) Publishing
15 28 (1.28%) Influencing Skills
16 25 (1.15%) Advertising
16 25 (1.15%) Games
Job Titles
1 465 (21.30%) Architect
2 312 (14.29%) Developer
3 221 (10.12%) Consultant
4 191 (8.75%) Analyst
5 167 (7.65%) Cloud Architect
6 142 (6.50%) Project Manager
6 142 (6.50%) Solutions Architect
7 127 (5.82%) Cloud Engineer
8 100 (4.58%) Software Engineer
9 94 (4.31%) AWS Developer
9 94 (4.31%) AWS Engineer
9 94 (4.31%) Data Engineer
10 92 (4.21%) DevOps Engineer
11 83 (3.80%) Data Architect
12 78 (3.57%) Senior Manager
13 75 (3.44%) Senior Developer
14 71 (3.25%) Business Analyst
15 68 (3.11%) Azure Engineer
16 66 (3.02%) .NET Developer
17 63 (2.89%) Azure Architect
Libraries, Frameworks & Software Standards
1 210 (9.62%) .NET
2 163 (7.47%) React
3 111 (5.08%) AngularJS
4 102 (4.67%) Vue.js
5 82 (3.76%) ASP.NET
5 82 (3.76%) Spring
6 76 (3.48%) .NET Core
6 76 (3.48%) Kafka
7 75 (3.44%) REST
8 71 (3.25%) SOAP
9 69 (3.16%) Node.js
10 66 (3.02%) Web Services
11 63 (2.89%) ASP.NET Web API
12 60 (2.75%) HTML
13 56 (2.57%) CSS
14 55 (2.52%) Spring Boot
15 41 (1.88%) .NET Framework
15 41 (1.88%) ASP.NET Core
16 38 (1.74%) JSON
17 36 (1.65%) jQuery
Miscellaneous
1 155 (7.10%) Data Centre
2 149 (6.83%) Public Cloud
3 134 (6.14%) Cloud Native
4 101 (4.63%) Management Information System
5 88 (4.03%) Greenfield Project
5 88 (4.03%) User Experience
6 87 (3.99%) Enterprise Software
7 70 (3.21%) Equities
7 70 (3.21%) Hedge funds
8 69 (3.16%) Self-Motivation
9 67 (3.07%) Hybrid Cloud
10 66 (3.02%) Foreign Exchange (FX)
11 59 (2.70%) Fixed Income
12 53 (2.43%) Derivative
13 44 (2.02%) Data Structures
14 42 (1.92%) Social Media
15 35 (1.60%) Private Cloud
16 34 (1.56%) Replication
17 29 (1.33%) Legacy Systems
17 29 (1.33%) Life Science
Operating Systems
1 262 (12.00%) Windows
2 138 (6.32%) Linux
3 117 (5.36%) Windows Server
4 56 (2.57%) Windows 10
5 55 (2.52%) Unix
6 45 (2.06%) Windows Server 2016
7 44 (2.02%) Windows Server 2012
8 30 (1.37%) Windows Server 2008
9 21 (0.96%) Windows Server 2019
10 11 (0.50%) Android
10 11 (0.50%) CentOS
10 11 (0.50%) Debian
11 10 (0.46%) Apple iOS
11 10 (0.46%) Ubuntu
12 8 (0.37%) VMS
13 7 (0.32%) Red Hat Enterprise Linux
14 6 (0.27%) Solaris
15 5 (0.23%) Mac OS X
15 5 (0.23%) SUSE
16 3 (0.14%) Fedora
Processes & Methodologies
1 702 (32.16%) Agile Software Development
2 531 (24.32%) Data Migration
3 485 (22.22%) DevOps
4 313 (14.34%) Project Management
5 291 (13.33%) Microservices
6 288 (13.19%) Analytics
7 273 (12.51%) Problem-Solving
8 249 (11.41%) Software Engineering
9 239 (10.95%) Project Delivery
10 225 (10.31%) Mentoring
11 213 (9.76%) Business Intelligence
12 203 (9.30%) ETL
13 190 (8.70%) Data Management
14 183 (8.38%) Data Modelling
15 182 (8.34%) Computer Science
16 176 (8.06%) Stakeholder Management
17 157 (7.19%) Presales
18 148 (6.78%) Scrum
19 134 (6.14%) Thought Leadership
20 128 (5.86%) Continuous Integration
Programming Languages
