Period
to 24 May 2019

The following table provides summary statistics for permanent job vacancies advertised in England 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 24 May 2019 with a comparison to the same period in the previous 2 years.

Migration
UK > England
6 months to
24 May 2019
Same period 2018 Same period 2017
Rank 89 112 140
Rank change year-on-year +23 +28 +5
Permanent jobs citing Migration 4,594 4,596 3,833
As % of all permanent IT jobs advertised in England 3.42% 2.85% 2.40%
As % of the Processes & Methodologies category 3.73% 3.10% 2.63%
Number of salaries quoted 3,409 3,510 2,944
England median annual salary £57,500 £57,500 £52,500
Median salary % change year-on-year - +9.52% +5.00%
10th Percentile £35,000 £35,000 £32,250
90th Percentile £90,000 £87,500 £84,000
UK median annual salary £57,500 £57,500 £52,500
% change year-on-year - +9.52% +5.00%

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 England with a requirement for process or methodology skills.

All Process and Methodology Skills
England
Permanent vacancies with a requirement for process or methodology skills 123,284 148,166 145,948
As % of all permanent IT jobs advertised in England 91.70% 91.79% 91.45%
Number of salaries quoted 97,323 120,096 120,611
England median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £30,000 £29,750 £28,000
90th Percentile £86,250 £82,500 £80,000
UK median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -

Migration
Job Vacancy Trend in England

Job postings citing Migration as a percentage of all IT jobs advertised in England.

Job vacancy trend for Migration in England

Migration
Salary Trend in England

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

Salary trend for Migration in England

Migration
Salary Histogram in England

The salary distribution of IT jobs citing Migration in England over the 6 months to 24 May 2019.

Salary histogram for Migration in England

Migration
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Migration within the England region over the 6 months to 24 May 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
London +23 2,247 £62,500 -7.41% 157
South East +10 815 £55,000 +4.76% 85
North of England +34 630 £52,500 +5.00% 96
Midlands +17 367 £47,500 -5.00% 46
North West +43 316 £53,675 +13.00% 49
West Midlands -2 262 £50,000 - 36
Yorkshire -2 261 £50,000 - 42
East of England +36 234 £50,000 - 28
South West -7 225 £47,500 +5.56% 29
East Midlands +42 99 £45,000 -12.20% 10
North East +31 54 £45,000 -25.00% 5
Migration
UK

For the 6 months to 24 May 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 England region with a requirement for Migration.

1 1,336 (29.08%) Microsoft
2 1,327 (28.89%) Microsoft Azure
3 1,230 (26.77%) Agile Software Development
4 1,081 (23.53%) Amazon AWS
5 1,073 (23.36%) Data Migration
6 1,064 (23.16%) SQL
7 1,030 (22.42%) Finance
8 970 (21.11%) Windows
9 797 (17.35%) Office 365
10 764 (16.63%) DevOps
11 730 (15.89%) Active Directory
12 699 (15.22%) SQL Server
13 601 (13.08%) VMware
14 584 (12.71%) Project Management
15 567 (12.34%) Problem-Solving
16 509 (11.08%) Windows Server
17 495 (10.77%) Analytical Skills
18 494 (10.75%) PowerShell
19 483 (10.51%) Linux
20 477 (10.38%) Degree
21 448 (9.75%) Oracle
22 427 (9.29%) Stakeholder Management
23 404 (8.79%) VMware Infrastructure
24 402 (8.75%) Java
25 398 (8.66%) Business Intelligence
26 396 (8.62%) Analytics
27 394 (8.58%) Data Warehouse
28 391 (8.51%) ITIL
29 389 (8.47%) .NET
30 378 (8.23%) Data Centre

