Period
to 31 July 2021

The following table provides summary statistics for permanent job vacancies advertised in the East of 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 31 July 2021 with a comparison to the same period in the previous 2 years.

Migration
England > East of England
6 months to
31 Jul 2021
Same period 2020 Same period 2019
Rank 64 54 97
Rank change year-on-year -10 +43 +27
Permanent jobs citing Migration 183 142 227
As % of all permanent jobs advertised in the East of England 3.85% 4.64% 3.09%
As % of the Processes & Methodologies category 4.23% 5.13% 3.45%
Number of salaries quoted 97 124 195
10th Percentile £36,250 £32,500 £32,500
25th Percentile £38,750 £41,250 £41,250
Median annual salary (50th Percentile) £52,500 £65,000 £50,000
Median % change year-on-year -19.23% +30.00% -
75th Percentile £62,500 £82,500 £65,000
90th Percentile £72,500 £97,500 £92,500
England median annual salary £60,000 £65,000 £57,500
% change year-on-year -7.69% +13.04% +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 the East of England with a requirement for process or methodology skills.

All Process and Methodology Skills
East of England
Permanent vacancies with a requirement for process or methodology skills 4,329 2,767 6,579
As % of all permanent IT jobs advertised in the East of England 91.08% 90.37% 89.57%
Number of salaries quoted 2,515 2,128 5,055
10th Percentile £29,000 £29,000 £27,500
25th Percentile £36,750 £36,250 £36,250
Median annual salary (50th Percentile) £50,000 £47,500 £50,000
Median % change year-on-year +5.26% -5.00% +5.26%
75th Percentile £63,750 £62,500 £61,250
90th Percentile £77,500 £79,300 £73,000
England median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +5.00%

Migration
Job Vacancy Trend in the East of England

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

Job vacancy trend for Migration in the East of England

Migration
Salary Trend in the East of England

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

Salary trend for Migration in the East of England

Migration
Salary Histogram in the East of England

Salary distribution for jobs citing Migration in the East of England over the 6 months to 31 July 2021.

Salary histogram for Migration in the East of England

Migration
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Migration within the East of England region over the 6 months to 31 July 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
Cambridgeshire +17 88 £58,750 -21.67% 10
Hertfordshire -42 38 £50,000 -6.98% 29
Essex +3 31 £47,500 -44.12% 9
Bedfordshire -10 18 £51,250 -6.82% 5
Suffolk +2 8 £50,000 -16.67% 2
Norfolk -5 3 £65,000 +18.18% 4
Migration
England

For the 6 months to 31 July 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 East of England region with a requirement for Migration.

1 78 (42.62%) Data Migration
2 57 (31.15%) SQL
3 56 (30.60%) Microsoft
4 46 (25.14%) Social Skills
5 45 (24.59%) Agile Software Development
6 42 (22.95%) Life Science
7 40 (21.86%) Finance
8 39 (21.31%) Windows
9 37 (20.22%) Firewall
10 36 (19.67%) Azure
11 35 (19.13%) Oracle
12 34 (18.58%) Project Management
12 34 (18.58%) Tableau
13 33 (18.03%) Business Intelligence
14 30 (16.39%) Data Management
15 29 (15.85%) Management Information System
16 28 (15.30%) ERP
16 28 (15.30%) Python
16 28 (15.30%) SDLC
17 26 (14.21%) Data Science
17 26 (14.21%) Infrastructure Engineering
17 26 (14.21%) VMware
17 26 (14.21%) Degree
18 25 (13.66%) VPN
18 25 (13.66%) AWS
19 24 (13.11%) Linux
19 24 (13.11%) Legacy Systems
20 23 (12.57%) Active Directory
20 23 (12.57%) Git (software)
20 23 (12.57%) Data Quality

