Period
to 20 January 2021

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 20 January 2021 with a comparison to the same period in the previous 2 years.

Migration
UK > England
6 months to
20 Jan 2021
Same period 2020 Same period 2019
Rank 72 80 104
Rank change year-on-year +8 +24 +23
Permanent jobs citing Migration 2,306 4,235 4,284
As % of all permanent jobs advertised in England 4.03% 3.65% 3.08%
As % of the Processes & Methodologies category 4.35% 3.96% 3.34%
Number of salaries quoted 2,321 3,639 3,505
Median annual salary £57,234 £62,500 £60,000
Median salary % change year-on-year -8.43% +4.17% +4.35%
10th Percentile £36,750 £35,750 £35,000
90th Percentile £90,000 £100,000 £90,000
UK median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - +9.09%

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 52,965 106,815 128,290
As % of all permanent IT jobs advertised in England 92.46% 92.14% 92.25%
Number of salaries quoted 43,325 86,215 103,529
Median annual salary £55,000 £55,000 £52,500
Median salary % change year-on-year - +4.76% +5.00%
10th Percentile £32,750 £30,500 £30,000
90th Percentile £90,000 £88,750 £85,000
UK median annual salary £55,000 £52,500 £52,500
% 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 20 January 2021.

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 20 January 2021. 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 +1 1,066 £70,000 - 202
North of England +40 475 £47,500 - 88
South East -2 293 £55,000 -8.33% 78
Yorkshire +50 230 £47,500 - 26
Midlands +14 228 £49,000 -6.67% 51
North West +39 212 £47,500 - 52
West Midlands +15 157 £50,000 -4.76% 34
South West +15 137 £47,500 +2.15% 30
East Midlands +17 70 £47,500 -9.52% 16
East of England -23 58 £60,000 +20.00% 27
North East +4 33 £55,000 +21.11% 10
Migration
UK

For the 6 months to 20 January 2021, 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.

1 972 (42.15%) Azure
2 754 (32.70%) Microsoft
3 696 (30.18%) Agile Software Development
4 657 (28.49%) AWS
5 573 (24.85%) SQL
6 536 (23.24%) DevOps
7 478 (20.73%) Finance
8 421 (18.26%) Data Migration
9 381 (16.52%) Windows
10 285 (12.36%) Terraform
11 280 (12.14%) Office 365
11 280 (12.14%) Oracle
12 278 (12.06%) Continuous Integration
13 270 (11.71%) Kubernetes
14 262 (11.36%) Business Intelligence
15 255 (11.06%) SQL Server
16 254 (11.01%) VMware
17 252 (10.93%) Git (software)
18 251 (10.88%) Scrum
19 245 (10.62%) Linux
20 231 (10.02%) Active Directory
21 227 (9.84%) Docker
22 218 (9.45%) Microservices
23 217 (9.41%) JavaScript
24 210 (9.11%) Power Platform
25 206 (8.93%) Web Services
26 203 (8.80%) GCP
27 202 (8.76%) Data Warehouse
28 199 (8.63%) Python
29 197 (8.54%) PowerShell

