Period
to 30 October 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 30 October 2020 with a comparison to the same period in the previous 2 years.

Migration
UK > England
6 months to
30 Oct 2020
Same period 2019 Same period 2018
Rank 70 82 110
Rank change year-on-year +12 +28 +24
Permanent jobs citing Migration 1,896 4,487 4,496
As % of all permanent jobs advertised in England 4.13% 3.54% 2.93%
As % of the Processes & Methodologies category 4.47% 3.84% 3.19%
Number of salaries quoted 1,870 3,763 3,630
Median annual salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.35% +4.55%
10th Percentile £37,500 £35,000 £33,000
90th Percentile £100,000 £90,000 £87,500
UK median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +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 42,431 116,865 141,026
As % of all permanent IT jobs advertised in England 92.50% 92.24% 91.98%
Number of salaries quoted 35,257 93,268 113,028
Median annual salary £55,350 £52,500 £52,500
Median salary % change year-on-year +5.43% - +5.00%
10th Percentile £33,500 £30,000 £29,250
90th Percentile £91,250 £87,500 £85,000
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 30 October 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 30 October 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 +3 876 £70,000 +7.69% 165
North of England +46 317 £50,000 +3.36% 109
South East +28 291 £57,500 +4.55% 69
Midlands +13 179 £50,000 - 51
Yorkshire +69 144 £47,500 -5.00% 29
West Midlands +25 135 £50,000 -4.76% 40
South West +33 134 £47,500 +5.56% 38
North West +25 132 £55,000 +22.22% 65
East of England +15 73 £65,000 +29.77% 24
East Midlands +3 42 £47,500 +5.56% 10
North East +28 41 £55,000 +15.29% 15
Migration
UK

For the 6 months to 30 October 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.

1 734 (38.71%) Azure
2 618 (32.59%) Agile Software Development
3 579 (30.54%) Microsoft
4 571 (30.12%) AWS
5 471 (24.84%) SQL
6 430 (22.68%) Finance
7 389 (20.52%) DevOps
8 339 (17.88%) Data Migration
9 317 (16.72%) Windows
10 273 (14.40%) Scrum
11 267 (14.08%) Python
12 232 (12.24%) JavaScript
13 231 (12.18%) Office 365
14 226 (11.92%) .NET
15 225 (11.87%) Terraform
16 223 (11.76%) Web Services
17 220 (11.60%) SQL Server
18 217 (11.45%) Java
19 215 (11.34%) Kubernetes
20 209 (11.02%) C#
21 204 (10.76%) VMware
22 203 (10.71%) Linux
23 201 (10.60%) Docker
24 189 (9.97%) GCP
25 185 (9.76%) Oracle
26 180 (9.49%) Continuous Integration
27 176 (9.28%) Git (software)
27 176 (9.28%) Microservices
28 172 (9.07%) Problem-Solving
29 171 (9.02%) Business Intelligence

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
1 133 (7.01%) SharePoint
2 64 (3.38%) MS Exchange
3 36 (1.90%) CMS
4 33 (1.74%) IIS
5 27 (1.42%) Skype for Business
6 22 (1.16%) Confluence
7 19 (1.00%) SharePoint 2010
8 12 (0.63%) Elasticsearch
9 11 (0.58%) Exchange Server 2010
9 11 (0.58%) SAS
9 11 (0.58%) WordPress
10 10 (0.53%) Exchange Server 2013
10 10 (0.53%) SharePoint 2013
11 8 (0.42%) Umbraco
12 6 (0.32%) Apache
12 6 (0.32%) BizTalk Server
12 6 (0.32%) Ethereum
