Period
to 15 December 2017

The following table provides summary statistics for permanent job vacancies advertised in the City of 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 15 December 2017 with a comparison to the same period in the previous 2 years.

Migration
Central London > City of London
6 months to
15 Dec 2017
Same period 2016 Same period 2015
Rank 110 123 103
Rank change year-on-year +13 -20 +24
Permanent jobs citing Migration 292 260 473
As % of all permanent IT jobs advertised in the City of London 2.81% 2.30% 2.94%
As % of the Processes & Methodologies category 3.10% 2.57% 3.29%
Number of salaries quoted 241 236 394
City of London median annual salary £70,000 £55,000 £57,500
Median salary % change year-on-year +27.27% -4.35% +4.55%
10th Percentile £43,750 £40,000 £35,150
90th Percentile £112,500 £93,750 £110,000
Central London median annual salary £62,500 £55,000 £60,000
% change year-on-year +13.64% -8.33% +11.11%

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 the City of London with a requirement for process or methodology skills.

All Process and Methodology Skills
City of London
Permanent vacancies with a requirement for process or methodology skills 9414 10131 14375
As % of all permanent IT jobs advertised in the City of London 90.51% 89.48% 89.37%
Number of salaries quoted 8479 9214 12537
City of London median annual salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.35% +4.55%
10th Percentile £36,250 £35,000 £33,750
90th Percentile £95,000 £91,250 £90,000
Central London median annual salary £60,000 £57,500 £57,500
% change year-on-year +4.35% - +4.55%

Migration
Job Vacancy Trend in the City of London

Job postings citing Migration as a percentage of all IT jobs advertised in the City of London.

Job vacancy trend for Migration in the City of London

Migration
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Migration in the City of London.

Salary trend for Migration in the City of London

Migration
Salary Histogram in the City of London

The salary distribution of IT jobs citing Migration in the City of London over the 6 months to 15 December 2017.

Salary histogram for Migration in the City of London

Migration
Job Locations in the City of London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Migration within the City of London region over the 6 months to 15 December 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
London Bridge - 2 - -
Migration
Central London

For the 6 months to 15 December 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 City of London region with a requirement for Migration.

1 106 (36.30%) Finance
2 68 (23.29%) Agile Software Development
2 68 (23.29%) Amazon AWS
3 63 (21.58%) Data Migration
3 63 (21.58%) SQL
4 59 (20.21%) Microsoft
5 58 (19.86%) Microsoft Azure
6 50 (17.12%) Windows
7 49 (16.78%) SQL Server
8 48 (16.44%) DevOps
9 45 (15.41%) Linux
10 42 (14.38%) Data Centre
11 41 (14.04%) Active Directory
12 37 (12.67%) Office 365
13 36 (12.33%) Windows Server
13 36 (12.33%) VMware
14 32 (10.96%) Data Modelling
14 32 (10.96%) IT Strategy
15 30 (10.27%) Java
16 29 (9.93%) PowerShell
16 29 (9.93%) Ansible
17 28 (9.59%) Business Intelligence
17 28 (9.59%) Project Management
18 27 (9.25%) Salesforce.com
18 27 (9.25%) Puppet
18 27 (9.25%) Banking
19 26 (8.90%) Business Analysis
19 26 (8.90%) Unix
19 26 (8.90%) Analytics
20 25 (8.56%) Big Data

