Period
to 19 January 2018

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 19 January 2018 with a comparison to the same period in the previous 2 years.

Migration
Central London > City of London
6 months to
19 Jan 2018
Same period 2017 Same period 2016
Rank 102 130 100
Rank change year-on-year +28 -30 +19
Permanent jobs citing Migration 315 247 427
As % of all permanent IT jobs advertised in the City of London 3.00% 2.32% 2.98%
As % of the Processes & Methodologies category 3.31% 2.61% 3.32%
Number of salaries quoted 259 224 373
City of London median annual salary £70,000 £55,000 £57,500
Median salary % change year-on-year +27.27% -4.35% +2.68%
10th Percentile £43,750 £38,825 £36,500
90th Percentile £112,500 £93,750 £109,000
Central London median annual salary £65,000 £55,000 £57,500
% change year-on-year +18.18% -4.35% +4.55%

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 9,523 9,481 12,850
As % of all permanent IT jobs advertised in the City of London 90.83% 89.20% 89.62%
Number of salaries quoted 8,497 8,622 11,315
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 £36,250 £35,000
90th Percentile £95,000 £92,500 £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 19 January 2018.

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 19 January 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
London Bridge - 2 - -
Migration
Central London

For the 6 months to 19 January 2018, 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.

1 120 (38.10%) Finance
2 80 (25.40%) Microsoft
3 74 (23.49%) Agile Software Development
4 72 (22.86%) SQL
5 71 (22.54%) Amazon AWS
6 70 (22.22%) Microsoft Azure
7 59 (18.73%) Data Migration
8 57 (18.10%) Active Directory
9 55 (17.46%) Windows
10 53 (16.83%) Linux
11 48 (15.24%) Office 365
11 48 (15.24%) DevOps
12 46 (14.60%) SQL Server
13 45 (14.29%) Data Centre
14 42 (13.33%) Windows Server
14 42 (13.33%) PowerShell
15 41 (13.02%) VMware
16 39 (12.38%) Data Modelling
17 32 (10.16%) Salesforce.com
18 31 (9.84%) Business Intelligence
18 31 (9.84%) Unix
18 31 (9.84%) IT Strategy
19 30 (9.52%) Ansible
19 30 (9.52%) CRM
20 29 (9.21%) Project Management
21 28 (8.89%) Puppet
21 28 (8.89%) Banking
21 28 (8.89%) Big Data
22 26 (8.25%) Analytics
22 26 (8.25%) Waterfall

