Period
to 21 February 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 21 February 2018 with a comparison to the same period in the previous 2 years.

Migration
England > London
6 months to
21 Feb 2018
Same period 2017 Same period 2016
Rank 98 133 135
Rank change year-on-year +35 +2 +4
Permanent jobs citing Migration 2,235 1,758 2,111
As % of all permanent IT jobs advertised in London 3.18% 2.51% 2.49%
As % of the Processes & Methodologies category 3.48% 2.77% 2.77%
Number of salaries quoted 1,709 1,425 1,700
London median annual salary £65,000 £60,000 £57,500
Median salary % change year-on-year +8.33% +4.35% -
10th Percentile £41,250 £37,500 £36,250
90th Percentile £97,500 £92,500 £95,000
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 64,218 63,405 76,104
As % of all permanent IT jobs advertised in London 91.40% 90.52% 89.76%
Number of salaries quoted 52,603 53,702 64,499
London median annual salary £60,000 £60,000 £55,000
Median salary % change year-on-year - +9.09% -
10th Percentile £36,250 £33,750 £33,750
90th Percentile £92,500 £90,000 £87,500
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 21 February 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 21 February 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 +27 504 £65,000 +18.18% 75
West London 0 94 £55,000 +4.76% 60
South London +12 42 £50,000 +11.11% 11
East London +5 21 £45,000 -30.77% 9
North London -3 12 £55,000 -
Migration
England

For the 6 months to 21 February 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.

1 750 (33.56%) Finance
2 668 (29.89%) Microsoft
3 613 (27.43%) Agile Software Development
4 560 (25.06%) Microsoft Azure
5 557 (24.92%) SQL
6 530 (23.71%) Windows
7 494 (22.10%) Amazon AWS
8 469 (20.98%) Data Migration
9 412 (18.43%) DevOps
10 381 (17.05%) SQL Server
11 378 (16.91%) Active Directory
12 337 (15.08%) Linux
13 330 (14.77%) Office 365
14 319 (14.27%) Windows Server
15 296 (13.24%) Data Centre
16 290 (12.98%) VMware
17 287 (12.84%) .NET
18 281 (12.57%) PowerShell
19 255 (11.41%) Project Management
20 251 (11.23%) Banking
21 234 (10.47%) Degree
22 225 (10.07%) Oracle
23 224 (10.02%) JavaScript
24 221 (9.89%) CRM
25 217 (9.71%) Scrum
26 200 (8.95%) VMware Infrastructure
27 192 (8.59%) Big Data
28 188 (8.41%) Stakeholder Management
28 188 (8.41%) C#
29 179 (8.01%) SharePoint

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
1 179 (8.01%) SharePoint
2 123 (5.50%) IIS
3 106 (4.74%) MS Exchange
4 68 (3.04%) Skype for Business
5 64 (2.86%) SharePoint 2013
6 62 (2.77%) Apache
7 48 (2.15%) OpenStack
8 44 (1.97%) Tomcat
9 43 (1.92%) Confluence
10 42 (1.88%) CMS
11 40 (1.79%) SharePoint 2010
12 29 (1.30%) Apache Spark
12 29 (1.30%) Exchange Server 2010
13 26 (1.16%) nginx
14 25 (1.12%) Exchange Server 2013
14 25 (1.12%) Umbraco
15 24 (1.07%) EPiServer
16 22 (0.98%) IBM Notes
17 20 (0.89%) BizTalk Server
17 20 (0.89%) Oracle Workflow
Applications
1 67 (3.00%) Microsoft Office
2 56 (2.51%) Microsoft Excel
3 14 (0.63%) InfoPath
4 12 (0.54%) Microsoft Project
