Period
to 17 September 2019

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 17 September 2019 with a comparison to the same period in the previous 2 years.

Migration
England > London
6 months to
17 Sep 2019
Same period 2018 Same period 2017
Rank 72 107 121
Rank change year-on-year +35 +14 +2
Permanent jobs citing Migration 2,300 2,107 2,120
As % of all permanent IT jobs advertised in London 4.10% 3.07% 2.86%
As % of the Processes & Methodologies category 4.41% 3.32% 3.05%
Number of salaries quoted 1,648 1,630 1,557
London median annual salary £62,500 £65,000 £65,000
Median salary % change year-on-year -3.85% - +18.18%
10th Percentile £40,000 £40,000 £41,250
90th Percentile £97,500 £91,250 £93,750
England median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - +10.00%

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 52,171 63,471 69,564
As % of all permanent IT jobs advertised in London 92.97% 92.58% 93.69%
Number of salaries quoted 42,045 50,849 53,278
London median annual salary £65,000 £62,500 £60,000
Median salary % change year-on-year +4.00% +4.17% +4.35%
10th Percentile £36,250 £35,000 £35,000
90th Percentile £97,500 £95,000 £90,000
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - -

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 17 September 2019.

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 17 September 2019. 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 +36 526 £67,500 +3.85% 97
West London -4 119 £53,750 -2.27% 36
South London -1 52 £53,000 +2.42% 19
East London +62 41 £60,000 -7.69% 13
North London -6 14 £60,000 +9.09% 8
Migration
England

For the 6 months to 17 September 2019, 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.

1 756 (32.87%) AWS
2 745 (32.39%) Azure
3 720 (31.30%) Agile Software Development
4 609 (26.48%) DevOps
5 575 (25.00%) Microsoft
6 548 (23.83%) Finance
7 542 (23.57%) SQL
8 481 (20.91%) Data Migration
9 440 (19.13%) Windows
10 377 (16.39%) SQL Server
11 346 (15.04%) Office 365
12 332 (14.43%) Active Directory
13 328 (14.26%) Problem-Solving
14 304 (13.22%) Python
15 303 (13.17%) Linux
16 285 (12.39%) Microservices
17 280 (12.17%) PowerShell
18 273 (11.87%) Kubernetes
19 258 (11.22%) Project Management
20 253 (11.00%) Java
21 251 (10.91%) Analytical Skills
22 249 (10.83%) GCP
22 249 (10.83%) VMware
23 246 (10.70%) Data Warehouse
24 245 (10.65%) Google
25 234 (10.17%) Windows Server
26 233 (10.13%) Stakeholder Management
27 232 (10.09%) Docker
28 231 (10.04%) Terraform
29 229 (9.96%) .NET

