Period
to 25 September 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 25 September 2018 with a comparison to the same period in the previous 2 years.

Migration
England > London
6 months to
25 Sep 2018
Same period 2017 Same period 2016
Rank 106 120 122
Rank change year-on-year +14 +2 +21
Permanent jobs citing Migration 2,143 2,122 2,043
As % of all permanent IT jobs advertised in London 3.11% 2.83% 2.63%
As % of the Processes & Methodologies category 3.39% 3.05% 2.85%
Number of salaries quoted 1,650 1,553 1,685
London median annual salary £65,000 £65,000 £55,000
Median salary % change year-on-year - +18.18% -4.35%
10th Percentile £40,000 £41,250 £36,850
90th Percentile £92,500 £93,750 £90,000
England median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -

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 63,140 69,491 71,712
As % of all permanent IT jobs advertised in London 91.73% 92.78% 92.16%
Number of salaries quoted 50,561 53,186 62,078
London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +4.55%
10th Percentile £35,000 £35,000 £33,560
90th Percentile £95,000 £90,000 £87,500
England median annual salary £50,500 £50,000 £50,000
% change year-on-year +1.00% - +5.26%

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 25 September 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 25 September 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 +22 419 £65,000 +4.84% 82
West London +59 162 £55,000 +10.00% 43
South London +27 57 £51,000 +2.00% 8
North London +17 26 £55,000 +18.92% 5
East London -15 11 £69,725 +13.84% 9
Migration
England

For the 6 months to 25 September 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.

1 661 (30.84%) Finance
2 605 (28.23%) Microsoft
3 565 (26.36%) Agile Software Development
4 532 (24.83%) SQL
5 509 (23.75%) Microsoft Azure
6 475 (22.17%) Amazon AWS
7 447 (20.86%) Windows
8 439 (20.49%) Data Migration
9 411 (19.18%) SQL Server
10 364 (16.99%) Office 365
11 349 (16.29%) DevOps
12 308 (14.37%) Active Directory
13 292 (13.63%) Banking
14 283 (13.21%) PowerShell
15 275 (12.83%) VMware
16 270 (12.60%) .NET
17 248 (11.57%) Degree
18 244 (11.39%) Project Management
19 237 (11.06%) Linux
19 237 (11.06%) Data Centre
20 228 (10.64%) Stakeholder Management
21 222 (10.36%) Windows Server
22 219 (10.22%) Web Services
23 215 (10.03%) Scrum
24 202 (9.43%) Java
25 201 (9.38%) C#
26 195 (9.10%) Data Warehouse
27 190 (8.87%) Python
28 185 (8.63%) Problem-Solving
29 171 (7.98%) JavaScript

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
1 134 (6.25%) SharePoint
2 105 (4.90%) MS Exchange
3 73 (3.41%) Exchange Server 2013
4 64 (2.99%) Skype for Business
5 57 (2.66%) IIS
6 46 (2.15%) SharePoint 2013
7 42 (1.96%) Exchange Server 2010
8 38 (1.77%) Apache
9 32 (1.49%) Apache Spark
9 32 (1.49%) CMS
10 30 (1.40%) Elasticsearch
11 29 (1.35%) Confluence
12 24 (1.12%) OpenStack
13 18 (0.84%) SAS
14 15 (0.70%) Blackberry Enterprise Server
14 15 (0.70%) Tomcat
15 14 (0.65%) Adobe Experience Manager
15 14 (0.65%) IBM Notes
15 14 (0.65%) JBoss
16 13 (0.61%) Exchange Server 2007
Applications
