Period
to 27 October 2021

The following table provides summary statistics for permanent job vacancies advertised in the East of England with a requirement for Data Migration skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Migration over the 6 months to 27 October 2021 with a comparison to the same period in the previous 2 years.

Data Migration
England > East of England
6 months to
27 Oct 2021
Same period 2020 Same period 2019
Rank 140 116 133
Rank change year-on-year -24 +17 +52
Permanent jobs citing Data Migration 93 16 152
As % of all permanent jobs advertised in the East of England 1.67% 0.88% 2.24%
As % of the Processes & Methodologies category 1.83% 0.98% 2.45%
Number of salaries quoted 45 15 139
10th Percentile £36,250 £31,823 £27,500
25th Percentile £37,500 £36,875 £32,500
Median annual salary (50th Percentile) £50,000 £45,000 £52,500
Median % change year-on-year +11.11% -14.29% -4.55%
75th Percentile £61,250 £63,750 £65,000
90th Percentile £66,500 £66,500 £92,500
England median annual salary £62,500 £52,500 £55,000
% change year-on-year +19.05% -4.55% +2.80%

Data 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 5,077 1,641 6,192
As % of all permanent IT jobs advertised in the East of England 91.25% 90.26% 91.10%
Number of salaries quoted 2,685 1,334 4,516
10th Percentile £27,500 £30,000 £27,250
25th Percentile £35,000 £38,750 £36,250
Median annual salary (50th Percentile) £50,000 £50,000 £50,000
75th Percentile £62,500 £65,000 £61,250
90th Percentile £75,000 £82,500 £74,250
England median annual salary £59,500 £55,000 £52,500
% change year-on-year +8.18% +4.76% -

Data Migration
Job Vacancy Trend in the East of England

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

Job vacancy trend for Data Migration in the East of England

Data Migration
Salary Trend in the East of England

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

Salary trend for Data Migration in the East of England

Data Migration
Salary Histogram in the East of England

Salary distribution for jobs citing Data Migration in the East of England over the 6 months to 27 October 2021.

Salary histogram for Data Migration in the East of England

Data 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 Data Migration within the East of England region over the 6 months to 27 October 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 -12 56 £57,500 - 1
Hertfordshire -63 18 £50,000 +17.65% 10
Essex -5 8 £48,350 +54.12%
Bedfordshire -18 8 £40,000 -11.11% 1
Suffolk -15 3 £50,000 -20.00%
Data Migration
England

For the 6 months to 27 October 2021, IT jobs citing Data 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 Data Migration.

1 93 (100.00%) Migration
2 41 (44.09%) Life Science
2 41 (44.09%) Tableau
3 38 (40.86%) Oracle
4 33 (35.48%) SQL
5 29 (31.18%) Law
5 29 (31.18%) Data Science
6 28 (30.11%) Analytics
7 25 (26.88%) Data Governance
7 25 (26.88%) Degree
7 25 (26.88%) ERP
7 25 (26.88%) Inclusion and Diversity
8 24 (25.81%) Social Skills
9 23 (24.73%) Python
9 23 (24.73%) Data Quality
10 22 (23.66%) Visualisation
10 22 (23.66%) Agile Software Development
11 21 (22.58%) Business Intelligence
11 21 (22.58%) Data Cleansing
11 21 (22.58%) Data Engineering
12 20 (21.51%) Data Warehouse
13 19 (20.43%) Data Management
14 18 (19.35%) ETL
14 18 (19.35%) Oracle ODI
14 18 (19.35%) Analytical Skills
14 18 (19.35%) Analytical Thinking
15 17 (18.28%) GDPR
15 17 (18.28%) Azure
15 17 (18.28%) Git (software)
16 16 (17.20%) SharePoint