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
1 171 (7.42%) SharePoint
2 81 (3.51%) MS Exchange
3 27 (1.17%) CMS
4 26 (1.13%) IIS
5 21 (0.91%) Confluence
6 20 (0.87%) Apache
7 18 (0.78%) Skype for Business
8 17 (0.74%) Elasticsearch
9 16 (0.69%) SAS
10 13 (0.56%) Apache Spark
11 12 (0.52%) WordPress
12 8 (0.35%) BizTalk Server
13 7 (0.30%) Exchange Server 2010
13 7 (0.30%) Exchange Server 2013
14 6 (0.26%) Ethereum
15 5 (0.22%) Sitecore CMS
15 5 (0.22%) Umbraco
16 4 (0.17%) Adobe Experience Manager
16 4 (0.17%) JBoss
16 4 (0.17%) WebLogic
Applications
1 69 (2.99%) Microsoft Excel
2 66 (2.86%) Microsoft Office
3 27 (1.17%) MS Visio
4 12 (0.52%) Microsoft PowerPoint
5 7 (0.30%) Microsoft Project
6 6 (0.26%) Spreadsheet
7 4 (0.17%) Gliffy
8 1 (0.043%) Maya
8 1 (0.043%) Open Workbench
Business Applications
1 64 (2.78%) Dynamics CRM
2 20 (0.87%) NetSuite
3 19 (0.82%) Oracle Applications
4 18 (0.78%) Dynamics AX
5 16 (0.69%) Oracle ERP
6 15 (0.65%) Oracle Receivables
7 14 (0.61%) Magento
7 14 (0.61%) Oracle Payables
8 11 (0.48%) Shopify
9 10 (0.43%) SAP Business One
10 9 (0.39%) Infor M3
10 9 (0.39%) Oracle EBS
10 9 (0.39%) SAP S/4HANA
11 6 (0.26%) Quorum
12 5 (0.22%) Oracle Assets
12 5 (0.22%) Oracle General Ledger
12 5 (0.22%) SAP ERP
13 4 (0.17%) Dynamics GP
13 4 (0.17%) JDE EnterpriseOne
13 4 (0.17%) Sage 1000
Cloud Services
1 972 (42.15%) Azure
2 657 (28.49%) AWS
3 280 (12.14%) Office 365
4 210 (9.11%) Power Platform
5 203 (8.80%) GCP
6 146 (6.33%) SaaS
7 127 (5.51%) PaaS
8 117 (5.07%) IaaS
9 110 (4.77%) Azure Active Directory
10 101 (4.38%) AWS CloudFormation
11 85 (3.69%) Dynamics 365
12 68 (2.95%) Serverless
13 44 (1.91%) Azure Data Factory
14 41 (1.78%) PowerApps
15 37 (1.60%) OneDrive
16 30 (1.30%) Cloud Computing
17 28 (1.21%) Amazon S3
18 27 (1.17%) AWS Lambda
18 27 (1.17%) GitHub
19 25 (1.08%) Amazon SQS
Communications & Networking
1 163 (7.07%) Firewall
2 93 (4.03%) DNS
3 87 (3.77%) WAN
4 70 (3.04%) LAN
5 57 (2.47%) DHCP
6 51 (2.21%) VPN
7 47 (2.04%) SAN
8 40 (1.73%) Skype
9 38 (1.65%) VSAN
10 34 (1.47%) TCP/IP
10 34 (1.47%) VLAN
11 32 (1.39%) Network Security
12 31 (1.34%) VoIP
13 23 (1.00%) Wireless
14 14 (0.61%) OSPF
15 13 (0.56%) MPLS
16 12 (0.52%) BGP
16 12 (0.52%) Internet
16 12 (0.52%) Wi-Fi
17 11 (0.48%) Remote Desktop
Database & Business Intelligence
1 255 (11.06%) SQL Server
2 202 (8.76%) Data Warehouse
3 158 (6.85%) Power BI
4 97 (4.21%) SQL Server Integration Services
5 96 (4.16%) MySQL
6 94 (4.08%) SQL Server Reporting Services
7 85 (3.69%) Big Data
8 79 (3.43%) Data Lake
9 73 (3.17%) PostgreSQL
10 68 (2.95%) Relational Database
11 64 (2.78%) SQL Server Analysis Services
12 50 (2.17%) NoSQL
13 46 (1.99%) Amazon RDS
14 43 (1.86%) Azure SQL Database
15 34 (1.47%) Tableau
16 33 (1.43%) Azure SQL Data Warehouse
17 22 (0.95%) Snowflake Schema
18 21 (0.91%) Cosmos DB
18 21 (0.91%) QlikView
19 19 (0.82%) Oracle Database
Development Applications
1 252 (10.93%) Git (software)
2 153 (6.63%) Jenkins
3 57 (2.47%) JIRA
4 52 (2.25%) Team Foundation Server
5 49 (2.12%) Selenium
6 37 (1.60%) Visual Studio Team System
7 34 (1.47%) Visual Studio
8 24 (1.04%) GitLab
9 19 (0.82%) JUnit
9 19 (0.82%) Maven
10 18 (0.78%) Flyway
11 17 (0.74%) PHPUnit
11 17 (0.74%) TeamCity