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 24 (7.62%) SharePoint
2 16 (5.08%) MS Exchange
3 11 (3.49%) Confluence
3 11 (3.49%) Skype for Business
4 7 (2.22%) Apache Spark
5 6 (1.90%) BizTalk Server
6 5 (1.59%) Apache
6 5 (1.59%) CMS
6 5 (1.59%) WebLogic
7 3 (0.95%) Exchange Server 2010
7 3 (0.95%) IIS
7 3 (0.95%) OpenStack
8 2 (0.63%) Elasticsearch
8 2 (0.63%) Exchange Server 2013
8 2 (0.63%) JBoss
8 2 (0.63%) SAS
8 2 (0.63%) Tomcat
9 1 (0.32%) NetWeaver
9 1 (0.32%) nginx
9 1 (0.32%) WordPress
Applications
1 18 (5.71%) Microsoft Office
2 10 (3.17%) Microsoft Excel
3 5 (1.59%) Microsoft Project
4 3 (0.95%) MS Visio
5 1 (0.32%) Adobe Illustrator
5 1 (0.32%) Fireworks
5 1 (0.32%) InVision
5 1 (0.32%) Photoshop
Business Applications
1 11 (3.49%) Dynamics CRM
2 4 (1.27%) OpenText MBPM
2 4 (1.27%) Salesforce.com CRM
3 2 (0.63%) Dynamics AX
4 1 (0.32%) Dynamics NAV
4 1 (0.32%) Eikon
4 1 (0.32%) Infor M3
4 1 (0.32%) SAP BPC
4 1 (0.32%) SAP CRM
Cloud Services
1 71 (22.54%) Amazon AWS
2 70 (22.22%) Microsoft Azure
3 48 (15.24%) Office 365
4 22 (6.98%) IaaS
5 19 (6.03%) Google Cloud Platform
5 19 (6.03%) PaaS
6 14 (4.44%) Serverless
7 12 (3.81%) SaaS
8 8 (2.54%) Force.com
9 7 (2.22%) Cloud Computing
9 7 (2.22%) FinancialForce
10 5 (1.59%) AWS CloudFormation
11 4 (1.27%) Dynamics 365
11 4 (1.27%) GitHub
12 3 (0.95%) Salesforce Sales Cloud
13 2 (0.63%) Amazon EC2
13 2 (0.63%) Amazon S3
13 2 (0.63%) Azure Active Directory
13 2 (0.63%) CloudFront
13 2 (0.63%) Salesforce Service Cloud
Communications & Networking
1 26 (8.25%) Firewall
2 10 (3.17%) Skype
3 6 (1.90%) LAN
3 6 (1.90%) SAN
3 6 (1.90%) VoIP
3 6 (1.90%) WAN
4 5 (1.59%) Internet
4 5 (1.59%) Wi-Fi
5 4 (1.27%) TCP/IP
5 4 (1.27%) VPN
6 3 (0.95%) DHCP
6 3 (0.95%) DNS
6 3 (0.95%) FTP
6 3 (0.95%) iSCSI
7 2 (0.63%) Cisco ASA
7 2 (0.63%) SSL
7 2 (0.63%) Unified Communications
8 1 (0.32%) Extranet
8 1 (0.32%) Fibre Channel
8 1 (0.32%) Intranet
Database & Business Intelligence
1 46 (14.60%) SQL Server
2 28 (8.89%) Big Data
3 20 (6.35%) Data Warehouse
3 20 (6.35%) Hadoop
3 20 (6.35%) MySQL
4 15 (4.76%) SQL Server Integration Services
5 12 (3.81%) SQL Server Reporting Services
6 9 (2.86%) NoSQL
7 7 (2.22%) SQL Server Analysis Services
8 4 (1.27%) MongoDB
8 4 (1.27%) Power BI
9 3 (0.95%) Apache Hive
9 3 (0.95%) BigQuery
9 3 (0.95%) Data Lake
9 3 (0.95%) Oracle Database
9 3 (0.95%) QlikView
9 3 (0.95%) Relational Database
9 3 (0.95%) SQL Server 2008
9 3 (0.95%) SQL Server 2012
9 3 (0.95%) SQL Server 2016
Development Applications
1 24 (7.62%) Git (software)
2 19 (6.03%) JIRA
3 14 (4.44%) Jenkins
3 14 (4.44%) Visual Studio
3 14 (4.44%) Visual Studio Team System
4 13 (4.13%) ERwin
5 8 (2.54%) Subversion
6 6 (1.90%) SQL Server Management Studio (SSMS)
7 5 (1.59%) ClearCase
7 5 (1.59%) RStudio
7 5 (1.59%) TeamCity
8 4 (1.27%) PHPUnit
