Period
to 29 September 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 29 September 2020 with a comparison to the same period in the previous 2 years.

Migration
England > London
6 months to
29 Sep 2020
Same period 2019 Same period 2018
Rank 65 75 106
Rank change year-on-year +10 +31 +15
Permanent jobs citing Migration 884 2,236 2,137
As % of all permanent jobs advertised in London 4.45% 4.07% 3.14%
As % of the Processes & Methodologies category 4.77% 4.37% 3.39%
Number of salaries quoted 779 1,762 1,719
Median annual salary £70,000 £65,000 £65,000
Median salary % change year-on-year +7.69% - +0.78%
10th Percentile £46,250 £40,000 £40,000
90th Percentile £142,500 £97,500 £91,250
England median annual salary £62,500 £57,500 £55,000
% change year-on-year +8.70% +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 18,524 51,155 63,061
As % of all permanent IT jobs advertised in London 93.29% 93.16% 92.70%
Number of salaries quoted 15,284 41,169 50,576
Median annual salary £70,000 £65,000 £62,500
Median salary % change year-on-year +7.69% +4.00% +4.17%
10th Percentile £42,500 £36,250 £35,000
90th Percentile £109,350 £98,750 £95,000
England median annual salary £57,500 £52,500 £51,000
% change year-on-year +9.52% +2.94% +2.00%

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 29 September 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 29 September 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 +10 180 £65,000 -7.14% 47
West London +6 27 £55,000 +4.76% 16
South London +26 22 £67,213 +23.89% 4
East London -6 5 £48,750 -15.22% 4
North London +26 4 £52,500 -14.29% 2
Migration
England

For the 6 months to 29 September 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.

1 341 (38.57%) Azure
2 339 (38.35%) Finance
3 336 (38.01%) Agile Software Development
4 329 (37.22%) AWS
5 252 (28.51%) Microsoft
6 224 (25.34%) SQL
7 205 (23.19%) Python
8 170 (19.23%) Asset Management
9 168 (19.00%) Hedge funds
10 157 (17.76%) Web Services
11 156 (17.65%) Java
12 154 (17.42%) Derivative
12 154 (17.42%) Fixed Income
12 154 (17.42%) Investment Management
13 148 (16.74%) JavaScript
14 147 (16.63%) .NET
14 147 (16.63%) Data Migration
15 141 (15.95%) DevOps
16 139 (15.72%) Scrum
17 138 (15.61%) C#
17 138 (15.61%) GCP
18 137 (15.50%) Office 365
19 136 (15.38%) Windows
20 118 (13.35%) Front Office
21 109 (12.33%) Microservices
22 106 (11.99%) Analytics
23 104 (11.76%) PowerShell
24 103 (11.65%) VMware
24 103 (11.65%) SQL Server
25 102 (11.54%) AngularJS

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 76 (8.60%) SharePoint
2 43 (4.86%) MS Exchange
3 26 (2.94%) IIS
4 23 (2.60%) CMS
5 20 (2.26%) Exchange Server 2010
6 19 (2.15%) SharePoint 2010
7 15 (1.70%) Skype for Business
8 12 (1.36%) SharePoint 2013
9 10 (1.13%) Confluence
10 8 (0.90%) Exchange Server 2013
11 7 (0.79%) Apache Spark
11 7 (0.79%) Elasticsearch
11 7 (0.79%) SAS
12 6 (0.68%) Umbraco
13 5 (0.57%) SharePoint Server
14 4 (0.45%) Adobe Experience Manager