12 16 (0.69%) Appium
13 15 (0.65%) SpecFlow
14 14 (0.61%) Octopus Deploy
15 12 (0.52%) Mockito
15 12 (0.52%) Oracle APEX
15 12 (0.52%) Subversion
16 11 (0.48%) Cypress.io
General
1 478 (20.73%) Finance
2 103 (4.47%) Banking
3 80 (3.47%) Marketing
4 77 (3.34%) Public Sector
5 70 (3.04%) Law
6 55 (2.39%) Retail
7 49 (2.12%) Front Office
8 33 (1.43%) Manufacturing
9 31 (1.34%) Legal
9 31 (1.34%) Telecoms
10 29 (1.26%) Publishing
11 15 (0.65%) Advertising
12 13 (0.56%) Local Government
12 13 (0.56%) Retail Banking
13 12 (0.52%) Back Office
14 9 (0.39%) Electronics
14 9 (0.39%) Financial Institution
15 7 (0.30%) General Ledger
15 7 (0.30%) German Language
16 6 (0.26%) French Language
Job Titles
1 372 (16.13%) Developer
2 340 (14.74%) Architect
3 245 (10.62%) Consultant
4 230 (9.97%) Analyst
5 207 (8.98%) DevOps Engineer
6 157 (6.81%) AWS Engineer
7 130 (5.64%) Azure Engineer
8 116 (5.03%) AWS DevOps
9 114 (4.94%) AWS DevOps Engineer
10 100 (4.34%) Infrastructure Engineer
11 98 (4.25%) Senior Developer
12 91 (3.95%) Azure Architect
13 89 (3.86%) Platform Engineer
14 85 (3.69%) Solutions Architect
15 79 (3.43%) .NET Developer
15 79 (3.43%) Business Analyst
16 78 (3.38%) Cloud Architect
17 62 (2.69%) SQL Developer
18 52 (2.25%) Project Manager
19 51 (2.21%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 206 (8.93%) Web Services
2 178 (7.72%) .NET
3 126 (5.46%) CSS
3 126 (5.46%) HTML
4 117 (5.07%) React
5 98 (4.25%) AngularJS
6 87 (3.77%) .NET Core
7 78 (3.38%) ASP.NET Web API
8 75 (3.25%) REST
9 67 (2.91%) Node.js
10 60 (2.60%) .NET Framework
11 59 (2.56%) ASP.NET
12 54 (2.34%) jQuery
12 54 (2.34%) RESTful
13 48 (2.08%) Twitter Bootstrap
14 45 (1.95%) Vue.js
15 40 (1.73%) SOAP
16 39 (1.69%) Spring
17 37 (1.60%) Middleware
18 36 (1.56%) ASP.NET Core
Miscellaneous
1 185 (8.02%) Data Centre
2 177 (7.68%) Analytical Skills
3 134 (5.81%) Greenfield Project
4 68 (2.95%) Hedge funds
5 66 (2.86%) Derivative
6 65 (2.82%) Fixed Income
7 62 (2.69%) Public Cloud
7 62 (2.69%) Self-Motivation
8 51 (2.21%) Cloud Native
9 46 (1.99%) N-Tier
10 44 (1.91%) User Experience
11 41 (1.78%) Foreign Exchange (FX)
11 41 (1.78%) Management Information System
12 36 (1.56%) Data Structures
13 35 (1.52%) Clustering
13 35 (1.52%) Enterprise Software
13 35 (1.52%) Equities
14 32 (1.39%) Reinsurance
15 29 (1.26%) Credit Derivative
16 27 (1.17%) Hybrid Cloud
Operating Systems
1 381 (16.52%) Windows
2 245 (10.62%) Linux
3 156 (6.76%) Windows Server
4 57 (2.47%) Windows 10
5 53 (2.30%) Windows Server 2012
6 47 (2.04%) Windows Server 2016
7 43 (1.86%) Windows Server 2019
8 34 (1.47%) Red Hat Enterprise Linux
9 25 (1.08%) Ubuntu
9 25 (1.08%) Unix
10 21 (0.91%) CentOS
11 17 (0.74%) Windows Server 2008
12 14 (0.61%) Windows 7
13 9 (0.39%) Android
14 8 (0.35%) Apple iOS
14 8 (0.35%) VMS
15 6 (0.26%) Windows 8
16 5 (0.22%) Windows Server 2003
17 4 (0.17%) Mac OS
18 3 (0.13%) Solaris
Processes & Methodologies
1 696 (30.18%) Agile Software Development
2 536 (23.24%) DevOps
3 421 (18.26%) Data Migration
4 278 (12.06%) Continuous Integration
5 262 (11.36%) Business Intelligence
6 251 (10.88%) Scrum
7 218 (9.45%) Microservices
8 187 (8.11%) ETL
9 186 (8.07%) Problem-Solving
10 176 (7.63%) Deployment Automation
11 171 (7.42%) Project Delivery
