Period
to 8 August 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 8 August 2020 with a comparison to the same period in the previous 2 years.

Migration
UK > England
6 months to
8 Aug 2020
Same period 2019 Same period 2018
Rank 77 80 117
Rank change year-on-year +3 +37 +22
Permanent jobs citing Migration 2,309 4,695 4,490
As % of all permanent jobs advertised in England 3.85% 3.56% 2.81%
As % of the Processes & Methodologies category 4.17% 3.86% 3.06%
Number of salaries quoted 1,944 3,847 3,578
Median annual salary £62,500 £57,500 £55,000
Median salary % change year-on-year +8.70% +4.55% -
10th Percentile £37,500 £35,000 £33,750
90th Percentile £110,000 £87,500 £86,250
UK median annual salary £62,500 £57,500 £55,000
% change year-on-year +8.70% +4.55% -

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 55,353 121,661 146,782
As % of all permanent IT jobs advertised in England 92.40% 92.19% 91.97%
Number of salaries quoted 44,731 96,649 117,878
Median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% -
10th Percentile £32,500 £30,000 £29,450
90th Percentile £91,250 £86,250 £82,500
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

Migration
Job Vacancy Trend in England

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

Job vacancy trend for Migration in England

Migration
Salary Trend in England

3-month moving average salary quoted in jobs citing Migration in England.

Salary trend for Migration in England

Migration
Salary Histogram in England

Salary distribution for jobs citing Migration in England over the 6 months to 8 August 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 8 August 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 +11 1,194 £70,000 +12.00% 133
South East +17 385 £57,500 +4.55% 55
North of England +20 316 £50,000 -1.96% 59
North West +21 169 £50,000 +2.56% 38
Midlands -13 145 £50,000 - 49
South West +21 137 £50,000 +11.11% 30
East of England +39 134 £55,000 +10.00% 17
Yorkshire +30 107 £50,000 -7.41% 15
West Midlands -7 104 £50,000 -4.76% 32
North East +19 41 £47,500 -26.92% 6
East Midlands +16 38 £50,000 +11.11% 17
Migration
UK

For the 6 months to 8 August 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.

1 781 (33.82%) Azure
2 726 (31.44%) Agile Software Development
3 702 (30.40%) Microsoft
4 622 (26.94%) SQL
5 610 (26.42%) AWS
6 583 (25.25%) Finance
7 464 (20.10%) Data Migration
8 407 (17.63%) Windows
9 390 (16.89%) Python
10 378 (16.37%) DevOps
11 333 (14.42%) Office 365
12 308 (13.34%) C#
13 299 (12.95%) Problem-Solving
14 294 (12.73%) SQL Server
15 291 (12.60%) .NET
16 287 (12.43%) JavaScript
17 274 (11.87%) Java
18 273 (11.82%) VMware
19 270 (11.69%) Active Directory
20 264 (11.43%) Web Services
21 255 (11.04%) Analytics
22 252 (10.91%) Analytical Skills
22 252 (10.91%) Oracle
23 250 (10.83%) PowerShell
24 238 (10.31%) Terraform
25 237 (10.26%) Degree
26 233 (10.09%) Scrum
27 228 (9.87%) Data Centre
28 221 (9.57%) Linux
29 208 (9.01%) Docker

