Period
to 16 November 2019

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 November 2019 with a comparison to the same period in the previous 2 years.

Migration
England > London
6 months to
16 Nov 2019
Same period 2018 Same period 2017
Rank 70 96 113
Rank change year-on-year +26 +17 +18
Permanent jobs citing Migration 2,245 2,271 2,206
As % of all permanent IT jobs advertised in London 4.14% 3.38% 2.92%
As % of the Processes & Methodologies category 4.44% 3.65% 3.12%
Number of salaries quoted 1,662 1,732 1,633
London median annual salary £65,000 £65,000 £62,500
Median salary % change year-on-year - +4.00% +13.64%
10th Percentile £41,250 £40,300 £40,000
90th Percentile £100,000 £92,500 £95,000
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% +7.84%

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 50,537 62,189 70,803
As % of all permanent IT jobs advertised in London 93.09% 92.49% 93.70%
Number of salaries quoted 40,664 50,316 54,565
London median annual salary £65,000 £62,500 £60,000
Median salary % change year-on-year +4.00% +4.17% +4.35%
10th Percentile £36,250 £35,000 £35,000
90th Percentile £100,000 £95,000 £90,000
England median annual salary £52,500 £52,500 £50,000
% change year-on-year - +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 16 November 2019.

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 November 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
Central London +16 443 £67,500 +3.85% 97
West London +2 129 £60,000 +9.09% 48
South London +14 76 £52,500 - 7
East London +56 43 £57,500 -11.54% 16
North London -15 15 £60,000 +9.09% 6
Migration
England

For the 6 months to 16 November 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 London region with a requirement for Migration.

1 795 (35.41%) Azure
2 753 (33.54%) Agile Software Development
3 749 (33.36%) AWS
4 614 (27.35%) Finance
5 556 (24.77%) SQL
6 545 (24.28%) Microsoft
7 529 (23.56%) DevOps
8 449 (20.00%) Data Migration
9 420 (18.71%) Windows
10 365 (16.26%) SQL Server
11 347 (15.46%) GCP
12 337 (15.01%) Office 365
13 331 (14.74%) Python
14 323 (14.39%) Java
15 321 (14.30%) Problem-Solving
16 308 (13.72%) Linux
17 306 (13.63%) Active Directory
18 289 (12.87%) Microservices
19 272 (12.12%) Analytics
20 269 (11.98%) .NET
21 264 (11.76%) Kubernetes
22 258 (11.49%) C#
23 253 (11.27%) Google
24 251 (11.18%) PowerShell
25 248 (11.05%) Data Warehouse
26 243 (10.82%) Project Management
27 237 (10.56%) Docker
28 235 (10.47%) Analytical Skills
29 229 (10.20%) Project Delivery
30 222 (9.89%) VMware