Migration
Co-occurring IT Skills in the East of 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 15 (8.20%) SharePoint
2 8 (4.37%) IIS
3 2 (1.09%) Apache
3 2 (1.09%) Confluence
4 1 (0.55%) Apache Spark
4 1 (0.55%) Apache Synapse
4 1 (0.55%) nginx
4 1 (0.55%) OpenStack
Applications
1 19 (10.38%) Microsoft Excel
2 14 (7.65%) Microsoft Office
3 8 (4.37%) Microsoft PowerPoint
4 3 (1.64%) Microsoft Project
5 1 (0.55%) AutoCAD
Business Applications
1 3 (1.64%) Dynamics CRM
2 2 (1.09%) Dynamics NAV
2 2 (1.09%) NetSuite
2 2 (1.09%) Oracle ERP
2 2 (1.09%) Orchard Housing
2 2 (1.09%) Salesforce.com CRM
3 1 (0.55%) JDE OneWorld
3 1 (0.55%) Magento
3 1 (0.55%) Unit4 Business World
Cloud Services
1 36 (19.67%) Azure
2 25 (13.66%) AWS
3 20 (10.93%) Microsoft 365
4 10 (5.46%) Power Platform
5 9 (4.92%) IaaS
6 7 (3.83%) Mimecast
7 6 (3.28%) OneDrive
8 5 (2.73%) SaaS
9 4 (2.19%) PaaS
10 3 (1.64%) Dynamics 365
11 2 (1.09%) Azure Functions
11 2 (1.09%) Azure Service Bus
11 2 (1.09%) Force.com
11 2 (1.09%) Serverless
12 1 (0.55%) Azure Active Directory
12 1 (0.55%) Azure Synapse Analytics
12 1 (0.55%) Cloud Computing
12 1 (0.55%) GCP
Communications & Networking
1 37 (20.22%) Firewall
2 25 (13.66%) VPN
3 16 (8.74%) VLAN
4 15 (8.20%) DHCP
4 15 (8.20%) IPsec
5 14 (7.65%) LAN
6 11 (6.01%) DNS
7 10 (5.46%) Cisco ASA
8 9 (4.92%) MPLS
9 8 (4.37%) ADSL
9 8 (4.37%) Internet
9 8 (4.37%) NAS
9 8 (4.37%) WAN
10 7 (3.83%) Remote Desktop
11 6 (3.28%) Network Security
11 6 (3.28%) SAN
11 6 (3.28%) Wireless
12 5 (2.73%) TCP/IP
13 4 (2.19%) SSL
13 4 (2.19%) TACACS
Database & Business Intelligence
1 34 (18.58%) Tableau
2 20 (10.93%) Data Warehouse
3 17 (9.29%) Oracle ODI
4 15 (8.20%) Data Lake
5 13 (7.10%) SQL Server
6 10 (5.46%) Power BI
7 9 (4.92%) SQL Server 2012
8 8 (4.37%) Big Data
8 8 (4.37%) BusinessObjects
8 8 (4.37%) SQL Server Integration Services
8 8 (4.37%) SQL Server Reporting Services
9 7 (3.83%) Data Mining
9 7 (3.83%) SQL Server Analysis Services
10 4 (2.19%) Oracle Reports
10 4 (2.19%) Spotfire
11 3 (1.64%) Relational Database
12 2 (1.09%) Oracle Database
12 2 (1.09%) SQL Server 2014
12 2 (1.09%) SQL Server 2016
13 1 (0.55%) Qlik Sense
Development Applications
1 23 (12.57%) Git (software)
2 15 (8.20%) Oracle APEX
3 9 (4.92%) JIRA
4 8 (4.37%) SQL Server Management Studio (SSMS)
4 8 (4.37%) Subversion
4 8 (4.37%) VSS/SourceSafe
5 7 (3.83%) Team Foundation Server
6 1 (0.55%) Artifactory
6 1 (0.55%) Bitbucket
6 1 (0.55%) Bundler
6 1 (0.55%) ClearCase
6 1 (0.55%) ClearQuest
6 1 (0.55%) Cucumber
6 1 (0.55%) Jenkins
6 1 (0.55%) Redmine
6 1 (0.55%) RStudio
6 1 (0.55%) Selenium
