Period
to 24 February 2020

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 February 2020 with a comparison to the same period in the previous 2 years.

Migration
UK > England
6 months to
24 Feb 2020
Same period 2019 Same period 2018
Rank 78 104 119
Rank change year-on-year +26 +15 +23
Permanent jobs citing Migration 4,206 4,336 4,449
As % of all permanent IT jobs advertised in England 3.71% 3.13% 2.71%
As % of the Processes & Methodologies category 4.04% 3.39% 2.94%
Number of salaries quoted 3,308 3,271 3,378
England median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +9.52%
10th Percentile £36,250 £35,000 £35,000
90th Percentile £100,000 £88,750 £87,500
UK median annual salary £60,750 £57,500 £57,500
% change year-on-year +5.65% - +9.52%

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 104,208 127,798 151,192
As % of all permanent IT jobs advertised in England 91.92% 92.24% 92.22%
Number of salaries quoted 83,292 101,978 124,216
England median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% -
10th Percentile £31,250 £30,000 £28,875
90th Percentile £90,000 £85,000 £81,250
UK median annual salary £53,500 £52,500 £50,000
% change year-on-year +1.90% +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 February 2020.

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 February 2020. 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 2,227 £70,000 +12.00% 366
South East +16 700 £59,500 +8.18% 169
North of England +32 505 £47,500 -1.04% 174
Midlands +48 326 £52,500 -4.55% 103
North West +37 271 £50,000 - 90
South West +30 240 £50,000 +5.26% 60
East of England +5 229 £50,000 -16.67% 65
West Midlands +15 210 £52,500 -8.70% 65
Yorkshire +24 183 £45,000 - 64
East Midlands +67 116 £50,000 +25.00% 38
North East +20 51 £45,000 -25.00% 20
Migration
UK

For the 6 months to 24 February 2020, 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 1,552 (36.90%) Azure
2 1,252 (29.77%) Microsoft
3 1,231 (29.27%) Agile Software Development
4 1,156 (27.48%) SQL
5 1,142 (27.15%) AWS
6 1,000 (23.78%) Finance
7 866 (20.59%) Data Migration
8 835 (19.85%) Windows
9 709 (16.86%) SQL Server
10 702 (16.69%) DevOps
11 633 (15.05%) Office 365
12 582 (13.84%) Python
13 574 (13.65%) Active Directory
14 571 (13.58%) Analytics
15 569 (13.53%) VMware
16 538 (12.79%) Linux
17 526 (12.51%) Java
18 525 (12.48%) C#
19 506 (12.03%) JavaScript
20 493 (11.72%) Problem-Solving
21 475 (11.29%) .NET
22 472 (11.22%) Project Management
23 463 (11.01%) GCP
24 447 (10.63%) Data Centre
25 436 (10.37%) Project Delivery
26 423 (10.06%) Business Intelligence
27 414 (9.84%) Data Warehouse
28 410 (9.75%) Analytical Skills
28 410 (9.75%) PowerShell
29 395 (9.39%) Degree

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
1 320 (7.61%) SharePoint
2 149 (3.54%) MS Exchange
3 121 (2.88%) IIS
4 93 (2.21%) Confluence
5 68 (1.62%) Apache Spark
6 59 (1.40%) Skype for Business
7 46 (1.09%) CMS
7 46 (1.09%) SAS
8 37 (0.88%) Apache
9 32 (0.76%) Tomcat
10 31 (0.74%) Elasticsearch
11 28 (0.67%) Exchange Server 2010
11 28 (0.67%) Exchange Server 2013
12 26 (0.62%) Cloud Foundry
13 25 (0.59%) nginx