13 5 (0.26%) Sitecore CMS
13 5 (0.26%) WebLogic
14 4 (0.21%) SharePoint Server
Applications
1 72 (3.80%) Microsoft Excel
2 36 (1.90%) Microsoft Office
3 13 (0.69%) MS Visio
4 5 (0.26%) Microsoft PowerPoint
5 4 (0.21%) Microsoft Project
6 3 (0.16%) Spreadsheet
7 1 (0.053%) Open Workbench
Business Applications
1 49 (2.58%) Dynamics CRM
2 17 (0.90%) SAP S/4HANA
3 15 (0.79%) Oracle Applications
4 14 (0.74%) Oracle ERP
4 14 (0.74%) Oracle Payables
5 12 (0.63%) Oracle Receivables
6 11 (0.58%) Magento
7 7 (0.37%) Dynamics AX
8 6 (0.32%) NetSuite
8 6 (0.32%) Oracle EBS
8 6 (0.32%) Quorum
9 5 (0.26%) Shopify
10 4 (0.21%) Dynamics GP
11 3 (0.16%) Oracle CRM On Demand
11 3 (0.16%) SAP GRC
11 3 (0.16%) SAP MDG
12 2 (0.11%) Oracle Assets
12 2 (0.11%) Oracle BPM
12 2 (0.11%) Oracle Procure-to-Pay
12 2 (0.11%) Oracle Subledger Accounting
Cloud Services
1 734 (38.71%) Azure
2 571 (30.12%) AWS
3 231 (12.18%) Office 365
4 189 (9.97%) GCP
5 133 (7.01%) SaaS
6 115 (6.07%) Power Platform
7 93 (4.91%) IaaS
8 79 (4.17%) PaaS
9 74 (3.90%) AWS CloudFormation
10 58 (3.06%) Azure Active Directory
10 58 (3.06%) Dynamics 365
11 38 (2.00%) Azure Data Factory
12 34 (1.79%) OneDrive
13 33 (1.74%) PowerApps
14 31 (1.64%) Serverless
15 30 (1.58%) Amazon EC2
16 29 (1.53%) Amazon S3
17 28 (1.48%) Cloud Computing
18 22 (1.16%) OpenShift
19 21 (1.11%) Salesforce Sales Cloud
Communications & Networking
1 109 (5.75%) Firewall
2 76 (4.01%) WAN
3 68 (3.59%) DNS
4 67 (3.53%) LAN
5 59 (3.11%) Skype
6 55 (2.90%) SAN
7 51 (2.69%) DHCP
8 32 (1.69%) VPN
9 28 (1.48%) VSAN
10 24 (1.27%) TCP/IP
10 24 (1.27%) VoIP
11 23 (1.21%) Network Security
12 18 (0.95%) Wireless
13 17 (0.90%) H.323
14 16 (0.84%) MPLS
15 15 (0.79%) BGP
15 15 (0.79%) HTTP
15 15 (0.79%) NetScaler
16 14 (0.74%) VLAN
17 13 (0.69%) OSPF
Database & Business Intelligence
1 220 (11.60%) SQL Server
2 113 (5.96%) Data Warehouse
3 93 (4.91%) Power BI
4 85 (4.48%) MySQL
5 77 (4.06%) SQL Server Reporting Services
6 76 (4.01%) Data Lake
7 75 (3.96%) Big Data
8 70 (3.69%) SQL Server Integration Services
9 58 (3.06%) NoSQL
10 53 (2.80%) PostgreSQL
11 40 (2.11%) Amazon RDS
11 40 (2.11%) Azure SQL Database
12 36 (1.90%) Relational Database
13 26 (1.37%) SQL Server Analysis Services
14 23 (1.21%) HDInsight
15 20 (1.05%) Tableau
16 19 (1.00%) Oracle Database
17 16 (0.84%) MS Access
17 16 (0.84%) OLTP
17 16 (0.84%) SQL Server 2012
Development Applications
1 176 (9.28%) Git (software)
2 112 (5.91%) Jenkins
3 58 (3.06%) Selenium
4 57 (3.01%) JIRA
5 47 (2.48%) Team Foundation Server
6 42 (2.22%) Visual Studio
7 29 (1.53%) GitLab
8 19 (1.00%) Artifactory
8 19 (1.00%) JUnit
9 18 (0.95%) Bitbucket
9 18 (0.95%) Octopus Deploy
9 18 (0.95%) SpecFlow
9 18 (0.95%) TeamCity
10 17 (0.90%) PHPUnit
11 14 (0.74%) Appium
11 14 (0.74%) Cucumber
11 14 (0.74%) Cypress.io
11 14 (0.74%) Maven
12 13 (0.69%) Atlassian Bamboo
12 13 (0.69%) Eclipse
General
1 430 (22.68%) Finance
2 103 (5.43%) Front Office
3 75 (3.96%) Banking
4 73 (3.85%) Public Sector
5 57 (3.01%) Law
6 48 (2.53%) Marketing
7 42 (2.22%) Retail
8 30 (1.58%) Telecoms
