Period
to 5 December 2019

The following table provides summary statistics for permanent job vacancies advertised in the City of 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 5 December 2019 with a comparison to the same period in the previous 2 years.

Migration
Central London > City of London
6 months to
5 Dec 2019
Same period 2018 Same period 2017
Rank 90 88 114
Rank change year-on-year -2 +26 +6
Permanent jobs citing Migration 333 406 273
As % of all permanent IT jobs advertised in the City of London 3.35% 3.62% 2.67%
As % of the Processes & Methodologies category 3.58% 3.91% 2.86%
Number of salaries quoted 286 348 227
City of London median annual salary £68,750 £65,000 £68,500
Median salary % change year-on-year +5.77% -5.11% +24.55%
10th Percentile £41,875 £38,750 £43,750
90th Percentile £91,250 £90,000 £109,500
Central London median annual salary £67,500 £64,000 £62,500
% change year-on-year +5.47% +2.40% +13.64%

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 the City of London with a requirement for process or methodology skills.

All Process and Methodology Skills
City of London
Permanent vacancies with a requirement for process or methodology skills 9,300 10,393 9,548
As % of all permanent IT jobs advertised in the City of London 93.60% 92.56% 93.30%
Number of salaries quoted 8,029 9,273 8,641
City of London median annual salary £67,500 £65,000 £60,000
Median salary % change year-on-year +3.85% +8.33% +1.69%
10th Percentile £37,950 £36,250 £36,250
90th Percentile £97,500 £95,000 £95,000
Central London median annual salary £65,000 £65,000 £60,000
% change year-on-year - +8.33% +4.35%

Migration
Job Vacancy Trend in the City of London

Job postings citing Migration as a percentage of all IT jobs advertised in the City of London.

Job vacancy trend for Migration in the City of London

Migration
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Migration in the City of London.

Salary trend for Migration in the City of London

Migration
Salary Histogram in the City of London

The salary distribution of IT jobs citing Migration in the City of London over the 6 months to 5 December 2019.

Salary histogram for Migration in the City of London

Migration
Job Locations in the City of London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Migration within the City of London region over the 6 months to 5 December 2019. 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
London Bridge -6 7 £75,000 +17.65%
Moorgate - 3 £75,000 -
Migration
Central London

For the 6 months to 5 December 2019, 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 City of London region with a requirement for Migration.

1 92 (27.63%) Azure
2 88 (26.43%) AWS
3 83 (24.92%) SQL
4 80 (24.02%) Windows
5 76 (22.82%) Agile Software Development
6 74 (22.22%) Microsoft
7 67 (20.12%) DevOps
8 64 (19.22%) Finance
8 64 (19.22%) Data Migration
9 53 (15.92%) SQL Server
10 49 (14.71%) PowerShell
10 49 (14.71%) Office 365
11 45 (13.51%) Active Directory
12 39 (11.71%) .NET
13 37 (11.11%) Microservices
13 37 (11.11%) Terraform
14 36 (10.81%) Windows Server
14 36 (10.81%) Docker
14 36 (10.81%) Degree
15 35 (10.51%) Python
15 35 (10.51%) Problem-Solving
16 34 (10.21%) Java
17 33 (9.91%) ITIL
18 31 (9.31%) Project Management
19 30 (9.01%) Kubernetes
20 29 (8.71%) Data Warehouse
21 27 (8.11%) C#
22 26 (7.81%) SharePoint
22 26 (7.81%) GCP
23 25 (7.51%) Analytical Skills