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
1 175 (7.61%) SharePoint
2 72 (3.13%) MS Exchange
3 69 (3.00%) CMS
4 60 (2.61%) Skype for Business
5 51 (2.22%) Apache Spark
6 38 (1.65%) Confluence
7 35 (1.52%) IIS
8 34 (1.48%) Elasticsearch
9 25 (1.09%) Apache
9 25 (1.09%) SAS
10 23 (1.00%) nginx
11 22 (0.96%) OpenStack
12 21 (0.91%) Exchange Server 2013
13 15 (0.65%) SharePoint 2010
14 14 (0.61%) SharePoint 2013
15 9 (0.39%) Exchange Server 2010
15 9 (0.39%) Tomcat
16 8 (0.35%) Cloud Foundry
16 8 (0.35%) Sitecore CMS
16 8 (0.35%) WordPress
Applications
1 92 (4.00%) Microsoft Office
2 77 (3.35%) Microsoft Excel
3 25 (1.09%) MS Visio
4 22 (0.96%) Microsoft Project
5 6 (0.26%) Spreadsheet
6 5 (0.22%) Microsoft PowerPoint
7 2 (0.087%) Adobe Premiere
7 2 (0.087%) Photoshop
8 1 (0.043%) Adobe Illustrator
8 1 (0.043%) InDesign
Business Applications
1 35 (1.52%) Dynamics CRM
2 24 (1.04%) SAP S/4HANA
3 19 (0.83%) Unit4 Business World
4 11 (0.48%) Oracle EBS
5 10 (0.43%) Dynamics AX
5 10 (0.43%) Dynamics GP
5 10 (0.43%) Shopify
6 9 (0.39%) Distributed Ledger
6 9 (0.39%) Dynamics NAV
6 9 (0.39%) thinkFolio
7 8 (0.35%) LatentZero
8 7 (0.30%) NetSuite
9 6 (0.26%) Eikon
10 5 (0.22%) Magento
11 4 (0.17%) FINCAD Analytics
11 4 (0.17%) SAP BPC
11 4 (0.17%) SAP Business ByDesign
11 4 (0.17%) SAP HR
11 4 (0.17%) SAP MDG
11 4 (0.17%) SAP Payroll
Cloud Services
1 756 (32.87%) AWS
2 745 (32.39%) Azure
3 346 (15.04%) Office 365
4 249 (10.83%) GCP
5 195 (8.48%) PaaS
6 147 (6.39%) IaaS
7 94 (4.09%) SaaS
8 84 (3.65%) AWS CloudFormation
9 82 (3.57%) Power Platform
10 70 (3.04%) Azure Active Directory
11 67 (2.91%) Cloud Computing
12 60 (2.61%) Serverless
13 57 (2.48%) Amazon S3
14 52 (2.26%) AWS Lambda
15 50 (2.17%) Amazon EC2
16 42 (1.83%) Dynamics 365
17 39 (1.70%) OneDrive
18 33 (1.43%) Virtual Private Cloud
19 28 (1.22%) GitHub
20 26 (1.13%) Route 53
Communications & Networking
1 164 (7.13%) Firewall
2 134 (5.83%) DNS
3 92 (4.00%) DHCP
4 74 (3.22%) TCP/IP
5 70 (3.04%) Skype
6 61 (2.65%) WAN
7 57 (2.48%) LAN
8 54 (2.35%) SAN
9 36 (1.57%) Internet
10 34 (1.48%) Network Security
11 33 (1.43%) SSL
12 31 (1.35%) Wireless
13 30 (1.30%) BGP
13 30 (1.30%) MPLS
14 25 (1.09%) VPN
15 22 (0.96%) NAS
16 21 (0.91%) VoIP
17 20 (0.87%) Unified Communications
18 17 (0.74%) Cisco Nexus
19 15 (0.65%) HTTP
Database & Business Intelligence
1 377 (16.39%) SQL Server
2 246 (10.70%) Data Warehouse
3 149 (6.48%) Big Data
4 140 (6.09%) SQL Server Integration Services
5 121 (5.26%) Relational Database
6 115 (5.00%) SQL Server Reporting Services
7 79 (3.43%) MySQL
8 78 (3.39%) SQL Server Analysis Services
9 75 (3.26%) Power BI
10 65 (2.83%) RDBMS
11 62 (2.70%) SQL Server 2012
12 45 (1.96%) Data Lake
13 43 (1.87%) Azure SQL Database
13 43 (1.87%) PostgreSQL
14 42 (1.83%) MongoDB
15 37 (1.61%) Oracle Database
16 33 (1.43%) Hadoop
16 33 (1.43%) Oracle Reports
17 31 (1.35%) SQL Server 2008
18 29 (1.26%) NoSQL
Development Applications
1 129 (5.61%) Git (software)
2 118 (5.13%) Jenkins
3 80 (3.48%) JIRA
4 34 (1.48%) Octopus Deploy
4 34 (1.48%) TeamCity
5 32 (1.39%) Visual Studio
6 31 (1.35%) Team Foundation Server
7 24 (1.04%) Atlassian Bamboo
8 21 (0.91%) Maven
8 21 (0.91%) Selenium
9 20 (0.87%) GitLab