Migration
Co-occurring IT Skills in England 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
1 302 (6.57%) SharePoint
2 211 (4.59%) MS Exchange
3 139 (3.03%) Skype for Business
4 95 (2.07%) IIS
5 78 (1.70%) Apache Spark
5 78 (1.70%) CMS
6 51 (1.11%) Exchange Server 2013
7 39 (0.85%) Exchange Server 2010
8 38 (0.83%) Confluence
8 38 (0.83%) SAS
9 31 (0.67%) Apache
10 26 (0.57%) Adobe Experience Manager
11 25 (0.54%) OpenStack
12 22 (0.48%) WebLogic
13 21 (0.46%) Cloud Foundry
13 21 (0.46%) Exchange Server 2003
13 21 (0.46%) IBM Notes
14 20 (0.44%) SharePoint 2013
15 19 (0.41%) Tomcat
16 18 (0.39%) WordPress
Applications
1 266 (5.79%) Microsoft Office
2 155 (3.37%) Microsoft Excel
3 48 (1.04%) Microsoft PowerPoint
4 32 (0.70%) MS Visio
5 30 (0.65%) Microsoft Project
6 7 (0.15%) InfoPath
7 5 (0.11%) Spreadsheet
7 5 (0.11%) Windchill
8 4 (0.087%) SPSS
9 2 (0.044%) Chatbot
9 2 (0.044%) Mingle
10 1 (0.022%) Adobe Illustrator
10 1 (0.022%) Adobe Premiere
10 1 (0.022%) Photoshop
10 1 (0.022%) Weka
Business Applications
1 136 (2.96%) Dynamics CRM
2 81 (1.76%) SAP S/4HANA
3 31 (0.67%) SAP ERP
4 26 (0.57%) Magento
5 21 (0.46%) Dynamics AX
5 21 (0.46%) NetSuite
6 19 (0.41%) Remedy ITSM
7 17 (0.37%) Unit4 Business World
8 14 (0.30%) SAP EWM
8 14 (0.30%) SAP WM
9 13 (0.28%) Dynamics GP
10 12 (0.26%) Dynamics NAV
10 12 (0.26%) Oracle EBS
10 12 (0.26%) Oracle Payables
10 12 (0.26%) Oracle Receivables
10 12 (0.26%) PeopleSoft HCM
10 12 (0.26%) SAP MM
11 11 (0.24%) SAP Business One
11 11 (0.24%) SAP SD
12 10 (0.22%) Workday HCM
Cloud Services
1 1,327 (28.89%) Microsoft Azure
2 1,081 (23.53%) Amazon AWS
3 797 (17.35%) Office 365
4 282 (6.14%) IaaS
5 277 (6.03%) PaaS
6 250 (5.44%) Google Cloud Platform
7 167 (3.64%) Azure Active Directory
8 162 (3.53%) SaaS
9 154 (3.35%) Power Platform
10 130 (2.83%) Dynamics 365
11 110 (2.39%) Amazon EC2
11 110 (2.39%) Amazon S3
12 104 (2.26%) AWS CloudFormation
13 97 (2.11%) Serverless
14 73 (1.59%) Cloud Computing
15 62 (1.35%) Virtual Private Cloud
16 59 (1.28%) OneDrive
17 56 (1.22%) AWS Lambda
18 46 (1.00%) GitHub
19 36 (0.78%) Azure Data Factory
Communications & Networking
1 359 (7.81%) Firewall
2 357 (7.77%) DNS
3 273 (5.94%) DHCP
4 204 (4.44%) LAN
5 194 (4.22%) WAN
6 154 (3.35%) Skype
7 144 (3.13%) SAN
8 131 (2.85%) VPN
9 110 (2.39%) TCP/IP
10 81 (1.76%) Unified Communications
11 65 (1.41%) MPLS
12 63 (1.37%) Internet
13 62 (1.35%) VLAN
14 61 (1.33%) Wireless
15 60 (1.31%) Network Security
16 50 (1.09%) SSL
17 49 (1.07%) Cisco ASA
18 46 (1.00%) VoIP
