Period
to 18 December 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 18 December 2018 with a comparison to the same period in the previous 2 years.

Migration
England > London
6 months to
18 Dec 2018
Same period 2017 Same period 2016
Rank 84 108 137
Rank change year-on-year +24 +29 -1
Permanent jobs citing Migration 2,384 2,207 1,855
As % of all permanent IT jobs advertised in London 3.59% 2.99% 2.52%
As % of the Processes & Methodologies category 3.91% 3.20% 2.73%
Number of salaries quoted 1,818 1,648 1,497
London median annual salary £62,500 £62,500 £57,500
Median salary % change year-on-year - +8.70% -
10th Percentile £40,000 £40,000 £36,250
90th Percentile £93,750 £96,250 £92,500
England median annual salary £58,125 £56,000 £51,500
% change year-on-year +3.79% +8.74% +3.00%

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 61,049 68,878 67,893
As % of all permanent IT jobs advertised in London 92.04% 93.29% 92.20%
Number of salaries quoted 49,239 53,874 58,159
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 £33,519
90th Percentile £95,000 £90,000 £90,000
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +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 18 December 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 18 December 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 +15 465 £65,000 +4.00% 75
West London +29 137 £55,000 +7.32% 41
South London +12 60 £52,500 +28.05% 14
North London +31 24 £55,000 +3.77% 2
East London +2 14 £51,750 -10.78% 14
Migration
England

For the 6 months to 18 December 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.

1 725 (30.41%) Microsoft
2 676 (28.36%) Finance
3 653 (27.39%) Agile Software Development
4 645 (27.06%) SQL
5 622 (26.09%) Microsoft Azure
6 571 (23.95%) Amazon AWS
7 487 (20.43%) Windows
8 476 (19.97%) Data Migration
9 440 (18.46%) SQL Server
10 396 (16.61%) Office 365
11 382 (16.02%) Active Directory
12 371 (15.56%) DevOps
13 327 (13.72%) PowerShell
14 310 (13.00%) Banking
15 291 (12.21%) Degree
16 287 (12.04%) VMware
17 281 (11.79%) .NET
18 273 (11.45%) Project Management
19 257 (10.78%) Windows Server
20 256 (10.74%) Problem-Solving
21 241 (10.11%) Java
22 235 (9.86%) Linux
23 233 (9.77%) C#
24 227 (9.52%) Data Warehouse
25 226 (9.48%) Analytics
26 224 (9.40%) Stakeholder Management
27 222 (9.31%) Data Centre
28 217 (9.10%) Business Intelligence
29 208 (8.72%) Python
30 195 (8.18%) Scrum

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
1 148 (6.21%) SharePoint
2 110 (4.61%) MS Exchange
3 55 (2.31%) CMS
4 53 (2.22%) IIS
5 46 (1.93%) Exchange Server 2013
6 44 (1.85%) Skype for Business
7 39 (1.64%) Apache Spark
8 29 (1.22%) OpenStack
9 25 (1.05%) Exchange Server 2010
10 24 (1.01%) Elasticsearch
11 20 (0.84%) Apache
11 20 (0.84%) Confluence
12 19 (0.80%) SAS
12 19 (0.80%) Sitecore CMS
13 18 (0.76%) Apache Solr
13 18 (0.76%) SharePoint 2013
14 16 (0.67%) WordPress
15 13 (0.55%) IBM Notes
16 11 (0.46%) DNN
16 11 (0.46%) SharePoint Server
Applications
1 122 (5.12%) Microsoft Office
2 84 (3.52%) Microsoft Excel
3 54 (2.27%) MS Visio
