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

Migration
Central London > City of London
6 months to
21 Jul 2018
Same period 2017 Same period 2016
Rank 95 129 125
Rank change year-on-year +34 -4 -8
Permanent jobs citing Migration 363 245 321
As % of all permanent IT jobs advertised in the City of London 3.25% 2.37% 2.37%
As % of the Processes & Methodologies category 3.53% 2.62% 2.59%
Number of salaries quoted 315 219 297
City of London median annual salary £65,000 £63,000 £56,000
Median salary % change year-on-year +3.17% +12.50% -2.61%
10th Percentile £37,500 £37,500 £35,600
90th Percentile £97,750 £95,000 £85,000
Central London median annual salary £65,000 £59,500 £57,500
% change year-on-year +9.24% +3.48% -

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 10,275 9,361 12,387
As % of all permanent IT jobs advertised in the City of London 92.13% 90.50% 91.47%
Number of salaries quoted 9,150 8,419 11,206
City of London median annual salary £65,000 £60,000 £57,500
Median salary % change year-on-year +8.33% +4.35% +4.55%
10th Percentile £37,000 £35,500 £35,000
90th Percentile £93,750 £92,500 £87,500
Central London median annual salary £62,500 £60,000 £57,500
% change year-on-year +4.17% +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 21 July 2018.

Salary histogram for Migration in the City of London

For the 6 months to 21 July 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.

1 137 (37.74%) Microsoft
2 136 (37.47%) Finance
3 115 (31.68%) Microsoft Azure
4 114 (31.40%) SQL
5 101 (27.82%) Windows
6 83 (22.87%) Agile Software Development
7 81 (22.31%) Amazon AWS
8 75 (20.66%) PowerShell
9 72 (19.83%) SQL Server
10 70 (19.28%) Active Directory
11 64 (17.63%) Windows Server
12 59 (16.25%) Data Warehouse
13 58 (15.98%) Office 365
14 51 (14.05%) Project Management
15 48 (13.22%) Data Migration
15 48 (13.22%) Data Centre
16 46 (12.67%) Hyper-V
17 44 (12.12%) VMware
18 43 (11.85%) ETL
18 43 (11.85%) Linux
18 43 (11.85%) DevOps
19 41 (11.29%) Citrix
20 40 (11.02%) T-SQL
21 38 (10.47%) Firewall
21 38 (10.47%) SQL Server Reporting Services
21 38 (10.47%) Degree
22 37 (10.19%) SQL Server Integration Services
23 36 (9.92%) Windows Server 2008
23 36 (9.92%) Waterfall
24 32 (8.82%) Windows 7

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 (6.61%) Exchange Server 2013
2 21 (5.79%) SharePoint
3 20 (5.51%) MS Exchange
3 20 (5.51%) Skype for Business
4 14 (3.86%) Confluence
5 7 (1.93%) SAS
6 6 (1.65%) Exchange Server 2010
7 5 (1.38%) Apache Spark
7 5 (1.38%) Oracle Workflow
8 4 (1.10%) IIS
9 3 (0.83%) CMS
10 2 (0.55%) Blackberry Enterprise Server
10 2 (0.55%) Exchange Server 2003
10 2 (0.55%) GemFire
10 2 (0.55%) JBoss
11 1 (0.28%) Oracle Coherence