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
1 179 (7.97%) SharePoint
2 64 (2.85%) MS Exchange
3 61 (2.72%) IIS
4 54 (2.41%) CMS
5 46 (2.05%) Confluence
6 45 (2.00%) Skype for Business
7 39 (1.74%) Apache Spark
8 36 (1.60%) nginx
9 35 (1.56%) Elasticsearch
10 29 (1.29%) SAS
11 26 (1.16%) Apache
12 23 (1.02%) Tomcat
13 21 (0.94%) SharePoint 2013
14 15 (0.67%) OpenStack
15 13 (0.58%) JBoss
15 13 (0.58%) SharePoint 2010
15 13 (0.58%) WebLogic
16 12 (0.53%) Anypoint
16 12 (0.53%) Exchange Server 2013
17 11 (0.49%) WordPress
Applications
1 100 (4.45%) Microsoft Office
2 88 (3.92%) Microsoft Excel
3 23 (1.02%) Microsoft Project
4 17 (0.76%) MS Visio
5 14 (0.62%) Microsoft PowerPoint
6 6 (0.27%) Spreadsheet
7 2 (0.089%) Adobe Premiere
7 2 (0.089%) Photoshop
8 1 (0.045%) Adobe Illustrator
8 1 (0.045%) Gliffy
8 1 (0.045%) InDesign
Business Applications
1 42 (1.87%) FINCAD Analytics
2 39 (1.74%) Dynamics CRM
3 18 (0.80%) SAP S/4HANA
4 13 (0.58%) thinkFolio
5 12 (0.53%) LatentZero
6 9 (0.40%) Distributed Ledger
6 9 (0.40%) Shopify
7 8 (0.36%) Oracle EBS
8 7 (0.31%) Dynamics AX
9 6 (0.27%) Dynamics NAV
9 6 (0.27%) NetSuite
9 6 (0.27%) Unit4 Business World
10 5 (0.22%) Adobe Campaign
10 5 (0.22%) Dynamics GP
10 5 (0.22%) Magento
10 5 (0.22%) SAP MDG
11 4 (0.18%) SAP HR
11 4 (0.18%) SAP Payroll
11 4 (0.18%) Sparx Enterprise Architect
12 3 (0.13%) SAP MM
Cloud Services
1 795 (35.41%) Azure
2 749 (33.36%) AWS
3 347 (15.46%) GCP
4 337 (15.01%) Office 365
5 172 (7.66%) PaaS
6 129 (5.75%) Power Platform
7 115 (5.12%) IaaS
8 103 (4.59%) SaaS
9 94 (4.19%) Cloud Computing
10 85 (3.79%) Azure Active Directory
11 67 (2.98%) AWS CloudFormation
12 57 (2.54%) Serverless
13 47 (2.09%) OneDrive
14 45 (2.00%) Amazon S3
15 44 (1.96%) Amazon EC2
16 42 (1.87%) AWS Lambda
16 42 (1.87%) Virtual Private Cloud
17 39 (1.74%) Dynamics 365
18 38 (1.69%) PowerApps
19 30 (1.34%) GitHub
Communications & Networking
1 165 (7.35%) Firewall
2 105 (4.68%) DNS
3 61 (2.72%) Skype
4 60 (2.67%) TCP/IP
5 56 (2.49%) DHCP
6 47 (2.09%) WAN
7 45 (2.00%) LAN
8 44 (1.96%) SAN
9 39 (1.74%) VoIP
10 37 (1.65%) Internet
11 36 (1.60%) SSL
12 35 (1.56%) Wireless
13 33 (1.47%) Network Security
14 26 (1.16%) HTTP
15 24 (1.07%) MPLS
16 23 (1.02%) VPN
17 21 (0.94%) NAS
18 20 (0.89%) Intranet
19 19 (0.85%) BGP
20 18 (0.80%) Cisco Nexus
Database & Business Intelligence
1 365 (16.26%) SQL Server
2 248 (11.05%) Data Warehouse
3 158 (7.04%) Big Data
4 135 (6.01%) SQL Server Integration Services
5 109 (4.86%) Power BI
6 102 (4.54%) SQL Server Reporting Services
7 97 (4.32%) Relational Database
8 88 (3.92%) SQL Server Analysis Services
9 71 (3.16%) PostgreSQL
10 65 (2.90%) MySQL
11 56 (2.49%) Data Lake
12 49 (2.18%) Azure SQL Database
13 45 (2.00%) Amazon DynamoDB
14 44 (1.96%) RDBMS
15 42 (1.87%) Hadoop
15 42 (1.87%) NoSQL
16 34 (1.51%) SQL Server 2012
17 32 (1.43%) Amazon Athena
18 31 (1.38%) SQL Server 2016
19 30 (1.34%) SQL Server 2008
Development Applications
1 137 (6.10%) Git (software)
2 113 (5.03%) Jenkins
3 96 (4.28%) JIRA
4 47 (2.09%) TeamCity
5 46 (2.05%) Octopus Deploy
6 45 (2.00%) Team Foundation Server
7 43 (1.92%) Visual Studio
8 37 (1.65%) Maven
9 27 (1.20%) Selenium