4 30 (1.26%) Microsoft PowerPoint
5 29 (1.22%) Microsoft Project
6 4 (0.17%) Adobe Premiere
6 4 (0.17%) SPSS
7 2 (0.084%) Snapchat
7 2 (0.084%) Windchill
8 1 (0.042%) 3ds Max
8 1 (0.042%) HipChat
8 1 (0.042%) InfoPath
8 1 (0.042%) MicroStation
8 1 (0.042%) Mingle
8 1 (0.042%) Photoshop
8 1 (0.042%) Revit
Business Applications
1 56 (2.35%) Dynamics CRM
2 26 (1.09%) Dynamics AX
3 19 (0.80%) Salesforce.com CRM
4 16 (0.67%) Oracle ERP
5 14 (0.59%) Dynamics NAV
5 14 (0.59%) Oracle EBS
5 14 (0.59%) Oracle EBS R12
5 14 (0.59%) Oracle Receivables
6 12 (0.50%) NetSuite
6 12 (0.50%) Oracle Payables
6 12 (0.50%) SAP S/4HANA
7 11 (0.46%) Oracle Applications
7 11 (0.46%) Oracle Assets
7 11 (0.46%) Oracle Cash Management
7 11 (0.46%) Oracle General Ledger
8 10 (0.42%) Oracle Financials
9 6 (0.25%) Epicor Tropos
9 6 (0.25%) Payment Gateway
9 6 (0.25%) SAP ERP
10 5 (0.21%) Northgate Housing
Cloud Services
1 622 (26.09%) Microsoft Azure
2 571 (23.95%) Amazon AWS
3 396 (16.61%) Office 365
4 127 (5.33%) IaaS
5 123 (5.16%) PaaS
6 112 (4.70%) SaaS
7 100 (4.19%) Google Cloud Platform
8 83 (3.48%) Azure Active Directory
9 46 (1.93%) Cloud Computing
10 41 (1.72%) Dynamics 365
11 39 (1.64%) Serverless
12 36 (1.51%) Amazon EC2
12 36 (1.51%) Amazon S3
12 36 (1.51%) Salesforce Service Cloud
13 33 (1.38%) G Suite
14 30 (1.26%) AWS Lambda
15 27 (1.13%) Salesforce Sales Cloud
16 19 (0.80%) Azure Data Factory
17 18 (0.76%) OneDrive
18 17 (0.71%) AWS CloudFormation
Communications & Networking
1 166 (6.96%) Firewall
2 126 (5.29%) DNS
3 76 (3.19%) SAN
4 72 (3.02%) DHCP
4 72 (3.02%) LAN
5 71 (2.98%) TCP/IP
6 62 (2.60%) WAN
7 57 (2.39%) Internet
8 52 (2.18%) VPN
9 50 (2.10%) Unified Communications
10 46 (1.93%) Skype
11 41 (1.72%) VLAN
12 38 (1.59%) HTTP
13 36 (1.51%) SSL
14 30 (1.26%) Intranet
15 26 (1.09%) NAS
16 24 (1.01%) Wireless
17 22 (0.92%) Network Security
17 22 (0.92%) Remote Desktop
18 21 (0.88%) VoIP
Database & Business Intelligence
1 440 (18.46%) SQL Server
2 227 (9.52%) Data Warehouse
3 189 (7.93%) SQL Server Integration Services
4 148 (6.21%) SQL Server Reporting Services
5 115 (4.82%) Big Data
6 100 (4.19%) SQL Server Analysis Services
7 88 (3.69%) Relational Database
8 87 (3.65%) MySQL
9 86 (3.61%) Power BI
10 63 (2.64%) NoSQL
11 57 (2.39%) Hadoop
12 48 (2.01%) SQL Server 2008
13 42 (1.76%) Cosmos DB
14 40 (1.68%) PostgreSQL
15 39 (1.64%) MongoDB
16 34 (1.43%) Azure SQL Database
17 33 (1.38%) Data Lake
17 33 (1.38%) Oracle Database
17 33 (1.38%) SQL Server 2012
18 32 (1.34%) Amazon Redshift
Development Applications
1 97 (4.07%) Git (software)
2 91 (3.82%) Jenkins
3 78 (3.27%) Team Foundation Server
4 71 (2.98%) JIRA
5 66 (2.77%) Visual Studio
6 57 (2.39%) TeamCity
7 34 (1.43%) Maven
7 34 (1.43%) Octopus Deploy
8 31 (1.30%) ERwin
9 28 (1.17%) Subversion
10 23 (0.96%) ER Studio
11 19 (0.80%) Atlassian Bamboo
12 17 (0.71%) Visual Studio Team System
13 12 (0.50%) Bitbucket
13 12 (0.50%) Mockito
14 10 (0.42%) Oracle Forms
14 10 (0.42%) Selenium
15 9 (0.38%) Ant
15 9 (0.38%) JUnit
16 8 (0.34%) Toad
General
1 676 (28.36%) Finance
2 310 (13.00%) Banking
