Period
to 23 November 2017

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 23 November 2017 with a comparison to the same period in the previous 2 years.

Migration
England > London
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 111 126 133
Rank change year-on-year +15 +7 +11
Permanent jobs citing Migration 2191 1947 2217
As % of all permanent IT jobs advertised in London 2.92% 2.56% 2.50%
As % of the Processes & Methodologies category 3.18% 2.82% 2.79%
Number of salaries quoted 1621 1574 1711
London median annual salary £62,500 £55,000 £57,500
Median salary % change year-on-year +13.64% -4.35% +4.55%
10th Percentile £40,000 £36,250 £35,500
90th Percentile £95,000 £90,875 £95,000
England median annual salary £55,000 £51,250 £50,000
% change year-on-year +7.32% +2.50% +3.09%

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 68818 68936 79416
As % of all permanent IT jobs advertised in London 91.60% 90.67% 89.58%
Number of salaries quoted 53025 59292 66921
London median annual salary £60,000 £58,000 £55,000
Median salary % change year-on-year +3.45% +5.45% -
10th Percentile £35,000 £33,750 £33,000
90th Percentile £90,000 £88,750 £86,250
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

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 23 November 2017.

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 23 November 2017. 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 +8 379 £62,500 +17.96% 42
West London +20 117 £52,500 +36.36% 13
South London +8 39 £41,000 -18.00% 3
East London -12 17 £59,250 +12.86% 7
North London +2 11 £48,750 -11.36% 1
Migration
England

For the 6 months to 23 November 2017, IT jobs citing Migration also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the London region with a requirement for Migration.

