Period
to 24 January 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 24 January 2020 with a comparison to the same period in the previous 2 years.

Migration
England > London
6 months to
24 Jan 2020
Same period 2019 Same period 2018
Rank 63 91 110
Rank change year-on-year +28 +19 +26
Permanent jobs citing Migration 2,231 2,245 2,125
As % of all permanent IT jobs advertised in London 4.36% 3.56% 3.03%
As % of the Processes & Methodologies category 4.67% 3.84% 3.24%
Number of salaries quoted 1,712 1,678 1,625
London median annual salary £70,000 £62,500 £65,000
Median salary % change year-on-year +12.00% -3.85% +8.33%
10th Percentile £43,750 £40,175 £41,100
90th Percentile £125,000 £93,750 £97,000
England median annual salary £60,000 £60,000 £57,500
% change year-on-year - +4.35% +9.52%

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 47,737 58,408 65,639
As % of all permanent IT jobs advertised in London 93.28% 92.60% 93.67%
Number of salaries quoted 38,297 47,126 53,028
London median annual salary £65,000 £62,500 £60,000
Median salary % change year-on-year +4.00% +4.17% +4.16%
10th Percentile £36,500 £35,000 £35,000
90th Percentile £100,000 £95,000 £91,250
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

Migration
Job Vacancy Trend in London

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

Job vacancy trend for Migration in London

Migration
Salary Trend in London

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

Salary trend for Migration in London

Migration
Salary Histogram in London

The salary distribution of IT jobs citing Migration in London over the 6 months to 24 January 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 24 January 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 -18 358 £67,500 +8.00% 121
West London +28 125 £60,000 +9.09% 33
South London +42 90 £52,500 - 10
East London +37 48 £57,500 +12.75% 12
North London -3 15 £60,000 +9.09% 4
Migration
England

For the 6 months to 24 January 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.