Migration
Co-occurring IT Skills in the City of 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 20 (6.85%) SharePoint
2 16 (5.48%) MS Exchange
3 11 (3.77%) Confluence
3 11 (3.77%) Skype for Business
4 5 (1.71%) Apache
4 5 (1.71%) Apache Spark
4 5 (1.71%) CMS
4 5 (1.71%) WebLogic
5 4 (1.37%) IIS
6 3 (1.03%) Exchange Server 2010
6 3 (1.03%) OpenStack
7 2 (0.68%) Cloud Foundry
7 2 (0.68%) Elasticsearch
7 2 (0.68%) NetWeaver
7 2 (0.68%) SAS
7 2 (0.68%) Tomcat
7 2 (0.68%) WordPress
8 1 (0.34%) BizTalk Server
8 1 (0.34%) JBoss
8 1 (0.34%) nginx
Applications
1 17 (5.82%) Microsoft Office
2 10 (3.42%) Microsoft Excel
3 4 (1.37%) Microsoft Project
4 3 (1.03%) MS Visio
5 1 (0.34%) InfoPath
Business Applications
1 4 (1.37%) Salesforce.com CRM
2 3 (1.03%) Dynamics AX
2 3 (1.03%) Dynamics CRM
2 3 (1.03%) OpenText MBPM
3 2 (0.68%) SAP BPC
4 1 (0.34%) Dynamics NAV
4 1 (0.34%) Eikon
4 1 (0.34%) Infor M3
4 1 (0.34%) SAP CRM
Cloud Services
1 68 (23.29%) Amazon AWS
2 58 (19.86%) Microsoft Azure
3 37 (12.67%) Office 365
4 17 (5.82%) IaaS
5 16 (5.48%) Google Cloud Platform
6 15 (5.14%) PaaS
7 13 (4.45%) SaaS
8 8 (2.74%) Force.com
9 7 (2.40%) FinancialForce
10 5 (1.71%) AWS CloudFormation
10 5 (1.71%) Azure Active Directory
10 5 (1.71%) Cloud Computing
11 4 (1.37%) Serverless
12 3 (1.03%) Dynamics 365
13 2 (0.68%) Amazon EC2
13 2 (0.68%) Amazon ELB
13 2 (0.68%) Amazon S3
13 2 (0.68%) Bluemix
13 2 (0.68%) IBM Cloud
13 2 (0.68%) Salesforce Service Cloud
Communications & Networking
1 22 (7.53%) Firewall
2 10 (3.42%) Skype
3 6 (2.05%) VoIP
4 5 (1.71%) Internet
4 5 (1.71%) VPN
5 4 (1.37%) SAN
5 4 (1.37%) Wi-Fi
6 3 (1.03%) FTP
6 3 (1.03%) iSCSI
6 3 (1.03%) LAN
7 2 (0.68%) DHCP
7 2 (0.68%) DNS
7 2 (0.68%) Intranet
7 2 (0.68%) TCP/IP
7 2 (0.68%) Unified Communications
7 2 (0.68%) WAN
8 1 (0.34%) Cisco ASA
8 1 (0.34%) Extranet
8 1 (0.34%) Fibre Channel
8 1 (0.34%) SMS
Database & Business Intelligence
1 49 (16.78%) SQL Server
2 25 (8.56%) Big Data
3 22 (7.53%) MySQL
4 19 (6.51%) Hadoop
5 16 (5.48%) Data Warehouse
6 15 (5.14%) SQL Server Integration Services
7 13 (4.45%) SQL Server Reporting Services
8 10 (3.42%) NoSQL
9 8 (2.74%) SQL Server Analysis Services
10 4 (1.37%) MongoDB
10 4 (1.37%) Power BI
10 4 (1.37%) SQL Server 2008
10 4 (1.37%) SQL Server 2012
11 3 (1.03%) Apache Hive
11 3 (1.03%) BigQuery
11 3 (1.03%) Data Lake
11 3 (1.03%) Oracle Database
11 3 (1.03%) QlikView
11 3 (1.03%) SAP HANA
11 3 (1.03%) SQL Server 2016
Development Applications
1 19 (6.51%) JIRA
2 16 (5.48%) Git (software)
3 12 (4.11%) Jenkins
4 10 (3.42%) ERwin
5 9 (3.08%) Subversion
6 8 (2.74%) SQL Server Management Studio (SSMS)
7 6 (2.05%) Atlassian Bamboo
7 6 (2.05%) RStudio
8 5 (1.71%) ClearCase
9 4 (1.37%) Octopus Deploy
9 4 (1.37%) PHPUnit
9 4 (1.37%) TeamCity
9 4 (1.37%) Visual Studio