10 18 (0.78%) Subversion
11 15 (0.65%) Bitbucket
11 15 (0.65%) Visual Studio Team System
12 13 (0.57%) webpack
13 11 (0.48%) PostCSS
14 9 (0.39%) MSI
14 9 (0.39%) Vagrant
15 8 (0.35%) JMeter
15 8 (0.35%) SQL Server Management Studio (SSMS)
General
1 548 (23.83%) Finance
2 171 (7.43%) Banking
3 138 (6.00%) Retail
4 76 (3.30%) Marketing
5 74 (3.22%) Telecoms
6 60 (2.61%) Law
7 53 (2.30%) Public Sector
8 50 (2.17%) Advertising
9 49 (2.13%) Front Office
9 49 (2.13%) Investment Banking
10 22 (0.96%) Games
11 21 (0.91%) Legal
12 20 (0.87%) Manufacturing
13 17 (0.74%) Back Office
14 15 (0.65%) Publishing
15 14 (0.61%) Billing
16 8 (0.35%) Pharmaceutical
16 8 (0.35%) Retail Banking
17 7 (0.30%) Aerospace
18 4 (0.17%) Automotive
Job Titles
1 430 (18.70%) Architect
2 294 (12.78%) Developer
3 222 (9.65%) Analyst
4 221 (9.61%) Cloud Architect
5 173 (7.52%) Consultant
6 165 (7.17%) Solutions Architect
7 164 (7.13%) DevOps Engineer
8 132 (5.74%) Project Manager
9 129 (5.61%) Infrastructure Engineer
10 119 (5.17%) AWS Engineer
11 116 (5.04%) Azure Architect
12 101 (4.39%) Cloud Engineer
13 100 (4.35%) Cloud Solutions Architect
14 97 (4.22%) Administrator
15 92 (4.00%) AWS Architect
16 85 (3.70%) AWS DevOps
17 81 (3.52%) Business Analyst
18 65 (2.83%) Systems Administrator
19 62 (2.70%) AWS DevOps Engineer
20 61 (2.65%) SQL Developer
Libraries, Frameworks & Software Standards
1 229 (9.96%) .NET
2 105 (4.57%) Web Services
3 96 (4.17%) HTML
4 88 (3.83%) RESTful
5 82 (3.57%) Node.js
6 80 (3.48%) CSS
7 55 (2.39%) XML
8 54 (2.35%) REST
9 46 (2.00%) ASP.NET Web API
9 46 (2.00%) Middleware
10 43 (1.87%) AngularJS
11 39 (1.70%) ASP.NET
12 37 (1.61%) Kafka
13 35 (1.52%) .NET Framework
14 34 (1.48%) JSON
15 33 (1.43%) .NET Core
16 32 (1.39%) React
17 30 (1.30%) Laravel
17 30 (1.30%) RabbitMQ
18 26 (1.13%) Spring
Miscellaneous
1 251 (10.91%) Analytical Skills
2 147 (6.39%) Data Centre
3 134 (5.83%) Cloud Native
4 124 (5.39%) Enterprise Software
5 120 (5.22%) Hybrid Cloud
6 107 (4.65%) Self-Motivation
7 104 (4.52%) Public Cloud
8 95 (4.13%) Management Information System
9 74 (3.22%) Greenfield Project
10 71 (3.09%) User Experience
11 58 (2.52%) Clustering
12 51 (2.22%) Algorithms
13 42 (1.83%) Replication
14 38 (1.65%) PKI
15 37 (1.61%) Hedge funds
16 35 (1.52%) Virtual Team
17 28 (1.22%) Mobile App
18 26 (1.13%) Private Cloud
19 24 (1.04%) Data Structures
19 24 (1.04%) Reinsurance
Operating Systems
1 440 (19.13%) Windows
2 303 (13.17%) Linux
3 234 (10.17%) Windows Server
4 81 (3.52%) Windows 10
5 57 (2.48%) Windows Server 2012
6 48 (2.09%) Unix
7 47 (2.04%) Red Hat Enterprise Linux
8 44 (1.91%) Windows Server 2008
9 38 (1.65%) Windows 7
10 29 (1.26%) CentOS
11 27 (1.17%) Apple iOS
12 23 (1.00%) Android
13 15 (0.65%) Debian
13 15 (0.65%) Ubuntu
14 12 (0.52%) Windows Mobile
15 10 (0.43%) Windows 8
16 8 (0.35%) Mac OS X
16 8 (0.35%) Windows Server 2003
17 4 (0.17%) Solaris
18 2 (0.087%) Windows XP
Processes & Methodologies
1 720 (31.30%) Agile Software Development
2 609 (26.48%) DevOps
3 481 (20.91%) Data Migration
4 328 (14.26%) Problem-Solving
5 285 (12.39%) Microservices
6 258 (11.22%) Project Management
7 233 (10.13%) Stakeholder Management
8 208 (9.04%) Project Delivery
9 201 (8.74%) Analytics
