Period
to 18 April 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 18 April 2019 with a comparison to the same period in the previous 2 years.

Migration
England > London
6 months to
18 Apr 2019
Same period 2018 Same period 2017
Rank 82 99 132
Rank change year-on-year +17 +33 -3
Permanent jobs citing Migration 2,296 2,231 1,765
As % of all permanent IT jobs advertised in London 3.78% 3.19% 2.56%
As % of the Processes & Methodologies category 4.10% 3.44% 2.78%
Number of salaries quoted 1,650 1,675 1,400
London median annual salary £62,500 £65,000 £62,500
Median salary % change year-on-year -3.85% +4.00% +8.70%
10th Percentile £40,675 £42,500 £37,629
90th Percentile £95,000 £100,000 £93,750
England median annual salary £57,500 £60,000 £52,500
% change year-on-year -4.17% +14.29% +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 55,969 64,931 63,551
As % of all permanent IT jobs advertised in London 92.04% 92.75% 92.16%
Number of salaries quoted 45,196 53,246 53,344
London median annual salary £62,500 £60,000 £60,000
Median salary % change year-on-year +4.17% - +9.09%
10th Percentile £36,250 £35,000 £33,750
90th Percentile £95,000 £92,500 £90,000
England median annual salary £52,500 £50,000 £49,000
% change year-on-year +5.00% +2.04% +3.16%

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 April 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 18 April 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 +17 484 £62,500 -3.85% 48
West London +12 85 £52,500 -8.70% 14
South London +9 48 £64,713 +29.43% 2
East London +33 28 £51,000 +2.00% 4
North London +22 19 £77,500 +40.91%
Migration
England

For the 6 months to 18 April 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.

1 716 (31.18%) Microsoft
2 681 (29.66%) Microsoft Azure
3 649 (28.27%) Agile Software Development
4 610 (26.57%) SQL
5 607 (26.44%) Finance
5 607 (26.44%) Amazon AWS
6 560 (24.39%) Data Migration
7 444 (19.34%) Windows
8 441 (19.21%) DevOps
9 381 (16.59%) SQL Server
10 371 (16.16%) Office 365
11 347 (15.11%) Active Directory
12 294 (12.80%) Degree
13 289 (12.59%) PowerShell
14 278 (12.11%) Project Management
15 269 (11.72%) Problem-Solving
16 261 (11.37%) VMware
17 249 (10.84%) Linux
17 249 (10.84%) Banking
18 248 (10.80%) Analytics
19 246 (10.71%) Data Warehouse
20 240 (10.45%) Java
20 240 (10.45%) Windows Server
21 238 (10.37%) Business Intelligence
22 223 (9.71%) .NET
23 222 (9.67%) Analytical Skills
24 215 (9.36%) Oracle
25 214 (9.32%) Stakeholder Management
26 213 (9.28%) Python
27 200 (8.71%) C#

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
1 177 (7.71%) SharePoint
2 79 (3.44%) MS Exchange
3 63 (2.74%) IIS
4 54 (2.35%) Skype for Business
5 53 (2.31%) CMS
6 46 (2.00%) Apache Spark
7 25 (1.09%) SAS
8 24 (1.05%) Adobe Experience Manager
9 23 (1.00%) Exchange Server 2013
10 21 (0.91%) Confluence
10 21 (0.91%) OpenStack
11 18 (0.78%) Apache
11 18 (0.78%) Exchange Server 2010
12 17 (0.74%) SharePoint 2010
13 16 (0.70%) WordPress
14 12 (0.52%) IBM Notes
15 11 (0.48%) SharePoint 2013
15 11 (0.48%) Sitecore CMS
16 9 (0.39%) DNN
16 9 (0.39%) Drupal