9 3 (0.95%) Atlassian Bamboo
9 3 (0.95%) Octopus Deploy
9 3 (0.95%) Phing
10 2 (0.63%) Bitbucket
11 1 (0.32%) Balsamiq Mockups
11 1 (0.32%) Gradle
11 1 (0.32%) Vagrant
11 1 (0.32%) WebStorm
General
1 120 (38.10%) Finance
2 28 (8.89%) Banking
3 18 (5.71%) Retail
4 16 (5.08%) Law
5 8 (2.54%) Back Office
5 8 (2.54%) Legal
6 7 (2.22%) Advertising
7 5 (1.59%) Front Office
7 5 (1.59%) Marketing
7 5 (1.59%) Publishing
8 2 (0.63%) Investment Banking
9 1 (0.32%) Corporate Banking
9 1 (0.32%) Financial Institution
9 1 (0.32%) International Banking
9 1 (0.32%) Mandarin Language
9 1 (0.32%) Retail Banking
9 1 (0.32%) Telecoms
Job Titles
1 60 (19.05%) Architect
2 48 (15.24%) Analyst
3 38 (12.06%) Cloud Architect
4 37 (11.75%) Business Analyst
5 28 (8.89%) Consultant
5 28 (8.89%) Developer
6 19 (6.03%) DevOps Engineer
7 18 (5.71%) Azure Architect
8 16 (5.08%) Windows Engineer
9 15 (4.76%) Solutions Architect
10 14 (4.44%) Active Directory Engineer
10 14 (4.44%) Administrator
10 14 (4.44%) Principal Consultant
11 13 (4.13%) AWS Engineer
11 13 (4.13%) Server Engineer
12 12 (3.81%) Data Business Analyst
12 12 (3.81%) Enterprise Architect
13 11 (3.49%) Project Manager
14 10 (3.17%) Cloud Solutions Architect
14 10 (3.17%) Office 365 Engineer
Libraries, Frameworks & Software Standards
1 17 (5.40%) .NET
2 14 (4.44%) Visualforce
2 14 (4.44%) Web Services
3 10 (3.17%) XML
4 9 (2.86%) ASP.NET
4 9 (2.86%) CSS
4 9 (2.86%) HTML
5 7 (2.22%) ASP.NET MVC
5 7 (2.22%) ASP.NET Web API
5 7 (2.22%) jQuery
5 7 (2.22%) Middleware
5 7 (2.22%) WCF
6 6 (1.90%) .NET Framework
6 6 (1.90%) AngularJS
6 6 (1.90%) Entity Framework
6 6 (1.90%) Kafka
6 6 (1.90%) REST
7 5 (1.59%) Node.js
7 5 (1.59%) React
7 5 (1.59%) SOAP
Miscellaneous
1 45 (14.29%) Data Centre
2 16 (5.08%) Replication
3 14 (4.44%) Analytical Skills
4 11 (3.49%) Enterprise Software
4 11 (3.49%) Fintech
4 11 (3.49%) Fixed Income
5 9 (2.86%) Computer Science
5 9 (2.86%) Equities
5 9 (2.86%) User Experience
6 8 (2.54%) Management Information System
7 6 (1.90%) Data Structures
8 5 (1.59%) Greenfield Project
9 4 (1.27%) Virtual Team
10 3 (0.95%) Clustering
10 3 (0.95%) Derivative
10 3 (0.95%) Hybrid Cloud
11 2 (0.63%) CMDB
11 2 (0.63%) Foreign Exchange (FX)
11 2 (0.63%) Smartphone
11 2 (0.63%) Tandem
Operating Systems
1 55 (17.46%) Windows
2 53 (16.83%) Linux
3 42 (13.33%) Windows Server
4 31 (9.84%) Unix
5 12 (3.81%) Windows Server 2008
5 12 (3.81%) Windows Server 2012
6 7 (2.22%) Windows 10
6 7 (2.22%) Windows 7
7 5 (1.59%) Red Hat Enterprise Linux
7 5 (1.59%) Windows 8
8 4 (1.27%) VMS
9 3 (0.95%) CentOS
9 3 (0.95%) Ubuntu
10 2 (0.63%) Android
10 2 (0.63%) Apple iOS
10 2 (0.63%) Mac OS
11 1 (0.32%) Mac OS X
11 1 (0.32%) Solaris
Processes & Methodologies
1 74 (23.49%) Agile Software Development
2 59 (18.73%) Data Migration
3 48 (15.24%) DevOps
4 39 (12.38%) Data Modelling