13 25 (0.59%) WebSphere
14 23 (0.55%) SharePoint 2013
15 20 (0.48%) JBoss
16 19 (0.45%) OpenStack
16 19 (0.45%) SharePoint 2010
Applications
1 213 (5.06%) Microsoft Office
2 184 (4.37%) Microsoft Excel
3 58 (1.38%) Microsoft PowerPoint
4 35 (0.83%) Microsoft Project
5 28 (0.67%) MS Visio
6 13 (0.31%) Spreadsheet
7 7 (0.17%) Gliffy
8 5 (0.12%) InfoPath
9 3 (0.071%) Windchill
10 1 (0.024%) Chatbot
10 1 (0.024%) Maya
10 1 (0.024%) Mingle
10 1 (0.024%) NUKE
Business Applications
1 105 (2.50%) FINCAD Analytics
2 72 (1.71%) Dynamics CRM
3 22 (0.52%) SAP S/4HANA
4 20 (0.48%) Dynamics AX
4 20 (0.48%) NetSuite
5 19 (0.45%) SAP MM
6 17 (0.40%) SAP SD
7 15 (0.36%) Oracle EBS
8 14 (0.33%) Magento
9 11 (0.26%) Adobe Campaign
9 11 (0.26%) thinkFolio
10 10 (0.24%) LatentZero
10 10 (0.24%) Oracle Applications
10 10 (0.24%) Oracle ERP
10 10 (0.24%) SAP MDG
11 8 (0.19%) Dynamics NAV
11 8 (0.19%) SAP HCM
11 8 (0.19%) Unit4 Business World
12 7 (0.17%) Sparx Enterprise Architect
13 6 (0.14%) SAP Business One
Cloud Services
1 1,552 (36.90%) Azure
2 1,142 (27.15%) AWS
3 633 (15.05%) Office 365
4 463 (11.01%) GCP
5 288 (6.85%) PaaS
6 281 (6.68%) IaaS
6 281 (6.68%) Power Platform
7 242 (5.75%) SaaS
8 203 (4.83%) Azure Active Directory
9 150 (3.57%) Cloud Computing
10 96 (2.28%) OpenShift
11 94 (2.23%) AWS CloudFormation
12 81 (1.93%) Amazon EC2
12 81 (1.93%) Dynamics 365
12 81 (1.93%) GitHub
13 79 (1.88%) Serverless
14 70 (1.66%) Amazon S3
15 66 (1.57%) OneDrive
16 61 (1.45%) PowerApps
17 59 (1.40%) Virtual Private Cloud
Communications & Networking
1 338 (8.04%) Firewall
2 203 (4.83%) DNS
3 155 (3.69%) WAN
4 139 (3.30%) LAN
5 134 (3.19%) TCP/IP
6 123 (2.92%) VPN
7 103 (2.45%) DHCP
8 86 (2.04%) Skype
9 81 (1.93%) SAN
10 76 (1.81%) Wireless
11 71 (1.69%) VoIP
12 51 (1.21%) Internet
13 45 (1.07%) Cisco ASA
13 45 (1.07%) SSL
14 44 (1.05%) HTTP
15 38 (0.90%) Network Security
16 37 (0.88%) Intranet
17 35 (0.83%) VLAN
18 32 (0.76%) BGP
18 32 (0.76%) OSPF
Database & Business Intelligence
1 709 (16.86%) SQL Server
2 414 (9.84%) Data Warehouse
3 280 (6.66%) SQL Server Integration Services
4 236 (5.61%) Power BI
5 230 (5.47%) Big Data
6 215 (5.11%) Relational Database
7 177 (4.21%) PostgreSQL
8 175 (4.16%) SQL Server Reporting Services
9 171 (4.07%) SQL Server Analysis Services
10 145 (3.45%) Amazon DynamoDB
10 145 (3.45%) MySQL
11 135 (3.21%) NoSQL
12 106 (2.52%) Amazon Athena
12 106 (2.52%) Azure SQL Database
13 104 (2.47%) RDBMS
14 85 (2.02%) Data Lake
14 85 (2.02%) Hadoop
15 61 (1.45%) QlikView
16 59 (1.40%) Oracle Reports
17 58 (1.38%) Amazon RDS
Development Applications
1 230 (5.47%) Git (software)
2 197 (4.68%) Jenkins
3 196 (4.66%) JIRA
4 103 (2.45%) Team Foundation Server
5 87 (2.07%) Visual Studio
6 76 (1.81%) Artifactory
7 70 (1.66%) TeamCity
8 61 (1.45%) Selenium
9 55 (1.31%) Octopus Deploy
10 53 (1.26%) Maven
11 51 (1.21%) Visual Studio Team System
12 34 (0.81%) GitLab
12 34 (0.81%) SoapUI
13 33 (0.78%) Bitbucket
14 29 (0.69%) ERwin
14 29 (0.69%) SonarQube
15 26 (0.62%) Cucumber
16 25 (0.59%) Sonatype Nexus
17 24 (0.57%) gulp
17 24 (0.57%) Zephyr
General
1 1,000 (23.78%) Finance
2 290 (6.89%) Banking