Applications
1 120 (5.23%) Microsoft Office
2 86 (3.75%) Microsoft Excel
3 36 (1.57%) MS Visio
4 22 (0.96%) Microsoft Project
5 19 (0.83%) Microsoft PowerPoint
6 5 (0.22%) InfoPath
7 4 (0.17%) Adobe Premiere
7 4 (0.17%) Spreadsheet
7 4 (0.17%) SPSS
7 4 (0.17%) Windchill
8 2 (0.087%) Mingle
9 1 (0.044%) 3ds Max
9 1 (0.044%) MicroStation
9 1 (0.044%) Photoshop
9 1 (0.044%) Revit
Business Applications
1 56 (2.44%) Dynamics CRM
2 22 (0.96%) Dynamics AX
3 21 (0.91%) SAP S/4HANA
4 13 (0.57%) NetSuite
5 10 (0.44%) Distributed Ledger
5 10 (0.44%) Unit4 Business World
6 9 (0.39%) Oracle EBS
7 8 (0.35%) Dynamics NAV
8 7 (0.30%) Dynamics GP
9 6 (0.26%) Payment Gateway
10 5 (0.22%) Lawson
10 5 (0.22%) Oracle Applications
11 4 (0.17%) ENOVIA
11 4 (0.17%) Oracle ERP
11 4 (0.17%) SAP Oil and Gas
11 4 (0.17%) SAP PLM
11 4 (0.17%) Teamcenter
12 3 (0.13%) Magento
12 3 (0.13%) SAP CO
12 3 (0.13%) SAP FI/CO
Cloud Services
1 681 (29.66%) Microsoft Azure
2 607 (26.44%) Amazon AWS
3 371 (16.16%) Office 365
4 132 (5.75%) IaaS
5 128 (5.57%) PaaS
6 123 (5.36%) Google Cloud Platform
7 95 (4.14%) SaaS
8 81 (3.53%) Azure Active Directory
9 61 (2.66%) Dynamics 365
10 57 (2.48%) Amazon EC2
11 53 (2.31%) Amazon S3
12 40 (1.74%) OneDrive
13 39 (1.70%) AWS CloudFormation
14 33 (1.44%) Serverless
15 30 (1.31%) Cloud Computing
16 27 (1.18%) AWS Lambda
17 25 (1.09%) Salesforce Service Cloud
18 24 (1.05%) Azure Data Factory
19 23 (1.00%) Virtual Private Cloud
20 21 (0.91%) Apigee
Communications & Networking
1 143 (6.23%) DNS
2 122 (5.31%) Firewall
3 117 (5.10%) DHCP
4 70 (3.05%) TCP/IP
5 64 (2.79%) SAN
5 64 (2.79%) Skype
6 52 (2.26%) Internet
7 51 (2.22%) LAN
8 45 (1.96%) WAN
9 40 (1.74%) VPN
10 39 (1.70%) SSL
10 39 (1.70%) Unified Communications
11 33 (1.44%) Wireless
12 32 (1.39%) VoIP
13 29 (1.26%) Intranet
14 23 (1.00%) BGP
14 23 (1.00%) VLAN
15 21 (0.91%) HTTP
16 19 (0.83%) MPLS
17 17 (0.74%) NAS
Database & Business Intelligence
1 381 (16.59%) SQL Server
2 246 (10.71%) Data Warehouse
3 165 (7.19%) SQL Server Integration Services
4 155 (6.75%) SQL Server Reporting Services
5 130 (5.66%) Big Data
6 107 (4.66%) Relational Database
7 96 (4.18%) Power BI
8 85 (3.70%) SQL Server Analysis Services
9 67 (2.92%) MySQL
10 61 (2.66%) Hadoop
11 46 (2.00%) Oracle Database
12 44 (1.92%) RDBMS
13 43 (1.87%) Amazon Redshift
14 40 (1.74%) Azure SQL Database
15 37 (1.61%) SQL Server 2008
16 36 (1.57%) NoSQL
16 36 (1.57%) SQL Server 2016
17 35 (1.52%) PostgreSQL
18 33 (1.44%) SQL Server 2012
19 31 (1.35%) Cosmos DB
Development Applications
1 97 (4.22%) Git (software)
2 80 (3.48%) JIRA
3 76 (3.31%) Jenkins
4 65 (2.83%) Visual Studio
5 51 (2.22%) Team Foundation Server
6 24 (1.05%) ER Studio
6 24 (1.05%) ERwin
7 22 (0.96%) Mercurial
8 19 (0.83%) Atlassian Bamboo
8 19 (0.83%) Octopus Deploy
8 19 (0.83%) Subversion
9 18 (0.78%) TeamCity
10 17 (0.74%) Maven
10 17 (0.74%) Selenium
11 16 (0.70%) Oracle Forms
11 16 (0.70%) Visual Studio Team System
12 15 (0.65%) Toad
13 10 (0.44%) SQL Server Management Studio (SSMS)
14 8 (0.35%) JMeter
14 8 (0.35%) MSI
General
1 607 (26.44%) Finance