1 836 (38.16%) Finance
2 593 (27.07%) SQL
3 585 (26.70%) Agile Software Development
4 556 (25.38%) Microsoft
5 531 (24.24%) Windows
6 523 (23.87%) Amazon AWS
7 475 (21.68%) Data Migration
8 463 (21.13%) DevOps
9 457 (20.86%) Microsoft Azure
10 449 (20.49%) SQL Server
11 375 (17.12%) Banking
12 350 (15.97%) Active Directory
13 349 (15.93%) Linux
14 319 (14.56%) Windows Server
15 285 (13.01%) .NET
15 285 (13.01%) Project Management
16 282 (12.87%) VMware
16 282 (12.87%) Office 365
17 251 (11.46%) Data Centre
17 251 (11.46%) Degree
18 248 (11.32%) PowerShell
19 246 (11.23%) Oracle
20 225 (10.27%) Java
21 218 (9.95%) Business Intelligence
22 198 (9.04%) Analytical Skills
23 192 (8.76%) Puppet
24 186 (8.49%) Python
25 183 (8.35%) SharePoint
25 183 (8.35%) Unix
26 182 (8.31%) 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
1 183 (8.35%) SharePoint
2 163 (7.44%) IIS
3 106 (4.84%) MS Exchange
4 83 (3.79%) Confluence
5 80 (3.65%) Skype for Business
6 76 (3.47%) Tomcat
7 75 (3.42%) Apache
8 50 (2.28%) CMS
9 45 (2.05%) OpenStack
9 45 (2.05%) SharePoint 2013
10 39 (1.78%) Oracle SOA Suite
11 33 (1.51%) Apache Spark
11 33 (1.51%) Elasticsearch
12 31 (1.41%) SharePoint 2010
13 30 (1.37%) Exchange Server 2010
14 27 (1.23%) Exchange Server 2013
14 27 (1.23%) JBoss
15 26 (1.19%) SAS
16 22 (1.00%) nginx
16 22 (1.00%) WebLogic
Applications
1 89 (4.06%) Microsoft Excel
2 70 (3.19%) Microsoft Office
3 19 (0.87%) Microsoft Project
4 9 (0.41%) InfoPath
4 9 (0.41%) Microsoft PowerPoint
5 8 (0.37%) MS Visio
6 4 (0.18%) Chatbot
7 2 (0.091%) Spreadsheet
7 2 (0.091%) SPSS
8 1 (0.046%) Adobe Premiere
8 1 (0.046%) HipChat
Business Applications
1 46 (2.10%) Dynamics CRM
2 28 (1.28%) Oracle EBS
3 19 (0.87%) Oracle EBS R12
4 17 (0.78%) Dynamics AX
5 14 (0.64%) Endur
6 12 (0.55%) Salesforce.com CRM
7 11 (0.50%) Oracle HRMS
8 10 (0.46%) Oracle ERP
8 10 (0.46%) SAP HCM
8 10 (0.46%) Temenos T24
9 9 (0.41%) Dynamics NAV
10 8 (0.37%) Oracle Procure-to-Pay
10 8 (0.37%) SAP MM
10 8 (0.37%) SAP SRM
10 8 (0.37%) Unit4 Business World
11 6 (0.27%) NetSuite
11 6 (0.27%) SAP S/4HANA
12 5 (0.23%) OpenLink RightAngle
13 4 (0.18%) Oracle BPM
13 4 (0.18%) SAP QM
Cloud Services
1 523 (23.87%) Amazon AWS
2 457 (20.86%) Microsoft Azure
3 282 (12.87%) Office 365
4 114 (5.20%) IaaS
5 91 (4.15%) PaaS
6 72 (3.29%) SaaS
7 60 (2.74%) Google Cloud Platform
8 45 (2.05%) Azure Active Directory
9 37 (1.69%) Cloud Computing
9 37 (1.69%) Force.com
10 30 (1.37%) Salesforce Service Cloud
11 28 (1.28%) Amazon EMR
12 26 (1.19%) IBM Cloud
13 22 (1.00%) Amazon EC2
13 22 (1.00%) AWS CloudFormation
14 21 (0.96%) Salesforce Sales Cloud
15 20 (0.91%) Dynamics 365
15 20 (0.91%) GitHub
16 19 (0.87%) OpenShift
17 16 (0.73%) OneDrive
Communications & Networking
1 138 (6.30%) Firewall
2 118 (5.39%) SAN
3 77 (3.51%) DNS
4 67 (3.06%) Skype
5 58 (2.65%) Internet
6 55 (2.51%) WAN
7 53 (2.42%) NAS
8 51 (2.33%) TCP/IP
9 49 (2.24%) VPN
10 46 (2.10%) Wireless
11 45 (2.05%) VoIP
12 40 (1.83%) BGP
13 39 (1.78%) DHCP
13 39 (1.78%) LAN
13 39 (1.78%) Unified Communications
14 38 (1.73%) MPLS
14 38 (1.73%) OSPF
15 34 (1.55%) Cisco Nexus
15 34 (1.55%) IPsec
16 32 (1.46%) EIGRP
Database & Business Intelligence
1 449 (20.49%) SQL Server
2 166 (7.58%) SQL Server Integration Services
3 162 (7.39%) Data Warehouse
4 146 (6.66%) Big Data
5 119 (5.43%) SQL Server Reporting Services
6 109 (4.97%) Relational Database
7 94 (4.29%) NoSQL
8 91 (4.15%) SQL Server Analysis Services
9 88 (4.02%) MySQL
10 71 (3.24%) MongoDB
