Period
to 10 December 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 10 December 2018 with a comparison to the same period in the previous 2 years.

Migration
Central London > City of London
6 months to
10 Dec 2018
Same period 2017 Same period 2016
Rank 81 113 127
Rank change year-on-year +32 +14 -23
Permanent jobs citing Migration 402 278 258
As % of all permanent IT jobs advertised in the City of London 3.73% 2.70% 2.28%
As % of the Processes & Methodologies category 4.07% 2.91% 2.50%
Number of salaries quoted 343 229 235
City of London median annual salary £65,000 £67,500 £55,000
Median salary % change year-on-year -3.70% +22.73% -4.35%
10th Percentile £39,000 £43,750 £40,000
90th Percentile £90,000 £110,500 £91,750
Central London median annual salary £65,000 £62,500 £55,000
% change year-on-year +4.00% +13.64% -8.33%

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 9,888 9,554 10,314
As % of all permanent IT jobs advertised in the City of London 91.83% 92.76% 90.98%
Number of salaries quoted 8,850 8,629 9,394
City of London median annual salary £65,000 £60,000 £59,000
Median salary % change year-on-year +8.33% +1.69% +2.61%
10th Percentile £36,250 £36,250 £35,000
90th Percentile £95,000 £95,000 £90,000
Central London median annual salary £63,000 £60,000 £57,500
% change year-on-year +5.00% +4.35% -

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 10 December 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 10 December 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 -1 2 £63,750 -
Migration
Central London

For the 6 months to 10 December 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 City of London region with a requirement for Migration.

1 127 (31.59%) Microsoft
2 121 (30.10%) SQL
3 113 (28.11%) Amazon AWS
4 96 (23.88%) Microsoft Azure
5 91 (22.64%) Windows
6 89 (22.14%) Agile Software Development
7 87 (21.64%) PowerShell
7 87 (21.64%) Active Directory
7 87 (21.64%) Finance
8 77 (19.15%) DevOps
9 74 (18.41%) Office 365
9 74 (18.41%) .NET
10 66 (16.42%) Degree
11 61 (15.17%) Project Management
12 57 (14.18%) Linux
12 57 (14.18%) Python
13 55 (13.68%) SQL Server
14 54 (13.43%) Windows Server 2008
15 52 (12.94%) Data Centre
16 51 (12.69%) Greenfield Project
17 49 (12.19%) Windows Server
18 47 (11.69%) Windows Server 2012
18 47 (11.69%) Hyper-V
19 46 (11.44%) Business Intelligence
19 46 (11.44%) Infrastructure Engineering
20 45 (11.19%) .NET Core
21 43 (10.70%) Microsoft Office
22 42 (10.45%) Data Warehouse
22 42 (10.45%) SQL Server Reporting Services
22 42 (10.45%) Vue.js

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 15 (3.73%) MS Exchange
1 15 (3.73%) SharePoint
2 11 (2.74%) CMS
3 10 (2.49%) DNN
3 10 (2.49%) Exchange Server 2010