3 143 (6.00%) Retail
4 128 (5.37%) Marketing
5 83 (3.48%) Front Office
6 80 (3.36%) Law
7 55 (2.31%) Telecoms
8 51 (2.14%) Advertising
9 46 (1.93%) Private Banking
10 45 (1.89%) Publishing
11 43 (1.80%) Legal
12 40 (1.68%) Investment Banking
13 33 (1.38%) Retail Banking
14 24 (1.01%) Corporate Banking
15 23 (0.96%) Financial Institution
16 20 (0.84%) Back Office
17 17 (0.71%) Manufacturing
18 11 (0.46%) Billing
19 8 (0.34%) General Ledger
20 7 (0.29%) Games
Job Titles
1 409 (17.16%) Developer
2 368 (15.44%) Architect
3 265 (11.12%) Analyst
4 226 (9.48%) Consultant
5 140 (5.87%) Project Manager
6 139 (5.83%) Solutions Architect
7 132 (5.54%) Cloud Architect
8 125 (5.24%) Business Analyst
9 117 (4.91%) Infrastructure Engineer
10 109 (4.57%) Administrator
11 95 (3.98%) Azure Architect
12 94 (3.94%) SQL Developer
13 90 (3.78%) C# Developer
14 86 (3.61%) AWS Architect
15 77 (3.23%) Programme Manager
15 77 (3.23%) Senior Manager
16 71 (2.98%) DevOps Engineer
17 69 (2.89%) .NET Developer
18 64 (2.68%) Senior Developer
19 59 (2.47%) DBA
Libraries, Frameworks & Software Standards
1 281 (11.79%) .NET
2 186 (7.80%) Web Services
3 153 (6.42%) HTML
4 93 (3.90%) CSS
5 79 (3.31%) ASP.NET
6 77 (3.23%) SOAP
7 75 (3.15%) HTML5
8 71 (2.98%) AngularJS
9 66 (2.77%) REST
10 62 (2.60%) .NET Core
11 56 (2.35%) .NET Framework
11 56 (2.35%) RESTful
12 49 (2.06%) ASP.NET Web API
13 46 (1.93%) Spring
14 45 (1.89%) JMS
15 44 (1.85%) Middleware
16 43 (1.80%) Vue.js
17 37 (1.55%) React
18 31 (1.30%) Visualforce
18 31 (1.30%) XML
Miscellaneous
1 222 (9.31%) Data Centre
2 181 (7.59%) Analytical Skills
3 119 (4.99%) Public Cloud
4 115 (4.82%) Greenfield Project
5 109 (4.57%) Self-Motivation
6 89 (3.73%) Management Information System
7 78 (3.27%) Hybrid Cloud
8 61 (2.56%) User Experience
9 57 (2.39%) Private Cloud
10 49 (2.06%) Fintech
11 48 (2.01%) Replication
12 47 (1.97%) Clustering
13 41 (1.72%) PKI
14 35 (1.47%) Derivative
14 35 (1.47%) Enterprise Software
15 30 (1.26%) Hedge funds
16 29 (1.22%) Fixed Income
17 26 (1.09%) Enterprise Storage
18 25 (1.05%) Enterprise Cloud
19 23 (0.96%) Mobile App
Operating Systems
1 487 (20.43%) Windows
2 257 (10.78%) Windows Server
3 235 (9.86%) Linux
4 116 (4.87%) Windows 10
5 109 (4.57%) Unix
6 104 (4.36%) Windows Server 2008
7 96 (4.03%) Windows Server 2012
8 71 (2.98%) Windows 7
9 28 (1.17%) Mac OS X
10 25 (1.05%) Android
11 21 (0.88%) Solaris
12 17 (0.71%) Windows Server 2003
13 15 (0.63%) Apple iOS
13 15 (0.63%) Red Hat Enterprise Linux
14 12 (0.50%) CentOS
14 12 (0.50%) Windows 8
14 12 (0.50%) Windows XP
15 10 (0.42%) Windows Phone
15 10 (0.42%) Windows Vista
16 8 (0.34%) Windows Mobile
Processes & Methodologies
1 653 (27.39%) Agile Software Development
2 476 (19.97%) Data Migration
3 371 (15.56%) DevOps
4 273 (11.45%) Project Management
5 256 (10.74%) Problem-Solving
6 226 (9.48%) Analytics
7 224 (9.40%) Stakeholder Management
8 217 (9.10%) Business Intelligence
9 195 (8.18%) Scrum
10 188 (7.89%) ETL
11 171 (7.17%) Infrastructure Engineering
12 167 (7.01%) ITIL
13 144 (6.04%) Presales
14 133 (5.58%) Computer Science
14 133 (5.58%) CRM