11 69 (3.15%) SQL Server 2008
12 65 (2.97%) Hadoop
13 60 (2.74%) PostgreSQL
14 57 (2.60%) Power BI
14 57 (2.60%) SQL Server 2012
15 50 (2.28%) RDBMS
16 45 (2.05%) Amazon RDS
17 42 (1.92%) QlikView
18 40 (1.83%) Microsoft Analysis Services
18 40 (1.83%) Oracle Database
Development Applications
1 176 (8.03%) Jenkins
2 129 (5.89%) JIRA
3 119 (5.43%) Git (software)
4 109 (4.97%) TeamCity
5 67 (3.06%) Atlassian Bamboo
6 60 (2.74%) Octopus Deploy
7 57 (2.60%) Visual Studio
8 55 (2.51%) Hudson
9 49 (2.24%) Subversion
10 47 (2.15%) Team Foundation Server
11 29 (1.32%) Bitbucket
11 29 (1.32%) MSBuild
12 28 (1.28%) SQL Server Management Studio (SSMS)
13 27 (1.23%) Selenium
14 25 (1.14%) MSI
15 21 (0.96%) Cucumber
16 17 (0.78%) Maven
16 17 (0.78%) RStudio
17 16 (0.73%) WebDriver
18 14 (0.64%) Artifactory
General
1 836 (38.16%) Finance
2 375 (17.12%) Banking
3 153 (6.98%) Retail
4 116 (5.29%) Retail Banking
5 98 (4.47%) Investment Banking
6 62 (2.83%) Marketing
7 52 (2.37%) Law
7 52 (2.37%) Telecoms
8 45 (2.05%) Back Office
9 37 (1.69%) Front Office
10 33 (1.51%) Advertising
11 31 (1.41%) Manufacturing
11 31 (1.41%) Publishing
12 26 (1.19%) Legal
13 25 (1.14%) Financial Institution
14 14 (0.64%) Games
15 12 (0.55%) Corporate Banking
16 11 (0.50%) Billing
16 11 (0.50%) Military
16 11 (0.50%) Pharmaceutical
Job Titles
1 351 (16.02%) Architect
2 289 (13.19%) Analyst
3 283 (12.92%) Developer
4 251 (11.46%) Consultant
5 135 (6.16%) Project Manager
6 134 (6.12%) Business Analyst
6 134 (6.12%) DevOps Engineer
7 130 (5.93%) Cloud Architect
8 115 (5.25%) DBA
9 107 (4.88%) Administrator
10 85 (3.88%) Solutions Architect
11 76 (3.47%) SQL DBA
12 69 (3.15%) Data Architect
13 55 (2.51%) AWS Engineer
13 55 (2.51%) Windows Engineer
14 53 (2.42%) Infrastructure Engineer
15 50 (2.28%) SQL Developer
16 49 (2.24%) VMware Engineer
17 48 (2.19%) Cloud Consultant
18 47 (2.15%) IT Analyst
Libraries, Frameworks & Software Standards
1 285 (13.01%) .NET
2 125 (5.71%) Web Services
3 90 (4.11%) XML
4 79 (3.61%) HTML
5 75 (3.42%) Middleware
6 74 (3.38%) CSS
7 60 (2.74%) ASP.NET
8 50 (2.28%) AngularJS
9 41 (1.87%) REST
9 41 (1.87%) WCF
10 37 (1.69%) Node.js
11 34 (1.55%) React
12 33 (1.51%) .NET Framework
12 33 (1.51%) HTML5
13 32 (1.46%) RESTful
13 32 (1.46%) WPF
14 31 (1.41%) MDX
15 29 (1.32%) JSON
15 29 (1.32%) Oracle Fusion
15 29 (1.32%) Spring
Miscellaneous
1 251 (11.46%) Data Centre
2 198 (9.04%) Analytical Skills
3 124 (5.66%) Computer Science
4 96 (4.38%) Public Cloud
5 80 (3.65%) Hybrid Cloud
5 80 (3.65%) User Experience
6 76 (3.47%) Clustering
7 72 (3.29%) Management Information System
8 71 (3.24%) Virtual Team
9 70 (3.19%) Replication
10 50 (2.28%) Fintech
11 42 (1.92%) Greenfield Project
12 41 (1.87%) Enterprise Software
13 33 (1.51%) Private Cloud
14 29 (1.32%) Fixed Income
15 28 (1.28%) Hedge funds
16 24 (1.10%) Equities
17 23 (1.05%) Data Structures
18 19 (0.87%) Derivative
19 16 (0.73%) Data Protection Act
Operating Systems
1 531 (24.24%) Windows
2 349 (15.93%) Linux
3 319 (14.56%) Windows Server
4 183 (8.35%) Unix
5 114 (5.20%) Windows Server 2012
6 94 (4.29%) Windows Server 2008
7 64 (2.92%) Red Hat Enterprise Linux
8 55 (2.51%) Windows 7
9 52 (2.37%) Windows 10
10 43 (1.96%) Solaris
11 32 (1.46%) CentOS
12 23 (1.05%) Apple iOS
13 22 (1.00%) Mac OS X
13 22 (1.00%) Ubuntu
13 22 (1.00%) Windows Server 2003
14 16 (0.73%) Android
14 16 (0.73%) Fedora
15 15 (0.68%) Oracle Linux
16 12 (0.55%) Mac OS
17 11 (0.50%) Windows 8
Processes & Methodologies