1 848 (38.01%) Azure
2 786 (35.23%) AWS
3 769 (34.47%) Agile Software Development
4 684 (30.66%) Finance
5 587 (26.31%) SQL
6 577 (25.86%) Microsoft
7 429 (19.23%) Windows
8 426 (19.09%) DevOps
9 422 (18.92%) Java
10 408 (18.29%) Python
11 395 (17.71%) Analytics
12 382 (17.12%) Data Migration
13 372 (16.67%) GCP
14 363 (16.27%) SQL Server
15 317 (14.21%) Office 365
16 316 (14.16%) JavaScript
17 312 (13.98%) C#
18 293 (13.13%) Active Directory
19 291 (13.04%) Linux
20 287 (12.86%) .NET
21 277 (12.42%) Microservices
22 270 (12.10%) Banking
23 259 (11.61%) Problem-Solving
24 251 (11.25%) Data Warehouse
25 248 (11.12%) Docker
26 241 (10.80%) Kubernetes
27 236 (10.58%) Project Management
28 234 (10.49%) PowerShell
29 233 (10.44%) Web Services
30 232 (10.40%) 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
1 197 (8.83%) SharePoint
2 71 (3.18%) IIS
3 66 (2.96%) MS Exchange
4 43 (1.93%) Apache Spark
5 41 (1.84%) Confluence
6 40 (1.79%) Elasticsearch
7 37 (1.66%) SAS
7 37 (1.66%) Skype for Business
8 35 (1.57%) nginx
9 31 (1.39%) CMS
10 23 (1.03%) SharePoint 2013
11 22 (0.99%) Apache
11 22 (0.99%) Tomcat
12 17 (0.76%) JBoss
12 17 (0.76%) WebSphere
13 16 (0.72%) WebLogic
14 14 (0.63%) Adobe Experience Manager
15 12 (0.54%) Anypoint
15 12 (0.54%) Exchange Server 2013
16 11 (0.49%) SharePoint 2010
Applications
1 98 (4.39%) Microsoft Office
2 89 (3.99%) Microsoft Excel
3 24 (1.08%) Microsoft PowerPoint
4 18 (0.81%) Microsoft Project
5 13 (0.58%) MS Visio
6 6 (0.27%) Spreadsheet
7 2 (0.090%) Gliffy
8 1 (0.045%) Maya
8 1 (0.045%) Mingle
8 1 (0.045%) NUKE
8 1 (0.045%) Photoshop
Business Applications
1 105 (4.71%) FINCAD Analytics
2 31 (1.39%) Dynamics CRM
3 16 (0.72%) SAP S/4HANA
4 13 (0.58%) thinkFolio
5 12 (0.54%) LatentZero
6 11 (0.49%) Adobe Campaign
7 9 (0.40%) Shopify
8 8 (0.36%) Distributed Ledger
8 8 (0.36%) Oracle EBS
9 7 (0.31%) Dynamics AX
10 6 (0.27%) Magento
10 6 (0.27%) SAP MDG
11 4 (0.18%) NetSuite
11 4 (0.18%) SAP BPC
11 4 (0.18%) SAP HR
11 4 (0.18%) Sparx Enterprise Architect
12 3 (0.13%) Oracle Applications
12 3 (0.13%) SAP FI
12 3 (0.13%) SAP FI/CO
12 3 (0.13%) SAP Payroll
Cloud Services
1 848 (38.01%) Azure
2 786 (35.23%) AWS
3 372 (16.67%) GCP
4 317 (14.21%) Office 365
5 140 (6.28%) PaaS
6 130 (5.83%) Power Platform
7 116 (5.20%) SaaS
8 112 (5.02%) Cloud Computing
9 91 (4.08%) IaaS
10 82 (3.68%) Azure Active Directory
11 64 (2.87%) OpenShift
12 53 (2.38%) Amazon EC2
13 47 (2.11%) Amazon S3
14 45 (2.02%) AWS CloudFormation
15 44 (1.97%) Serverless
16 42 (1.88%) Dynamics 365
17 40 (1.79%) OneDrive
17 40 (1.79%) PowerApps
17 40 (1.79%) Virtual Private Cloud
18 34 (1.52%) ShareGate
Communications & Networking
1 155 (6.95%) Firewall
2 87 (3.90%) DNS
3 56 (2.51%) Skype
4 50 (2.24%) WAN
5 47 (2.11%) TCP/IP
6 46 (2.06%) VoIP
7 43 (1.93%) DHCP
8 42 (1.88%) Wireless
9 40 (1.79%) LAN
10 34 (1.52%) SAN
11 30 (1.34%) Network Security
12 29 (1.30%) SSL
13 25 (1.12%) HTTP
13 25 (1.12%) Internet
14 24 (1.08%) Intranet
15 22 (0.99%) VPN
16 20 (0.90%) NAS
17 16 (0.72%) MPLS
18 15 (0.67%) Cisco Nexus
19 13 (0.58%) HTTPS
Database & Business Intelligence
1 363 (16.27%) SQL Server
2 251 (11.25%) Data Warehouse
3 164 (7.35%) Big Data
4 130 (5.83%) SQL Server Integration Services
5 124 (5.56%) PostgreSQL
6 119 (5.33%) Amazon DynamoDB
7 108 (4.84%) Power BI
8 101 (4.53%) Amazon Athena
9 98 (4.39%) NoSQL
10 93 (4.17%) SQL Server Analysis Services
11 90 (4.03%) Relational Database