9 28 (1.48%) Manufacturing
10 26 (1.37%) Publishing
11 17 (0.90%) Back Office
12 15 (0.79%) Advertising
13 14 (0.74%) Legal
14 11 (0.58%) Retail Banking
15 10 (0.53%) Pharmaceutical
16 9 (0.47%) Financial Institution
17 7 (0.37%) Local Government
18 6 (0.32%) French Language
19 5 (0.26%) German Language
19 5 (0.26%) Slovak Language
Job Titles
1 347 (18.30%) Architect
2 311 (16.40%) Developer
3 189 (9.97%) DevOps Engineer
4 180 (9.49%) Consultant
5 168 (8.86%) Analyst
6 163 (8.60%) AWS Engineer
7 92 (4.85%) AWS DevOps
8 91 (4.80%) AWS DevOps Engineer
9 88 (4.64%) Solutions Architect
10 80 (4.22%) Azure Engineer
11 77 (4.06%) Cloud Architect
12 73 (3.85%) Infrastructure Engineer
13 71 (3.74%) AWS Architect
14 66 (3.48%) Senior Developer
15 64 (3.38%) Azure Architect
16 59 (3.11%) Business Analyst
17 58 (3.06%) Data Architect
18 56 (2.95%) Platform Engineer
19 50 (2.64%) Software Engineer
20 48 (2.53%) .NET Software Engineer
Libraries, Frameworks & Software Standards
1 226 (11.92%) .NET
2 223 (11.76%) Web Services
3 165 (8.70%) AngularJS
4 121 (6.38%) React
5 113 (5.96%) HTML
6 95 (5.01%) CSS
7 78 (4.11%) Node.js
8 76 (4.01%) ASP.NET
9 75 (3.96%) .NET Core
10 69 (3.64%) REST
11 61 (3.22%) SOAP
11 61 (3.22%) Vue.js
12 52 (2.74%) ASP.NET Core
13 48 (2.53%) RESTful
14 45 (2.37%) XML
15 42 (2.22%) JSON
16 41 (2.16%) jQuery
17 39 (2.06%) Middleware
18 35 (1.85%) Spring
19 33 (1.74%) .NET Framework
Miscellaneous
1 159 (8.39%) Data Centre
2 144 (7.59%) Hedge funds
3 143 (7.54%) Analytical Skills
4 136 (7.17%) Derivative
4 136 (7.17%) Fixed Income
5 130 (6.86%) Greenfield Project
6 85 (4.48%) Public Cloud
7 68 (3.59%) Foreign Exchange (FX)
8 65 (3.43%) Equities
9 50 (2.64%) Cloud Native
10 44 (2.32%) Self-Motivation
11 39 (2.06%) Credit Derivative
12 28 (1.48%) Hybrid Cloud
12 28 (1.48%) Management Information System
12 28 (1.48%) OTC Derivatives
13 26 (1.37%) Enterprise Software
14 25 (1.32%) Clustering
14 25 (1.32%) User Experience
15 24 (1.27%) Data Structures
16 18 (0.95%) Equity Derivative
Operating Systems
1 317 (16.72%) Windows
2 203 (10.71%) Linux
3 144 (7.59%) Windows Server
4 56 (2.95%) Windows 10
5 40 (2.11%) Windows Server 2012
6 39 (2.06%) Windows Server 2016
7 33 (1.74%) Red Hat Enterprise Linux
8 25 (1.32%) Windows Server 2019
9 19 (1.00%) CentOS
10 17 (0.90%) Windows Server 2008
11 12 (0.63%) Ubuntu
12 11 (0.58%) Unix
13 9 (0.47%) Windows 7
14 8 (0.42%) Apple iOS
15 4 (0.21%) Mac OS
15 4 (0.21%) SUSE
15 4 (0.21%) Windows 8
15 4 (0.21%) Windows Server 2003
16 3 (0.16%) HPUX
16 3 (0.16%) Solaris
Processes & Methodologies
1 618 (32.59%) Agile Software Development
2 389 (20.52%) DevOps
3 339 (17.88%) Data Migration
4 273 (14.40%) Scrum
5 180 (9.49%) Continuous Integration
6 176 (9.28%) Microservices
7 172 (9.07%) Problem-Solving
8 171 (9.02%) Business Intelligence
9 166 (8.76%) Analytics
10 160 (8.44%) Asset Management
11 141 (7.44%) ETL
12 138 (7.28%) Investment Management
13 126 (6.65%) Fintech
13 126 (6.65%) Presales
14 122 (6.43%) Infrastructure as Code
15 115 (6.07%) Stakeholder Management