11 1 (0.28%) SharePoint 2010
11 1 (0.28%) SharePoint 2013
11 1 (0.28%) Tomcat
Applications
1 28 (7.71%) Microsoft Office
2 7 (1.93%) Microsoft Excel
2 7 (1.93%) MS Visio
3 3 (0.83%) Microsoft Project
4 2 (0.55%) Microsoft PowerPoint
5 1 (0.28%) Spreadsheet
Business Applications
1 7 (1.93%) Eikon
2 6 (1.65%) Dynamics CRM
3 4 (1.10%) Salesforce.com CRM
4 2 (0.55%) PeopleSoft HCM
4 2 (0.55%) PeopleSoft HRMS
4 2 (0.55%) Sentinel
5 1 (0.28%) Dynamics AX
5 1 (0.28%) Infor M3
5 1 (0.28%) SAP CRM
5 1 (0.28%) SAP S/4HANA
Cloud Services
1 115 (31.68%) Microsoft Azure
2 81 (22.31%) Amazon AWS
3 58 (15.98%) Office 365
4 19 (5.23%) Azure Active Directory
4 19 (5.23%) IaaS
5 17 (4.68%) PaaS
6 15 (4.13%) SaaS
7 10 (2.75%) Dynamics 365
8 6 (1.65%) G Suite
8 6 (1.65%) Salesforce Sales Cloud
8 6 (1.65%) Salesforce Service Cloud
9 5 (1.38%) Cloud Computing
9 5 (1.38%) Serverless
10 4 (1.10%) GitHub
10 4 (1.10%) Google Cloud Platform
10 4 (1.10%) Virtual Private Cloud
11 3 (0.83%) Mimecast
12 2 (0.55%) AWS CloudFormation
12 2 (0.55%) Trello
12 2 (0.55%) Yammer
Communications & Networking
1 38 (10.47%) Firewall
2 27 (7.44%) LAN
2 27 (7.44%) WAN
3 21 (5.79%) Skype
4 19 (5.23%) SAN
5 18 (4.96%) DNS
5 18 (4.96%) TCP/IP
6 17 (4.68%) DHCP
7 15 (4.13%) VLAN
8 14 (3.86%) Unified Communications
8 14 (3.86%) VPN
9 11 (3.03%) Wireless
10 9 (2.48%) IP Telephony
11 5 (1.38%) Network Security
12 4 (1.10%) Wi-Fi
13 2 (0.55%) HTTP
13 2 (0.55%) Intranet
13 2 (0.55%) iSCSI
13 2 (0.55%) SSL
13 2 (0.55%) VoIP
Database & Business Intelligence
1 72 (19.83%) SQL Server
2 59 (16.25%) Data Warehouse
3 38 (10.47%) SQL Server Reporting Services
4 37 (10.19%) SQL Server Integration Services
5 25 (6.89%) Big Data
6 22 (6.06%) SQL Server Analysis Services
7 18 (4.96%) Relational Database
8 17 (4.68%) Hadoop
9 14 (3.86%) Azure SQL Data Warehouse
9 14 (3.86%) MS Access
9 14 (3.86%) NoSQL
10 12 (3.31%) Apache Hive
11 9 (2.48%) MySQL
11 9 (2.48%) Power BI
11 9 (2.48%) RDBMS
11 9 (2.48%) SQL Server 2016
12 6 (1.65%) Oracle Database
13 5 (1.38%) PostgreSQL
13 5 (1.38%) QlikView
14 4 (1.10%) VLDB
Development Applications
1 18 (4.96%) JIRA
2 13 (3.58%) SQL Server Management Studio (SSMS)
3 8 (2.20%) TeamCity
4 6 (1.65%) Git (software)
4 6 (1.65%) Visual Studio Team System
5 5 (1.38%) Visual Studio
6 4 (1.10%) MSBuild
6 4 (1.10%) Subversion
6 4 (1.10%) Team Foundation Server
7 3 (0.83%) ERwin
7 3 (0.83%) Jenkins
7 3 (0.83%) Maven
7 3 (0.83%) webpack
8 2 (0.55%) Atlassian Bamboo
8 2 (0.55%) Jasmine
8 2 (0.55%) Karma Test Runner
8 2 (0.55%) Mocha
8 2 (0.55%) PeopleTools
8 2 (0.55%) RStudio
9 1 (0.28%) Mockito
General
1 136 (37.47%) Finance
2 28 (7.71%) Banking
3 22 (6.06%) Law
4 19 (5.23%) Advertising
5 17 (4.68%) Legal