1 585 (26.70%) Agile Software Development
2 475 (21.68%) Data Migration
3 463 (21.13%) DevOps
4 285 (13.01%) Project Management
5 218 (9.95%) Business Intelligence
6 182 (8.31%) Continuous Integration
6 182 (8.31%) Scrum
7 180 (8.22%) Stakeholder Management
8 174 (7.94%) Analytics
9 173 (7.90%) CRM
10 162 (7.39%) ITIL
11 161 (7.35%) Business Analysis
12 144 (6.57%) Data Modelling
13 137 (6.25%) Asset Management
14 131 (5.98%) Configuration Management
15 120 (5.48%) ETL
16 112 (5.11%) High Availability
17 111 (5.07%) Presales
18 109 (4.97%) SDLC
19 107 (4.88%) Data Analysis
Programming Languages
1 593 (27.07%) SQL
2 248 (11.32%) PowerShell
3 225 (10.27%) Java
4 186 (8.49%) Python
5 151 (6.89%) C#
6 124 (5.66%) JavaScript
7 121 (5.52%) T-SQL
8 115 (5.25%) Bash Shell
9 80 (3.65%) Perl
10 73 (3.33%) Ruby
11 59 (2.69%) PL/SQL
12 39 (1.78%) Shell Script
13 38 (1.73%) PHP
14 34 (1.55%) Apex Code
15 30 (1.37%) C++
16 26 (1.19%) R
17 24 (1.10%) C
17 24 (1.10%) VBA
18 18 (0.82%) Korn
19 16 (0.73%) VB
Qualifications
1 251 (11.46%) Degree
2 100 (4.56%) Microsoft Certification
3 75 (3.42%) Computer Science Degree
4 61 (2.78%) Cisco Certification
5 50 (2.28%) PRINCE2 Certification
6 43 (1.96%) Master's Degree
6 43 (1.96%) Security Cleared
7 42 (1.92%) ITIL Certification
8 38 (1.73%) CCNP
8 38 (1.73%) CISSP
9 37 (1.69%) VMware Certified Professional (VCP)
10 35 (1.60%) CCIE
10 35 (1.60%) SC Cleared
11 33 (1.51%) MCSE
12 26 (1.19%) CCNP Voice
12 26 (1.19%) CCVP
13 24 (1.10%) CCNA
14 23 (1.05%) AWS Certification
15 21 (0.96%) CISM
16 15 (0.68%) PhD
Quality Assurance & Compliance
1 70 (3.19%) Data Quality
2 51 (2.33%) QA
3 34 (1.55%) PMO
4 31 (1.41%) ISO/IEC 27001
5 24 (1.10%) SLA
6 21 (0.96%) GDPR
7 18 (0.82%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
7 18 (0.82%) PCI DSS
8 12 (0.55%) GCP
9 8 (0.37%) COBIT
10 6 (0.27%) SEPA
11 5 (0.23%) PMBOK
12 4 (0.18%) Sarbanes-Oxley
13 3 (0.14%) DICOM
13 3 (0.14%) HL7
14 2 (0.091%) Basel III
14 2 (0.091%) MiFID
14 2 (0.091%) TARGET2
15 1 (0.046%) FATCA
15 1 (0.046%) Solvency II
System Software
1 350 (15.97%) Active Directory
2 170 (7.76%) VMware Infrastructure
3 113 (5.16%) Docker
4 54 (2.46%) VMware ESXi
5 49 (2.24%) vSphere
6 41 (1.87%) Hyper-V
7 36 (1.64%) Microsoft App-V
8 34 (1.55%) Virtual Desktop
9 33 (1.51%) VMware NSX
10 22 (1.00%) XenApp
11 21 (0.96%) Virtual Machines
12 16 (0.73%) Terminal Services
13 14 (0.64%) HDFS
14 10 (0.46%) Ceph
15 7 (0.32%) VMware Workstation
16 6 (0.27%) DFS Replication
16 6 (0.27%) GPFS
16 6 (0.27%) NFS
16 6 (0.27%) Slurm Workload Manager
17 5 (0.23%) XenServer
Systems Management
1 192 (8.76%) Puppet
2 181 (8.26%) Ansible
3 144 (6.57%) Opscode Chef
4 91 (4.15%) SCCM
5 76 (3.47%) Terraform
6 65 (2.97%) Kubernetes
7 50 (2.28%) Nagios
8 42 (1.92%) Icinga
8 42 (1.92%) SCOM
9 40 (1.83%) vRealize
10 26 (1.19%) Cisco CUCM
10 26 (1.19%) Cisco UCCE
10 26 (1.19%) Cisco UCCX
11 25 (1.14%) FortiGate
12 19 (0.87%) NetBackup
13 14 (0.64%) SCOrch
14 13 (0.59%) vCenter Server
15 12 (0.55%) Grafana
15 12 (0.55%) Mesos
16 11 (0.50%) Microsoft Intune
Vendors
1 556 (25.38%) Microsoft
2 282 (12.87%) VMware
3 246 (11.23%) Oracle
4 167 (7.62%) Cisco
5 102 (4.66%) Google
6 95 (4.34%) Salesforce.com
6 95 (4.34%) SAP
7 84 (3.83%) HP
8 78 (3.56%) Red Hat
9 66 (3.01%) Cognizant
10 62 (2.83%) Atlassian
11 61 (2.78%) Citrix
12 46 (2.10%) Tableau
13 42 (1.92%) Sybase
14 39 (1.78%) EMC
15 33 (1.51%) NetApp
16 28 (1.28%) IBM
16 28 (1.28%) Siebel
17 27 (1.23%) Dell
18 26 (1.19%) Apple