10 25 (1.11%) Visual Studio Team System
11 22 (0.98%) Artifactory
12 20 (0.89%) Ant
12 20 (0.89%) SQL Server Management Studio (SSMS)
13 17 (0.76%) SonarQube
13 17 (0.76%) Subversion
14 15 (0.67%) Zephyr
15 13 (0.58%) Bitbucket
15 13 (0.58%) Bower
15 13 (0.58%) GitLab
15 13 (0.58%) MSBuild
General
1 614 (27.35%) Finance
2 199 (8.86%) Banking
3 133 (5.92%) Retail
4 87 (3.88%) Front Office
5 74 (3.30%) Telecoms
6 56 (2.49%) Marketing
7 50 (2.23%) Public Sector
8 46 (2.05%) Law
9 29 (1.29%) Investment Banking
10 28 (1.25%) Legal
11 26 (1.16%) Advertising
12 24 (1.07%) Billing
12 24 (1.07%) Games
13 16 (0.71%) Publishing
14 14 (0.62%) Manufacturing
15 13 (0.58%) Back Office
16 11 (0.49%) Automotive
17 7 (0.31%) Aerospace
18 5 (0.22%) Financial Institution
18 5 (0.22%) Pharmaceutical
Job Titles
1 471 (20.98%) Architect
2 338 (15.06%) Developer
3 214 (9.53%) Analyst
4 188 (8.37%) Cloud Architect
5 159 (7.08%) Consultant
6 151 (6.73%) DevOps Engineer
7 142 (6.33%) Solutions Architect
8 130 (5.79%) Project Manager
9 119 (5.30%) Azure Architect
10 103 (4.59%) Cloud Engineer
11 100 (4.45%) Infrastructure Engineer
12 94 (4.19%) AWS Engineer
13 85 (3.79%) SQL Developer
14 80 (3.56%) Senior Architect
15 79 (3.52%) Administrator
16 78 (3.47%) AWS Architect
17 73 (3.25%) Cloud Solutions Architect
18 70 (3.12%) Data Analyst
19 67 (2.98%) Senior Developer
20 58 (2.58%) AWS DevOps
Libraries, Frameworks & Software Standards
1 269 (11.98%) .NET
2 127 (5.66%) Web Services
3 122 (5.43%) CSS
4 105 (4.68%) HTML
5 90 (4.01%) ASP.NET
6 83 (3.70%) RESTful
7 82 (3.65%) J2EE
8 71 (3.16%) XML
9 70 (3.12%) AngularJS
10 69 (3.07%) Node.js
11 65 (2.90%) React
11 65 (2.90%) REST
12 64 (2.85%) .NET Framework
12 64 (2.85%) ASP.NET Web API
13 49 (2.18%) Entity Framework
14 41 (1.83%) ASP.NET MVC
14 41 (1.83%) jQuery
15 40 (1.78%) .NET Core
15 40 (1.78%) JSON
16 39 (1.74%) Middleware
Miscellaneous
1 235 (10.47%) Analytical Skills
2 150 (6.68%) Data Centre
3 146 (6.50%) Cloud Native
4 134 (5.97%) Hybrid Cloud
5 123 (5.48%) Enterprise Software
6 94 (4.19%) Management Information System
7 83 (3.70%) Hedge funds
8 81 (3.61%) Self-Motivation
9 77 (3.43%) Public Cloud
10 76 (3.39%) Greenfield Project
11 70 (3.12%) Fixed Income
12 69 (3.07%) Equities
13 64 (2.85%) Derivative
14 58 (2.58%) User Experience
15 45 (2.00%) Algorithms
16 43 (1.92%) Private Cloud
17 41 (1.83%) Equity Derivative
17 41 (1.83%) Foreign Exchange (FX)
18 39 (1.74%) Virtual Team
19 38 (1.69%) AS400
Operating Systems
1 420 (18.71%) Windows
2 308 (13.72%) Linux
3 203 (9.04%) Windows Server
4 103 (4.59%) Windows 10
5 56 (2.49%) Red Hat Enterprise Linux
6 37 (1.65%) Unix
7 34 (1.51%) Windows 7
8 30 (1.34%) CentOS
9 27 (1.20%) Windows Server 2012
10 22 (0.98%) Android
11 21 (0.94%) Windows Server 2008
12 17 (0.76%) Apple iOS
13 11 (0.49%) Debian
13 11 (0.49%) Ubuntu
14 10 (0.45%) Windows 8
15 6 (0.27%) Mac OS X
16 5 (0.22%) Mac OS
17 4 (0.18%) Windows Server 2003
18 3 (0.13%) VyOS
19 2 (0.089%) Solaris
Processes & Methodologies
1 753 (33.54%) Agile Software Development
2 529 (23.56%) DevOps
3 449 (20.00%) Data Migration
4 321 (14.30%) Problem-Solving
5 289 (12.87%) Microservices
6 272 (12.12%) Analytics
7 243 (10.82%) Project Management
