Period
to 27 May 2018

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 27 May 2018 with a comparison to the same period in the previous 2 years.

Migration
England > London
6 months to
27 May 2018
Same period 2017 Same period 2016
Rank 101 131 135
Rank change year-on-year +30 +4 +1
Permanent jobs citing Migration 2,202 1,828 2,063
As % of all permanent IT jobs advertised in London 3.18% 2.66% 2.51%
As % of the Processes & Methodologies category 3.47% 2.90% 2.75%
Number of salaries quoted 1,668 1,441 1,729
London median annual salary £67,250 £62,500 £55,000
Median salary % change year-on-year +7.60% +13.64% -4.35%
10th Percentile £42,500 £39,000 £36,500
90th Percentile £97,500 £93,750 £90,000
England median annual salary £57,500 £52,500 £50,000
% change year-on-year +9.52% +5.00% -

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 63,523 62,954 74,945
As % of all permanent IT jobs advertised in London 91.64% 91.45% 91.14%
Number of salaries quoted 51,179 52,181 64,364
London median annual salary £60,000 £60,000 £55,000
Median salary % change year-on-year - +9.09% -
10th Percentile £35,750 £34,500 £33,250
90th Percentile £93,750 £90,000 £86,250
England median annual salary £50,000 £50,000 £48,000
% change year-on-year - +4.17% +1.05%

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 27 May 2018.

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 27 May 2018. 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 +49 453 £67,500 +17.39% 62
West London +22 113 £55,000 -4.35% 34
South London -9 36 £51,000 -7.27% 9
North London +9 22 £55,000 +10.00% 8
East London +21 16 £50,000 -35.48% 21
Migration
England

For the 6 months to 27 May 2018, 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.

1 682 (30.97%) Finance
2 664 (30.15%) Microsoft
3 602 (27.34%) Agile Software Development
4 578 (26.25%) Microsoft Azure
5 558 (25.34%) SQL
6 510 (23.16%) Amazon AWS
7 501 (22.75%) Windows
8 459 (20.84%) Data Migration
9 375 (17.03%) DevOps
10 360 (16.35%) Office 365
11 351 (15.94%) SQL Server
12 347 (15.76%) Active Directory
13 317 (14.40%) Linux
14 301 (13.67%) .NET
15 292 (13.26%) VMware
16 278 (12.62%) Data Centre
17 275 (12.49%) Degree
18 273 (12.40%) PowerShell
19 263 (11.94%) Windows Server
20 252 (11.44%) Scrum
21 243 (11.04%) Project Management
22 217 (9.85%) Web Services
23 215 (9.76%) C#
24 214 (9.72%) Problem-Solving
25 208 (9.45%) JavaScript
26 204 (9.26%) Stakeholder Management
27 202 (9.17%) Presales
28 201 (9.13%) Python
28 201 (9.13%) Banking
29 199 (9.04%) Oracle