1 119 (5.55%) Microsoft Office
2 75 (3.50%) Microsoft Excel
3 36 (1.68%) Microsoft PowerPoint
4 28 (1.31%) MS Visio
5 13 (0.61%) Microsoft Project
6 10 (0.47%) InfoPath
7 6 (0.28%) SPSS
8 4 (0.19%) AutoCAD
8 4 (0.19%) ProjectWise
9 3 (0.14%) MicroStation
9 3 (0.14%) Revit
9 3 (0.14%) Snapchat
9 3 (0.14%) Spreadsheet
10 1 (0.047%) HipChat
Business Applications
1 48 (2.24%) Dynamics CRM
2 35 (1.63%) Salesforce.com CRM
3 18 (0.84%) Dynamics AX
4 14 (0.65%) SAP S/4HANA
5 12 (0.56%) Oracle EBS R12
5 12 (0.56%) Oracle ERP
6 11 (0.51%) NetSuite
6 11 (0.51%) Oracle Financials
6 11 (0.51%) Oracle Receivables
7 10 (0.47%) Oracle EBS
8 9 (0.42%) Oracle Assets
8 9 (0.42%) Oracle Cash Management
8 9 (0.42%) Oracle General Ledger
8 9 (0.42%) Oracle Payables
9 8 (0.37%) Workday HCM
10 7 (0.33%) Concordance
10 7 (0.33%) Eikon
10 7 (0.33%) Relativity
10 7 (0.33%) SAP ERP
11 6 (0.28%) Oracle Applications
Cloud Services
1 509 (23.75%) Microsoft Azure
2 475 (22.17%) Amazon AWS
3 364 (16.99%) Office 365
4 114 (5.32%) IaaS
5 101 (4.71%) SaaS
6 100 (4.67%) PaaS
7 68 (3.17%) Google Cloud Platform
8 49 (2.29%) Cloud Computing
9 44 (2.05%) Dynamics 365
10 39 (1.82%) Azure Active Directory
11 36 (1.68%) Serverless
12 31 (1.45%) Salesforce Service Cloud
13 28 (1.31%) IBM Cloud
14 27 (1.26%) G Suite
15 21 (0.98%) AWS Lambda
15 21 (0.98%) GitHub
16 19 (0.89%) Force.com
16 19 (0.89%) OpenShift
16 19 (0.89%) Salesforce Sales Cloud
17 18 (0.84%) Amazon S3
Communications & Networking
1 150 (7.00%) Firewall
2 108 (5.04%) DNS
3 97 (4.53%) SAN
4 85 (3.97%) LAN
5 82 (3.83%) WAN
6 55 (2.57%) Skype
7 54 (2.52%) TCP/IP
8 50 (2.33%) DHCP
9 44 (2.05%) NAS
9 44 (2.05%) VPN
10 37 (1.73%) Internet
11 34 (1.59%) Unified Communications
12 32 (1.49%) VLAN
13 27 (1.26%) SSL
14 25 (1.17%) Network Security
15 24 (1.12%) HTTP
15 24 (1.12%) Remote Desktop
16 19 (0.89%) NetScaler
17 17 (0.79%) Wi-Fi
18 16 (0.75%) WebEx
Database & Business Intelligence
1 411 (19.18%) SQL Server
2 195 (9.10%) Data Warehouse
3 170 (7.93%) SQL Server Integration Services
4 144 (6.72%) SQL Server Reporting Services
5 113 (5.27%) Big Data
6 98 (4.57%) SQL Server Analysis Services
7 95 (4.43%) Relational Database
8 67 (3.13%) NoSQL
9 61 (2.85%) MySQL
10 59 (2.75%) Hadoop
11 47 (2.19%) Power BI
12 41 (1.91%) PostgreSQL
13 37 (1.73%) MongoDB
14 35 (1.63%) SQL Server 2008
15 32 (1.49%) Oracle Database
16 31 (1.45%) Apache Hive
17 30 (1.40%) Data Lake
18 29 (1.35%) RDBMS
19 28 (1.31%) MS Access
19 28 (1.31%) SQL Server 2012
Development Applications
1 105 (4.90%) Team Foundation Server
2 96 (4.48%) Jenkins
3 74 (3.45%) Git (software)
4 72 (3.36%) TeamCity
5 61 (2.85%) JIRA
6 57 (2.66%) Visual Studio
7 43 (2.01%) Octopus Deploy
8 35 (1.63%) Maven
9 23 (1.07%) Visual Studio Team System
10 22 (1.03%) Selenium
11 17 (0.79%) Atlassian Bamboo
11 17 (0.79%) SQL Server Management Studio (SSMS)
12 14 (0.65%) Subversion
13 13 (0.61%) Cucumber
13 13 (0.61%) webpack
14 12 (0.56%) Bitbucket
14 12 (0.56%) JMeter
15 11 (0.51%) Mockito
16 10 (0.47%) Ant
16 10 (0.47%) JUnit
General
1 661 (30.84%) Finance
2 292 (13.63%) Banking