Data 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 16 (17.20%) SharePoint
2 11 (11.83%) IIS
3 5 (5.38%) OpenStack
4 2 (2.15%) Apache Spark
4 2 (2.15%) Confluence
Applications
1 15 (16.13%) Microsoft Office
2 5 (5.38%) Microsoft Excel
3 3 (3.23%) Microsoft Project
Business Applications
1 5 (5.38%) Oracle ERP
2 4 (4.30%) Dynamics AX
3 3 (3.23%) NetSuite
4 2 (2.15%) Dynamics CRM
4 2 (2.15%) Shopify
5 1 (1.08%) JDE OneWorld
5 1 (1.08%) Unit4 Business World
Cloud Services
1 17 (18.28%) Azure
2 14 (15.05%) AWS
3 11 (11.83%) Microsoft 365
4 8 (8.60%) Power Platform
5 6 (6.45%) Dynamics 365
6 4 (4.30%) IaaS
6 4 (4.30%) Mimecast
6 4 (4.30%) OneDrive
7 2 (2.15%) GCP
8 1 (1.08%) Cloud Computing
8 1 (1.08%) Force.com
8 1 (1.08%) SaaS
Communications & Networking
1 15 (16.13%) DHCP
1 15 (16.13%) Firewall
1 15 (16.13%) VLAN
2 11 (11.83%) ADSL
2 11 (11.83%) DNS
2 11 (11.83%) Internet
2 11 (11.83%) LAN
2 11 (11.83%) MPLS
2 11 (11.83%) NAS
2 11 (11.83%) WAN
3 5 (5.38%) InfiniBand
4 4 (4.30%) Cisco ASA
4 4 (4.30%) Remote Desktop
4 4 (4.30%) SAN
4 4 (4.30%) VPN
5 1 (1.08%) IP Telephony
Database & Business Intelligence
1 41 (44.09%) Tableau
2 20 (21.51%) Data Warehouse
3 18 (19.35%) Oracle ODI
4 14 (15.05%) Data Lake
5 13 (13.98%) Oracle Reports
5 13 (13.98%) Spotfire
6 7 (7.53%) Power BI
7 2 (2.15%) Big Data
7 2 (2.15%) BusinessObjects
8 1 (1.08%) Oracle Database
8 1 (1.08%) SQL Server
Development Applications
1 17 (18.28%) Git (software)
2 14 (15.05%) Oracle APEX
3 11 (11.83%) VSS/SourceSafe
4 5 (5.38%) JIRA
5 1 (1.08%) Artifactory
5 1 (1.08%) Bitbucket
5 1 (1.08%) Bundler
5 1 (1.08%) ClearCase
5 1 (1.08%) ClearQuest
5 1 (1.08%) Jenkins
5 1 (1.08%) Redmine
5 1 (1.08%) SonarQube
5 1 (1.08%) Sonatype Nexus
5 1 (1.08%) Subversion
General
1 29 (31.18%) Law
2 25 (26.88%) Inclusion and Diversity
3 24 (25.81%) Social Skills
4 18 (19.35%) Analytical Skills
5 13 (13.98%) Humanities
6 9 (9.68%) Marketing
7 7 (7.53%) Pharmaceutical
8 6 (6.45%) Finance
8 6 (6.45%) Manufacturing
9 4 (4.30%) Documentation Skills
9 4 (4.30%) Retail
10 2 (2.15%) Public Sector
11 1 (1.08%) Aerospace
Job Titles
1 33 (35.48%) Analyst
2 18 (19.35%) Data Engineer
3 15 (16.13%) Data Analyst
4 13 (13.98%) Support Engineer
5 11 (11.83%) 3rd Line Engineer
5 11 (11.83%) 3rd Line Support
5 11 (11.83%) 3rd Line Support Engineer
6 9 (9.68%) Project Manager
7 7 (7.53%) Business Analyst
7 7 (7.53%) Consultant
8 6 (6.45%) IT Engineer
8 6 (6.45%) IT Support
8 6 (6.45%) IT Support Engineer
8 6 (6.45%) Senior Analyst
8 6 (6.45%) Senior Business Analyst
9 5 (5.38%) Data Coordinator
9 5 (5.38%) Data Manager
9 5 (5.38%) Functional Analyst
9 5 (5.38%) Procurement Coordinator
9 5 (5.38%) Project Coordinator
Libraries, Frameworks & Software Standards
1 4 (4.30%) XML
2 2 (2.15%) Apache Flex
2 2 (2.15%) HTML