14 4 (0.45%) Apache
14 4 (0.45%) WebSphere
15 3 (0.34%) IBM Notes
15 3 (0.34%) WebLogic
Applications
1 43 (4.86%) Microsoft Excel
2 21 (2.38%) Microsoft Office
3 7 (0.79%) MS Visio
4 5 (0.57%) Microsoft Project
5 3 (0.34%) Adobe Premiere
6 1 (0.11%) Microsoft PowerPoint
Business Applications
1 28 (3.17%) Dynamics CRM
2 19 (2.15%) FINCAD Analytics
3 11 (1.24%) Oracle ERP
4 9 (1.02%) Oracle Payables
4 9 (1.02%) Oracle Receivables
5 7 (0.79%) Oracle Applications
5 7 (0.79%) Oracle EBS
6 3 (0.34%) Oracle CRM On Demand
7 2 (0.23%) Endur
7 2 (0.23%) Oracle BPM
7 2 (0.23%) Oracle General Ledger
7 2 (0.23%) Quorum
8 1 (0.11%) FLEXCUBE
8 1 (0.11%) Maximo
8 1 (0.11%) PeopleSoft HCM
8 1 (0.11%) SAP CO
8 1 (0.11%) SAP PM
8 1 (0.11%) SAP PP
8 1 (0.11%) SAP S/4HANA
Cloud Services
1 341 (38.57%) Azure
2 329 (37.22%) AWS
3 138 (15.61%) GCP
4 137 (15.50%) Office 365
5 46 (5.20%) SaaS
6 45 (5.09%) Power Platform
7 43 (4.86%) Azure Active Directory
8 41 (4.64%) PaaS
9 35 (3.96%) IaaS
10 27 (3.05%) Serverless
11 25 (2.83%) Dynamics 365
12 20 (2.26%) OpenShift
13 19 (2.15%) Azure Data Factory
14 16 (1.81%) PowerApps
15 14 (1.58%) Amazon EC2
16 12 (1.36%) Amazon SQS
17 11 (1.24%) Amazon CloudWatch
17 11 (1.24%) AWS CloudFormation
17 11 (1.24%) OneDrive
18 10 (1.13%) AWS Lambda
Communications & Networking
1 47 (5.32%) Firewall
2 37 (4.19%) DNS
3 34 (3.85%) WAN
4 33 (3.73%) SAN
5 25 (2.83%) LAN
6 22 (2.49%) Skype
7 19 (2.15%) DHCP
7 19 (2.15%) Network Security
8 15 (1.70%) VoIP
9 14 (1.58%) H.323
9 14 (1.58%) VPN
10 12 (1.36%) VSAN
11 11 (1.24%) Internet
11 11 (1.24%) MPLS
11 11 (1.24%) NetScaler
12 10 (1.13%) BGP
12 10 (1.13%) OSPF
13 9 (1.02%) ISDN
13 9 (1.02%) QSIG
13 9 (1.02%) WebEx
Database & Business Intelligence
1 103 (11.65%) SQL Server
2 51 (5.77%) Data Warehouse
3 44 (4.98%) NoSQL
4 39 (4.41%) Power BI
5 38 (4.30%) PostgreSQL
6 31 (3.51%) Amazon DynamoDB
7 28 (3.17%) Big Data
8 27 (3.05%) SQL Server Reporting Services
9 26 (2.94%) MySQL
9 26 (2.94%) SQL Server Integration Services
10 20 (2.26%) Data Lake
11 19 (2.15%) Amazon Athena
12 18 (2.04%) Azure SQL Database
13 17 (1.92%) Relational Database
14 16 (1.81%) Amazon RDS
15 14 (1.58%) MongoDB
15 14 (1.58%) RDBMS
15 14 (1.58%) Snowflake Schema
16 11 (1.24%) Oracle Reports
16 11 (1.24%) SQL Server 2014
Development Applications
1 62 (7.01%) Jenkins
2 40 (4.52%) Git (software)
3 26 (2.94%) JIRA
4 22 (2.49%) Selenium
5 18 (2.04%) Artifactory
6 15 (1.70%) GitLab
6 15 (1.70%) Octopus Deploy
7 14 (1.58%) Bitbucket
7 14 (1.58%) Maven
8 13 (1.47%) JUnit
8 13 (1.47%) TeamCity
9 11 (1.24%) Visual Studio
10 10 (1.13%) Atlassian Bamboo
10 10 (1.13%) jMock
10 10 (1.13%) Team Foundation Server
11 9 (1.02%) Cucumber
11 9 (1.02%) Cypress.io
12 7 (0.79%) DbUnit
12 7 (0.79%) Mockito
12 7 (0.79%) PowerDesigner
General
1 339 (38.35%) Finance
2 118 (13.35%) Front Office
3 79 (8.94%) Banking
4 46 (5.20%) Law
5 26 (2.94%) Public Sector
6 16 (1.81%) Retail
6 16 (1.81%) Telecoms
7 15 (1.70%) Publishing
8 14 (1.58%) Marketing