19 40 (0.87%) BGP
20 36 (0.78%) Broadband
Database & Business Intelligence
1 699 (15.22%) SQL Server
2 394 (8.58%) Data Warehouse
3 291 (6.33%) SQL Server Integration Services
4 245 (5.33%) SQL Server Reporting Services
5 214 (4.66%) Big Data
6 183 (3.98%) Relational Database
7 143 (3.11%) MySQL
8 142 (3.09%) Power BI
9 135 (2.94%) SQL Server Analysis Services
10 95 (2.07%) Azure SQL Database
11 94 (2.05%) SQL Server 2012
12 93 (2.02%) Hadoop
13 91 (1.98%) SQL Server 2016
14 88 (1.92%) PostgreSQL
15 86 (1.87%) Oracle Database
16 84 (1.83%) RDBMS
17 72 (1.57%) Amazon RDS
17 72 (1.57%) Data Lake
18 63 (1.37%) NoSQL
18 63 (1.37%) QlikView
Development Applications
1 239 (5.20%) Git (software)
2 155 (3.37%) JIRA
3 153 (3.33%) Jenkins
4 130 (2.83%) Team Foundation Server
5 112 (2.44%) Visual Studio
6 59 (1.28%) Visual Studio Team System
7 40 (0.87%) Subversion
8 36 (0.78%) Selenium
9 33 (0.72%) Atlassian Bamboo
9 33 (0.72%) MSI
10 32 (0.70%) Octopus Deploy
11 30 (0.65%) TeamCity
12 26 (0.57%) SQL Server Management Studio (SSMS)
13 22 (0.48%) Mercurial
14 21 (0.46%) GitLab
15 19 (0.41%) Maven
15 19 (0.41%) Oracle Forms
16 18 (0.39%) Bitbucket
17 17 (0.37%) webpack
18 16 (0.35%) LSMW
General
1 1,030 (22.42%) Finance
2 325 (7.07%) Banking
3 286 (6.23%) Retail
4 185 (4.03%) Marketing
5 129 (2.81%) Manufacturing
6 101 (2.20%) Telecoms
7 75 (1.63%) Law
8 65 (1.41%) Advertising
9 60 (1.31%) Front Office
10 51 (1.11%) Local Government
11 50 (1.09%) Investment Banking
12 44 (0.96%) Legal
13 40 (0.87%) Billing
14 38 (0.83%) Publishing
15 36 (0.78%) Back Office
16 33 (0.72%) Financial Institution
17 26 (0.57%) Pharmaceutical
18 22 (0.48%) Retail Banking
19 16 (0.35%) Games
20 13 (0.28%) Electronics
Job Titles
1 798 (17.37%) Architect
2 628 (13.67%) Developer
3 484 (10.54%) Consultant
4 417 (9.08%) Analyst
5 327 (7.12%) Cloud Architect
6 306 (6.66%) Project Manager
7 268 (5.83%) Solutions Architect
8 233 (5.07%) Infrastructure Engineer
9 177 (3.85%) DevOps Engineer
10 151 (3.29%) Azure Architect
11 149 (3.24%) Administrator
12 143 (3.11%) Business Analyst
13 135 (2.94%) Cloud Solutions Architect
14 134 (2.92%) AWS Architect
15 112 (2.44%) DBA
16 110 (2.39%) SQL Developer
17 108 (2.35%) IT Manager
17 108 (2.35%) Senior Developer
18 104 (2.26%) .NET Developer
19 98 (2.13%) AWS Engineer
Libraries, Frameworks & Software Standards
1 389 (8.47%) .NET
2 339 (7.38%) Web Services
3 213 (4.64%) HTML
4 142 (3.09%) XML
5 128 (2.79%) CSS
6 125 (2.72%) REST
7 122 (2.66%) Middleware
8 112 (2.44%) JSON