12 60 (2.69%) Data Lake
13 59 (2.64%) SQL Server Reporting Services
14 55 (2.47%) Hadoop
14 55 (2.47%) MySQL
15 54 (2.42%) Azure SQL Database
16 39 (1.75%) RDBMS
17 32 (1.43%) SQL Server 2008
18 31 (1.39%) Amazon Redshift
19 29 (1.30%) DB2
Development Applications
1 121 (5.42%) Git (software)
2 113 (5.06%) Jenkins
3 86 (3.85%) JIRA
4 63 (2.82%) TeamCity
5 61 (2.73%) Artifactory
6 59 (2.64%) Octopus Deploy
7 49 (2.20%) Maven
8 42 (1.88%) Team Foundation Server
9 34 (1.52%) Visual Studio
10 33 (1.48%) Selenium
11 24 (1.08%) Visual Studio Team System
12 23 (1.03%) SQL Server Management Studio (SSMS)
13 19 (0.85%) Ant
13 19 (0.85%) MSBuild
13 19 (0.85%) SonarQube
14 18 (0.81%) gulp
15 17 (0.76%) Zephyr
16 16 (0.72%) Gradle
16 16 (0.72%) Postman
17 15 (0.67%) TestRail
General
1 684 (30.66%) Finance
2 270 (12.10%) Banking
3 194 (8.70%) Front Office
4 130 (5.83%) Retail
5 56 (2.51%) Telecoms
6 42 (1.88%) Marketing
7 36 (1.61%) Public Sector
8 30 (1.34%) Legal
9 24 (1.08%) Advertising
10 23 (1.03%) Law
10 23 (1.03%) Publishing
11 22 (0.99%) Investment Banking
12 20 (0.90%) Billing
13 18 (0.81%) Games
14 13 (0.58%) Manufacturing
15 9 (0.40%) Automotive
15 9 (0.40%) Back Office
16 7 (0.31%) Aerospace
16 7 (0.31%) Financial Institution
17 3 (0.13%) Local Government
Job Titles
1 478 (21.43%) Architect
2 322 (14.43%) Developer
3 210 (9.41%) Analyst
4 152 (6.81%) Cloud Architect
5 149 (6.68%) Consultant
6 125 (5.60%) Project Manager
7 124 (5.56%) Solutions Architect
8 113 (5.06%) Azure Architect
9 111 (4.98%) DevOps Engineer
10 92 (4.12%) SQL Developer
11 89 (3.99%) Infrastructure Engineer
12 88 (3.94%) Senior Architect
13 84 (3.77%) Cloud Engineer
14 80 (3.59%) Data Analyst
15 76 (3.41%) Administrator
16 67 (3.00%) Senior Developer
17 61 (2.73%) AWS Engineer
18 59 (2.64%) Data Architect
19 56 (2.51%) Infrastructure Manager
19 56 (2.51%) Lead Architect
Libraries, Frameworks & Software Standards
1 287 (12.86%) .NET
2 233 (10.44%) Web Services
3 158 (7.08%) J2EE
4 124 (5.56%) CSS
5 113 (5.06%) React
6 108 (4.84%) AngularJS
7 101 (4.53%) HTML
8 97 (4.35%) ASP.NET
9 96 (4.30%) XML
10 81 (3.63%) Node.js
11 76 (3.41%) REST
11 76 (3.41%) RESTful
12 64 (2.87%) ASP.NET Web API
13 60 (2.69%) .NET Framework
14 53 (2.38%) jQuery
14 53 (2.38%) JSON
15 49 (2.20%) Kafka
16 44 (1.97%) Entity Framework
17 41 (1.84%) ASP.NET MVC
18 34 (1.52%) Middleware
Miscellaneous
1 194 (8.70%) Analytical Skills
2 182 (8.16%) Hedge funds
3 177 (7.93%) Fixed Income
4 171 (7.66%) Derivative
5 169 (7.58%) Data Centre
6 141 (6.32%) Public Cloud
7 134 (6.01%) Hybrid Cloud
8 133 (5.96%) Greenfield Project
9 119 (5.33%) Cloud Native
10 111 (4.98%) Equities
11 107 (4.80%) Enterprise Software
12 83 (3.72%) Equity Derivative
13 81 (3.63%) Blog
14 75 (3.36%) Management Information System
15 67 (3.00%) Self-Motivation
16 61 (2.73%) Foreign Exchange (FX)
17 59 (2.64%) AS400
18 50 (2.24%) Private Cloud
19 46 (2.06%) Data Structures
20 39 (1.75%) User Experience
Operating Systems
1 429 (19.23%) Windows
2 291 (13.04%) Linux
3 182 (8.16%) Windows Server
4 120 (5.38%) Windows 10
5 65 (2.91%) Red Hat Enterprise Linux
6 44 (1.97%) Unix
7 30 (1.34%) Windows 7
8 27 (1.21%) CentOS
8 27 (1.21%) Windows Server 2008
9 23 (1.03%) Windows Server 2012
10 14 (0.63%) Mac OS X
11 13 (0.58%) Android
12 11 (0.49%) Apple iOS
13 7 (0.31%) Windows 8
14 5 (0.22%) Debian
14 5 (0.22%) Ubuntu
15 4 (0.18%) Mac OS
15 4 (0.18%) Windows Server 2003