15 132 (5.54%) Data Modelling
16 131 (5.49%) Microservices
16 131 (5.49%) SDLC
17 129 (5.41%) Data Management
18 128 (5.37%) Software Engineering
Programming Languages
1 645 (27.06%) SQL
2 327 (13.72%) PowerShell
3 241 (10.11%) Java
4 233 (9.77%) C#
5 208 (8.72%) Python
6 179 (7.51%) JavaScript
7 156 (6.54%) T-SQL
8 68 (2.85%) PHP
9 61 (2.56%) C++
10 59 (2.47%) Bash Shell
11 47 (1.97%) PL/SQL
12 43 (1.80%) Ruby
12 43 (1.80%) VB.NET
13 35 (1.47%) VB
14 32 (1.34%) Apex Code
14 32 (1.34%) Java 8
15 29 (1.22%) Perl
16 28 (1.17%) Shell Script
17 21 (0.88%) VBScript
18 19 (0.80%) Scala
Qualifications
1 291 (12.21%) Degree
2 115 (4.82%) Microsoft Certification
3 76 (3.19%) Computer Science Degree
3 76 (3.19%) MCSE
4 69 (2.89%) Security Cleared
5 39 (1.64%) SC Cleared
6 38 (1.59%) Cisco Certification
7 36 (1.51%) MCSA
8 34 (1.43%) ITIL Certification
9 30 (1.26%) PRINCE2 Certification
10 28 (1.17%) CCNA
10 28 (1.17%) PMI Certification
11 26 (1.09%) PMP
12 22 (0.92%) MBA
13 21 (0.88%) AWS Certification
14 18 (0.76%) Master's Degree
15 16 (0.67%) MCP
15 16 (0.67%) Numerate Degree
16 14 (0.59%) CCNP
17 13 (0.55%) DV Cleared
Quality Assurance & Compliance
1 89 (3.73%) Data Quality
2 57 (2.39%) QA
3 56 (2.35%) GDPR
4 28 (1.17%) Solvency II
5 25 (1.05%) SLA
6 22 (0.92%) Dodd-Frank
7 21 (0.88%) IFRS
8 15 (0.63%) FATCA
9 12 (0.50%) IFRS 9
10 10 (0.42%) ISO/IEC 20000
11 8 (0.34%) ISO/IEC 27001
12 7 (0.29%) PCI DSS
12 7 (0.29%) PMO
13 6 (0.25%) PSD2
14 4 (0.17%) Basel III
15 3 (0.13%) CRD IV
16 2 (0.084%) ISO 20022
16 2 (0.084%) Sarbanes-Oxley
17 1 (0.042%) FINRA
17 1 (0.042%) SEPA
System Software
1 382 (16.02%) Active Directory
2 190 (7.97%) VMware Infrastructure
3 154 (6.46%) Hyper-V
4 117 (4.91%) Docker
5 54 (2.27%) XenApp
6 37 (1.55%) vSphere
7 19 (0.80%) VMware ESXi
7 19 (0.80%) XenDesktop
8 18 (0.76%) VMware Workstation
9 17 (0.71%) Virtual Machines
10 14 (0.59%) HDFS
11 12 (0.50%) Microsoft App-V
12 11 (0.46%) Terminal Services
13 9 (0.38%) Citrix Presentation Server
14 8 (0.34%) Virtual Desktop
15 4 (0.17%) BitLocker
15 4 (0.17%) Varnish
15 4 (0.17%) VirtualBox
16 2 (0.084%) VMware NSX
16 2 (0.084%) XenServer
Systems Management
1 143 (6.00%) Puppet
2 109 (4.57%) Ansible
3 104 (4.36%) SCCM
4 94 (3.94%) Terraform
5 92 (3.86%) Kubernetes
6 89 (3.73%) Opscode Chef
7 34 (1.43%) SCOM
8 27 (1.13%) Failover Clustering
9 16 (0.67%) Salt
10 15 (0.63%) Microsoft Intune
10 15 (0.63%) Norton AntiVirus
11 14 (0.59%) Backup Exec
12 12 (0.50%) HP SIM
13 11 (0.46%) Single Sign-On
14 10 (0.42%) Docker Swarm
14 10 (0.42%) Microsoft Clustering
14 10 (0.42%) Packer
15 8 (0.34%) AirWatch
15 8 (0.34%) Cisco CUCM
15 8 (0.34%) WSUS
Vendors
1 725 (30.41%) Microsoft
2 287 (12.04%) VMware
3 180 (7.55%) Oracle
4 157 (6.59%) Citrix
5 151 (6.33%) Google
6 105 (4.40%) Salesforce.com
7 100 (4.19%) Cisco
8 76 (3.19%) SAP
9 55 (2.31%) Tableau
10 50 (2.10%) IBM
11 46 (1.93%) Cognizant
12 36 (1.51%) Pega
13 35 (1.47%) NetApp
14 31 (1.30%) HP
14 31 (1.30%) Informatica
14 31 (1.30%) Red Hat
14 31 (1.30%) Symantec
15 30 (1.26%) Talend
16 25 (1.05%) Adobe
17 24 (1.01%) Dell