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
1 187 (8.49%) SharePoint
2 100 (4.54%) MS Exchange
3 78 (3.54%) SharePoint 2013
4 71 (3.22%) IIS
5 58 (2.63%) Skype for Business
6 55 (2.50%) Exchange Server 2013
7 54 (2.45%) Apache
8 49 (2.23%) Exchange Server 2010
9 45 (2.04%) Apache Spark
10 36 (1.63%) OpenStack
11 34 (1.54%) Confluence
12 32 (1.45%) IBM Notes
12 32 (1.45%) SharePoint 2010
12 32 (1.45%) Tomcat
13 30 (1.36%) CMS
14 23 (1.04%) Elasticsearch
15 21 (0.95%) nginx
16 20 (0.91%) Oracle Workflow
17 19 (0.86%) BizTalk Server
18 17 (0.77%) JBoss
Applications
1 77 (3.50%) Microsoft Office
2 54 (2.45%) Microsoft Excel
3 24 (1.09%) InfoPath
3 24 (1.09%) Microsoft PowerPoint
4 11 (0.50%) MS Visio
5 8 (0.36%) Microsoft Project
5 8 (0.36%) Spreadsheet
6 2 (0.091%) AutoCAD
6 2 (0.091%) MicroStation
6 2 (0.091%) Photoshop
6 2 (0.091%) ProjectWise
6 2 (0.091%) Revit
6 2 (0.091%) SPSS
7 1 (0.045%) Adobe Illustrator
7 1 (0.045%) Adobe Premiere
7 1 (0.045%) Fireworks
7 1 (0.045%) InVision
Business Applications
1 55 (2.50%) Dynamics CRM
2 27 (1.23%) Salesforce.com CRM
3 15 (0.68%) SAP S/4HANA
4 9 (0.41%) Dynamics AX
4 9 (0.41%) Dynamics NAV
4 9 (0.41%) Workday HCM
5 8 (0.36%) Concordance
5 8 (0.36%) Endur
5 8 (0.36%) NetSuite
5 8 (0.36%) Payment Gateway
5 8 (0.36%) Relativity
5 8 (0.36%) SAP Business One
6 6 (0.27%) Ringtail
6 6 (0.27%) SAP HCM
7 5 (0.23%) Oracle BPM
7 5 (0.23%) Oracle EBS R12
7 5 (0.23%) SAP MDG
8 4 (0.18%) Magento
8 4 (0.18%) Oracle Payables
8 4 (0.18%) Oracle Receivables
Cloud Services
1 578 (26.25%) Microsoft Azure
2 510 (23.16%) Amazon AWS
3 360 (16.35%) Office 365
4 155 (7.04%) IaaS
5 137 (6.22%) PaaS
6 125 (5.68%) SaaS
7 79 (3.59%) Google Cloud Platform
8 60 (2.72%) Serverless
9 42 (1.91%) Cloud Computing
10 39 (1.77%) Dynamics 365
10 39 (1.77%) GitHub
11 37 (1.68%) OneDrive
12 27 (1.23%) Azure Active Directory
13 24 (1.09%) Force.com
13 24 (1.09%) OpenShift
13 24 (1.09%) Yammer
14 23 (1.04%) Cortana Intelligence Suite
15 20 (0.91%) Azure Data Factory
16 19 (0.86%) Virtual Private Cloud
17 16 (0.73%) IBM Cloud
Communications & Networking
1 180 (8.17%) Firewall
2 102 (4.63%) SAN
2 102 (4.63%) WAN
3 90 (4.09%) LAN
4 83 (3.77%) DNS
5 76 (3.45%) TCP/IP
6 61 (2.77%) DHCP
7 51 (2.32%) NAS
8 48 (2.18%) VPN
9 47 (2.13%) Skype
10 38 (1.73%) Intranet
10 38 (1.73%) Wireless
11 30 (1.36%) Internet
11 30 (1.36%) VSAN
12 29 (1.32%) Unified Communications
13 27 (1.23%) VLAN
14 26 (1.18%) Software-Defined Networking
15 19 (0.86%) Network Security
16 16 (0.73%) VoIP
17 15 (0.68%) WebEx
Database & Business Intelligence
1 351 (15.94%) SQL Server
2 189 (8.58%) Data Warehouse
3 187 (8.49%) Big Data
4 146 (6.63%) SQL Server Integration Services
5 114 (5.18%) SQL Server Reporting Services
6 93 (4.22%) SQL Server Analysis Services
7 80 (3.63%) Hadoop
8 79 (3.59%) Relational Database
9 56 (2.54%) PostgreSQL
10 55 (2.50%) MySQL
10 55 (2.50%) Power BI
11 54 (2.45%) NoSQL
12 50 (2.27%) Data Lake
13 39 (1.77%) Oracle Database
14 35 (1.59%) Crystal Reports
15 34 (1.54%) Apache Hive
15 34 (1.54%) MongoDB
15 34 (1.54%) SQL Server 2008
16 28 (1.27%) RDBMS
17 24 (1.09%) SQL Server 2016
Development Applications
1 112 (5.09%) Jenkins
2 110 (5.00%) Visual Studio
3 108 (4.90%) Git (software)
4 65 (2.95%) Team Foundation Server
5 62 (2.82%) TeamCity