5 31 (9.84%) Business Intelligence
5 31 (9.84%) IT Strategy
6 30 (9.52%) CRM
7 29 (9.21%) Project Management
8 26 (8.25%) Analytics
8 26 (8.25%) Waterfall
9 24 (7.62%) Business Analysis
10 22 (6.98%) ETL
11 20 (6.35%) Service Delivery
12 18 (5.71%) Enterprise Architecture
13 17 (5.40%) Data Management
14 16 (5.08%) Presales
15 13 (4.13%) Configuration Management
15 13 (4.13%) Data Analysis
15 13 (4.13%) Visualisation
16 12 (3.81%) Investment Management
Programming Languages
1 72 (22.86%) SQL
2 42 (13.33%) PowerShell
3 26 (8.25%) Python
4 22 (6.98%) Java
4 22 (6.98%) JavaScript
5 19 (6.03%) Bash Shell
6 18 (5.71%) C#
7 14 (4.44%) Apex Code
7 14 (4.44%) T-SQL
8 12 (3.81%) Perl
9 8 (2.54%) C
9 8 (2.54%) C++
9 8 (2.54%) PHP
9 8 (2.54%) R
10 7 (2.22%) VB
11 5 (1.59%) Ruby
12 4 (1.27%) VB6
12 4 (1.27%) VBA
13 3 (0.95%) Scala
13 3 (0.95%) Shell Script
Qualifications
1 17 (5.40%) Degree
2 7 (2.22%) Microsoft Certification
3 4 (1.27%) ITIL Certification
4 3 (0.95%) Computer Science Degree
4 3 (0.95%) Master's Degree
4 3 (0.95%) Security Cleared
5 2 (0.63%) CISM
5 2 (0.63%) CISSP
5 2 (0.63%) CRISC
5 2 (0.63%) IIBA
5 2 (0.63%) PRINCE2 Practitioner
6 1 (0.32%) AWS Certification
6 1 (0.32%) DBS Check
6 1 (0.32%) DV Cleared
6 1 (0.32%) MCSA
6 1 (0.32%) MCSE
6 1 (0.32%) Numerate Degree
6 1 (0.32%) PMP
6 1 (0.32%) RHCE
6 1 (0.32%) SC Cleared
Quality Assurance & Compliance
1 19 (6.03%) Data Quality
2 10 (3.17%) PMO
3 7 (2.22%) SLA
4 6 (1.90%) QA
5 5 (1.59%) GDPR
6 3 (0.95%) ISO/IEC 27001
6 3 (0.95%) MiFID
7 2 (0.63%) PCI DSS
8 1 (0.32%) DICOM
8 1 (0.32%) HL7
8 1 (0.32%) SEPA
System Software
1 57 (18.10%) Active Directory
2 24 (7.62%) Docker
3 11 (3.49%) Hyper-V
4 9 (2.86%) VMware Infrastructure
5 7 (2.22%) HDFS
6 4 (1.27%) VMware ESXi
7 2 (0.63%) Apache Flume
7 2 (0.63%) VMware NSX
7 2 (0.63%) vSphere
8 1 (0.32%) Cronacle
8 1 (0.32%) KVM
8 1 (0.32%) Microsoft App-V
8 1 (0.32%) NFS
8 1 (0.32%) Virtual Desktop
8 1 (0.32%) XenApp
8 1 (0.32%) XenDesktop
Systems Management
1 30 (9.52%) Ansible
2 28 (8.89%) Puppet
3 17 (5.40%) Kubernetes
4 12 (3.81%) Opscode Chef
5 11 (3.49%) Terraform
6 7 (2.22%) NetBackup
6 7 (2.22%) SCCM
7 5 (1.59%) SCOM
8 3 (0.95%) BladeLogic
8 3 (0.95%) Control-M
8 3 (0.95%) Mesos
8 3 (0.95%) Packer
8 3 (0.95%) vRealize
9 2 (0.63%) AirWatch
10 1 (0.32%) EdgeSight
10 1 (0.32%) Failover Clustering
10 1 (0.32%) Nagios
10 1 (0.32%) vCenter Server
10 1 (0.32%) vMotion
10 1 (0.32%) WSUS
Vendors
1 80 (25.40%) Microsoft
2 41 (13.02%) VMware
3 32 (10.16%) Salesforce.com
4 21 (6.67%) Google
5 18 (5.71%) Oracle
6 16 (5.08%) Tableau
7 14 (4.44%) Cisco
8 8 (2.54%) Cloudera
9 7 (2.22%) Atlassian
10 6 (1.90%) Guidewire
10 6 (1.90%) SAP
10 6 (1.90%) Sybase
10 6 (1.90%) Veritas
11 5 (1.59%) Citrix
11 5 (1.59%) HP
12 4 (1.27%) IBM
12 4 (1.27%) NetApp
12 4 (1.27%) OpenText
12 4 (1.27%) Pega
13 3 (0.95%) Remedy