Period
to 22 January 2019

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 22 January 2019 with a comparison to the same period in the previous 2 years.

Migration
England > East of England
6 months to
22 Jan 2019
Same period 2018 Same period 2017
Rank 79 156 145
Rank change year-on-year +77 -11 +24
Permanent jobs citing Migration 344 223 250
As % of all permanent IT jobs advertised in the East of England 3.63% 1.87% 2.03%
As % of the Processes & Methodologies category 4.04% 2.05% 2.23%
Number of salaries quoted 269 200 210
East of England median annual salary £60,000 £50,000 £52,500
Median salary % change year-on-year +20.00% -4.76% +16.67%
10th Percentile £26,250 £31,250 £36,250
90th Percentile £85,750 £78,750 £72,500
England median annual salary £60,000 £57,500 £52,500
% change year-on-year +4.35% +9.52% +5.00%

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 8,513 10,860 11,203
As % of all permanent IT jobs advertised in the East of England 89.90% 90.90% 90.99%
Number of salaries quoted 6,336 8,835 9,190
East of England median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% -
10th Percentile £26,250 £27,500 £27,000
90th Percentile £72,500 £70,000 £70,000
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

Migration
Job Vacancy Trend in the East of England

Job postings citing Migration as a percentage 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

This chart provides the 3-month moving average for salaries quoted in permanent IT 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

The salary distribution of IT jobs citing Migration in the East of England over the 6 months to 22 January 2019.

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 22 January 2019. 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
Hertfordshire +62 216 £60,000 +26.32% 27
Bedfordshire +32 60 £60,000 -14.29% 5
Cambridgeshire +44 47 £50,000 +11.11% 15
Suffolk +2 10 £53,750 +30.30%
Essex +10 8 £37,000 -26.00% 7
Norfolk +11 3 £35,000 -57.32% 1
Migration
England

For the 6 months to 22 January 2019, 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.

1 145 (42.15%) Data Migration
2 113 (32.85%) SQL
3 102 (29.65%) Microsoft Azure
4 99 (28.78%) Agile Software Development
5 93 (27.03%) Microsoft
6 85 (24.71%) SQL Server
7 84 (24.42%) Analytical Skills
8 82 (23.84%) Windows
9 75 (21.80%) Problem-Solving
10 73 (21.22%) ETL
11 72 (20.93%) Security Cleared
12 70 (20.35%) Office 365
13 69 (20.06%) Amazon AWS
14 67 (19.48%) SC Cleared
14 67 (19.48%) C#
15 65 (18.90%) Active Directory
16 62 (18.02%) Data Analysis
17 61 (17.73%) Oracle
18 59 (17.15%) Scaled Agile Framework
19 58 (16.86%) Data Quality
20 55 (15.99%) Test Automation
20 55 (15.99%) Finance
21 54 (15.70%) VMware
22 53 (15.41%) Web Services
23 52 (15.12%) T-SQL
24 50 (14.53%) XML
25 45 (13.08%) PL/SQL
26 44 (12.79%) JIRA
27 43 (12.50%) PostgreSQL
28 41 (11.92%) PRINCE2