3 10 (2.49%) Exchange Server 2013
4 8 (1.99%) Confluence
4 8 (1.99%) IIS
5 7 (1.74%) Skype for Business
6 5 (1.24%) GemFire
6 5 (1.24%) SharePoint 2013
7 4 (1.00%) Sitecore CMS
8 3 (0.75%) BizTalk Server
9 1 (0.25%) Elasticsearch
9 1 (0.25%) Exchange Server 2003
9 1 (0.25%) Exchange Server 2007
9 1 (0.25%) IBM Notes
9 1 (0.25%) SharePoint 2010
9 1 (0.25%) WordPress
Applications
1 43 (10.70%) Microsoft Office
2 15 (3.73%) Microsoft Excel
3 13 (3.23%) MS Visio
4 2 (0.50%) Microsoft PowerPoint
5 1 (0.25%) Microsoft Project
Business Applications
1 6 (1.49%) Dynamics CRM
1 6 (1.49%) Eikon
2 4 (1.00%) Salesforce.com CRM
3 1 (0.25%) Dynamics AX
3 1 (0.25%) Infor M3
Cloud Services
1 113 (28.11%) Amazon AWS
2 96 (23.88%) Microsoft Azure
3 74 (18.41%) Office 365
4 12 (2.99%) G Suite
5 10 (2.49%) PaaS
6 9 (2.24%) Azure Active Directory
6 9 (2.24%) IaaS
7 7 (1.74%) Dynamics 365
7 7 (1.74%) Google Cloud Platform
7 7 (1.74%) SaaS
8 6 (1.49%) BlazeMeter
9 4 (1.00%) Salesforce Service Cloud
10 3 (0.75%) Yammer
11 2 (0.50%) AWS CloudFormation
11 2 (0.50%) Salesforce Sales Cloud
11 2 (0.50%) Serverless
12 1 (0.25%) Azure Functions
12 1 (0.25%) Datadog
12 1 (0.25%) Mimecast
12 1 (0.25%) OneDrive
Communications & Networking
1 40 (9.95%) Firewall
2 36 (8.96%) DNS
3 33 (8.21%) DHCP
4 24 (5.97%) Unified Communications
5 19 (4.73%) VLAN
6 18 (4.48%) TCP/IP
7 17 (4.23%) VPN
8 16 (3.98%) LAN
9 12 (2.99%) WAN
9 12 (2.99%) Wi-Fi
10 9 (2.24%) Skype
11 8 (1.99%) Internet
12 7 (1.74%) BGP
12 7 (1.74%) SAN
13 6 (1.49%) MPLS
13 6 (1.49%) SSL
13 6 (1.49%) Wireless
14 5 (1.24%) IP Telephony
14 5 (1.24%) Network Security
15 3 (0.75%) VoIP
Database & Business Intelligence
1 55 (13.68%) SQL Server
2 42 (10.45%) Data Warehouse
2 42 (10.45%) SQL Server Reporting Services
3 39 (9.70%) SQL Server Integration Services
4 26 (6.47%) SQL Server Analysis Services
5 25 (6.22%) Power BI
6 23 (5.72%) Big Data
7 21 (5.22%) Relational Database
8 15 (3.73%) NoSQL
9 9 (2.24%) MySQL
10 8 (1.99%) Hadoop
10 8 (1.99%) SQL Server 2012
11 7 (1.74%) BusinessObjects
11 7 (1.74%) Data Lake
11 7 (1.74%) MongoDB
12 6 (1.49%) Amazon Redshift
12 6 (1.49%) Apache Hive
12 6 (1.49%) MS Access
12 6 (1.49%) PostgreSQL
12 6 (1.49%) Yellowfin
Development Applications
1 23 (5.72%) Jenkins
2 20 (4.98%) JIRA
3 15 (3.73%) Subversion
4 14 (3.48%) Maven
5 13 (3.23%) Atlassian Bamboo
5 13 (3.23%) Team Foundation Server
6 12 (2.99%) Git (software)
7 8 (1.99%) TeamCity
8 7 (1.74%) Robot Framework
9 6 (1.49%) Octopus Deploy
9 6 (1.49%) SQL Server Management Studio (SSMS)
10 5 (1.24%) Mockito
11 4 (1.00%) Visual Studio
12 2 (0.50%) Selenium
12 2 (0.50%) Sonatype Nexus
12 2 (0.50%) Visual Studio Team System
12 2 (0.50%) webpack
13 1 (0.25%) Cucumber
13 1 (0.25%) Hudson
13 1 (0.25%) SonarQube