6 1 (0.55%) SonarQube
6 1 (0.55%) Sonatype Nexus
6 1 (0.55%) SpecFlow
General
1 46 (25.14%) Social Skills
2 40 (21.86%) Finance
3 20 (10.93%) Analytical Skills
4 15 (8.20%) Marketing
4 15 (8.20%) Pharmaceutical
5 13 (7.10%) Manufacturing
6 10 (5.46%) Games
6 10 (5.46%) Legal
7 7 (3.83%) Inclusion and Diversity
7 7 (3.83%) Law
8 6 (3.28%) Documentation Skills
9 4 (2.19%) Humanities
10 3 (1.64%) Banking
10 3 (1.64%) Electronics
11 2 (1.09%) Billing
11 2 (1.09%) French Language
11 2 (1.09%) General Ledger
11 2 (1.09%) Italian Language
11 2 (1.09%) Spanish Language
11 2 (1.09%) Telecoms
Job Titles
1 26 (14.21%) Analyst
2 20 (10.93%) IT Engineer
3 18 (9.84%) Developer
4 17 (9.29%) Data Engineer
5 13 (7.10%) Project Manager
6 12 (6.56%) Architect
7 11 (6.01%) IT Security Engineer
7 11 (6.01%) Security Engineer
7 11 (6.01%) Support Engineer
8 10 (5.46%) Consultant
8 10 (5.46%) Implementation Manager
8 10 (5.46%) Infrastructure Engineer
9 8 (4.37%) 3rd Line Engineer
9 8 (4.37%) 3rd Line Support
9 8 (4.37%) 3rd Line Support Engineer
9 8 (4.37%) Business Intelligence Developer
9 8 (4.37%) Functional Analyst
9 8 (4.37%) SQL BI Developer
9 8 (4.37%) SQL Developer
10 7 (3.83%) Enterprise Data Architect
Libraries, Frameworks & Software Standards
1 6 (3.28%) .NET
1 6 (3.28%) REST
2 5 (2.73%) 802.1X
2 5 (2.73%) ASP.NET
2 5 (2.73%) XML
3 4 (2.19%) AngularJS
3 4 (2.19%) LDAP
3 4 (2.19%) Node.js
3 4 (2.19%) Web Services
4 3 (1.64%) RESTful
5 2 (1.09%) Apache Flex
5 2 (1.09%) CSS
5 2 (1.09%) HTML
5 2 (1.09%) J2EE
5 2 (1.09%) Oracle Fusion
5 2 (1.09%) Visualforce
6 1 (0.55%) ASP.NET MVC
6 1 (0.55%) LAMP
6 1 (0.55%) SOAP
6 1 (0.55%) WSDL
Miscellaneous
1 42 (22.95%) Life Science
2 29 (15.85%) Management Information System
3 24 (13.11%) Legacy Systems
4 12 (6.56%) Public Cloud
5 11 (6.01%) Distributed Denial-of-Service
5 11 (6.01%) Reference Data
6 10 (5.46%) Data Centre
7 8 (4.37%) Social Media
8 7 (3.83%) Biotechnology
8 7 (3.83%) Hybrid Cloud
8 7 (3.83%) User Experience
9 4 (2.19%) Clustering
9 4 (2.19%) FMCG
9 4 (2.19%) PKI
10 3 (1.64%) CMDB
10 3 (1.64%) Tandem
11 2 (1.09%) Data Structures
11 2 (1.09%) Private Cloud
12 1 (0.55%) Driving Licence
12 1 (0.55%) Self-Motivation
Operating Systems
1 39 (21.31%) Windows
2 24 (13.11%) Linux
3 19 (10.38%) Windows Server
4 18 (9.84%) Windows Server 2016
4 18 (9.84%) Windows Server 2019
5 14 (7.65%) Windows 10
6 12 (6.56%) Windows Server 2012
7 5 (2.73%) CentOS
7 5 (2.73%) Embedded Linux
8 2 (1.09%) Windows Server 2008
9 1 (0.55%) Unix
9 1 (0.55%) Windows 7
Processes & Methodologies
1 78 (42.62%) Data Migration
2 45 (24.59%) Agile Software Development