6 52 (2.36%) Visual Studio Team System
7 50 (2.27%) JIRA
8 35 (1.59%) Selenium
9 31 (1.41%) Octopus Deploy
10 22 (1.00%) ERwin
11 20 (0.91%) Maven
12 19 (0.86%) Cucumber
13 18 (0.82%) WebDriver
14 17 (0.77%) Gitweb
14 17 (0.77%) Hudson
15 16 (0.73%) Atlassian Bamboo
16 15 (0.68%) GitLab
17 14 (0.64%) Mocha
17 14 (0.64%) webpack
18 13 (0.59%) Jasmine
General
1 682 (30.97%) Finance
2 201 (9.13%) Banking
3 111 (5.04%) Retail
4 91 (4.13%) Marketing
5 55 (2.50%) Advertising
6 50 (2.27%) Legal
7 41 (1.86%) Retail Banking
8 37 (1.68%) Corporate Banking
8 37 (1.68%) Law
9 34 (1.54%) Manufacturing
10 29 (1.32%) Telecoms
11 27 (1.23%) Front Office
11 27 (1.23%) Publishing
12 26 (1.18%) Back Office
13 24 (1.09%) Investment Banking
14 18 (0.82%) Games
15 17 (0.77%) Pharmaceutical
16 16 (0.73%) Financial Institution
17 10 (0.45%) Spanish Language
18 5 (0.23%) Japanese Language
Job Titles
1 452 (20.53%) Architect
2 303 (13.76%) Developer
3 302 (13.71%) Consultant
4 256 (11.63%) Analyst
5 141 (6.40%) Cloud Architect
6 124 (5.63%) Solutions Architect
7 111 (5.04%) DevOps Engineer
8 107 (4.86%) Project Manager
9 99 (4.50%) Business Analyst
10 91 (4.13%) Azure Architect
11 68 (3.09%) Administrator
12 64 (2.91%) DBA
13 60 (2.72%) SQL Developer
14 58 (2.63%) Infrastructure Engineer
15 56 (2.54%) SharePoint Developer
16 52 (2.36%) Enterprise Architect
17 49 (2.23%) Technical Architect
18 48 (2.18%) Senior Consultant
19 45 (2.04%) Cloud Consultant
19 45 (2.04%) Senior Architect
Libraries, Frameworks & Software Standards
1 301 (13.67%) .NET
2 217 (9.85%) Web Services
3 131 (5.95%) CSS
4 129 (5.86%) HTML
5 110 (5.00%) .NET Framework
6 109 (4.95%) ASP.NET
7 92 (4.18%) XML
8 81 (3.68%) WCF
9 79 (3.59%) AngularJS
10 73 (3.32%) Entity Framework
11 70 (3.18%) React
12 60 (2.72%) ASP.NET MVC
13 57 (2.59%) REST
14 54 (2.45%) JSON
15 53 (2.41%) Middleware
16 52 (2.36%) HTML5
17 44 (2.00%) SOAP
18 42 (1.91%) RESTful
19 41 (1.86%) Node.js
20 36 (1.63%) ASP.NET Web API
Miscellaneous
1 278 (12.62%) Data Centre
2 154 (6.99%) Analytical Skills
3 93 (4.22%) Public Cloud
4 90 (4.09%) Self-Motivation
5 86 (3.91%) Computer Science
6 81 (3.68%) Management Information System
7 76 (3.45%) User Experience
8 64 (2.91%) Fintech
8 64 (2.91%) Private Cloud
9 48 (2.18%) Enterprise Software
10 45 (2.04%) Replication
11 34 (1.54%) Data Protection Act
12 25 (1.14%) Algorithms
12 25 (1.14%) PMI
13 24 (1.09%) Clustering
13 24 (1.09%) Enterprise Cloud
13 24 (1.09%) Greenfield Project
14 23 (1.04%) Virtual Team
14 23 (1.04%) VxBlock/Vblock
15 20 (0.91%) Hedge funds
Operating Systems
1 501 (22.75%) Windows
2 317 (14.40%) Linux
3 263 (11.94%) Windows Server
4 121 (5.50%) Unix
5 94 (4.27%) Windows Server 2008
6 88 (4.00%) Windows Server 2012
7 78 (3.54%) Windows 10
8 77 (3.50%) Windows 7
9 32 (1.45%) Ubuntu
10 31 (1.41%) Mac OS X
11 28 (1.27%) Apple iOS
11 28 (1.27%) Red Hat Enterprise Linux
12 24 (1.09%) CentOS
13 17 (0.77%) Windows 8
14 11 (0.50%) Solaris
15 9 (0.41%) Android
15 9 (0.41%) VMS
15 9 (0.41%) Windows Server 2003
16 6 (0.27%) Oracle Linux
16 6 (0.27%) Windows Vista
Processes & Methodologies
1 602 (27.34%) Agile Software Development
2 459 (20.84%) Data Migration
3 375 (17.03%) DevOps
4 252 (11.44%) Scrum
5 243 (11.04%) Project Management
6 214 (9.72%) Problem-Solving