9 201 (8.74%) Business Intelligence
10 184 (8.00%) Software Engineering
11 181 (7.87%) ETL
12 174 (7.57%) Scrum
13 167 (7.26%) Configuration Management
14 166 (7.22%) Creative Thinking
15 165 (7.17%) ITIL
16 151 (6.57%) Infrastructure Engineering
17 150 (6.52%) Data Management
18 142 (6.17%) Thought Leadership
19 132 (5.74%) Data Modelling
Programming Languages
1 542 (23.57%) SQL
2 304 (13.22%) Python
3 280 (12.17%) PowerShell
4 253 (11.00%) Java
5 157 (6.83%) C#
6 131 (5.70%) T-SQL
7 128 (5.57%) JavaScript
8 92 (4.00%) Bash Shell
9 90 (3.91%) PHP
10 81 (3.52%) Ruby
11 72 (3.13%) Go
12 50 (2.17%) Shell Script
13 37 (1.61%) C
14 36 (1.57%) C++
15 32 (1.39%) Java 8
16 29 (1.26%) Perl
17 26 (1.13%) PL/SQL
18 24 (1.04%) R
18 24 (1.04%) VB.NET
19 19 (0.83%) VB
Qualifications
1 214 (9.30%) Degree
2 108 (4.70%) AWS Certification
3 82 (3.57%) Microsoft Certification
4 74 (3.22%) Cisco Certification
5 72 (3.13%) Computer Science Degree
6 63 (2.74%) Security Cleared
7 57 (2.48%) MCSE
8 45 (1.96%) CCNA
9 43 (1.87%) CCNP
10 42 (1.83%) PMI Certification
11 37 (1.61%) PMP
12 36 (1.57%) SC Cleared
13 30 (1.30%) MCSA
14 21 (0.91%) CCIE
15 18 (0.78%) ITIL Certification
16 16 (0.70%) Master's Degree
16 16 (0.70%) TOGAF Certification
17 15 (0.65%) RHCE
18 14 (0.61%) JNCIS
19 13 (0.57%) PRINCE2 Certification
Quality Assurance & Compliance
1 98 (4.26%) Data Quality
2 81 (3.52%) QA
3 53 (2.30%) GDPR
4 37 (1.61%) SLA
5 20 (0.87%) PMO
6 14 (0.61%) ISO/IEC 27001
7 12 (0.52%) Basel III
8 10 (0.43%) EMIR
8 10 (0.43%) MiFID
9 7 (0.30%) COBIT
10 6 (0.26%) HIPAA
10 6 (0.26%) PCI DSS
11 5 (0.22%) NIST
12 3 (0.13%) GxP
12 3 (0.13%) ISO/IEC 20000
13 2 (0.087%) NCSC
14 1 (0.043%) Cyber Essentials
14 1 (0.043%) GAAP
14 1 (0.043%) PMBOK
14 1 (0.043%) Sarbanes-Oxley
System Software
1 332 (14.43%) Active Directory
2 232 (10.09%) Docker
3 165 (7.17%) VMware Infrastructure
4 116 (5.04%) Hyper-V
5 53 (2.30%) XenApp
6 33 (1.43%) vSphere
6 33 (1.43%) XenDesktop
7 30 (1.30%) VMware ESXi
8 18 (0.78%) Microsoft App-V
8 18 (0.78%) VirtualBox
9 10 (0.43%) Virtual Machines
10 8 (0.35%) BitLocker
10 8 (0.35%) Virtual Servers
11 6 (0.26%) VMware Server
12 5 (0.22%) HDFS
13 4 (0.17%) OpenSSH
14 3 (0.13%) Apache Flume
14 3 (0.13%) Apache ZooKeeper
14 3 (0.13%) KVM
14 3 (0.13%) VMware Workstation
Systems Management
1 273 (11.87%) Kubernetes
2 231 (10.04%) Terraform
3 198 (8.61%) Ansible
4 192 (8.35%) Puppet
5 125 (5.43%) Opscode Chef
6 117 (5.09%) SCCM
7 49 (2.13%) Microsoft Intune
8 28 (1.22%) Salt
9 24 (1.04%) Grafana
10 22 (0.96%) Packer
11 20 (0.87%) Microsoft Clustering
11 20 (0.87%) Prometheus
12 18 (0.78%) Rancher
12 18 (0.78%) SCOM
13 12 (0.52%) Failover Clustering
14 11 (0.48%) Mesos
15 9 (0.39%) PowerCLI
15 9 (0.39%) Single Sign-On
16 8 (0.35%) Kibana
16 8 (0.35%) logstash
Vendors
1 575 (25.00%) Microsoft
2 249 (10.83%) VMware
3 245 (10.65%) Google
4 211 (9.17%) Oracle
5 120 (5.22%) Citrix
6 119 (5.17%) Cisco
7 90 (3.91%) SAP
8 73 (3.17%) Salesforce.com
9 66 (2.87%) IBM
10 65 (2.83%) Informatica
11 40 (1.74%) Red Hat
12 39 (1.70%) Dell
13 34 (1.48%) HP
14 31 (1.35%) Tableau
15 27 (1.17%) Talend
16 26 (1.13%) Adobe
17 25 (1.09%) Apple
18 22 (0.96%) EMC
19 19 (0.83%) Ivanti
19 19 (0.83%) Teradata