6 16 (4.41%) Marketing
7 12 (3.31%) Retail
8 11 (3.03%) Publishing
9 7 (1.93%) Front Office
10 5 (1.38%) Japanese Language
11 4 (1.10%) Back Office
12 3 (0.83%) Financial Institution
12 3 (0.83%) International Banking
12 3 (0.83%) Investment Banking
13 2 (0.55%) Games
14 1 (0.28%) Aerospace
14 1 (0.28%) Billing
14 1 (0.28%) Mandarin Language
14 1 (0.28%) Telecoms
Job Titles
1 66 (18.18%) Analyst
2 50 (13.77%) Developer
3 47 (12.95%) Architect
4 36 (9.92%) Business Analyst
5 31 (8.54%) Consultant
6 26 (7.16%) Project Manager
7 23 (6.34%) Data Warehouse Analyst
7 23 (6.34%) Data Warehouse Business Analyst
8 22 (6.06%) Infrastructure Engineer
9 21 (5.79%) DevOps Engineer
10 19 (5.23%) Support Engineer
11 18 (4.96%) Business Finance Analyst
11 18 (4.96%) Finance Business Analyst
11 18 (4.96%) Financial Analyst
11 18 (4.96%) Transformation Analyst
12 17 (4.68%) Cloud Architect
13 16 (4.41%) Data Engineer
13 16 (4.41%) DBA
14 15 (4.13%) SQL Developer
15 13 (3.58%) Data Architect
Libraries, Frameworks & Software Standards
1 29 (7.99%) .NET
2 18 (4.96%) HTML
3 16 (4.41%) CSS
4 15 (4.13%) ASP.NET
5 13 (3.58%) Web Services
6 10 (2.75%) ASP.NET Web API
7 9 (2.48%) Mason
7 9 (2.48%) REST
8 8 (2.20%) AngularJS
8 8 (2.20%) HTML5
8 8 (2.20%) Visualforce
9 6 (1.65%) Hibernate
9 6 (1.65%) Spring
10 4 (1.10%) Java EE
10 4 (1.10%) JDBC
10 4 (1.10%) Middleware
10 4 (1.10%) Struts
10 4 (1.10%) Twitter Bootstrap
10 4 (1.10%) WCF
10 4 (1.10%) WPF
Miscellaneous
1 48 (13.22%) Data Centre
2 22 (6.06%) Analytical Skills
3 15 (4.13%) Data Structures
3 15 (4.13%) Hybrid Cloud
4 12 (3.31%) Computer Science
5 11 (3.03%) Management Information System
5 11 (3.03%) Private Cloud
6 9 (2.48%) Fintech
6 9 (2.48%) Replication
7 7 (1.93%) Derivative
7 7 (1.93%) Foreign Exchange (FX)
8 6 (1.65%) Enterprise Cloud
8 6 (1.65%) Virtual Team
9 5 (1.38%) Self-Motivation
10 4 (1.10%) PKI
10 4 (1.10%) PMI
10 4 (1.10%) User Experience
11 3 (0.83%) Fixed Income
11 3 (0.83%) Reference Data
12 2 (0.55%) Video Conferencing
Operating Systems
1 101 (27.82%) Windows
2 64 (17.63%) Windows Server
3 43 (11.85%) Linux
4 36 (9.92%) Windows Server 2008
5 32 (8.82%) Windows 7
6 27 (7.44%) Windows 10
7 26 (7.16%) Windows Server 2012
8 17 (4.68%) Unix
9 14 (3.86%) Mac OS X
10 6 (1.65%) Red Hat Enterprise Linux
11 2 (0.55%) CentOS
11 2 (0.55%) VyOS
12 1 (0.28%) AIX
12 1 (0.28%) Solaris
12 1 (0.28%) Ubuntu
12 1 (0.28%) VMS
Processes & Methodologies
1 83 (22.87%) Agile Software Development
2 51 (14.05%) Project Management
3 48 (13.22%) Data Migration
4 43 (11.85%) DevOps
4 43 (11.85%) ETL
5 36 (9.92%) Waterfall
6 29 (7.99%) Business Intelligence
7 26 (7.16%) Stakeholder Management
8 25 (6.89%) PRINCE2
9 24 (6.61%) Scrum
10 23 (6.34%) Data Management