3 109 (5.09%) Retail
4 103 (4.81%) Marketing
5 64 (2.99%) Law
6 58 (2.71%) Front Office
7 55 (2.57%) Advertising
8 44 (2.05%) Corporate Banking
8 44 (2.05%) Retail Banking
9 37 (1.73%) Telecoms
10 35 (1.63%) Publishing
11 33 (1.54%) Private Banking
12 27 (1.26%) Legal
13 26 (1.21%) Investment Banking
14 21 (0.98%) Financial Institution
14 21 (0.98%) Manufacturing
15 13 (0.61%) Back Office
16 9 (0.42%) Games
17 7 (0.33%) Billing
18 6 (0.28%) Military
Job Titles
1 359 (16.75%) Developer
2 291 (13.58%) Architect
3 259 (12.09%) Consultant
4 225 (10.50%) Analyst
5 135 (6.30%) Project Manager
6 98 (4.57%) DevOps Engineer
7 93 (4.34%) Infrastructure Engineer
8 90 (4.20%) Business Analyst
9 87 (4.06%) SQL Developer
10 83 (3.87%) Solutions Architect
11 81 (3.78%) Cloud Architect
12 73 (3.41%) Programme Manager
13 70 (3.27%) DBA
14 69 (3.22%) Administrator
15 60 (2.80%) Senior Manager
16 58 (2.71%) Azure Architect
16 58 (2.71%) C# Developer
17 57 (2.66%) Business Intelligence Developer
18 56 (2.61%) IT Manager
18 56 (2.61%) SSIS Developer
Libraries, Frameworks & Software Standards
1 270 (12.60%) .NET
2 219 (10.22%) Web Services
3 130 (6.07%) HTML
4 109 (5.09%) CSS
5 89 (4.15%) .NET Framework
6 74 (3.45%) ASP.NET
7 72 (3.36%) AngularJS
8 68 (3.17%) Entity Framework
9 64 (2.99%) XML
10 50 (2.33%) RESTful
10 50 (2.33%) SOAP
11 49 (2.29%) HTML5
11 49 (2.29%) React
12 45 (2.10%) Vue.js
13 41 (1.91%) .NET Core
14 40 (1.87%) REST
15 39 (1.82%) Mason
16 36 (1.68%) ASP.NET Web API
17 35 (1.63%) Spring
18 32 (1.49%) Visualforce
Miscellaneous
1 237 (11.06%) Data Centre
2 157 (7.33%) Analytical Skills
3 98 (4.57%) Public Cloud
4 93 (4.34%) Computer Science
5 90 (4.20%) Self-Motivation
6 70 (3.27%) Greenfield Project
7 65 (3.03%) Fintech
7 65 (3.03%) Management Information System
8 53 (2.47%) User Experience
9 48 (2.24%) Algorithms
10 44 (2.05%) Enterprise Software
11 43 (2.01%) Clustering
12 40 (1.87%) Hybrid Cloud
12 40 (1.87%) Private Cloud
13 31 (1.45%) Replication
14 27 (1.26%) PKI
15 25 (1.17%) Data Structures
16 24 (1.12%) Enterprise Storage
17 22 (1.03%) Blackberry
18 20 (0.93%) Hedge funds
Operating Systems
1 447 (20.86%) Windows
2 237 (11.06%) Linux
3 222 (10.36%) Windows Server
4 117 (5.46%) Windows Server 2008
5 99 (4.62%) Unix
6 87 (4.06%) Windows Server 2012
7 69 (3.22%) Windows 10
8 64 (2.99%) Windows 7
9 25 (1.17%) Red Hat Enterprise Linux
10 20 (0.93%) Windows 8
11 17 (0.79%) Mac OS X
12 15 (0.70%) Windows Vista
13 13 (0.61%) Android
13 13 (0.61%) Apple iOS
13 13 (0.61%) CentOS
14 9 (0.42%) Windows Phone
14 9 (0.42%) Windows XP
15 8 (0.37%) Solaris
15 8 (0.37%) VMS
15 8 (0.37%) Windows Server 2003
Processes & Methodologies
1 565 (26.36%) Agile Software Development
2 439 (20.49%) Data Migration
3 349 (16.29%) DevOps
4 244 (11.39%) Project Management
5 228 (10.64%) Stakeholder Management
6 215 (10.03%) Scrum
7 185 (8.63%) Problem-Solving
8 169 (7.89%) Business Intelligence
9 153 (7.14%) ITIL
10 141 (6.58%) Analytics
11 139 (6.49%) Presales
12 135 (6.30%) ETL
13 133 (6.21%) High Availability
14 130 (6.07%) CRM
14 130 (6.07%) Infrastructure Engineering