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
1 191 (8.27%) SharePoint
2 77 (3.33%) MS Exchange
3 42 (1.82%) Confluence
4 41 (1.78%) IIS
5 34 (1.47%) Skype for Business
6 27 (1.17%) Exchange Server 2010
7 25 (1.08%) SharePoint 2010
8 22 (0.95%) CMS
9 20 (0.87%) Exchange Server 2013
10 18 (0.78%) SAS
10 18 (0.78%) SharePoint 2013
11 17 (0.74%) Apache Spark
12 11 (0.48%) WebSphere
13 8 (0.35%) Tomcat
14 7 (0.30%) Oracle SOA Suite
14 7 (0.30%) SharePoint Server
15 6 (0.26%) Apache
15 6 (0.26%) BizTalk Server
15 6 (0.26%) Elasticsearch
15 6 (0.26%) WebLogic
Applications
1 107 (4.63%) Microsoft Excel
2 102 (4.42%) Microsoft Office
3 23 (1.00%) MS Visio
4 19 (0.82%) Microsoft Project
5 18 (0.78%) Microsoft PowerPoint
6 6 (0.26%) Adobe Premiere
6 6 (0.26%) Spreadsheet
7 5 (0.22%) Gliffy
8 3 (0.13%) InfoPath
9 2 (0.087%) SPSS
Business Applications
1 63 (2.73%) Dynamics CRM
2 37 (1.60%) FINCAD Analytics
3 27 (1.17%) Oracle ERP
4 20 (0.87%) Oracle EBS
5 17 (0.74%) SAP S/4HANA
6 15 (0.65%) Oracle Payables
7 13 (0.56%) Oracle Receivables
8 11 (0.48%) NetSuite
8 11 (0.48%) Oracle Applications
9 9 (0.39%) Dynamics AX
10 8 (0.35%) SAP MDG
10 8 (0.35%) SAP Oil and Gas
11 5 (0.22%) Dynamics NAV
11 5 (0.22%) Oracle EBS R12
12 4 (0.17%) PeopleSoft HCM
12 4 (0.17%) Sparx Enterprise Architect
13 3 (0.13%) Oracle BPM
13 3 (0.13%) SAP MDM
14 2 (0.087%) Endur
14 2 (0.087%) SAP MM
Cloud Services
1 781 (33.82%) Azure
2 610 (26.42%) AWS
3 333 (14.42%) Office 365
4 182 (7.88%) GCP
5 166 (7.19%) SaaS
6 158 (6.84%) Power Platform
7 146 (6.32%) PaaS
8 137 (5.93%) IaaS
9 98 (4.24%) Azure Active Directory
10 86 (3.72%) Dynamics 365
11 54 (2.34%) AWS CloudFormation
12 44 (1.91%) Azure Data Factory
13 40 (1.73%) Serverless
14 39 (1.69%) Cloud Computing
15 36 (1.56%) OneDrive
16 35 (1.52%) PowerApps
17 34 (1.47%) Amazon EC2
18 33 (1.43%) GitHub
19 29 (1.26%) OpenShift
20 27 (1.17%) Amazon S3
Communications & Networking
1 136 (5.89%) Firewall
2 107 (4.63%) DNS
3 71 (3.07%) WAN
4 61 (2.64%) DHCP
4 61 (2.64%) Skype
5 60 (2.60%) VPN
6 53 (2.30%) LAN
7 48 (2.08%) SAN
8 39 (1.69%) VoIP
9 37 (1.60%) TCP/IP
10 35 (1.52%) Network Security
11 30 (1.30%) BGP
12 26 (1.13%) OSPF
13 23 (1.00%) HTTP
14 22 (0.95%) NetScaler
14 22 (0.95%) Wireless
15 21 (0.91%) MPLS
16 20 (0.87%) Cisco ISE
17 19 (0.82%) IPsec
17 19 (0.82%) SSL
Database & Business Intelligence
1 294 (12.73%) SQL Server
2 168 (7.28%) Data Warehouse
3 126 (5.46%) Power BI
4 102 (4.42%) SQL Server Integration Services
5 90 (3.90%) Relational Database
6 89 (3.85%) SQL Server Reporting Services
7 87 (3.77%) Big Data
8 85 (3.68%) PostgreSQL
9 81 (3.51%) Data Lake
10 71 (3.07%) MySQL
11 65 (2.82%) Azure SQL Database
12 63 (2.73%) Amazon DynamoDB
13 60 (2.60%) NoSQL
14 56 (2.43%) RDBMS
15 47 (2.04%) SQL Server Analysis Services
16 37 (1.60%) Amazon Athena
17 33 (1.43%) Oracle Reports
18 31 (1.34%) Oracle Database
19 30 (1.30%) Amazon RDS
20 29 (1.26%) DB2
Development Applications
1 142 (6.15%) Git (software)
2 105 (4.55%) Jenkins
2 105 (4.55%) JIRA
3 63 (2.73%) Team Foundation Server
4 54 (2.34%) Selenium
5 38 (1.65%) Visual Studio
6 29 (1.26%) SoapUI
7 28 (1.21%) Maven
8 24 (1.04%) HP UFT
8 24 (1.04%) LoadRunner