5 8 (0.36%) Microsoft PowerPoint
5 8 (0.36%) MS Visio
6 2 (0.089%) Adobe Premiere
6 2 (0.089%) Spreadsheet
6 2 (0.089%) SPSS
7 1 (0.045%) Adobe Illustrator
7 1 (0.045%) Fireworks
7 1 (0.045%) HipChat
7 1 (0.045%) InVision
7 1 (0.045%) Photoshop
Business Applications
1 68 (3.04%) Dynamics CRM
2 17 (0.76%) Endur
3 16 (0.72%) Salesforce.com CRM
4 11 (0.49%) Dynamics NAV
4 11 (0.49%) Oracle EBS R12
4 11 (0.49%) SAP HCM
5 9 (0.40%) Oracle BPM
6 8 (0.36%) Dynamics AX
6 8 (0.36%) NetSuite
7 7 (0.31%) OpenLink RightAngle
7 7 (0.31%) Oracle 11i
7 7 (0.31%) SAP CRM
8 6 (0.27%) Findur
8 6 (0.27%) Oracle Applications
8 6 (0.27%) SAP MM
8 6 (0.27%) SAP S/4HANA
8 6 (0.27%) SAP SRM
9 5 (0.22%) Oracle Procure-to-Pay
9 5 (0.22%) Payment Gateway
10 4 (0.18%) Oracle Receivables
Cloud Services
1 560 (25.06%) Microsoft Azure
2 494 (22.10%) Amazon AWS
3 330 (14.77%) Office 365
4 146 (6.53%) IaaS
5 125 (5.59%) PaaS
6 111 (4.97%) SaaS
7 81 (3.62%) Google Cloud Platform
8 47 (2.10%) Cloud Computing
9 36 (1.61%) Dynamics 365
10 35 (1.57%) Serverless
11 33 (1.48%) Azure Active Directory
11 33 (1.48%) GitHub
12 28 (1.25%) OneDrive
13 27 (1.21%) Force.com
13 27 (1.21%) OpenShift
14 26 (1.16%) Cortana Intelligence Suite
15 25 (1.12%) Yammer
16 22 (0.98%) Azure Data Factory
17 14 (0.63%) AWS CloudFormation
17 14 (0.63%) Salesforce Service Cloud
Communications & Networking
1 173 (7.74%) Firewall
2 103 (4.61%) SAN
3 77 (3.45%) TCP/IP
4 66 (2.95%) WAN
5 64 (2.86%) DNS
6 62 (2.77%) Skype
7 59 (2.64%) NAS
8 54 (2.42%) Wireless
9 52 (2.33%) Unified Communications
10 50 (2.24%) LAN
11 48 (2.15%) VPN
12 44 (1.97%) Internet
13 42 (1.88%) DHCP
14 41 (1.83%) VoIP
15 37 (1.66%) Intranet
16 29 (1.30%) VSAN
17 28 (1.25%) MPLS
18 26 (1.16%) Cisco Nexus
19 24 (1.07%) BGP
19 24 (1.07%) OSPF
Database & Business Intelligence
1 381 (17.05%) SQL Server
2 192 (8.59%) Big Data
3 163 (7.29%) SQL Server Integration Services
4 156 (6.98%) Data Warehouse
5 111 (4.97%) SQL Server Reporting Services
6 86 (3.85%) MySQL
6 86 (3.85%) SQL Server Analysis Services
7 75 (3.36%) Relational Database
8 73 (3.27%) Power BI
9 68 (3.04%) Hadoop
10 58 (2.60%) Data Lake
11 52 (2.33%) SQL Server 2008
12 50 (2.24%) MongoDB
13 47 (2.10%) NoSQL
14 46 (2.06%) Oracle Database
15 40 (1.79%) RDBMS
16 39 (1.74%) PostgreSQL
17 33 (1.48%) Crystal Reports
18 31 (1.39%) Oracle Reports
18 31 (1.39%) QlikView
Development Applications
1 131 (5.86%) Jenkins
2 104 (4.65%) Visual Studio
3 100 (4.47%) Git (software)
4 90 (4.03%) TeamCity
5 70 (3.13%) JIRA
6 63 (2.82%) Octopus Deploy
7 41 (1.83%) Atlassian Bamboo
8 40 (1.79%) Team Foundation Server
9 39 (1.74%) Hudson
10 36 (1.61%) MSBuild
11 33 (1.48%) Selenium
12 30 (1.34%) Visual Studio Team System
13 29 (1.30%) MSI
14 27 (1.21%) ERwin
15 23 (1.03%) webpack
16 22 (0.98%) Subversion
17 21 (0.94%) Jasmine
18 20 (0.89%) Mocha
18 20 (0.89%) WebDriver
19 17 (0.76%) Cucumber
General
1 750 (33.56%) Finance
2 251 (11.23%) Banking
3 157 (7.02%) Retail
4 59 (2.64%) Marketing
5 51 (2.28%) Law
6 47 (2.10%) Telecoms
7 46 (2.06%) Legal
8 45 (2.01%) Retail Banking