9 110 (2.39%) RESTful
10 106 (2.31%) AngularJS
11 98 (2.13%) ASP.NET
12 94 (2.05%) .NET Framework
13 93 (2.02%) SOAP
14 71 (1.55%) jQuery
15 68 (1.48%) Node.js
16 65 (1.41%) .NET Core
17 58 (1.26%) React
18 55 (1.20%) ASP.NET Web API
19 52 (1.13%) HTML5
20 50 (1.09%) Kafka
Miscellaneous
1 495 (10.77%) Analytical Skills
2 378 (8.23%) Data Centre
3 259 (5.64%) Public Cloud
4 212 (4.61%) Self-Motivation
5 185 (4.03%) Hybrid Cloud
6 181 (3.94%) Management Information System
7 147 (3.20%) Greenfield Project
8 136 (2.96%) User Experience
9 131 (2.85%) Enterprise Software
10 129 (2.81%) Fintech
11 103 (2.24%) Clustering
12 84 (1.83%) Private Cloud
13 72 (1.57%) Replication
14 67 (1.46%) PKI
15 64 (1.39%) Cloud Native
16 46 (1.00%) Data Structures
17 42 (0.91%) Driving Licence
18 40 (0.87%) Mobile App
19 38 (0.83%) Social Media
20 33 (0.72%) Enterprise Cloud
Operating Systems
1 970 (21.11%) Windows
2 509 (11.08%) Windows Server
3 483 (10.51%) Linux
4 251 (5.46%) Windows 10
5 211 (4.59%) Windows Server 2012
6 171 (3.72%) Windows Server 2008
7 124 (2.70%) Windows 7
8 113 (2.46%) Unix
9 46 (1.00%) Windows Server 2003
10 41 (0.89%) Red Hat Enterprise Linux
10 41 (0.89%) Ubuntu
11 39 (0.85%) Apple iOS
12 38 (0.83%) Android
13 37 (0.81%) Windows 8
14 31 (0.67%) CentOS
15 25 (0.54%) Windows XP
16 17 (0.37%) Debian
16 17 (0.37%) Mac OS X
17 15 (0.33%) Windows Mobile
18 11 (0.24%) SUSE
Processes & Methodologies
1 1,230 (26.77%) Agile Software Development
2 1,073 (23.36%) Data Migration
3 764 (16.63%) DevOps
4 584 (12.71%) Project Management
5 567 (12.34%) Problem-Solving
6 427 (9.29%) Stakeholder Management
7 398 (8.66%) Business Intelligence
8 396 (8.62%) Analytics
9 391 (8.51%) ITIL
10 377 (8.21%) ETL
11 328 (7.14%) Presales
12 325 (7.07%) Change Management
13 322 (7.01%) Scrum
14 305 (6.64%) CRM
15 284 (6.18%) Infrastructure Engineering
16 271 (5.90%) Mentoring
17 264 (5.75%) Software Engineering
18 261 (5.68%) Microservices
19 251 (5.46%) Data Modelling
20 232 (5.05%) Data Management
Programming Languages
1 1,064 (23.16%) SQL
2 494 (10.75%) PowerShell
3 402 (8.75%) Java
4 377 (8.21%) C#
5 330 (7.18%) Python
6 317 (6.90%) JavaScript
7 267 (5.81%) T-SQL
8 120 (2.61%) Bash Shell
9 113 (2.46%) PHP
10 89 (1.94%) PL/SQL
11 82 (1.78%) C
12 69 (1.50%) VB.NET
13 68 (1.48%) Ruby
14 64 (1.39%) Shell Script
15 58 (1.26%) C++
16 54 (1.18%) VB
17 46 (1.00%) Apex Code
18 44 (0.96%) Perl
19 34 (0.74%) R
20 33 (0.72%) ABAP
Qualifications
1 477 (10.38%) Degree
2 224 (4.88%) Security Cleared