15 126 (5.88%) Data Management
16 113 (5.27%) PRINCE2
17 110 (5.13%) Mentoring
18 100 (4.67%) Continuous Integration
19 93 (4.34%) Microservices
Programming Languages
1 532 (24.83%) SQL
2 283 (13.21%) PowerShell
3 202 (9.43%) Java
4 201 (9.38%) C#
5 190 (8.87%) Python
6 171 (7.98%) JavaScript
7 116 (5.41%) T-SQL
8 56 (2.61%) Bash Shell
9 51 (2.38%) Perl
10 48 (2.24%) PHP
10 48 (2.24%) Ruby
11 37 (1.73%) C++
12 36 (1.68%) Apex Code
13 35 (1.63%) PL/SQL
14 34 (1.59%) VB
15 33 (1.54%) Java 8
16 24 (1.12%) C
16 24 (1.12%) VBScript
17 22 (1.03%) VBA
18 20 (0.93%) ES6
Qualifications
1 248 (11.57%) Degree
2 132 (6.16%) Microsoft Certification
3 73 (3.41%) MCSE
4 59 (2.75%) Security Cleared
5 49 (2.29%) Computer Science Degree
6 46 (2.15%) PRINCE2 Certification
7 38 (1.77%) MCSA
8 25 (1.17%) SC Cleared
9 21 (0.98%) Cisco Certification
9 21 (0.98%) VMware Certified Professional (VCP)
10 20 (0.93%) AWS Certification
10 20 (0.93%) MCITP
10 20 (0.93%) PMI Certification
11 19 (0.89%) ITIL Certification
12 17 (0.79%) Master's Degree
12 17 (0.79%) MCP
12 17 (0.79%) TOGAF Certification
13 16 (0.75%) ISTQB
13 16 (0.75%) PMP
14 15 (0.70%) CCNA
Quality Assurance & Compliance
1 73 (3.41%) Data Quality
2 56 (2.61%) QA
3 35 (1.63%) GDPR
4 16 (0.75%) SLA
5 15 (0.70%) IFRS
6 14 (0.65%) Dodd-Frank
6 14 (0.65%) Solvency II
7 12 (0.56%) IFRS 9
8 11 (0.51%) FATCA
9 6 (0.28%) ISO/IEC 20000
9 6 (0.28%) PCI DSS
9 6 (0.28%) PMO
10 4 (0.19%) ISO/IEC 27001
10 4 (0.19%) PSD2
11 3 (0.14%) Sarbanes-Oxley
12 2 (0.093%) Basel III
13 1 (0.047%) GxP
13 1 (0.047%) MiFID
13 1 (0.047%) PMBOK
13 1 (0.047%) SEPA
System Software
1 308 (14.37%) Active Directory
2 151 (7.05%) VMware Infrastructure
3 142 (6.63%) Docker
4 138 (6.44%) Hyper-V
5 46 (2.15%) XenApp
6 41 (1.91%) vSphere
7 23 (1.07%) XenDesktop
8 20 (0.93%) VMware ESXi
9 18 (0.84%) HDFS
10 14 (0.65%) Microsoft App-V
11 11 (0.51%) VMware NSX
12 9 (0.42%) Citrix Presentation Server
12 9 (0.42%) Terminal Services
13 8 (0.37%) Virtual Servers
14 7 (0.33%) Oracle RAC
14 7 (0.33%) Virtual Machines
15 6 (0.28%) KVM
15 6 (0.28%) VMware Workstation
16 5 (0.23%) Varnish
16 5 (0.23%) XenServer
Systems Management
1 108 (5.04%) Puppet
2 84 (3.92%) Ansible
3 83 (3.87%) SCCM
4 72 (3.36%) Kubernetes
5 60 (2.80%) Opscode Chef
6 48 (2.24%) Terraform
7 30 (1.40%) SCOM
8 17 (0.79%) Norton AntiVirus
9 15 (0.70%) vRealize
10 14 (0.65%) Failover Clustering
10 14 (0.65%) HP UCMDB
10 14 (0.65%) Microsoft Intune
11 11 (0.51%) Docker Swarm
12 10 (0.47%) Microsoft Clustering
12 10 (0.47%) Packer
13 9 (0.42%) Single Sign-On
13 9 (0.42%) Symantec Enterprise Vault
13 9 (0.42%) WSUS
14 8 (0.37%) AirWatch
15 7 (0.33%) Salt
Vendors
1 605 (28.23%) Microsoft
2 275 (12.83%) VMware
3 153 (7.14%) Oracle
4 146 (6.81%) Citrix
5 129 (6.02%) Salesforce.com
6 114 (5.32%) Google
7 101 (4.71%) Cisco
8 81 (3.78%) SAP
9 52 (2.43%) IBM
10 41 (1.91%) Red Hat
11 39 (1.82%) Tableau
12 34 (1.59%) HP
12 34 (1.59%) Symantec
13 33 (1.54%) Cognizant
14 31 (1.45%) Informatica
15 29 (1.35%) Atlassian
16 27 (1.26%) Talend
17 24 (1.12%) Pega
18 21 (0.98%) ServiceNow
19 20 (0.93%) Adobe