9 43 (1.92%) Advertising
10 38 (1.70%) Front Office
11 36 (1.61%) Manufacturing
12 35 (1.57%) Back Office
13 33 (1.48%) Investment Banking
14 28 (1.25%) Publishing
15 18 (0.81%) Corporate Banking
15 18 (0.81%) Pharmaceutical
16 14 (0.63%) Games
17 13 (0.58%) Financial Institution
18 10 (0.45%) Spanish Language
19 8 (0.36%) German Language
Job Titles
1 437 (19.55%) Architect
2 311 (13.91%) Analyst
3 287 (12.84%) Consultant
4 259 (11.59%) Developer
5 147 (6.58%) Cloud Architect
6 134 (6.00%) Business Analyst
7 114 (5.10%) DevOps Engineer
8 112 (5.01%) Solutions Architect
9 101 (4.52%) Administrator
10 96 (4.30%) Project Manager
11 88 (3.94%) Azure Architect
12 87 (3.89%) DBA
13 67 (3.00%) Data Architect
14 53 (2.37%) Senior Consultant
14 53 (2.37%) SQL DBA
15 51 (2.28%) Principal Consultant
15 51 (2.28%) SharePoint Developer
16 50 (2.24%) Cloud Consultant
17 48 (2.15%) Cloud Engineer
17 48 (2.15%) Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 287 (12.84%) .NET
2 139 (6.22%) Web Services
3 125 (5.59%) HTML
4 117 (5.23%) CSS
5 101 (4.52%) ASP.NET
6 80 (3.58%) .NET Framework
7 77 (3.45%) AngularJS
7 77 (3.45%) XML
8 75 (3.36%) React
9 73 (3.27%) REST
10 69 (3.09%) WCF
11 62 (2.77%) JSON
11 62 (2.77%) Middleware
12 61 (2.73%) Node.js
13 56 (2.51%) ASP.NET MVC
14 53 (2.37%) HTML5
15 46 (2.06%) SOAP
16 36 (1.61%) Ajax
17 35 (1.57%) XSLT
18 33 (1.48%) Entity Framework
Miscellaneous
1 296 (13.24%) Data Centre
2 129 (5.77%) Analytical Skills
3 102 (4.56%) Computer Science
4 94 (4.21%) Management Information System
5 89 (3.98%) User Experience
6 86 (3.85%) Public Cloud
7 73 (3.27%) Replication
8 65 (2.91%) Clustering
9 58 (2.60%) Fintech
10 53 (2.37%) Private Cloud
11 47 (2.10%) Greenfield Project
12 43 (1.92%) Enterprise Software
13 41 (1.83%) Hybrid Cloud
14 40 (1.79%) Virtual Team
15 36 (1.61%) Data Protection Act
16 28 (1.25%) Enterprise Cloud
17 24 (1.07%) Mobile App
18 21 (0.94%) PMI
19 20 (0.89%) N-Tier
20 15 (0.67%) VxBlock/Vblock
Operating Systems
1 530 (23.71%) Windows
2 337 (15.08%) Linux
3 319 (14.27%) Windows Server
4 155 (6.94%) Unix
5 85 (3.80%) Windows 7
5 85 (3.80%) Windows Server 2012
6 77 (3.45%) Windows 10
7 70 (3.13%) Windows Server 2008
8 50 (2.24%) Red Hat Enterprise Linux
9 35 (1.57%) Mac OS X
10 33 (1.48%) Apple iOS
11 28 (1.25%) CentOS
12 26 (1.16%) Solaris
13 24 (1.07%) Ubuntu
14 14 (0.63%) Windows Server 2003
15 11 (0.49%) Android
16 9 (0.40%) Mac OS
16 9 (0.40%) Windows 8
17 8 (0.36%) VMS
18 6 (0.27%) HPUX
Processes & Methodologies
1 613 (27.43%) Agile Software Development
2 469 (20.98%) Data Migration
3 412 (18.43%) DevOps
4 255 (11.41%) Project Management
5 221 (9.89%) CRM
6 217 (9.71%) Scrum
7 188 (8.41%) Stakeholder Management
8 179 (8.01%) Business Intelligence
9 176 (7.87%) Presales
10 172 (7.70%) Analytics
11 155 (6.94%) ITIL
12 140 (6.26%) Data Modelling
13 137 (6.13%) Continuous Integration
14 135 (6.04%) Configuration Management
15 117 (5.23%) Data Management
16 113 (5.06%) Business Analysis
17 112 (5.01%) High Availability
18 111 (4.97%) SDLC