General
1 87 (21.64%) Finance
2 24 (5.97%) Retail
3 14 (3.48%) Banking
4 13 (3.23%) Front Office
5 12 (2.99%) Advertising
6 10 (2.49%) Law
6 10 (2.49%) Marketing
7 3 (0.75%) Back Office
8 2 (0.50%) Investment Banking
8 2 (0.50%) Prime Brokerage
8 2 (0.50%) Synthetic Prime Brokerage
9 1 (0.25%) Financial Institution
9 1 (0.25%) Games
9 1 (0.25%) German Language
9 1 (0.25%) Legal
9 1 (0.25%) Military
9 1 (0.25%) Pharmaceutical
9 1 (0.25%) Publishing
9 1 (0.25%) Retail Banking
9 1 (0.25%) Spanish Language
Job Titles
1 79 (19.65%) Developer
2 64 (15.92%) Analyst
3 31 (7.71%) Administrator
4 27 (6.72%) Infrastructure Engineer
5 24 (5.97%) Business Analyst
6 23 (5.72%) DevOps Engineer
7 22 (5.47%) Architect
7 22 (5.47%) Programme Manager
8 21 (5.22%) C# Developer
9 19 (4.73%) Consultant
9 19 (4.73%) SQL Developer
10 18 (4.48%) Development Manager
10 18 (4.48%) E-Commerce Manager
10 18 (4.48%) Insurance Business Analyst
10 18 (4.48%) Senior Developer
11 17 (4.23%) .NET Developer
11 17 (4.23%) Network Engineer
12 16 (3.98%) Linux Engineer
13 15 (3.73%) Linux Administrator
13 15 (3.73%) Server Engineer
Libraries, Frameworks & Software Standards
1 74 (18.41%) .NET
2 45 (11.19%) .NET Core
3 42 (10.45%) Vue.js
4 23 (5.72%) HTML
5 21 (5.22%) ASP.NET
5 21 (5.22%) CSS
6 18 (4.48%) AngularJS
7 17 (4.23%) .NET Framework
8 13 (3.23%) HTML5
9 10 (2.49%) ASP.NET 2.0
9 10 (2.49%) ASP.NET Web Forms
9 10 (2.49%) Spring
9 10 (2.49%) Web Services
10 9 (2.24%) ASP.NET Web API
10 9 (2.24%) JMS
10 9 (2.24%) Middleware
11 8 (1.99%) REST
11 8 (1.99%) Twitter Bootstrap
12 7 (1.74%) jQuery
12 7 (1.74%) TIBCO EMS
Miscellaneous
1 52 (12.94%) Data Centre
2 51 (12.69%) Greenfield Project
3 34 (8.46%) Analytical Skills
4 21 (5.22%) Hybrid Cloud
5 18 (4.48%) PKI
6 17 (4.23%) Hedge funds
7 13 (3.23%) Derivative
7 13 (3.23%) Self-Motivation
8 12 (2.99%) Reinsurance
9 11 (2.74%) Data Structures
9 11 (2.74%) Fixed Income
10 8 (1.99%) Public Cloud
10 8 (1.99%) Replication
11 7 (1.74%) Mobile App
12 6 (1.49%) Private Cloud
13 4 (1.00%) Clustering
13 4 (1.00%) Foreign Exchange (FX)
13 4 (1.00%) Management Information System
13 4 (1.00%) Social Media
14 3 (0.75%) Enterprise Storage
Operating Systems
1 91 (22.64%) Windows
2 57 (14.18%) Linux
3 54 (13.43%) Windows Server 2008
4 49 (12.19%) Windows Server
5 47 (11.69%) Windows Server 2012
6 34 (8.46%) Unix
7 25 (6.22%) Windows 10
8 23 (5.72%) Windows 7
9 19 (4.73%) Solaris
10 18 (4.48%) Mac OS X
11 4 (1.00%) Windows Server 2003
12 3 (0.75%) Red Hat Enterprise Linux
13 2 (0.50%) Android
13 2 (0.50%) CentOS
14 1 (0.25%) AIX
14 1 (0.25%) Apple iOS
14 1 (0.25%) Windows 8
Processes & Methodologies
1 89 (22.14%) Agile Software Development
2 77 (19.15%) DevOps
3 61 (15.17%) Project Management