3 269 (6.40%) Retail
4 204 (4.85%) Front Office
5 155 (3.69%) Public Sector
6 113 (2.69%) Marketing
7 101 (2.40%) Manufacturing
8 77 (1.83%) Law
9 76 (1.81%) Legal
10 75 (1.78%) Telecoms
11 43 (1.02%) Automotive
12 28 (0.67%) Publishing
13 23 (0.55%) Investment Banking
14 21 (0.50%) Police
15 20 (0.48%) Billing
16 19 (0.45%) Local Government
17 18 (0.43%) Advertising
18 17 (0.40%) Back Office
19 16 (0.38%) Games
20 11 (0.26%) Financial Institution
Job Titles
1 800 (19.02%) Architect
2 631 (15.00%) Developer
3 423 (10.06%) Analyst
4 370 (8.80%) Consultant
5 258 (6.13%) Solutions Architect
6 233 (5.54%) Infrastructure Engineer
7 231 (5.49%) Cloud Architect
8 227 (5.40%) Project Manager
9 191 (4.54%) DevOps Engineer
10 152 (3.61%) Cloud Engineer
11 146 (3.47%) Azure Architect
12 139 (3.30%) SQL Developer
13 133 (3.16%) Data Analyst
14 129 (3.07%) Senior Developer
15 118 (2.81%) Administrator
16 105 (2.50%) Business Analyst
17 102 (2.43%) Data Architect
18 97 (2.31%) C# Developer
19 96 (2.28%) Infrastructure Manager
20 95 (2.26%) Senior Architect
Libraries, Frameworks & Software Standards
1 475 (11.29%) .NET
2 375 (8.92%) Web Services
3 217 (5.16%) AngularJS
4 214 (5.09%) CSS
5 212 (5.04%) HTML
6 156 (3.71%) React
7 155 (3.69%) J2EE
8 144 (3.42%) XML
9 143 (3.40%) ASP.NET
10 122 (2.90%) REST
11 121 (2.88%) jQuery
12 120 (2.85%) Node.js
13 119 (2.83%) .NET Framework
14 115 (2.73%) JSON
15 109 (2.59%) RESTful
16 90 (2.14%) SOAP
17 85 (2.02%) Entity Framework
18 82 (1.95%) ASP.NET Web API
19 77 (1.83%) Middleware
20 62 (1.47%) Kafka
Miscellaneous
1 447 (10.63%) Data Centre
2 410 (9.75%) Analytical Skills
3 271 (6.44%) Public Cloud
4 207 (4.92%) Greenfield Project
5 204 (4.85%) Hybrid Cloud
6 194 (4.61%) Self-Motivation
7 185 (4.40%) Hedge funds
8 184 (4.37%) Fixed Income
9 178 (4.23%) Derivative
10 143 (3.40%) Management Information System
11 127 (3.02%) Enterprise Software
12 125 (2.97%) Cloud Native
13 118 (2.81%) Private Cloud
14 113 (2.69%) Equities
15 94 (2.23%) Blog
16 90 (2.14%) Equity Derivative
17 82 (1.95%) Data Structures
18 78 (1.85%) Driving Licence
19 76 (1.81%) User Experience
20 72 (1.71%) AS400
Operating Systems
1 835 (19.85%) Windows
2 538 (12.79%) Linux
3 361 (8.58%) Windows Server
4 216 (5.14%) Windows 10
5 83 (1.97%) Red Hat Enterprise Linux
6 81 (1.93%) Unix
7 76 (1.81%) Windows Server 2012
8 68 (1.62%) Windows 7
9 58 (1.38%) CentOS
10 47 (1.12%) Windows Server 2008
11 18 (0.43%) Solaris
12 17 (0.40%) Windows Server 2003
13 16 (0.38%) Android
14 15 (0.36%) Apple iOS
14 15 (0.36%) Mac OS
15 14 (0.33%) Windows 8
16 12 (0.29%) Ubuntu
17 11 (0.26%) Mac OS X
18 10 (0.24%) AIX
19 9 (0.21%) Windows XP
Processes & Methodologies
1 1,231 (29.27%) Agile Software Development
2 866 (20.59%) Data Migration
3 702 (16.69%) DevOps
4 571 (13.58%) Analytics
5 493 (11.72%) Problem-Solving
6 472 (11.22%) Project Management
7 436 (10.37%) Project Delivery
8 423 (10.06%) Business Intelligence
9 380 (9.03%) Mentoring
10 375 (8.92%) ETL
11 324 (7.70%) Microservices
12 323 (7.68%) Infrastructure Engineering
13 318 (7.56%) Decision-Making
14 295 (7.01%) Scrum
15 294 (6.99%) ITIL