19 107 (4.79%) Continuous Improvement
20 103 (4.61%) Asset Management
Programming Languages
1 557 (24.92%) SQL
2 281 (12.57%) PowerShell
3 224 (10.02%) JavaScript
4 188 (8.41%) C#
5 169 (7.56%) Python
6 131 (5.86%) Java
7 103 (4.61%) T-SQL
8 86 (3.85%) Bash Shell
9 67 (3.00%) Ruby
10 53 (2.37%) Perl
11 47 (2.10%) PHP
12 45 (2.01%) PL/SQL
13 43 (1.92%) Shell Script
14 33 (1.48%) Apex Code
14 33 (1.48%) C
15 26 (1.16%) VBA
16 24 (1.07%) VB
17 20 (0.89%) R
18 18 (0.81%) ES6
19 14 (0.63%) Data Analysis Expressions (DAX)
Qualifications
1 234 (10.47%) Degree
2 109 (4.88%) Microsoft Certification
3 56 (2.51%) CISSP
4 48 (2.15%) Cisco Certification
5 47 (2.10%) Security Cleared
6 45 (2.01%) CISM
7 39 (1.74%) MCSE
8 36 (1.61%) Computer Science Degree
9 29 (1.30%) PMI Certification
10 26 (1.16%) CCIE
10 26 (1.16%) Master's Degree
11 25 (1.12%) CCNP
11 25 (1.12%) PRINCE2 Certification
12 24 (1.07%) ITIL Certification
12 24 (1.07%) SC Cleared
13 21 (0.94%) AWS Certification
13 21 (0.94%) DV Cleared
14 18 (0.81%) CCNP Voice
14 18 (0.81%) CCVP
15 17 (0.76%) CCNA
Quality Assurance & Compliance
1 68 (3.04%) QA
2 67 (3.00%) Data Quality
3 55 (2.46%) ISO/IEC 27001
4 52 (2.33%) GDPR
5 37 (1.66%) SLA
6 36 (1.61%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
7 23 (1.03%) PMO
8 13 (0.58%) PCI DSS
9 10 (0.45%) GCP
10 7 (0.31%) SEPA
11 6 (0.27%) IFRS
11 6 (0.27%) Sarbanes-Oxley
12 5 (0.22%) Dodd-Frank
12 5 (0.22%) FATCA
12 5 (0.22%) IFRS 9
12 5 (0.22%) Solvency II
13 4 (0.18%) MiFID
14 3 (0.13%) COBIT
15 2 (0.089%) TARGET2
16 1 (0.045%) Disclosure Scotland
System Software
1 378 (16.91%) Active Directory
2 200 (8.95%) VMware Infrastructure
3 117 (5.23%) Docker
4 76 (3.40%) Hyper-V
5 62 (2.77%) vSphere
6 54 (2.42%) Virtual Desktop
7 44 (1.97%) Microsoft App-V
8 40 (1.79%) VMware NSX
9 37 (1.66%) VMware ESXi
10 31 (1.39%) XenApp
11 18 (0.81%) XenDesktop
12 13 (0.58%) Virtual Machines
13 12 (0.54%) HDFS
14 6 (0.27%) Ceph
14 6 (0.27%) GPFS
14 6 (0.27%) NFS
14 6 (0.27%) Slurm Workload Manager
14 6 (0.27%) Terminal Services
14 6 (0.27%) VMware Workstation
15 5 (0.22%) Oracle RAC
Systems Management
1 174 (7.79%) Puppet
2 141 (6.31%) Ansible
3 123 (5.50%) Opscode Chef
4 89 (3.98%) SCCM
5 65 (2.91%) Terraform
6 63 (2.82%) Kubernetes
7 43 (1.92%) vRealize
8 40 (1.79%) Nagios
9 35 (1.57%) SCOM
10 30 (1.34%) Icinga
11 25 (1.12%) Microsoft Intune
12 23 (1.03%) NetBackup
13 22 (0.98%) AirWatch
14 20 (0.89%) Single Sign-On
15 19 (0.85%) Cisco CUCM
16 18 (0.81%) Cisco UCCE
16 18 (0.81%) Cisco UCCX
17 17 (0.76%) Salt
18 13 (0.58%) HP Quality Center
19 11 (0.49%) Oracle Enterprise Manager
Vendors
1 668 (29.89%) Microsoft
2 290 (12.98%) VMware
3 225 (10.07%) Oracle
4 157 (7.02%) Cisco
5 144 (6.44%) Google
6 102 (4.56%) Citrix
7 92 (4.12%) Salesforce.com
8 87 (3.89%) SAP
9 81 (3.62%) HP
10 70 (3.13%) Red Hat
11 56 (2.51%) EMC
12 50 (2.24%) Tableau
13 45 (2.01%) Atlassian
14 42 (1.88%) NetApp
15 35 (1.57%) Apple
16 30 (1.34%) IBM
17 27 (1.21%) Dell
17 27 (1.21%) ServiceNow
18 26 (1.16%) Informatica
19 25 (1.12%) Splunk