Migration
Co-occurring IT Skills in the City of 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 26 (7.81%) SharePoint
2 19 (5.71%) MS Exchange
3 12 (3.60%) CMS
4 9 (2.70%) Skype for Business
5 6 (1.80%) Apache Spark
5 6 (1.80%) Confluence
5 6 (1.80%) SAS
6 5 (1.50%) Apache
6 5 (1.50%) IIS
7 4 (1.20%) SharePoint 2013
8 3 (0.90%) Exchange Server 2013
8 3 (0.90%) nginx
8 3 (0.90%) SharePoint 2010
9 2 (0.60%) WordPress
10 1 (0.30%) Apache Solr
10 1 (0.30%) ColdFusion
10 1 (0.30%) Drupal
10 1 (0.30%) Exchange Server 2010
10 1 (0.30%) MTS
10 1 (0.30%) Tomcat
Applications
1 24 (7.21%) Microsoft Office
2 9 (2.70%) Microsoft Excel
3 7 (2.10%) MS Visio
4 4 (1.20%) Microsoft Project
Business Applications
1 5 (1.50%) Dynamics CRM
2 3 (0.90%) SAP MDG
3 2 (0.60%) Dynamics NAV
3 2 (0.60%) Magento
4 1 (0.30%) Dynamics AX
4 1 (0.30%) NetSuite
4 1 (0.30%) Oracle EBS
4 1 (0.30%) Oracle ERP
4 1 (0.30%) Oracle Financials
4 1 (0.30%) Shopify
Cloud Services
1 92 (27.63%) Azure
2 88 (26.43%) AWS
3 49 (14.71%) Office 365
4 26 (7.81%) GCP
5 13 (3.90%) Azure Active Directory
5 13 (3.90%) IaaS
6 12 (3.60%) Power Platform
7 10 (3.00%) SaaS
8 9 (2.70%) PaaS
9 8 (2.40%) Virtual Private Cloud
10 6 (1.80%) AWS CloudFormation
11 4 (1.20%) Azure Data Factory
11 4 (1.20%) Cloud Computing
11 4 (1.20%) Data Lake Analytics
12 3 (0.90%) Amazon Kinesis
12 3 (0.90%) Dynamics 365
12 3 (0.90%) PowerApps
12 3 (0.90%) Serverless
13 2 (0.60%) Microsoft Flow
13 2 (0.60%) ShareGate
Communications & Networking
1 18 (5.41%) Firewall
2 15 (4.50%) DNS
3 12 (3.60%) SAN
4 11 (3.30%) TCP/IP
5 9 (2.70%) Skype
6 8 (2.40%) BGP
6 8 (2.40%) Intranet
6 8 (2.40%) NAS
6 8 (2.40%) Remote Desktop
7 5 (1.50%) DHCP
7 5 (1.50%) Network Security
8 4 (1.20%) Internet
8 4 (1.20%) VPN
8 4 (1.20%) WAN
8 4 (1.20%) Wireless
9 3 (0.90%) LAN
10 2 (0.60%) SSL
10 2 (0.60%) VoIP
10 2 (0.60%) WLAN
11 1 (0.30%) FTP
Database & Business Intelligence
1 53 (15.92%) SQL Server
2 29 (8.71%) Data Warehouse
3 22 (6.61%) Big Data
4 16 (4.80%) SQL Server Integration Services
5 13 (3.90%) SQL Server 2012
6 12 (3.60%) SQL Server 2016
6 12 (3.60%) SQL Server Analysis Services
7 10 (3.00%) Power BI
7 10 (3.00%) SQL Server Reporting Services
8 9 (2.70%) Azure SQL Database
8 9 (2.70%) Data Lake
8 9 (2.70%) SQL Server 2008
9 8 (2.40%) SQL Server 2014
10 7 (2.10%) DB2
11 5 (1.50%) MySQL
11 5 (1.50%) Oracle Database
12 4 (1.20%) Azure SQL Data Warehouse
12 4 (1.20%) Relational Database
12 4 (1.20%) SQL Server 2017
13 3 (0.90%) SSDT
Development Applications
1 13 (3.90%) Git (software)
1 13 (3.90%) Jenkins
2 11 (3.30%) JIRA
3 9 (2.70%) Atlassian Bamboo
4 7 (2.10%) Octopus Deploy
4 7 (2.10%) Visual Studio
5 6 (1.80%) Subversion
6 5 (1.50%) TeamCity
7 4 (1.20%) Selenium
8 3 (0.90%) Bitbucket
8 3 (0.90%) GitLab
8 3 (0.90%) Oracle APEX
9 2 (0.60%) Ant
9 2 (0.60%) CircleCI