3 195 (4.24%) Microsoft Certification
4 161 (3.50%) Cisco Certification
5 127 (2.76%) SC Cleared
6 110 (2.39%) MCSE
7 107 (2.33%) Computer Science Degree
8 95 (2.07%) CCNA
9 81 (1.76%) CCNP
9 81 (1.76%) MCSA
10 65 (1.41%) AWS Certification
11 62 (1.35%) PMP
12 61 (1.33%) PMI Certification
13 59 (1.28%) ITIL Certification
14 50 (1.09%) PRINCE2 Certification
15 49 (1.07%) TOGAF Certification
16 44 (0.96%) VMware Certified Professional (VCP)
17 40 (0.87%) DV Cleared
18 37 (0.81%) Master's Degree
19 29 (0.63%) MCITP
Quality Assurance & Compliance
1 192 (4.18%) Data Quality
2 169 (3.68%) QA
3 114 (2.48%) GDPR
4 103 (2.24%) SLA
5 47 (1.02%) ISO/IEC 27001
6 43 (0.94%) PMO
7 29 (0.63%) Cyber Essentials
8 19 (0.41%) EMIR
8 19 (0.41%) MiFID
9 11 (0.24%) ISO/IEC 20000
9 11 (0.24%) PCI DSS
10 10 (0.22%) Basel III
11 8 (0.17%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
12 7 (0.15%) Dodd-Frank
13 6 (0.13%) HIPAA
13 6 (0.13%) Solvency II
14 5 (0.11%) FATCA
15 4 (0.087%) FINRA
15 4 (0.087%) GxP
15 4 (0.087%) IFRS
System Software
1 730 (15.89%) Active Directory
2 404 (8.79%) VMware Infrastructure
3 352 (7.66%) Hyper-V
4 273 (5.94%) Docker
5 75 (1.63%) XenApp
6 60 (1.31%) VMware ESXi
7 57 (1.24%) Virtual Machines
8 52 (1.13%) vSphere
9 49 (1.07%) Microsoft App-V
10 39 (0.85%) XenDesktop
11 29 (0.63%) Virtual Servers
12 21 (0.46%) VirtualBox
13 20 (0.44%) Virtual Desktop
14 16 (0.35%) VMware NSX
15 11 (0.24%) Citrix Hypervisor
16 10 (0.22%) VMware Workstation
17 9 (0.20%) HDFS
17 9 (0.20%) Job Entry Subsystem
17 9 (0.20%) Oracle RAC
17 9 (0.20%) Time Sharing Option
Systems Management
1 271 (5.90%) Terraform
2 259 (5.64%) SCCM
3 232 (5.05%) Kubernetes
4 231 (5.03%) Ansible
5 204 (4.44%) Puppet
6 123 (2.68%) Opscode Chef
7 64 (1.39%) Microsoft Intune
8 58 (1.26%) SCOM
9 41 (0.89%) Single Sign-On
10 37 (0.81%) WSUS
11 36 (0.78%) Failover Clustering
12 30 (0.65%) Cisco Prime
13 28 (0.61%) Salt
13 28 (0.61%) SCVMM
14 25 (0.54%) Microsoft Clustering
15 15 (0.33%) Grafana
15 15 (0.33%) NetBackup
16 14 (0.30%) Packer
16 14 (0.30%) Prometheus
17 12 (0.26%) vRealize
Vendors
1 1,336 (29.08%) Microsoft
2 601 (13.08%) VMware
3 448 (9.75%) Oracle
4 315 (6.86%) Google
5 277 (6.03%) Cisco
6 273 (5.94%) SAP
7 228 (4.96%) Citrix
8 154 (3.35%) Salesforce.com
9 139 (3.03%) IBM
10 122 (2.66%) HP
11 118 (2.57%) Tableau
12 93 (2.02%) Dell
13 75 (1.63%) Red Hat
14 67 (1.46%) Informatica
15 64 (1.39%) Adobe
16 59 (1.28%) Veeam
17 57 (1.24%) Talend
18 56 (1.22%) NetApp
19 53 (1.15%) Juniper
20 50 (1.09%) SolarWinds