16 112 (5.91%) Infrastructure Engineering
17 102 (5.38%) Software Engineering
17 102 (5.38%) Test Automation
18 100 (5.27%) CRM
Programming Languages
1 471 (24.84%) SQL
2 267 (14.08%) Python
3 232 (12.24%) JavaScript
4 217 (11.45%) Java
5 209 (11.02%) C#
6 140 (7.38%) PowerShell
7 132 (6.96%) R
8 93 (4.91%) T-SQL
9 72 (3.80%) C
10 55 (2.90%) Bash Shell
11 52 (2.74%) C++
12 46 (2.43%) PHP
13 43 (2.27%) TypeScript
14 33 (1.74%) VBA
15 29 (1.53%) MATLAB
16 28 (1.48%) Ruby
17 23 (1.21%) PL/SQL
18 20 (1.05%) Apex Code
19 16 (0.84%) ES6
20 11 (0.58%) SOQL
Qualifications
1 146 (7.70%) Degree
2 129 (6.80%) Security Cleared
3 92 (4.85%) SC Cleared
4 73 (3.85%) Microsoft Certification
5 41 (2.16%) Cisco Certification
6 39 (2.06%) Computer Science Degree
7 31 (1.64%) CCNA
7 31 (1.64%) MCSE
8 30 (1.58%) AWS Certification
9 21 (1.11%) DV Cleared
10 18 (0.95%) MCSA
11 16 (0.84%) Oracle Certification
12 15 (0.79%) CCNP
13 14 (0.74%) CFA
14 13 (0.69%) Master's Degree
14 13 (0.69%) MCITP
15 9 (0.47%) MCP
15 9 (0.47%) VMware Certified Professional (VCP)
16 8 (0.42%) PMP
17 7 (0.37%) CISSP
Quality Assurance & Compliance
1 56 (2.95%) QA
2 40 (2.11%) Data Quality
3 27 (1.42%) ISO/IEC 27001
4 19 (1.00%) SLA
5 11 (0.58%) GDPR
6 7 (0.37%) MiFID
7 5 (0.26%) EMIR
8 4 (0.21%) Cyber Essentials
9 3 (0.16%) HL7
9 3 (0.16%) ISO 20022
9 3 (0.16%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
9 3 (0.16%) PCI DSS
9 3 (0.16%) Sarbanes-Oxley
10 2 (0.11%) IFRS
10 2 (0.11%) NCSC
10 2 (0.11%) PMO
10 2 (0.11%) SEPA
11 1 (0.053%) COSO
11 1 (0.053%) GAAP
11 1 (0.053%) ISO 14001
System Software
1 201 (10.60%) Docker
2 158 (8.33%) Active Directory
3 113 (5.96%) VMware Infrastructure
4 76 (4.01%) vSphere
5 50 (2.64%) Hyper-V
6 30 (1.58%) Virtual Machines
7 21 (1.11%) XenApp
8 18 (0.95%) VMware NSX
9 17 (0.90%) vCloud
10 13 (0.69%) XenDesktop
11 9 (0.47%) NFS
12 8 (0.42%) Citrix Presentation Server
12 8 (0.42%) Postfix
12 8 (0.42%) Virtual Desktop
12 8 (0.42%) Virtual Servers
13 6 (0.32%) DFS Replication
13 6 (0.32%) VMware ESXi
14 5 (0.26%) BitLocker
14 5 (0.26%) MetaFrame
14 5 (0.26%) VMware Server
Systems Management
1 225 (11.87%) Terraform
2 215 (11.34%) Kubernetes
3 129 (6.80%) Puppet
4 102 (5.38%) Opscode Chef
5 74 (3.90%) Ansible
6 59 (3.11%) SCCM
7 34 (1.79%) Microsoft Intune
8 29 (1.53%) vRealize
9 22 (1.16%) vCenter Server
10 19 (1.00%) SCOM
11 16 (0.84%) Microsoft Clustering
12 15 (0.79%) Cisco CUCM
13 14 (0.74%) NetBackup
14 13 (0.69%) Single Sign-On
15 9 (0.47%) PowerCLI
16 8 (0.42%) Cisco UCCX
16 8 (0.42%) Failover Clustering
17 7 (0.37%) McAfee ePO
18 5 (0.26%) Data Guard
19 4 (0.21%) Backup Exec
Vendors
1 579 (30.54%) Microsoft
2 204 (10.76%) VMware
3 185 (9.76%) Oracle
4 113 (5.96%) Google
5 83 (4.38%) Cisco
6 76 (4.01%) Salesforce.com
7 60 (3.16%) SAP
8 59 (3.11%) Citrix
9 55 (2.90%) EMC
10 53 (2.80%) Databricks
11 41 (2.16%) EnterpriseDB
12 40 (2.11%) Sparx
13 36 (1.90%) IBM
14 34 (1.79%) Bloomberg
15 30 (1.58%) Dell
16 26 (1.37%) Brocade
16 26 (1.37%) HP
17 25 (1.32%) Red Hat
18 23 (1.21%) Isilon
19 21 (1.11%) ServiceNow