2 249 (10.84%) Banking
3 129 (5.62%) Retail
4 123 (5.36%) Marketing
5 62 (2.70%) Law
6 55 (2.40%) Front Office
7 49 (2.13%) Advertising
8 48 (2.09%) Telecoms
9 46 (2.00%) Legal
10 45 (1.96%) Investment Banking
11 44 (1.92%) Publishing
12 34 (1.48%) Financial Institution
13 23 (1.00%) Back Office
14 19 (0.83%) Retail Banking
15 14 (0.61%) Manufacturing
16 9 (0.39%) Corporate Banking
17 8 (0.35%) Pharmaceutical
18 7 (0.30%) Games
18 7 (0.30%) Local Government
19 6 (0.26%) Billing
Job Titles
1 427 (18.60%) Architect
2 316 (13.76%) Developer
3 257 (11.19%) Analyst
4 224 (9.76%) Consultant
5 172 (7.49%) Cloud Architect
6 149 (6.49%) Solutions Architect
7 146 (6.36%) Project Manager
8 120 (5.23%) Business Analyst
9 102 (4.44%) Infrastructure Engineer
10 92 (4.01%) Azure Architect
11 86 (3.75%) Administrator
11 86 (3.75%) AWS Architect
11 86 (3.75%) DevOps Engineer
12 69 (3.01%) Cloud Solutions Architect
12 69 (3.01%) SQL Developer
13 68 (2.96%) Lead Architect
14 63 (2.74%) Data Architect
15 62 (2.70%) C# Developer
16 58 (2.53%) Senior Manager
17 56 (2.44%) Technical Architect
Libraries, Frameworks & Software Standards
1 223 (9.71%) .NET
2 179 (7.80%) Web Services
3 104 (4.53%) HTML
4 78 (3.40%) RESTful
5 63 (2.74%) REST
6 60 (2.61%) CSS
7 52 (2.26%) ASP.NET
8 50 (2.18%) XML
9 48 (2.09%) HTML5
10 46 (2.00%) SOAP
11 43 (1.87%) .NET Framework
12 42 (1.83%) ASP.NET Web API
13 37 (1.61%) AngularJS
14 36 (1.57%) Kafka
15 33 (1.44%) jQuery
15 33 (1.44%) JSON
16 31 (1.35%) Middleware
17 30 (1.31%) .NET Core
18 26 (1.13%) JMS
18 26 (1.13%) Spring
Miscellaneous
1 222 (9.67%) Analytical Skills
2 185 (8.06%) Data Centre
3 125 (5.44%) Public Cloud
4 102 (4.44%) Self-Motivation
5 96 (4.18%) Fintech
6 91 (3.96%) Management Information System
7 76 (3.31%) Hybrid Cloud
8 66 (2.87%) Greenfield Project
9 62 (2.70%) User Experience
10 54 (2.35%) Replication
11 52 (2.26%) Private Cloud
12 51 (2.22%) Clustering
13 45 (1.96%) Enterprise Software
14 42 (1.83%) Cloud Native
15 39 (1.70%) Social Media
16 35 (1.52%) Derivative
16 35 (1.52%) PKI
17 31 (1.35%) Reinsurance
18 27 (1.18%) Foreign Exchange (FX)
19 22 (0.96%) Fixed Income
Operating Systems
1 444 (19.34%) Windows
2 249 (10.84%) Linux
3 240 (10.45%) Windows Server
4 109 (4.75%) Windows Server 2012
5 108 (4.70%) Windows 10
6 98 (4.27%) Windows Server 2008
7 82 (3.57%) Unix
8 44 (1.92%) Windows 7
9 20 (0.87%) Android
10 18 (0.78%) Mac OS X
10 18 (0.78%) Windows Server 2003
11 16 (0.70%) Red Hat Enterprise Linux
12 13 (0.57%) Solaris
13 12 (0.52%) Apple iOS
13 12 (0.52%) CentOS
14 10 (0.44%) Windows Mobile
15 7 (0.30%) Ubuntu
16 5 (0.22%) SUSE
16 5 (0.22%) Windows XP
17 3 (0.13%) Windows 8
Processes & Methodologies
1 649 (28.27%) Agile Software Development
2 560 (24.39%) Data Migration
3 441 (19.21%) DevOps
4 278 (12.11%) Project Management
5 269 (11.72%) Problem-Solving
6 248 (10.80%) Analytics
7 238 (10.37%) Business Intelligence
8 214 (9.32%) Stakeholder Management
9 199 (8.67%) Microservices
10 196 (8.54%) ETL
11 190 (8.28%) Scrum
12 183 (7.97%) ITIL
13 159 (6.93%) Change Management
14 148 (6.45%) Infrastructure Engineering