9 22 (0.95%) Artifactory
10 20 (0.87%) Bitbucket
10 20 (0.87%) SonarQube
11 18 (0.78%) Atlassian Bamboo
12 17 (0.74%) Cucumber
12 17 (0.74%) Eclipse
12 17 (0.74%) ERwin
12 17 (0.74%) GitLab
12 17 (0.74%) JUnit
13 15 (0.65%) Octopus Deploy
General
1 583 (25.25%) Finance
2 136 (5.89%) Front Office
3 115 (4.98%) Banking
4 83 (3.59%) Retail
5 82 (3.55%) Public Sector
6 75 (3.25%) Law
7 63 (2.73%) Manufacturing
8 38 (1.65%) Telecoms
9 37 (1.60%) Marketing
10 28 (1.21%) Back Office
11 25 (1.08%) Legal
12 19 (0.82%) Financial Institution
13 16 (0.69%) Local Government
14 14 (0.61%) Advertising
15 13 (0.56%) Investment Banking
15 13 (0.56%) Publishing
16 12 (0.52%) Pharmaceutical
17 11 (0.48%) Billing
17 11 (0.48%) Games
18 9 (0.39%) Police
Job Titles
1 417 (18.06%) Architect
2 331 (14.34%) Developer
3 283 (12.26%) Analyst
4 207 (8.96%) Consultant
5 147 (6.37%) DevOps Engineer
6 139 (6.02%) AWS Engineer
7 113 (4.89%) Solutions Architect
8 109 (4.72%) Infrastructure Engineer
9 96 (4.16%) Cloud Architect
10 86 (3.72%) Business Analyst
11 79 (3.42%) Project Manager
12 77 (3.33%) Data Architect
13 75 (3.25%) Finance Manager
14 73 (3.16%) AWS Architect
15 70 (3.03%) Senior Developer
16 65 (2.82%) Cloud Engineer
17 63 (2.73%) Azure Architect
18 59 (2.56%) .NET Developer
19 58 (2.51%) Platform Engineer
20 57 (2.47%) Azure Engineer
Libraries, Frameworks & Software Standards
1 291 (12.60%) .NET
2 264 (11.43%) Web Services
3 170 (7.36%) AngularJS
4 125 (5.41%) HTML
5 99 (4.29%) XML
6 97 (4.20%) React
7 96 (4.16%) REST
8 93 (4.03%) CSS
9 91 (3.94%) SOAP
10 82 (3.55%) .NET Core
11 74 (3.20%) Node.js
12 71 (3.07%) ASP.NET
13 59 (2.56%) JSON
14 56 (2.43%) RESTful
15 50 (2.17%) Vue.js
16 48 (2.08%) XSLT
17 45 (1.95%) Middleware
18 44 (1.91%) Kafka
19 42 (1.82%) ASP.NET Core
20 41 (1.78%) J2EE
Miscellaneous
1 252 (10.91%) Analytical Skills
2 228 (9.87%) Data Centre
3 164 (7.10%) Hedge funds
4 151 (6.54%) Derivative
4 151 (6.54%) Fixed Income
5 128 (5.54%) Public Cloud
6 102 (4.42%) Greenfield Project
7 80 (3.46%) Foreign Exchange (FX)
8 67 (2.90%) Self-Motivation
9 61 (2.64%) Equities
10 59 (2.56%) Cloud Native
10 59 (2.56%) Management Information System
11 53 (2.30%) Hybrid Cloud
12 39 (1.69%) Enterprise Software
13 37 (1.60%) Clustering
14 34 (1.47%) OTC Derivatives
15 33 (1.43%) Virtual Team
16 30 (1.30%) Private Cloud
17 29 (1.26%) Blog
18 28 (1.21%) Reinsurance
Operating Systems
1 407 (17.63%) Windows
2 221 (9.57%) Linux
3 185 (8.01%) Windows Server
4 89 (3.85%) Windows 10
5 48 (2.08%) Windows Server 2012
6 41 (1.78%) Windows Server 2016
7 36 (1.56%) Red Hat Enterprise Linux
8 29 (1.26%) Unix
9 22 (0.95%) Windows Server 2008
10 20 (0.87%) CentOS
11 19 (0.82%) Windows 7
12 16 (0.69%) Windows Server 2019
13 13 (0.56%) Ubuntu
14 12 (0.52%) Solaris
15 9 (0.39%) Apple iOS
16 6 (0.26%) AIX
16 6 (0.26%) Mac OS
16 6 (0.26%) Windows 8
17 5 (0.22%) HPUX
17 5 (0.22%) SUSE
Processes & Methodologies
1 726 (31.44%) Agile Software Development
2 464 (20.10%) Data Migration
3 378 (16.37%) DevOps
4 299 (12.95%) Problem-Solving
5 255 (11.04%) Analytics
6 233 (10.09%) Scrum
7 200 (8.66%) Business Intelligence
8 189 (8.19%) Project Management
9 184 (7.97%) Project Delivery