9 2 (0.60%) Cucumber
9 2 (0.60%) Eclipse
9 2 (0.60%) FitNesse
9 2 (0.60%) Jasmine
9 2 (0.60%) SQL Server Management Studio (SSMS)
9 2 (0.60%) Visual Studio Team System
General
1 64 (19.22%) Finance
2 15 (4.50%) Retail
3 14 (4.20%) Telecoms
4 13 (3.90%) Banking
5 12 (3.60%) Front Office
6 11 (3.30%) Law
7 8 (2.40%) Games
8 7 (2.10%) Advertising
8 7 (2.10%) Marketing
9 4 (1.20%) Back Office
9 4 (1.20%) Legal
10 3 (0.90%) Billing
11 2 (0.60%) Investment Banking
12 1 (0.30%) Financial Institution
12 1 (0.30%) General Ledger
12 1 (0.30%) Humanities
12 1 (0.30%) Multimedia
12 1 (0.30%) Public Sector
12 1 (0.30%) Publishing
12 1 (0.30%) Social Science
Job Titles
1 58 (17.42%) Developer
2 53 (15.92%) Architect
3 33 (9.91%) Analyst
4 28 (8.41%) AWS Engineer
5 27 (8.11%) DevOps Engineer
6 20 (6.01%) Project Manager
7 19 (5.71%) AWS DevOps
7 19 (5.71%) Solutions Architect
8 17 (5.11%) Administrator
8 17 (5.11%) Cloud Engineer
9 15 (4.50%) AWS DevOps Engineer
9 15 (4.50%) Azure Architect
9 15 (4.50%) Consultant
9 15 (4.50%) Java Developer
10 14 (4.20%) Applications Support
10 14 (4.20%) Infrastructure Engineer
11 13 (3.90%) DBA
11 13 (3.90%) IT Manager
12 12 (3.60%) AWS Developer
12 12 (3.60%) Senior Architect
Libraries, Frameworks & Software Standards
1 39 (11.71%) .NET
2 19 (5.71%) ASP.NET
3 16 (4.80%) ASP.NET Web API
3 16 (4.80%) XML
4 15 (4.50%) Web Services
5 10 (3.00%) .NET Core
5 10 (3.00%) .NET Framework
5 10 (3.00%) Middleware
5 10 (3.00%) Node.js
6 8 (2.40%) ASP.NET MVC
6 8 (2.40%) CSS
6 8 (2.40%) HTML
7 7 (2.10%) AngularJS
7 7 (2.10%) jQuery
7 7 (2.10%) Laravel
7 7 (2.10%) RESTful
7 7 (2.10%) Symfony
8 6 (1.80%) Entity Framework
8 6 (1.80%) JSON
8 6 (1.80%) Kafka
Miscellaneous
1 25 (7.51%) Analytical Skills
2 21 (6.31%) Data Centre
2 21 (6.31%) Greenfield Project
3 17 (5.11%) Management Information System
4 16 (4.80%) Hybrid Cloud
5 15 (4.50%) Self-Motivation
6 12 (3.60%) User Experience
7 11 (3.30%) Replication
8 10 (3.00%) Cloud Native
8 10 (3.00%) Reinsurance
9 9 (2.70%) Data Structures
10 7 (2.10%) AS400
10 7 (2.10%) Client/Server
10 7 (2.10%) iSeries
11 6 (1.80%) Smart City
12 5 (1.50%) Enterprise Software
12 5 (1.50%) Virtual Team
13 4 (1.20%) Algorithms
13 4 (1.20%) Social Media
14 3 (0.90%) Reference Data
Operating Systems
1 80 (24.02%) Windows
2 36 (10.81%) Windows Server
3 22 (6.61%) Linux
4 18 (5.41%) Windows 10
5 6 (1.80%) Windows Server 2008
5 6 (1.80%) Windows Server 2012
6 5 (1.50%) Windows 7
7 4 (1.20%) Red Hat Enterprise Linux
7 4 (1.20%) Windows 8
7 4 (1.20%) Windows Server 2003
8 3 (0.90%) Unix
9 1 (0.30%) Android
9 1 (0.30%) CentOS
9 1 (0.30%) Mac OS
9 1 (0.30%) Mac OS X
9 1 (0.30%) VMS
9 1 (0.30%) VyOS
9 1 (0.30%) Windows Vista
Processes & Methodologies
1 76 (22.82%) Agile Software Development
2 67 (20.12%) DevOps
3 64 (19.22%) Data Migration