2 2 (2.15%) Kafka
2 2 (2.15%) Oracle Fusion
3 1 (1.08%) CSS
3 1 (1.08%) J2EE
3 1 (1.08%) RESTful
3 1 (1.08%) Restlet
3 1 (1.08%) SOAP
3 1 (1.08%) Visualforce
3 1 (1.08%) Web Services
3 1 (1.08%) WSDL
Miscellaneous
1 41 (44.09%) Life Science
2 16 (17.20%) Management Information System
3 15 (16.13%) Reference Data
4 14 (15.05%) Legacy Systems
5 5 (5.38%) Cloud Native
5 5 (5.38%) Data Centre
5 5 (5.38%) Private Cloud
5 5 (5.38%) Public Cloud
5 5 (5.38%) Social Media
6 4 (4.30%) Hybrid Cloud
7 2 (2.15%) Biotechnology
7 2 (2.15%) Data Structures
7 2 (2.15%) iPad
7 2 (2.15%) User Experience
Operating Systems
1 15 (16.13%) Windows
1 15 (16.13%) Windows Server 2016
1 15 (16.13%) Windows Server 2019
2 11 (11.83%) Windows 10
2 11 (11.83%) Windows Server
2 11 (11.83%) Windows Server 2012
3 1 (1.08%) Linux
Processes & Methodologies
1 93 (100.00%) Migration
2 29 (31.18%) Data Science
3 28 (30.11%) Analytics
4 25 (26.88%) Data Governance
4 25 (26.88%) ERP
5 22 (23.66%) Agile Software Development
5 22 (23.66%) Visualisation
6 21 (22.58%) Business Intelligence
6 21 (22.58%) Data Cleansing
6 21 (22.58%) Data Engineering
7 19 (20.43%) Data Management
8 18 (19.35%) Analytical Thinking
8 18 (19.35%) ETL
9 16 (17.20%) Infrastructure Engineering
10 15 (16.13%) Mathematics
11 14 (15.05%) Data Architecture
11 14 (15.05%) Presales
12 13 (13.98%) Master Data Management
13 12 (12.90%) Change Management
14 11 (11.83%) Mentoring
Programming Languages
1 33 (35.48%) SQL
2 23 (24.73%) Python
3 15 (16.13%) PowerShell
4 7 (7.53%) R
5 5 (5.38%) JavaScript
6 2 (2.15%) C#
7 1 (1.08%) Apex Code
7 1 (1.08%) Java
7 1 (1.08%) PHP
7 1 (1.08%) PL/SQL
7 1 (1.08%) VB
Qualifications
1 25 (26.88%) Degree
2 15 (16.13%) Microsoft Certification
3 13 (13.98%) Numerate Degree
4 11 (11.83%) MCSA
4 11 (11.83%) MCSE
5 4 (4.30%) CCNA
5 4 (4.30%) Cisco Certification
5 4 (4.30%) VCP6
5 4 (4.30%) VMware Certified Professional (VCP)
6 3 (3.23%) SC Cleared
6 3 (3.23%) Security Cleared
7 1 (1.08%) Computer Science Degree
Quality Assurance & Compliance
1 23 (24.73%) Data Quality
2 17 (18.28%) GDPR
3 5 (5.38%) GxP
4 3 (3.23%) PMO
5 1 (1.08%) Actionable Recommendations
System Software
1 15 (16.13%) Active Directory
1 15 (16.13%) Hyper-V
2 11 (11.83%) VMware Infrastructure
3 5 (5.38%) Slurm Workload Manager
Systems Management
1 13 (13.98%) Oracle EDQ
2 4 (4.30%) Active Directory Federation Services
Vendors
1 38 (40.86%) Oracle
2 16 (17.20%) Microsoft
3 15 (16.13%) Veeam
3 15 (16.13%) VMware
4 14 (15.05%) SAP
5 13 (13.98%) Saba
6 5 (5.38%) Facebook
7 4 (4.30%) Aruba
7 4 (4.30%) Cisco
7 4 (4.30%) HP
7 4 (4.30%) NetApp
7 4 (4.30%) Nimble Storage
7 4 (4.30%) Sophos
8 2 (2.15%) Informatica
8 2 (2.15%) JD Edwards
8 2 (2.15%) MuleSoft
8 2 (2.15%) Splunk
9 1 (1.08%) Computacenter
9 1 (1.08%) CyberArk
9 1 (1.08%) IFS