9 11 (1.24%) Legal
10 10 (1.13%) Financial Institution
11 9 (1.02%) Back Office
11 9 (1.02%) Retail Banking
12 8 (0.90%) Manufacturing
12 8 (0.90%) Pharmaceutical
13 5 (0.57%) Advertising
14 4 (0.45%) Police
15 3 (0.34%) Investment Banking
15 3 (0.34%) Local Government
16 2 (0.23%) Games
Job Titles
1 167 (18.89%) Architect
2 127 (14.37%) Developer
3 99 (11.20%) Consultant
4 85 (9.62%) AWS Engineer
5 82 (9.28%) Analyst
6 61 (6.90%) Finance Manager
7 57 (6.45%) DevOps Engineer
8 56 (6.33%) AWS Architect
9 46 (5.20%) Software Engineer
10 45 (5.09%) .NET Software Engineer
11 43 (4.86%) AWS Software Engineer
12 40 (4.52%) .NET Architect
13 38 (4.30%) Infrastructure Engineer
14 32 (3.62%) Development Manager
14 32 (3.62%) Lead Developer
15 31 (3.51%) Business Analyst
16 30 (3.39%) Data Architect
17 26 (2.94%) Cloud Architect
17 26 (2.94%) Head of Finance
18 25 (2.83%) Technical Leader
Libraries, Frameworks & Software Standards
1 157 (17.76%) Web Services
2 147 (16.63%) .NET
3 102 (11.54%) AngularJS
4 78 (8.82%) React
5 60 (6.79%) ASP.NET
6 57 (6.45%) .NET Core
7 50 (5.66%) ASP.NET Core
8 49 (5.54%) Vue.js
9 38 (4.30%) Node.js
10 37 (4.19%) CSS
11 35 (3.96%) HTML
12 34 (3.85%) REST
13 29 (3.28%) RESTful
14 24 (2.71%) Middleware
14 24 (2.71%) SOAP
14 24 (2.71%) Spring
15 23 (2.60%) J2EE
16 21 (2.38%) ASP.NET Web API
17 20 (2.26%) Kafka
18 18 (2.04%) XML
Miscellaneous
1 168 (19.00%) Hedge funds
2 154 (17.42%) Derivative
2 154 (17.42%) Fixed Income
3 97 (10.97%) Data Centre
4 94 (10.63%) Greenfield Project
5 71 (8.03%) Foreign Exchange (FX)
6 65 (7.35%) Equities
7 45 (5.09%) Public Cloud
8 39 (4.41%) Credit Derivative
9 38 (4.30%) Analytical Skills
10 32 (3.62%) Cloud Native
11 28 (3.17%) OTC Derivatives
12 18 (2.04%) Blog
12 18 (2.04%) Equity Derivative
12 18 (2.04%) Hybrid Cloud
13 16 (1.81%) User Experience
14 14 (1.58%) Management Information System
15 13 (1.47%) Enterprise Software
16 11 (1.24%) Clustering
17 9 (1.02%) IVR
Operating Systems
1 136 (15.38%) Windows
2 82 (9.28%) Windows Server
3 57 (6.45%) Linux
4 46 (5.20%) Windows 10
5 29 (3.28%) Windows Server 2016
6 19 (2.15%) Windows Server 2012
7 15 (1.70%) Windows Server 2019
8 10 (1.13%) Windows Server 2008
9 8 (0.90%) Ubuntu
9 8 (0.90%) Unix
10 5 (0.57%) Red Hat Enterprise Linux
11 4 (0.45%) Windows 7
12 3 (0.34%) Apple iOS
12 3 (0.34%) Mac OS
13 2 (0.23%) AIX
13 2 (0.23%) CentOS
14 1 (0.11%) Debian
14 1 (0.11%) Solaris
14 1 (0.11%) VMS
14 1 (0.11%) Windows 8
Processes & Methodologies
1 336 (38.01%) Agile Software Development
2 170 (19.23%) Asset Management
3 154 (17.42%) Investment Management
4 147 (16.63%) Data Migration
5 141 (15.95%) DevOps
6 139 (15.72%) Scrum
7 109 (12.33%) Microservices
8 106 (11.99%) Analytics
9 96 (10.86%) Software Engineering
10 93 (10.52%) Fintech
11 81 (9.16%) Performance Management
12 77 (8.71%) Business Intelligence
13 73 (8.26%) Presales
14 68 (7.69%) Problem-Solving
15 62 (7.01%) Project Delivery
16 60 (6.79%) Business Analysis