7 204 (9.26%) Stakeholder Management
8 202 (9.17%) Presales
9 178 (8.08%) ITIL
10 172 (7.81%) CRM
11 166 (7.54%) Analytics
12 162 (7.36%) Business Intelligence
13 122 (5.54%) High Availability
14 117 (5.31%) ETL
15 116 (5.27%) SDLC
16 115 (5.22%) Continuous Improvement
17 114 (5.18%) Continuous Integration
18 113 (5.13%) Data Modelling
19 112 (5.09%) Disaster Recovery
19 112 (5.09%) PRINCE2
Programming Languages
1 558 (25.34%) SQL
2 273 (12.40%) PowerShell
3 215 (9.76%) C#
4 208 (9.45%) JavaScript
5 201 (9.13%) Python
6 171 (7.77%) Java
7 91 (4.13%) T-SQL
8 70 (3.18%) Bash Shell
9 59 (2.68%) Ruby
10 49 (2.23%) PHP
11 43 (1.95%) Perl
12 37 (1.68%) Apex Code
13 35 (1.59%) C
13 35 (1.59%) PL/SQL
14 33 (1.50%) VB
15 23 (1.04%) Shell Script
16 20 (0.91%) R
16 20 (0.91%) VBA
17 19 (0.86%) Scala
17 19 (0.86%) VBScript
Qualifications
1 275 (12.49%) Degree
2 139 (6.31%) Microsoft Certification
3 58 (2.63%) CISSP
3 58 (2.63%) Security Cleared
4 45 (2.04%) CISM
5 42 (1.91%) MCSE
6 37 (1.68%) Computer Science Degree
7 35 (1.59%) PRINCE2 Certification
8 34 (1.54%) TOGAF Certification
9 30 (1.36%) PMI Certification
10 25 (1.14%) Cisco Certification
11 24 (1.09%) AWS Certification
11 24 (1.09%) VCDX
12 23 (1.04%) Master's Degree
12 23 (1.04%) MCITP
13 22 (1.00%) MCAD
13 22 (1.00%) MCPD
13 22 (1.00%) MCSA
13 22 (1.00%) MCSD
13 22 (1.00%) MCTS
Quality Assurance & Compliance
1 73 (3.32%) QA
2 60 (2.72%) Data Quality
3 58 (2.63%) GDPR
4 51 (2.32%) ISO/IEC 27001
5 34 (1.54%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
6 25 (1.14%) SLA
7 11 (0.50%) PMO
8 10 (0.45%) GCP
9 9 (0.41%) IFRS
9 9 (0.41%) PCI DSS
10 8 (0.36%) IFRS 9
10 8 (0.36%) MiFID
10 8 (0.36%) Sarbanes-Oxley
11 7 (0.32%) Dodd-Frank
11 7 (0.32%) FATCA
11 7 (0.32%) Solvency II
12 3 (0.14%) COBIT
12 3 (0.14%) GxP
13 2 (0.091%) Basel III
14 1 (0.045%) SEPA
System Software
1 347 (15.76%) Active Directory
2 186 (8.45%) VMware Infrastructure
3 161 (7.31%) Docker
4 109 (4.95%) Hyper-V
5 46 (2.09%) VMware NSX
6 45 (2.04%) vSphere
7 44 (2.00%) XenApp
8 39 (1.77%) XenDesktop
9 30 (1.36%) Virtual Desktop
9 30 (1.36%) VMware ESXi
10 29 (1.32%) Microsoft App-V
11 26 (1.18%) HDFS
12 13 (0.59%) Virtual Machines
13 7 (0.32%) Oracle RAC
14 6 (0.27%) BitLocker
15 5 (0.23%) Terminal Services
16 4 (0.18%) KVM
17 3 (0.14%) Apache Flume
17 3 (0.14%) vCloud
17 3 (0.14%) XenServer
Systems Management
1 143 (6.49%) Puppet
2 106 (4.81%) Ansible
3 93 (4.22%) Opscode Chef
4 82 (3.72%) SCCM
5 81 (3.68%) Kubernetes
6 62 (2.82%) Terraform
7 36 (1.63%) vRealize
8 35 (1.59%) SCOM
9 27 (1.23%) Microsoft Intune
10 23 (1.04%) AirWatch
11 20 (0.91%) Single Sign-On
12 14 (0.64%) HP Quality Center
13 12 (0.54%) Salt
14 11 (0.50%) Nagios
15 10 (0.45%) Symantec Enterprise Vault
16 9 (0.41%) Data Guard
16 9 (0.41%) Failover Clustering
16 9 (0.41%) FortiGate
17 8 (0.36%) BladeLogic
17 8 (0.36%) Control-M
Vendors
1 664 (30.15%) Microsoft
2 292 (13.26%) VMware
3 199 (9.04%) Oracle
4 149 (6.77%) Google
5 143 (6.49%) Cisco
6 138 (6.27%) Citrix
7 117 (5.31%) Salesforce.com
8 90 (4.09%) SAP
9 61 (2.77%) HP
10 55 (2.50%) EMC
11 51 (2.32%) Red Hat
12 44 (2.00%) IBM
13 41 (1.86%) NetApp
14 38 (1.73%) Cognizant
15 36 (1.63%) Splunk
16 32 (1.45%) Lotus
16 32 (1.45%) Tableau
17 31 (1.41%) Dell
18 30 (1.36%) F5
18 30 (1.36%) Sybase