10 181 (7.84%) Microservices
11 179 (7.75%) Asset Management
12 160 (6.93%) Presales
13 158 (6.84%) Mentoring
14 156 (6.76%) ETL
15 154 (6.67%) Investment Management
16 153 (6.63%) Software Engineering
17 144 (6.24%) Infrastructure Engineering
18 137 (5.93%) Continuous Integration
19 132 (5.72%) Stakeholder Management
20 131 (5.67%) Infrastructure as Code
Programming Languages
1 622 (26.94%) SQL
2 390 (16.89%) Python
3 308 (13.34%) C#
4 287 (12.43%) JavaScript
5 274 (11.87%) Java
6 250 (10.83%) PowerShell
7 122 (5.28%) R
8 115 (4.98%) C++
9 99 (4.29%) T-SQL
10 67 (2.90%) Bash Shell
11 66 (2.86%) C
12 55 (2.38%) Ruby
13 43 (1.86%) VBA
14 39 (1.69%) Kotlin
15 36 (1.56%) PHP
16 35 (1.52%) MATLAB
17 33 (1.43%) PL/SQL
17 33 (1.43%) Shell Script
17 33 (1.43%) TypeScript
18 30 (1.30%) VB.NET
Qualifications
1 237 (10.26%) Degree
2 173 (7.49%) Security Cleared
3 138 (5.98%) SC Cleared
4 91 (3.94%) Computer Science Degree
5 90 (3.90%) Microsoft Certification
6 65 (2.82%) Cisco Certification
7 51 (2.21%) AWS Certification
8 33 (1.43%) CCNP
9 32 (1.39%) MCSE
10 27 (1.17%) MCSA
11 26 (1.13%) Oracle Certification
12 25 (1.08%) CCNA
12 25 (1.08%) DV Cleared
13 15 (0.65%) CCIE
13 15 (0.65%) Master's Degree
14 14 (0.61%) MCITP
15 13 (0.56%) CISSP
15 13 (0.56%) MCP
16 12 (0.52%) ISEB
17 11 (0.48%) MCT
Quality Assurance & Compliance
1 76 (3.29%) Data Quality
2 73 (3.16%) QA
3 29 (1.26%) ISO/IEC 27001
4 28 (1.21%) GDPR
5 27 (1.17%) PMO
6 21 (0.91%) SLA
7 14 (0.61%) Sarbanes-Oxley
8 9 (0.39%) Cyber Essentials
9 8 (0.35%) Basel III
9 8 (0.35%) MiFID
10 6 (0.26%) EMIR
10 6 (0.26%) ISO 20022
11 5 (0.22%) PCI DSS
12 4 (0.17%) Basel II
12 4 (0.17%) CRD IV
12 4 (0.17%) ITGC
12 4 (0.17%) SEPA
13 3 (0.13%) NIST
14 2 (0.087%) COBIT
14 2 (0.087%) HL7
System Software
1 270 (11.69%) Active Directory
2 208 (9.01%) Docker
3 163 (7.06%) VMware Infrastructure
4 116 (5.02%) Hyper-V
5 63 (2.73%) vSphere
6 29 (1.26%) Virtual Machines
7 23 (1.00%) XenApp
8 21 (0.91%) VMware ESXi
9 18 (0.78%) XenDesktop
10 13 (0.56%) NFS
11 11 (0.48%) VMware NSX
12 10 (0.43%) Virtual Servers
13 9 (0.39%) Citrix Presentation Server
14 8 (0.35%) Virtual Desktop
15 6 (0.26%) Xen
16 5 (0.22%) KVM
16 5 (0.22%) Oracle RAC
16 5 (0.22%) Postfix
16 5 (0.22%) VirtualBox
16 5 (0.22%) VMware Server
Systems Management
1 238 (10.31%) Terraform
2 201 (8.71%) Kubernetes
3 124 (5.37%) Ansible
4 103 (4.46%) Puppet
5 97 (4.20%) Opscode Chef
6 80 (3.46%) SCCM
7 51 (2.21%) Microsoft Intune
8 25 (1.08%) Microsoft Clustering
8 25 (1.08%) SCOM
9 16 (0.69%) Single Sign-On
10 15 (0.65%) PowerCLI
10 15 (0.65%) vRealize
11 12 (0.52%) Cisco CUCM
12 11 (0.48%) SCVMM
13 10 (0.43%) NetBackup
14 9 (0.39%) McAfee ePO
15 8 (0.35%) Rundeck
16 7 (0.30%) Backup Exec
16 7 (0.30%) Nagios
16 7 (0.30%) Packer
Vendors
1 702 (30.40%) Microsoft
2 273 (11.82%) VMware
3 252 (10.91%) Oracle
4 132 (5.72%) Cisco
5 118 (5.11%) Google
6 83 (3.59%) Citrix
7 77 (3.33%) Bloomberg
8 73 (3.16%) SAP
9 64 (2.77%) Databricks
10 60 (2.60%) Salesforce.com
11 45 (1.95%) IBM
11 45 (1.95%) Tableau
12 38 (1.65%) HP
12 38 (1.65%) Sparx
13 32 (1.39%) Juniper
14 29 (1.26%) CheckPoint
14 29 (1.26%) EMC
15 27 (1.17%) ServiceNow
16 25 (1.08%) Palo Alto
17 24 (1.04%) Red Hat