9 4 (1.37%) Visual Studio Team System
10 3 (1.03%) Phing
11 2 (0.68%) Bitbucket
12 1 (0.34%) Gradle
12 1 (0.34%) Jasmine
12 1 (0.34%) Oracle APEX
12 1 (0.34%) Vagrant
General
1 106 (36.30%) Finance
2 27 (9.25%) Banking
3 24 (8.22%) Retail
4 13 (4.45%) Law
5 8 (2.74%) Back Office
6 5 (1.71%) Legal
6 5 (1.71%) Marketing
7 4 (1.37%) Front Office
7 4 (1.37%) Investment Banking
8 3 (1.03%) Publishing
9 2 (0.68%) Advertising
9 2 (0.68%) Billing
9 2 (0.68%) Games
10 1 (0.34%) Financial Institution
10 1 (0.34%) Mandarin Language
10 1 (0.34%) Telecoms
Job Titles
1 51 (17.47%) Analyst
2 42 (14.38%) Architect
3 38 (13.01%) Business Analyst
4 27 (9.25%) Developer
5 24 (8.22%) Cloud Architect
6 22 (7.53%) Consultant
7 18 (6.16%) DevOps Engineer
8 17 (5.82%) Windows Engineer
9 15 (5.14%) Active Directory Engineer
10 13 (4.45%) AWS Engineer
11 12 (4.11%) Administrator
11 12 (4.11%) Server Engineer
12 11 (3.77%) Principal Consultant
13 10 (3.42%) Data Business Analyst
13 10 (3.42%) Enterprise Architect
13 10 (3.42%) Office 365 Engineer
14 9 (3.08%) AWS DevOps
14 9 (3.08%) Data Architect
14 9 (3.08%) Lead DevOps
15 8 (2.74%) Applications Support
Libraries, Frameworks & Software Standards
1 13 (4.45%) .NET
1 13 (4.45%) Visualforce
2 11 (3.77%) Middleware
3 10 (3.42%) XML
4 8 (2.74%) Web Services
5 7 (2.40%) jQuery
6 6 (2.05%) LAMP
7 5 (1.71%) CSS
7 5 (1.71%) React
8 4 (1.37%) AngularJS
8 4 (1.37%) HTML
8 4 (1.37%) Kafka
8 4 (1.37%) Node.js
8 4 (1.37%) REST
8 4 (1.37%) Symfony
9 3 (1.03%) Express
9 3 (1.03%) Mason
9 3 (1.03%) RabbitMQ
9 3 (1.03%) SAP Basis
9 3 (1.03%) SOAP
Miscellaneous
1 42 (14.38%) Data Centre
2 16 (5.48%) Analytical Skills
2 16 (5.48%) Replication
3 13 (4.45%) Enterprise Software
3 13 (4.45%) Fixed Income
4 11 (3.77%) Equities
5 10 (3.42%) Fintech
6 8 (2.74%) Data Structures
7 7 (2.40%) User Experience
8 6 (2.05%) Virtual Team
9 5 (1.71%) Computer Science
9 5 (1.71%) Hybrid Cloud
10 4 (1.37%) Management Information System
11 3 (1.03%) Clustering
11 3 (1.03%) Derivative
11 3 (1.03%) Greenfield Project
11 3 (1.03%) Public Cloud
12 2 (0.68%) Mainframe
12 2 (0.68%) Smartphone
12 2 (0.68%) Video Conferencing
Operating Systems
1 50 (17.12%) Windows
2 45 (15.41%) Linux
3 36 (12.33%) Windows Server
4 26 (8.90%) Unix
5 14 (4.79%) Windows Server 2008
5 14 (4.79%) Windows Server 2012
6 7 (2.40%) Windows 10
6 7 (2.40%) Windows 7
7 6 (2.05%) Windows 8
8 5 (1.71%) Red Hat Enterprise Linux
9 4 (1.37%) VMS
10 2 (0.68%) CentOS
10 2 (0.68%) Mac OS
10 2 (0.68%) Ubuntu
11 1 (0.34%) Android
11 1 (0.34%) Apple iOS
11 1 (0.34%) Solaris
11 1 (0.34%) Windows Server 2003
Processes & Methodologies
1 68 (23.29%) Agile Software Development
2 63 (21.58%) Data Migration
3 48 (16.44%) DevOps
4 32 (10.96%) Data Modelling
4 32 (10.96%) IT Strategy