4 37 (11.11%) Microservices
5 35 (10.51%) Problem-Solving
6 33 (9.91%) ITIL
7 31 (9.31%) Project Management
8 25 (7.51%) Data Architecture
9 24 (7.21%) Analytics
9 24 (7.21%) Project Delivery
10 23 (6.91%) Infrastructure as Code
11 21 (6.31%) Continuous Integration
11 21 (6.31%) Data Management
11 21 (6.31%) MVC
12 20 (6.01%) Mentoring
12 20 (6.01%) TDD
13 19 (5.71%) Computer Science
13 19 (5.71%) Presales
13 19 (5.71%) Scrum
13 19 (5.71%) Stakeholder Management
Programming Languages
1 83 (24.92%) SQL
2 49 (14.71%) PowerShell
3 35 (10.51%) Python
4 34 (10.21%) Java
5 27 (8.11%) C#
6 18 (5.41%) JavaScript
7 15 (4.50%) Java 8
8 12 (3.60%) PHP
9 10 (3.00%) Bash Shell
9 10 (3.00%) C
9 10 (3.00%) Go
9 10 (3.00%) Ruby
10 9 (2.70%) Shell Script
11 7 (2.10%) C++
11 7 (2.10%) RPG
11 7 (2.10%) T-SQL
12 5 (1.50%) PL/SQL
13 4 (1.20%) Scala
14 3 (0.90%) Perl
14 3 (0.90%) VBA
Qualifications
1 36 (10.81%) Degree
2 18 (5.41%) Computer Science Degree
3 12 (3.60%) AWS Certification
4 6 (1.80%) PMP
5 5 (1.50%) CCNP
5 5 (1.50%) Cisco Certification
5 5 (1.50%) TOGAF Certification
6 4 (1.20%) ITIL Certification
6 4 (1.20%) Microsoft Certification
6 4 (1.20%) PMI Certification
7 3 (0.90%) CCNA
7 3 (0.90%) MCSA
7 3 (0.90%) MCSE
7 3 (0.90%) PRINCE2 Certification
7 3 (0.90%) Security Cleared
8 2 (0.60%) APMP
8 2 (0.60%) CCIE
8 2 (0.60%) Master's Degree
8 2 (0.60%) SC Cleared
9 1 (0.30%) CBAP
Quality Assurance & Compliance
1 25 (7.51%) Data Quality
2 19 (5.71%) SLA
3 8 (2.40%) GDPR
4 7 (2.10%) QA
5 2 (0.60%) ISO/IEC 27001
5 2 (0.60%) PMO
6 1 (0.30%) PMBOK
6 1 (0.30%) PSD2
System Software
1 45 (13.51%) Active Directory
2 36 (10.81%) Docker
3 14 (4.20%) Hyper-V
4 13 (3.90%) VMware Infrastructure
5 8 (2.40%) VirtualBox
6 5 (1.50%) VMware ESXi
7 1 (0.30%) BitLocker
7 1 (0.30%) Firmware
7 1 (0.30%) Microsoft App-V
7 1 (0.30%) Postfix
7 1 (0.30%) VMware Workstation
7 1 (0.30%) Xen
7 1 (0.30%) XenApp
7 1 (0.30%) XenDesktop
Systems Management
1 37 (11.11%) Terraform
2 30 (9.01%) Kubernetes
3 20 (6.01%) Puppet
4 19 (5.71%) Ansible
5 13 (3.90%) SCCM
6 12 (3.60%) Microsoft Intune
7 8 (2.40%) Microsoft Clustering
8 6 (1.80%) Opscode Chef
9 4 (1.20%) Failover Clustering
10 3 (0.90%) ITRS Geneos
10 3 (0.90%) Rancher
10 3 (0.90%) Thomson Reuters DACS
11 1 (0.30%) Grafana
11 1 (0.30%) Salt
11 1 (0.30%) Tivoli
11 1 (0.30%) Tivoli Storage Manager
11 1 (0.30%) WSUS
11 1 (0.30%) ZABBIX
Vendors
1 74 (22.22%) Microsoft
2 22 (6.61%) Oracle
3 21 (6.31%) VMware
4 15 (4.50%) Google
5 12 (3.60%) Citrix
6 11 (3.30%) Cisco
6 11 (3.30%) Informatica
7 10 (3.00%) SAP
8 9 (2.70%) Salesforce.com
8 9 (2.70%) ServiceNow
9 8 (2.40%) IBM
9 8 (2.40%) LogicMonitor
10 6 (1.80%) Atlassian
10 6 (1.80%) Mitel
10 6 (1.80%) Red Box
11 3 (0.90%) Adobe
11 3 (0.90%) Tableau
11 3 (0.90%) Talend
11 3 (0.90%) Teradata
12 2 (0.60%) Micro Focus