3 34 (18.58%) Project Management
4 33 (18.03%) Business Intelligence
5 30 (16.39%) Data Management
6 28 (15.30%) ERP
6 28 (15.30%) SDLC
7 26 (14.21%) Data Science
7 26 (14.21%) Infrastructure Engineering
8 23 (12.57%) Data Engineering
8 23 (12.57%) Problem-Solving
9 21 (11.48%) Analytics
10 20 (10.93%) DevOps
10 20 (10.93%) Visualisation
11 19 (10.38%) Data Modelling
12 18 (9.84%) Validation
13 17 (9.29%) Data Architecture
13 17 (9.29%) ETL
13 17 (9.29%) Mentoring
13 17 (9.29%) Scrum
Programming Languages
1 57 (31.15%) SQL
2 28 (15.30%) Python
3 20 (10.93%) PowerShell
4 8 (4.37%) JavaScript
4 8 (4.37%) T-SQL
5 7 (3.83%) C#
5 7 (3.83%) R
6 6 (3.28%) C
6 6 (3.28%) C++
7 5 (2.73%) TypeScript
8 3 (1.64%) Java
9 2 (1.09%) Apex Code
9 2 (1.09%) Bash Shell
9 2 (1.09%) PHP
9 2 (1.09%) PL/SQL
10 1 (0.55%) Ruby
Qualifications
1 26 (14.21%) Degree
2 19 (10.38%) Microsoft Certification
3 9 (4.92%) MCSA
4 8 (4.37%) CCNA
4 8 (4.37%) Cisco Certification
4 8 (4.37%) MCSE
5 6 (3.28%) SC Cleared
5 6 (3.28%) Security Cleared
5 6 (3.28%) VCP6
5 6 (3.28%) VMware Certified Professional (VCP)
6 4 (2.19%) Numerate Degree
7 2 (1.09%) ACCA
7 2 (1.09%) CIMA
7 2 (1.09%) Computer Science Degree
7 2 (1.09%) DV Cleared
8 1 (0.55%) AWS Certification
8 1 (0.55%) JNCIA
8 1 (0.55%) JNCIP
Quality Assurance & Compliance
1 23 (12.57%) Data Quality
2 7 (3.83%) Good Clinical Practice
2 7 (3.83%) ISO/IEC 27001
3 5 (2.73%) Cyber Essentials
3 5 (2.73%) Cyber Essentials PLUS
4 4 (2.19%) GDPR
5 3 (1.64%) PMO
5 3 (1.64%) QA
5 3 (1.64%) SLA
6 2 (1.09%) Sarbanes-Oxley
7 1 (0.55%) GxP
7 1 (0.55%) NIST
7 1 (0.55%) PCI DSS
System Software
1 23 (12.57%) Active Directory
2 18 (9.84%) VMware Infrastructure
3 16 (8.74%) Hyper-V
4 5 (2.73%) Virtual Servers
5 4 (2.19%) ProxySG
6 2 (1.09%) vSphere
6 2 (1.09%) Xen
7 1 (0.55%) BitLocker
7 1 (0.55%) Slurm Workload Manager
7 1 (0.55%) XenApp
Systems Management
1 11 (6.01%) CASB
2 7 (3.83%) Active Directory Federation Services
3 4 (2.19%) Oracle EDQ
4 3 (1.64%) Ansible
5 2 (1.09%) SCVMM
5 2 (1.09%) Terraform
6 1 (0.55%) Kubernetes
6 1 (0.55%) Microsoft Intune
6 1 (0.55%) Packer
6 1 (0.55%) Puppet
6 1 (0.55%) SCCM
6 1 (0.55%) WSUS
Vendors
1 56 (30.60%) Microsoft
2 35 (19.13%) Oracle
3 26 (14.21%) VMware
4 14 (7.65%) SAP
4 14 (7.65%) Veeam
5 10 (5.46%) Cisco
6 8 (4.37%) Facebook
6 8 (4.37%) Google
6 8 (4.37%) Instagram
7 7 (3.83%) Informatica
8 6 (3.28%) Aruba
8 6 (3.28%) HP
8 6 (3.28%) NetApp
8 6 (3.28%) Nimble Storage
8 6 (3.28%) Sophos
9 5 (2.73%) Citrix
9 5 (2.73%) Red Hat
10 4 (2.19%) Saba
10 4 (2.19%) Salesforce.com
10 4 (2.19%) TOWER Software