5 28 (9.59%) Business Intelligence
5 28 (9.59%) Project Management
6 26 (8.90%) Analytics
6 26 (8.90%) Business Analysis
7 21 (7.19%) ETL
8 20 (6.85%) CRM
9 18 (6.16%) Data Management
10 17 (5.82%) Line Management
11 15 (5.14%) Data Analysis
11 15 (5.14%) Enterprise Architecture
11 15 (5.14%) Service Delivery
11 15 (5.14%) Waterfall
12 14 (4.79%) Configuration Management
13 13 (4.45%) ITIL
14 12 (4.11%) Investment Management
Programming Languages
1 63 (21.58%) SQL
2 30 (10.27%) Java
3 29 (9.93%) PowerShell
4 25 (8.56%) Python
5 18 (6.16%) Bash Shell
6 14 (4.79%) T-SQL
7 13 (4.45%) Apex Code
7 13 (4.45%) JavaScript
8 12 (4.11%) Perl
9 10 (3.42%) PHP
10 9 (3.08%) C#
10 9 (3.08%) R
10 9 (3.08%) VB
11 8 (2.74%) C
11 8 (2.74%) C++
11 8 (2.74%) Ruby
12 4 (1.37%) VB6
12 4 (1.37%) VBA
13 3 (1.03%) Scala
13 3 (1.03%) Shell Script
Qualifications
1 9 (3.08%) Microsoft Certification
2 8 (2.74%) Degree
3 4 (1.37%) ITIL Certification
4 2 (0.68%) CISSP
4 2 (0.68%) IIBA
4 2 (0.68%) Security Cleared
5 1 (0.34%) CISM
5 1 (0.34%) Citrix Certification
5 1 (0.34%) Computer Science Degree
5 1 (0.34%) CRISC
5 1 (0.34%) DV Cleared
5 1 (0.34%) MCSA
5 1 (0.34%) MCSE
5 1 (0.34%) Numerate Degree
5 1 (0.34%) PhD
5 1 (0.34%) PRINCE2 Certification
5 1 (0.34%) RHCE
5 1 (0.34%) SC Cleared
Quality Assurance & Compliance
1 18 (6.16%) Data Quality
2 13 (4.45%) PMO
3 6 (2.05%) QA
4 4 (1.37%) SLA
5 2 (0.68%) GDPR
5 2 (0.68%) ISO/IEC 27001
5 2 (0.68%) PCI DSS
6 1 (0.34%) DICOM
6 1 (0.34%) HL7
6 1 (0.34%) MiFID
System Software
1 41 (14.04%) Active Directory
2 21 (7.19%) Docker
3 8 (2.74%) HDFS
3 8 (2.74%) Hyper-V
4 6 (2.05%) VMware Infrastructure
5 5 (1.71%) VMware ESXi
6 3 (1.03%) VMware NSX
7 2 (0.68%) Cronacle
7 2 (0.68%) Microsoft App-V
7 2 (0.68%) vSphere
7 2 (0.68%) XenApp
8 1 (0.34%) DFS Replication
8 1 (0.34%) KVM
8 1 (0.34%) NFS
8 1 (0.34%) Virtual Desktop
8 1 (0.34%) VMware Server
8 1 (0.34%) VMware Workstation
Systems Management
1 29 (9.93%) Ansible
2 27 (9.25%) Puppet
3 16 (5.48%) Kubernetes
4 12 (4.11%) Opscode Chef
5 11 (3.77%) SCCM
6 10 (3.42%) Terraform
7 8 (2.74%) SCOM
8 6 (2.05%) vRealize
9 5 (1.71%) NetBackup
10 3 (1.03%) BladeLogic
10 3 (1.03%) Control-M
10 3 (1.03%) Mesos
10 3 (1.03%) Packer
11 2 (0.68%) AirWatch
11 2 (0.68%) WSUS
12 1 (0.34%) EdgeSight
12 1 (0.34%) Nagios
12 1 (0.34%) SCOrch
12 1 (0.34%) Systems Management Server (SMS)
12 1 (0.34%) vMotion
Vendors
1 59 (20.21%) Microsoft
2 36 (12.33%) VMware
3 27 (9.25%) Salesforce.com
4 19 (6.51%) Oracle
5 16 (5.48%) Google
6 15 (5.14%) Cisco
7 13 (4.45%) Tableau
8 8 (2.74%) Sybase
9 7 (2.40%) Guidewire
10 6 (2.05%) Atlassian
10 6 (2.05%) Cloudera
10 6 (2.05%) Splunk
11 5 (1.71%) Citrix
11 5 (1.71%) HP
11 5 (1.71%) SAP
12 4 (1.37%) Veritas
13 3 (1.03%) Dell
13 3 (1.03%) NetApp
13 3 (1.03%) Red Hat
13 3 (1.03%) Remedy