16 2 (0.090%) VMS
16 2 (0.090%) VyOS
Processes & Methodologies
1 769 (34.47%) Agile Software Development
2 426 (19.09%) DevOps
3 395 (17.71%) Analytics
4 382 (17.12%) Data Migration
5 277 (12.42%) Microservices
6 259 (11.61%) Problem-Solving
7 236 (10.58%) Project Management
8 232 (10.40%) Decision-Making
9 230 (10.31%) Project Delivery
10 228 (10.22%) Mentoring
11 217 (9.73%) Asset Management
12 205 (9.19%) Software Engineering
13 202 (9.05%) Data Analytics
14 200 (8.96%) ETL
15 188 (8.43%) Business Intelligence
16 186 (8.34%) Investment Management
17 171 (7.66%) Artificial Intelligence
17 171 (7.66%) Scrum
18 169 (7.58%) ITIL
19 143 (6.41%) Stakeholder Management
Programming Languages
1 587 (26.31%) SQL
2 422 (18.92%) Java
3 408 (18.29%) Python
4 316 (14.16%) JavaScript
5 312 (13.98%) C#
6 234 (10.49%) PowerShell
7 187 (8.38%) C++
8 132 (5.92%) T-SQL
9 101 (4.53%) Kotlin
10 88 (3.94%) Bash Shell
11 79 (3.54%) Ruby
12 73 (3.27%) C
13 72 (3.23%) R
14 68 (3.05%) Go
15 59 (2.64%) RPG
16 49 (2.20%) PHP
17 42 (1.88%) Perl
18 39 (1.75%) PL/SQL
19 24 (1.08%) TypeScript
20 22 (0.99%) Java 8
Qualifications
1 160 (7.17%) Degree
2 86 (3.85%) Microsoft Certification
3 66 (2.96%) Computer Science Degree
4 62 (2.78%) AWS Certification
5 50 (2.24%) MCSE
6 45 (2.02%) Cisco Certification
7 40 (1.79%) Security Cleared
8 37 (1.66%) CCNP
9 32 (1.43%) SC Cleared
10 27 (1.21%) MCSA
10 27 (1.21%) PMI Certification
11 23 (1.03%) PMP
12 19 (0.85%) CCNA
13 16 (0.72%) CCIE
14 13 (0.58%) PRINCE2 Certification
14 13 (0.58%) PRINCE2 Practitioner
15 11 (0.49%) MCITP
16 10 (0.45%) ISEB
16 10 (0.45%) ISTQB
16 10 (0.45%) MCP
Quality Assurance & Compliance
1 114 (5.11%) Data Quality
2 96 (4.30%) QA
3 62 (2.78%) SLA
4 23 (1.03%) GDPR
5 17 (0.76%) PCI DSS
6 11 (0.49%) PMO
7 7 (0.31%) ISO/IEC 27001
8 4 (0.18%) COBIT
9 2 (0.090%) Cyber Essentials
9 2 (0.090%) NCSC
9 2 (0.090%) Sarbanes-Oxley
10 1 (0.045%) GAAP
10 1 (0.045%) GxP
10 1 (0.045%) NIST
10 1 (0.045%) PSD2
System Software
1 293 (13.13%) Active Directory
2 248 (11.12%) Docker
3 145 (6.50%) VMware Infrastructure
4 94 (4.21%) Hyper-V
5 43 (1.93%) vSphere
6 31 (1.39%) VMware ESXi
7 30 (1.34%) XenApp
8 19 (0.85%) Virtual Machines
9 16 (0.72%) XenDesktop
10 8 (0.36%) Apache Flume
10 8 (0.36%) OpenSSH
10 8 (0.36%) VMware NSX
11 7 (0.31%) Microsoft App-V
12 6 (0.27%) HDFS
13 5 (0.22%) Virtual Servers
14 4 (0.18%) Apache ZooKeeper
14 4 (0.18%) BitLocker
14 4 (0.18%) Virtual Desktop
14 4 (0.18%) VMware Server
15 3 (0.13%) Xen
Systems Management
1 241 (10.80%) Kubernetes
2 166 (7.44%) Terraform
3 153 (6.86%) Puppet
4 145 (6.50%) Ansible
5 143 (6.41%) SCCM
6 129 (5.78%) Opscode Chef
7 64 (2.87%) Microsoft Intune
8 25 (1.12%) SCOM
9 22 (0.99%) PowerCLI
10 21 (0.94%) Salt
11 19 (0.85%) Packer
11 19 (0.85%) vRealize
12 16 (0.72%) Mesos
13 14 (0.63%) Rancher
14 10 (0.45%) Docker Swarm
14 10 (0.45%) HAProxy
15 7 (0.31%) Failover Clustering
15 7 (0.31%) Single Sign-On
15 7 (0.31%) StatsD
16 6 (0.27%) Grafana
Vendors
1 577 (25.86%) Microsoft
2 231 (10.35%) VMware
3 213 (9.55%) Google
4 155 (6.95%) Oracle
5 111 (4.98%) Bloomberg
6 106 (4.75%) Cisco
7 84 (3.77%) Citrix
8 68 (3.05%) SAP
9 60 (2.69%) IBM
10 59 (2.64%) Tableau
11 52 (2.33%) Salesforce.com
12 46 (2.06%) Red Hat
13 45 (2.02%) Informatica
14 29 (1.30%) Atlassian
15 27 (1.21%) Teradata
16 26 (1.17%) HP
17 24 (1.08%) ServiceNow
18 23 (1.03%) Juniper
18 23 (1.03%) WorldPay
19 21 (0.94%) Sybase