1 421 (19.29%) SQL
2 332 (15.21%) Python
3 289 (13.24%) Java
4 239 (10.95%) JavaScript
5 194 (8.89%) C#
6 165 (7.56%) PowerShell
7 102 (4.67%) TypeScript
8 67 (3.07%) T-SQL
9 53 (2.43%) Go
10 42 (1.92%) Bash
11 39 (1.79%) R
12 36 (1.65%) Kotlin
13 29 (1.33%) Apex Code
13 29 (1.33%) PHP
14 27 (1.24%) VBA
15 25 (1.15%) C
15 25 (1.15%) PL/SQL
15 25 (1.15%) Scala
16 23 (1.05%) VB
17 17 (0.78%) Perl
Qualifications
1 269 (12.32%) Degree
2 86 (3.94%) Computer Science Degree
3 73 (3.34%) Security Cleared
4 57 (2.61%) SC Cleared
5 39 (1.79%) Microsoft Certification
6 35 (1.60%) Cisco Certification
7 31 (1.42%) AWS Certification
8 29 (1.33%) CCNP
9 26 (1.19%) PMP
10 23 (1.05%) CCIE
11 18 (0.82%) Master's Degree
12 16 (0.73%) PMI Certification
13 13 (0.60%) DV Cleared
14 11 (0.50%) MCSA
14 11 (0.50%) Oracle Certification
15 10 (0.46%) OCP
16 9 (0.41%) CISSP
16 9 (0.41%) MCSE
16 9 (0.41%) PRINCE2 Certification
17 8 (0.37%) MCSD
Quality Assurance & Compliance
1 136 (6.23%) QA
2 120 (5.50%) Data Quality
3 33 (1.51%) SLA
4 23 (1.05%) GDPR
5 20 (0.92%) ISO/IEC 27001
6 15 (0.69%) NIST
6 15 (0.69%) PMO
7 5 (0.23%) EMIR
7 5 (0.23%) MiFID
8 4 (0.18%) Cyber Essentials
8 4 (0.18%) GxP
9 3 (0.14%) Accessibility
10 2 (0.092%) Cyber Essentials PLUS
10 2 (0.092%) IFRS
10 2 (0.092%) NCSC
10 2 (0.092%) PCI DSS
11 1 (0.046%) HIPAA
11 1 (0.046%) ISO 20022
11 1 (0.046%) JSP 440
11 1 (0.046%) Sarbanes-Oxley
System Software
1 230 (10.54%) Docker
2 193 (8.84%) Active Directory
3 82 (3.76%) VMware Infrastructure
4 39 (1.79%) Hyper-V
5 35 (1.60%) Virtual Machines
6 23 (1.05%) Varnish
7 21 (0.96%) vSphere
8 18 (0.82%) Virtual Desktop
9 15 (0.69%) VMware ESXi
10 7 (0.32%) HDFS
11 6 (0.27%) Terminal Services
12 5 (0.23%) KVM
12 5 (0.23%) VMware Server
13 4 (0.18%) Apache Flume
13 4 (0.18%) Oracle RAC
13 4 (0.18%) Veritas Cluster Server
13 4 (0.18%) VMware NSX
14 3 (0.14%) Firmware
14 3 (0.14%) Microsoft App-V
14 3 (0.14%) VirtualBox
Systems Management
1 312 (14.29%) Kubernetes
2 233 (10.67%) Terraform
3 127 (5.82%) Ansible
4 38 (1.74%) Puppet
4 38 (1.74%) SCCM
5 37 (1.69%) Microsoft Intune
5 37 (1.69%) Nagios
6 33 (1.51%) Opscode Chef
7 22 (1.01%) Active Directory Federation Services
8 20 (0.92%) Single Sign-On
9 12 (0.55%) Failover Clustering
9 12 (0.55%) Istio
10 11 (0.50%) SCOM
11 10 (0.46%) FortiGate
11 10 (0.46%) NetBackup
12 8 (0.37%) Grafana
12 8 (0.37%) Microsoft Clustering
12 8 (0.37%) Packer
12 8 (0.37%) ZABBIX
13 7 (0.32%) Control-M
Vendors
1 474 (21.71%) Microsoft
2 188 (8.61%) Google
3 161 (7.38%) Oracle
4 123 (5.63%) VMware
5 111 (5.08%) SAP
6 93 (4.26%) Salesforce.com
7 77 (3.53%) Cisco
8 65 (2.98%) Informatica
9 46 (2.11%) IBM
10 44 (2.02%) Databricks
11 35 (1.60%) Red Hat
12 33 (1.51%) SolarWinds
13 31 (1.42%) Citrix
14 29 (1.33%) Talend
15 26 (1.19%) Spotify
16 25 (1.15%) Cognizant
17 24 (1.10%) Apple
18 23 (1.05%) Alibaba
19 21 (0.96%) MuleSoft
20 20 (0.92%) Nokia