8 229 (10.20%) Project Delivery
9 200 (8.91%) Software Engineering
10 197 (8.78%) Business Intelligence
11 196 (8.73%) Stakeholder Management
12 183 (8.15%) ETL
13 173 (7.71%) Scrum
14 162 (7.22%) ITIL
15 152 (6.77%) Mentoring
16 149 (6.64%) Data Modelling
17 136 (6.06%) Creative Thinking
18 135 (6.01%) Data Management
18 135 (6.01%) Decision-Making
19 131 (5.84%) Infrastructure Engineering
Programming Languages
1 556 (24.77%) SQL
2 331 (14.74%) Python
3 323 (14.39%) Java
4 258 (11.49%) C#
5 251 (11.18%) PowerShell
6 193 (8.60%) JavaScript
7 143 (6.37%) T-SQL
8 93 (4.14%) Bash Shell
9 90 (4.01%) C++
10 86 (3.83%) Go
11 73 (3.25%) PHP
12 71 (3.16%) Ruby
13 64 (2.85%) C
14 43 (1.92%) Kotlin
15 38 (1.69%) RPG
16 37 (1.65%) R
17 32 (1.43%) PL/SQL
18 31 (1.38%) Shell Script
19 29 (1.29%) Java 8
19 29 (1.29%) Perl
Qualifications
1 173 (7.71%) Degree
2 96 (4.28%) AWS Certification
3 73 (3.25%) Computer Science Degree
4 68 (3.03%) Microsoft Certification
5 51 (2.27%) Security Cleared
6 50 (2.23%) Cisco Certification
7 44 (1.96%) MCSE
8 39 (1.74%) CCNP
9 33 (1.47%) PMI Certification
10 32 (1.43%) SC Cleared
11 29 (1.29%) PMP
12 25 (1.11%) CCNA
13 18 (0.80%) CCIE
13 18 (0.80%) MCSA
14 14 (0.62%) PRINCE2 Certification
15 12 (0.53%) JNCIS
15 12 (0.53%) MCITP
16 10 (0.45%) ISEB
16 10 (0.45%) Master's Degree
17 9 (0.40%) CCDE
Quality Assurance & Compliance
1 107 (4.77%) Data Quality
2 85 (3.79%) QA
3 57 (2.54%) SLA
4 38 (1.69%) GDPR
5 17 (0.76%) PMO
6 12 (0.53%) ISO/IEC 27001
7 9 (0.40%) PCI DSS
8 8 (0.36%) COBIT
9 5 (0.22%) NIST
10 3 (0.13%) GxP
11 2 (0.089%) Basel III
11 2 (0.089%) NCSC
12 1 (0.045%) Cyber Essentials
12 1 (0.045%) DICOM
12 1 (0.045%) GAAP
12 1 (0.045%) HL7
12 1 (0.045%) PMBOK
12 1 (0.045%) PSD2
System Software
1 306 (13.63%) Active Directory
2 237 (10.56%) Docker
3 150 (6.68%) VMware Infrastructure
4 111 (4.94%) Hyper-V
5 49 (2.18%) vSphere
6 42 (1.87%) XenApp
7 33 (1.47%) VMware ESXi
8 23 (1.02%) XenDesktop
9 18 (0.80%) Virtual Machines
10 10 (0.45%) VirtualBox
11 8 (0.36%) Microsoft App-V
12 7 (0.31%) OpenSSH
13 6 (0.27%) HDFS
13 6 (0.27%) VMware Server
14 5 (0.22%) BitLocker
14 5 (0.22%) VMware NSX
15 4 (0.18%) KVM
16 3 (0.13%) Postfix
16 3 (0.13%) Virtual Desktop
16 3 (0.13%) VMware Workstation
Systems Management
1 264 (11.76%) Kubernetes
2 212 (9.44%) Terraform
3 177 (7.88%) Ansible
4 176 (7.84%) Puppet
5 130 (5.79%) Opscode Chef
6 119 (5.30%) SCCM
7 62 (2.76%) Microsoft Intune
8 29 (1.29%) Salt
9 22 (0.98%) SCOM
10 20 (0.89%) Packer
11 18 (0.80%) Rancher
11 18 (0.80%) vRealize
12 17 (0.76%) PowerCLI
13 16 (0.71%) Mesos
14 13 (0.58%) Grafana
15 12 (0.53%) Prometheus
16 10 (0.45%) Failover Clustering
16 10 (0.45%) FortiGate
17 9 (0.40%) Microsoft Clustering
18 8 (0.36%) Docker Swarm
Vendors
1 545 (24.28%) Microsoft
2 253 (11.27%) Google
3 222 (9.89%) VMware
4 157 (6.99%) Oracle
5 121 (5.39%) Cisco
6 99 (4.41%) Citrix
7 73 (3.25%) SAP
8 68 (3.03%) IBM
9 64 (2.85%) Salesforce.com
10 49 (2.18%) Informatica
10 49 (2.18%) Red Hat
11 46 (2.05%) Bloomberg
12 41 (1.83%) Tableau
13 29 (1.29%) Atlassian
14 25 (1.11%) Meraki
14 25 (1.11%) RedGate
15 24 (1.07%) Teradata
16 23 (1.02%) HP
17 22 (0.98%) Talend
18 21 (0.94%) Adobe