17 56 (6.33%) CRM
18 55 (6.22%) Test Automation
19 52 (5.88%) Mentoring
20 51 (5.77%) Stakeholder Management
Programming Languages
1 224 (25.34%) SQL
2 205 (23.19%) Python
3 156 (17.65%) Java
4 148 (16.74%) JavaScript
5 138 (15.61%) C#
6 104 (11.76%) PowerShell
7 92 (10.41%) R
8 56 (6.33%) C
9 46 (5.20%) C++
10 30 (3.39%) VBA
11 29 (3.28%) MATLAB
12 27 (3.05%) T-SQL
13 23 (2.60%) Kotlin
14 19 (2.15%) Bash Shell
15 13 (1.47%) PL/SQL
16 12 (1.36%) Ruby
17 11 (1.24%) Go
18 10 (1.13%) Scala
18 10 (1.13%) TypeScript
19 9 (1.02%) Apex Code
Qualifications
1 76 (8.60%) Degree
2 46 (5.20%) Security Cleared
3 40 (4.52%) SC Cleared
4 39 (4.41%) Computer Science Degree
5 33 (3.73%) Microsoft Certification
6 23 (2.60%) AWS Certification
7 19 (2.15%) Cisco Certification
8 15 (1.70%) MCSE
9 14 (1.58%) CCNP
10 13 (1.47%) Master's Degree
11 12 (1.36%) MCSA
11 12 (1.36%) Oracle Certification
12 9 (1.02%) CCNA
13 8 (0.90%) DV Cleared
14 5 (0.57%) MCP
14 5 (0.57%) MCT
15 4 (0.45%) CCA
15 4 (0.45%) PMP
16 3 (0.34%) ISEB
17 2 (0.23%) PMI Certification
Quality Assurance & Compliance
1 39 (4.41%) QA
2 21 (2.38%) Data Quality
3 12 (1.36%) ISO/IEC 27001
4 9 (1.02%) MiFID
5 7 (0.79%) EMIR
5 7 (0.79%) GDPR
6 5 (0.57%) Cyber Essentials
6 5 (0.57%) ISO 20022
7 3 (0.34%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
7 3 (0.34%) SEPA
8 2 (0.23%) PMO
8 2 (0.23%) SLA
9 1 (0.11%) COBIT
9 1 (0.11%) CRD IV
9 1 (0.11%) Dodd-Frank
9 1 (0.11%) GAAP
9 1 (0.11%) IFRS
9 1 (0.11%) ISO 14001
9 1 (0.11%) ITGC
9 1 (0.11%) NCSC
System Software
1 96 (10.86%) Active Directory
2 77 (8.71%) Docker
3 49 (5.54%) VMware Infrastructure
4 45 (5.09%) vSphere
5 38 (4.30%) Hyper-V
6 13 (1.47%) VMware NSX
7 12 (1.36%) XenApp
8 11 (1.24%) vCloud
9 9 (1.02%) VMware ESXi
9 9 (1.02%) XenDesktop
10 8 (0.90%) Virtual Desktop
11 7 (0.79%) Postfix
12 6 (0.68%) Virtual Machines
13 5 (0.57%) Citrix Presentation Server
13 5 (0.57%) DFS Replication
13 5 (0.57%) MetaFrame
14 3 (0.34%) BitLocker
14 3 (0.34%) Microsoft App-V
15 2 (0.23%) Citrix Hypervisor
16 1 (0.11%) Oracle RAC
Systems Management
1 97 (10.97%) Terraform
2 69 (7.81%) Kubernetes
3 53 (6.00%) Ansible
4 39 (4.41%) SCCM
5 38 (4.30%) Puppet
6 22 (2.49%) Microsoft Intune
7 20 (2.26%) Microsoft Clustering
8 18 (2.04%) Opscode Chef
9 17 (1.92%) vCenter Server
10 16 (1.81%) vRealize
11 15 (1.70%) PowerCLI
11 15 (1.70%) SCOM
12 12 (1.36%) Cisco CUCM
13 10 (1.13%) NetBackup
14 6 (0.68%) Cisco UCCX
15 4 (0.45%) Mesos
16 3 (0.34%) Consul
16 3 (0.34%) Failover Clustering
16 3 (0.34%) HP Quality Center
16 3 (0.34%) Salt
Vendors
1 252 (28.51%) Microsoft
2 103 (11.65%) VMware
3 89 (10.07%) Oracle
4 85 (9.62%) Google
5 52 (5.88%) Bloomberg
6 38 (4.30%) Citrix
7 35 (3.96%) Cisco
8 33 (3.73%) EMC
8 33 (3.73%) Salesforce.com
9 19 (2.15%) Dell
10 16 (1.81%) Isilon
11 15 (1.70%) Brocade
12 14 (1.58%) IBM
12 14 (1.58%) ServiceNow
13 12 (1.36%) Tableau
14 10 (1.13%) Fortinet
14 10 (1.13%) Hitachi
14 10 (1.13%) Pega
15 9 (1.02%) Genesys
15 9 (1.02%) Palo Alto