15 144 (6.27%) Data Modelling
16 139 (6.05%) Computer Science
17 138 (6.01%) Data Management
18 137 (5.97%) SDLC
19 132 (5.75%) Presales
20 127 (5.53%) Software Engineering
Programming Languages
1 610 (26.57%) SQL
2 289 (12.59%) PowerShell
3 240 (10.45%) Java
4 213 (9.28%) Python
5 200 (8.71%) C#
6 146 (6.36%) JavaScript
7 134 (5.84%) T-SQL
8 71 (3.09%) Bash Shell
9 62 (2.70%) PHP
10 50 (2.18%) PL/SQL
11 47 (2.05%) Shell Script
12 45 (1.96%) VB.NET
13 41 (1.79%) Ruby
14 27 (1.18%) VB
15 25 (1.09%) Apex Code
15 25 (1.09%) C++
16 23 (1.00%) C
17 22 (0.96%) R
18 20 (0.87%) Perl
19 14 (0.61%) VBScript
Qualifications
1 294 (12.80%) Degree
2 85 (3.70%) Computer Science Degree
3 83 (3.61%) Microsoft Certification
4 77 (3.35%) Security Cleared
5 49 (2.13%) MCSE
6 45 (1.96%) Cisco Certification
6 45 (1.96%) SC Cleared
7 42 (1.83%) PMI Certification
7 42 (1.83%) PMP
8 33 (1.44%) CCNA
9 30 (1.31%) ITIL Certification
10 27 (1.18%) AWS Certification
11 26 (1.13%) PRINCE2 Certification
12 23 (1.00%) MCSA
13 21 (0.91%) MBA
14 17 (0.74%) DV Cleared
15 16 (0.70%) Numerate Degree
15 16 (0.70%) TOGAF Certification
16 15 (0.65%) CCNP
17 13 (0.57%) Master's Degree
Quality Assurance & Compliance
1 96 (4.18%) Data Quality
1 96 (4.18%) QA
2 75 (3.27%) GDPR
3 30 (1.31%) SLA
4 20 (0.87%) EMIR
4 20 (0.87%) MiFID
5 14 (0.61%) Solvency II
6 13 (0.57%) ISO/IEC 27001
7 12 (0.52%) ISO/IEC 20000
8 11 (0.48%) Dodd-Frank
9 8 (0.35%) PMO
10 7 (0.30%) Basel III
10 7 (0.30%) FATCA
10 7 (0.30%) IFRS
11 5 (0.22%) PCI DSS
12 4 (0.17%) FINRA
12 4 (0.17%) GxP
12 4 (0.17%) HIPAA
13 3 (0.13%) Sarbanes-Oxley
14 2 (0.087%) Cyber Essentials
System Software
1 347 (15.11%) Active Directory
2 196 (8.54%) VMware Infrastructure
3 157 (6.84%) Hyper-V
4 156 (6.79%) Docker
5 49 (2.13%) XenApp
6 28 (1.22%) VMware ESXi
7 23 (1.00%) Microsoft App-V
8 22 (0.96%) XenDesktop
9 19 (0.83%) vSphere
10 17 (0.74%) VirtualBox
11 16 (0.70%) Virtual Desktop
12 14 (0.61%) HDFS
13 13 (0.57%) Virtual Machines
14 11 (0.48%) Virtual Servers
15 10 (0.44%) VMware Workstation
16 8 (0.35%) VMware NSX
17 5 (0.22%) Terminal Services
18 4 (0.17%) IAG
19 2 (0.087%) Oracle RAC
19 2 (0.087%) XenServer
Systems Management
1 156 (6.79%) Terraform
2 146 (6.36%) Puppet
3 141 (6.14%) Kubernetes
4 123 (5.36%) SCCM
5 109 (4.75%) Ansible
6 84 (3.66%) Opscode Chef
7 24 (1.05%) Failover Clustering
8 23 (1.00%) Microsoft Intune
9 21 (0.91%) SCOM
10 13 (0.57%) Single Sign-On
11 11 (0.48%) Microsoft Clustering
12 10 (0.44%) Salt
13 9 (0.39%) Backup Exec
13 9 (0.39%) Grafana
13 9 (0.39%) Mesos
13 9 (0.39%) SCVMM
14 8 (0.35%) Prometheus
14 8 (0.35%) WSUS
15 7 (0.30%) NetBackup
16 6 (0.26%) linkerd
Vendors
1 716 (31.18%) Microsoft
2 261 (11.37%) VMware
3 215 (9.36%) Oracle
4 168 (7.32%) Google
5 140 (6.10%) Citrix
6 91 (3.96%) Salesforce.com
7 90 (3.92%) SAP
8 78 (3.40%) Cisco
9 57 (2.48%) Tableau
10 56 (2.44%) IBM
11 50 (2.18%) Dell
12 40 (1.74%) Adobe
13 38 (1.66%) Cognizant
14 36 (1.57%) HP
15 30 (1.31%) Informatica
15 30 (1.31%) NetApp
16 28 (1.22%) Talend
17 26 (1.13%) iManage
18 25 (1.09%) Red Hat
19 22 (0.96%) Pega