4 46 (11.44%) Business Intelligence
4 46 (11.44%) Infrastructure Engineering
5 39 (9.70%) Data Migration
6 38 (9.45%) B2B
6 38 (9.45%) Problem-Solving
7 37 (9.20%) E-Commerce
8 36 (8.96%) B2C
9 35 (8.71%) ETL
10 34 (8.46%) Scrum
11 31 (7.71%) Analytics
12 26 (6.47%) Computer Science
12 26 (6.47%) PRINCE2
12 26 (6.47%) Stakeholder Management
13 23 (5.72%) Open Source
14 22 (5.47%) Acceptance Criteria
14 22 (5.47%) Continuous Integration
15 20 (4.98%) API Integration
Programming Languages
1 121 (30.10%) SQL
2 87 (21.64%) PowerShell
3 57 (14.18%) Python
4 41 (10.20%) C#
5 33 (8.21%) Java
6 28 (6.97%) T-SQL
7 24 (5.97%) JavaScript
8 17 (4.23%) Bash Shell
8 17 (4.23%) VB.NET
9 10 (2.49%) Shell Script
10 7 (1.74%) C++
10 7 (1.74%) Perl
11 6 (1.49%) PHP
11 6 (1.49%) VBA
12 5 (1.24%) Java 8
12 5 (1.24%) Scala
12 5 (1.24%) VB
13 4 (1.00%) Ruby
14 2 (0.50%) Apex Code
14 2 (0.50%) C
Qualifications
1 66 (16.42%) Degree
2 25 (6.22%) Computer Science Degree
3 15 (3.73%) Numerate Degree
4 9 (2.24%) Microsoft Certification
4 9 (2.24%) Security Cleared
5 5 (1.24%) Cisco Certification
6 4 (1.00%) CCNA
6 4 (1.00%) MCSE
7 3 (0.75%) PRINCE2 Certification
8 2 (0.50%) Avaya Certification
8 2 (0.50%) ITIL Foundation Certificate
8 2 (0.50%) MCSA
8 2 (0.50%) MCSD
8 2 (0.50%) RHCE
8 2 (0.50%) SC Cleared
9 1 (0.25%) CCIE
9 1 (0.25%) CCIE Routing and Switching
9 1 (0.25%) ISEB
9 1 (0.25%) MCP
Quality Assurance & Compliance
1 10 (2.49%) Data Quality
2 5 (1.24%) GDPR
2 5 (1.24%) QA
2 5 (1.24%) Solvency II
3 3 (0.75%) SLA
4 2 (0.50%) Dodd-Frank
4 2 (0.50%) FATCA
4 2 (0.50%) ISO/IEC 27001
4 2 (0.50%) PMO
5 1 (0.25%) IFRS
5 1 (0.25%) IFRS 9
System Software
1 87 (21.64%) Active Directory
2 47 (11.69%) Hyper-V
3 24 (5.97%) VMware Infrastructure
4 23 (5.72%) Docker
5 5 (1.24%) XenApp
6 4 (1.00%) VMware ESXi
7 3 (0.75%) VirtualBox
8 2 (0.50%) Virtual Servers
9 1 (0.25%) Virtual Machines
9 1 (0.25%) VMware NSX
Systems Management
1 41 (10.20%) Puppet
2 23 (5.72%) Ansible
3 22 (5.47%) SCCM
4 17 (4.23%) Kubernetes
5 15 (3.73%) Terraform
6 14 (3.48%) SCOM
7 12 (2.99%) Norton AntiVirus
8 10 (2.49%) Opscode Chef
9 6 (1.49%) WSUS
10 5 (1.24%) Backup Exec
11 4 (1.00%) Salt
12 3 (0.75%) HP SIM
13 2 (0.50%) CFEngine
13 2 (0.50%) Grafana
13 2 (0.50%) Packer
13 2 (0.50%) Prometheus
14 1 (0.25%) Cisco Prime
14 1 (0.25%) TrustSec
Vendors
1 127 (31.59%) Microsoft
2 30 (7.46%) VMware
3 18 (4.48%) Oracle
4 17 (4.23%) Cisco
4 17 (4.23%) NetApp
5 16 (3.98%) Google
5 16 (3.98%) Symantec
6 14 (3.48%) Citrix
6 14 (3.48%) Tableau
7 12 (2.99%) Meraki
7 12 (2.99%) Palo Alto
8 11 (2.74%) TIBCO
9 10 (2.49%) Red Hat
10 9 (2.24%) Salesforce.com
10 9 (2.24%) Talend
11 8 (1.99%) Bloomberg
11 8 (1.99%) Veritas
12 6 (1.49%) Fidessa
12 6 (1.49%) Reuters
12 6 (1.49%) Solace