12 168 (7.29%) Analytics
13 164 (7.11%) Project Management
14 156 (6.76%) Presales
15 151 (6.55%) Stakeholder Management
16 146 (6.33%) Infrastructure Engineering
17 143 (6.20%) Infrastructure as Code
18 141 (6.11%) ERP
19 136 (5.90%) CRM
20 122 (5.29%) Mentoring
Programming Languages
1 573 (24.85%) SQL
2 217 (9.41%) JavaScript
3 199 (8.63%) Python
4 197 (8.54%) PowerShell
5 193 (8.37%) Java
6 188 (8.15%) C#
7 124 (5.38%) T-SQL
8 64 (2.78%) R
9 61 (2.65%) PHP
10 59 (2.56%) C
11 57 (2.47%) Bash Shell
12 50 (2.17%) TypeScript
13 29 (1.26%) PL/SQL
14 26 (1.13%) C++
15 24 (1.04%) Ruby
16 22 (0.95%) Go
17 19 (0.82%) Apex Code
18 13 (0.56%) Data Analysis Expressions (DAX)
19 12 (0.52%) ES6
19 12 (0.52%) Perl
Qualifications
1 175 (7.59%) Degree
2 99 (4.29%) Security Cleared
3 80 (3.47%) Microsoft Certification
4 67 (2.91%) SC Cleared
5 53 (2.30%) Cisco Certification
6 44 (1.91%) CCNA
7 40 (1.73%) Computer Science Degree
8 34 (1.47%) MCSE
9 29 (1.26%) AWS Certification
10 20 (0.87%) CCNP
11 19 (0.82%) Oracle Certification
12 16 (0.69%) CFA
12 16 (0.69%) MCSA
13 15 (0.65%) CISSP
13 15 (0.65%) Master's Degree
13 15 (0.65%) VMware Certified Professional (VCP)
14 10 (0.43%) CRISC
15 9 (0.39%) BPSS Clearance
15 9 (0.39%) ITIL Certification
15 9 (0.39%) TOGAF Certification
Quality Assurance & Compliance
1 77 (3.34%) Data Quality
2 58 (2.52%) QA
3 44 (1.91%) ISO/IEC 27001
4 31 (1.34%) SLA
5 24 (1.04%) GDPR
6 10 (0.43%) NCSC
7 9 (0.39%) HMG Security Policy Framework
7 9 (0.39%) JSP 440
8 7 (0.30%) MiFID
9 4 (0.17%) EMIR
9 4 (0.17%) NIST
9 4 (0.17%) PMO
9 4 (0.17%) Sarbanes-Oxley
10 3 (0.13%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
10 3 (0.13%) PCI DSS
11 2 (0.087%) HL7
11 2 (0.087%) ITGC
12 1 (0.043%) COBIT
12 1 (0.043%) ISO 20022
12 1 (0.043%) SEPA
System Software
1 231 (10.02%) Active Directory
2 227 (9.84%) Docker
3 149 (6.46%) VMware Infrastructure
4 67 (2.91%) vSphere
5 59 (2.56%) Hyper-V
6 33 (1.43%) Virtual Machines
7 31 (1.34%) VMware NSX
8 27 (1.17%) XenApp
9 22 (0.95%) vCloud
10 16 (0.69%) XenDesktop
11 14 (0.61%) Virtual Desktop
12 13 (0.56%) Postfix
13 10 (0.43%) VMware ESXi
14 9 (0.39%) Virtual Servers
14 9 (0.39%) Xen
15 8 (0.35%) Oracle RAC
16 7 (0.30%) BitLocker
16 7 (0.30%) Firmware
17 6 (0.26%) VirtualBox
18 5 (0.22%) Citrix Presentation Server
Systems Management
1 285 (12.36%) Terraform
2 270 (11.71%) Kubernetes
3 176 (7.63%) Opscode Chef
4 161 (6.98%) Puppet
5 91 (3.95%) Ansible
6 75 (3.25%) SCCM
7 51 (2.21%) Microsoft Intune
8 31 (1.34%) vRealize
9 27 (1.17%) Failover Clustering
10 22 (0.95%) vCenter Server
11 17 (0.74%) SCOM
12 13 (0.56%) Single Sign-On
13 12 (0.52%) Cisco CUCM
14 9 (0.39%) Microsoft Clustering
15 8 (0.35%) Consul
15 8 (0.35%) NetBackup
16 7 (0.30%) HAProxy
17 6 (0.26%) Cisco UCCX
17 6 (0.26%) Prometheus
18 5 (0.22%) PowerCLI
Vendors
1 754 (32.70%) Microsoft
2 280 (12.14%) Oracle
3 254 (11.01%) VMware
4 155 (6.72%) Google
5 106 (4.60%) Salesforce.com
6 93 (4.03%) SAP
7 84 (3.64%) Cisco
8 78 (3.38%) EnterpriseDB
9 57 (2.47%) Citrix
10 48 (2.08%) EMC
10 48 (2.08%) IBM
11 45 (1.95%) Databricks
12 40 (1.73%) Informatica
13 35 (1.52%) Dell
14 33 (1.43%) HP
15 32 (1.39%) NetApp
16 30 (1.30%) Sparx
17 29 (1.26%) ServiceNow
18 28 (1.21%) Nintex
19 25 (1.08%) Red Hat