11 22 (6.06%) Data Modelling
12 21 (5.79%) Data Analysis
12 21 (5.79%) Problem-Solving
13 20 (5.51%) Analytics
13 20 (5.51%) CRM
13 20 (5.51%) SDLC
14 19 (5.23%) Continuous Integration
14 19 (5.23%) Network Architecture
15 17 (4.68%) ITIL
Programming Languages
1 114 (31.40%) SQL
2 75 (20.66%) PowerShell
3 40 (11.02%) T-SQL
4 27 (7.44%) Java
5 26 (7.16%) JavaScript
5 26 (7.16%) Python
6 25 (6.89%) C#
7 16 (4.41%) C
8 14 (3.86%) Bash Shell
9 8 (2.20%) Apex Code
9 8 (2.20%) Perl
9 8 (2.20%) PHP
10 5 (1.38%) C++
10 5 (1.38%) Korn
10 5 (1.38%) PL/SQL
11 4 (1.10%) R
11 4 (1.10%) Ruby
11 4 (1.10%) Shell Script
12 3 (0.83%) TypeScript
12 3 (0.83%) VB.NET
Qualifications
1 38 (10.47%) Degree
2 15 (4.13%) Microsoft Certification
3 10 (2.75%) Computer Science Degree
4 9 (2.48%) MCITP
4 9 (2.48%) Microsoft Certified Architect
5 8 (2.20%) Security Cleared
6 5 (1.38%) VMware Certified Professional (VCP)
7 4 (1.10%) CBAP
7 4 (1.10%) PMI Certification
7 4 (1.10%) TOGAF Certification
8 3 (0.83%) PRINCE2 Practitioner
9 2 (0.55%) CISA
9 2 (0.55%) CISM
9 2 (0.55%) CISSP
9 2 (0.55%) DBS Check
9 2 (0.55%) HNC
9 2 (0.55%) HND
10 1 (0.28%) MCDBA
10 1 (0.28%) MCP
10 1 (0.28%) PMP
Quality Assurance & Compliance
1 10 (2.75%) Data Quality
2 9 (2.48%) GDPR
3 4 (1.10%) SLA
4 3 (0.83%) QA
5 2 (0.55%) ISO/IEC 27001
5 2 (0.55%) MiFID
5 2 (0.55%) PCI DSS
6 1 (0.28%) GCP
6 1 (0.28%) PMO
System Software
1 70 (19.28%) Active Directory
2 46 (12.67%) Hyper-V
3 25 (6.89%) VMware Infrastructure
4 22 (6.06%) Docker
5 15 (4.13%) XenApp
6 13 (3.58%) VMware ESXi
7 8 (2.20%) XenDesktop
8 4 (1.10%) Virtual Machines
8 4 (1.10%) Virtual Servers
8 4 (1.10%) vSphere
9 3 (0.83%) HDFS
9 3 (0.83%) Oracle RAC
10 2 (0.55%) XenServer
11 1 (0.28%) Microsoft App-V
11 1 (0.28%) Microsoft Virtual Server
Systems Management
1 20 (5.51%) Puppet
2 15 (4.13%) SCCM
3 11 (3.03%) Ansible
3 11 (3.03%) Opscode Chef
4 10 (2.75%) Kubernetes
5 8 (2.20%) WSUS
6 6 (1.65%) Data Guard
6 6 (1.65%) Oracle RMAN
6 6 (1.65%) SCOM
6 6 (1.65%) Terraform
7 4 (1.10%) Norton AntiVirus
8 3 (0.83%) EMC NetWorker
8 3 (0.83%) Enterprise Manager Cloud Control
8 3 (0.83%) NetBackup
8 3 (0.83%) Oracle Enterprise Manager
9 2 (0.55%) Consul
9 2 (0.55%) Grafana
9 2 (0.55%) HP Data Protector
9 2 (0.55%) Pingdom
9 2 (0.55%) vCenter Server
Vendors
1 137 (37.74%) Microsoft
2 44 (12.12%) VMware
3 41 (11.29%) Citrix
4 27 (7.44%) Salesforce.com
5 25 (6.89%) Oracle
6 16 (4.41%) Cisco
7 12 (3.31%) SAP
8 11 (3.03%) Google
8 11 (3.03%) NetApp
9 10 (2.75%) Bloomberg
9 10 (2.75%) IBM
10 8 (2.20%) Red Hat
11 7 (1.93%) Fidessa
11 7 (1.93%) Palo Alto
11 7 (1.93%) Reuters
12 6 (1.65%) EMC
12 6 (1.65%) Symantec
13 5 (1.38%) FIS
13 5 (1.38%) Tableau
14 4 (1.10%) Guidewire