16 285 (6.78%) Presales
17 277 (6.59%) Data Modelling
18 265 (6.30%) Stakeholder Management
19 254 (6.04%) Software Engineering
20 243 (5.78%) Data Analytics
Programming Languages
1 1,156 (27.48%) SQL
2 582 (13.84%) Python
3 526 (12.51%) Java
4 525 (12.48%) C#
5 506 (12.03%) JavaScript
6 410 (9.75%) PowerShell
7 229 (5.44%) C++
8 208 (4.95%) T-SQL
9 148 (3.52%) Bash Shell
10 124 (2.95%) C
11 102 (2.43%) Kotlin
12 99 (2.35%) PHP
13 95 (2.26%) R
14 88 (2.09%) Ruby
15 76 (1.81%) VB.NET
16 74 (1.76%) PL/SQL
17 73 (1.74%) Go
18 64 (1.52%) RPG
18 64 (1.52%) Shell Script
19 59 (1.40%) Perl
Qualifications
1 395 (9.39%) Degree
2 199 (4.73%) Security Cleared
3 164 (3.90%) SC Cleared
4 151 (3.59%) Microsoft Certification
5 137 (3.26%) Computer Science Degree
6 103 (2.45%) Cisco Certification
7 89 (2.12%) AWS Certification
8 76 (1.81%) CCNP
9 75 (1.78%) MCSE
10 39 (0.93%) CCNA
10 39 (0.93%) MCSA
11 30 (0.71%) PMI Certification
12 28 (0.67%) PRINCE2 Certification
13 26 (0.62%) PMP
14 25 (0.59%) CCIE
15 24 (0.57%) ISTQB
16 23 (0.55%) ITIL Certification
17 21 (0.50%) PRINCE2 Practitioner
18 20 (0.48%) VMware Certified Professional (VCP)
19 19 (0.45%) TOGAF Certification
Quality Assurance & Compliance
1 214 (5.09%) Data Quality
2 125 (2.97%) QA
3 95 (2.26%) SLA
4 81 (1.93%) GDPR
5 74 (1.76%) ISO/IEC 27001
6 47 (1.12%) PMO
7 32 (0.76%) PCI DSS
8 9 (0.21%) Sarbanes-Oxley
9 7 (0.17%) Cyber Essentials
10 6 (0.14%) HL7
11 5 (0.12%) COBIT
12 4 (0.095%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
13 2 (0.048%) ISO 22301
13 2 (0.048%) ISO 9001
13 2 (0.048%) NCSC
13 2 (0.048%) NIST
13 2 (0.048%) PSD2
14 1 (0.024%) GAAP
14 1 (0.024%) GxP
14 1 (0.024%) ISO/IEC 20000
System Software
1 574 (13.65%) Active Directory
2 388 (9.22%) Docker
3 374 (8.89%) VMware Infrastructure
4 191 (4.54%) Hyper-V
5 75 (1.78%) vSphere
6 74 (1.76%) XenApp
7 62 (1.47%) Virtual Machines
8 47 (1.12%) VMware ESXi
9 39 (0.93%) XenDesktop
10 23 (0.55%) Virtual Servers
11 22 (0.52%) Microsoft App-V
12 21 (0.50%) VMware NSX
13 12 (0.29%) NFS
14 11 (0.26%) VMware Workstation
15 10 (0.24%) Microsoft Virtual Server
16 9 (0.21%) Samba
17 8 (0.19%) Apache Flume
18 7 (0.17%) Xen
19 6 (0.14%) OpenSSH
19 6 (0.14%) VMware Server
Systems Management
1 356 (8.46%) Kubernetes
2 324 (7.70%) Terraform
3 240 (5.71%) Ansible
4 235 (5.59%) Puppet
5 233 (5.54%) SCCM
6 186 (4.42%) Opscode Chef
7 103 (2.45%) Microsoft Intune
8 53 (1.26%) SCOM
9 37 (0.88%) WSUS
10 34 (0.81%) Packer
11 26 (0.62%) vRealize
12 24 (0.57%) Mesos
13 22 (0.52%) Rancher
14 21 (0.50%) HAProxy
15 20 (0.48%) Docker Swarm
15 20 (0.48%) Nagios
16 19 (0.45%) Salt
17 17 (0.40%) PowerCLI
18 15 (0.36%) ZABBIX
19 14 (0.33%) Cisco CUCM
Vendors
1 1,252 (29.77%) Microsoft
2 569 (13.53%) VMware
3 350 (8.32%) Oracle
4 293 (6.97%) Google
5 289 (6.87%) Cisco
6 173 (4.11%) SAP
7 168 (3.99%) IBM
8 155 (3.69%) Citrix
9 117 (2.78%) Tableau
10 111 (2.64%) Bloomberg
11 100 (2.38%) Salesforce.com
12 93 (2.21%) Informatica
13 81 (1.93%) Red Hat
14 65 (1.55%) HP
15 56 (1.33%) Juniper
16 51 (1.21%) NetApp
17 50 (1.19%) SolarWinds
18 44 (1.05%) Talend
18 44 (1.05%) Teradata
19 40 (0.95%) Dell