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 25 (7.27%) MS Exchange
1 25 (7.27%) OpenStack
2 13 (3.78%) GlassFish
2 13 (3.78%) JBoss
2 13 (3.78%) MQSeries
2 13 (3.78%) WebLogic
2 13 (3.78%) WebSphere
3 12 (3.49%) Exchange Server 2003
3 12 (3.49%) Oracle SOA Suite
4 11 (3.20%) Skype for Business
5 10 (2.91%) Exchange Server 2013
6 5 (1.45%) Exchange Server 2007
6 5 (1.45%) Exchange Server 2010
6 5 (1.45%) IIS
7 4 (1.16%) Apache
7 4 (1.16%) CMS
7 4 (1.16%) SharePoint
7 4 (1.16%) Tomcat
8 2 (0.58%) Drupal
8 2 (0.58%) SharePoint 2013
Applications
1 29 (8.43%) Microsoft Office
2 27 (7.85%) Microsoft Excel
3 20 (5.81%) Microsoft Project
4 17 (4.94%) Microsoft PowerPoint
Business Applications
1 11 (3.20%) Odoo
2 5 (1.45%) Dynamics CRM
3 4 (1.16%) HFM
3 4 (1.16%) StreamServe
3 4 (1.16%) Workday HCM
4 2 (0.58%) CiviCRM
4 2 (0.58%) SAP GRC
4 2 (0.58%) SAP S/4HANA
4 2 (0.58%) Unit4 Business World
5 1 (0.29%) Dynamics AX
5 1 (0.29%) Dynamics NAV
5 1 (0.29%) Infor M3
5 1 (0.29%) NetSuite
5 1 (0.29%) Oracle Assets
5 1 (0.29%) Oracle Cash Management
5 1 (0.29%) Oracle Payables
5 1 (0.29%) Oracle Receivables
5 1 (0.29%) SAP ERP
Cloud Services
1 102 (29.65%) Microsoft Azure
2 70 (20.35%) Office 365
3 69 (20.06%) Amazon AWS
4 37 (10.76%) SaaS
5 33 (9.59%) IaaS
6 30 (8.72%) PaaS
7 13 (3.78%) AWS CloudFormation
8 8 (2.33%) Azure Active Directory
9 4 (1.16%) AWS Lambda
9 4 (1.16%) Dynamics 365
9 4 (1.16%) Serverless
10 2 (0.58%) Amazon S3
10 2 (0.58%) OneDrive
11 1 (0.29%) Yammer
Communications & Networking
1 39 (11.34%) DNS
2 28 (8.14%) Firewall
3 27 (7.85%) IP Telephony
3 27 (7.85%) MPLS
4 25 (7.27%) TCP/IP
5 24 (6.98%) Internet
6 22 (6.40%) VPN
7 17 (4.94%) Reverse Proxy
8 16 (4.65%) SAN
9 14 (4.07%) DHCP
10 13 (3.78%) VLAN
11 11 (3.20%) Skype
12 8 (2.33%) LAN
13 4 (1.16%) SSL
13 4 (1.16%) VoIP
14 3 (0.87%) Cisco ASA
14 3 (0.87%) Intranet
14 3 (0.87%) Network Security
14 3 (0.87%) Wi-Fi
15 1 (0.29%) Extranet
Database & Business Intelligence
1 85 (24.71%) SQL Server
2 43 (12.50%) PostgreSQL
3 34 (9.88%) SQL Server Reporting Services
4 30 (8.72%) SQL Server 2016
4 30 (8.72%) SQL Server Integration Services
5 15 (4.36%) Data Warehouse
6 11 (3.20%) SQL Server 2012
7 9 (2.62%) Data Lake
7 9 (2.62%) SQL Server 2008
7 9 (2.62%) SQL Server 2014
8 8 (2.33%) MySQL
9 7 (2.03%) Oracle Database
10 6 (1.74%) Oracle Reports
10 6 (1.74%) Relational Database
11 5 (1.45%) SAP HANA
12 4 (1.16%) Crystal Reports
12 4 (1.16%) Power BI
12 4 (1.16%) QlikView
12 4 (1.16%) RDBMS
13 2 (0.58%) Azure SQL Data Warehouse
Development Applications
1 44 (12.79%) JIRA
2 19 (5.52%) Subversion
3 13 (3.78%) Git (software)
4 8 (2.33%) Vagrant
4 8 (2.33%) Zephyr
5 5 (1.45%) SoapUI
6 4 (1.16%) gulp
6 4 (1.16%) Visual Studio
7 2 (0.58%) Octopus Deploy
7 2 (0.58%) TeamCity
8 1 (0.29%) Jenkins
8 1 (0.29%) SQL Server Management Studio (SSMS)
8 1 (0.29%) Visual Studio Team System
General
1 55 (15.99%) Finance
2 20 (5.81%) Retail
3 10 (2.91%) French Language
3 10 (2.91%) German Language
3 10 (2.91%) Swedish Language
4 9 (2.62%) Marketing
5 8 (2.33%) Manufacturing
6 3 (0.87%) Pharmaceutical
7 2 (0.58%) Law
7 2 (0.58%) Legal
7 2 (0.58%) Local Government
8 1 (0.29%) Billing
8 1 (0.29%) General Ledger
8 1 (0.29%) Publishing
Job Titles
1 100 (29.07%) Developer
2 47 (13.66%) Architect
3 46 (13.37%) Project Manager
4 38 (11.05%) Analyst
5 37 (10.76%) Consultant
6 30 (8.72%) Infrastructure Manager
7 28 (8.14%) Infrastructure Project Manager
8 25 (7.27%) SQL Developer
9 24 (6.98%) Data Migration Developer
10 23 (6.69%) PostgreSQL Developer
11 22 (6.40%) ETL Developer
11 22 (6.40%) Oracle Developer
11 22 (6.40%) Oracle ETL Developer
11 22 (6.40%) SQL Server Developer
12 20 (5.81%) Data Analyst
12 20 (5.81%) Data Architect
12 20 (5.81%) Data Consultant
12 20 (5.81%) Data Migration Consultant
12 20 (5.81%) Data Migration Lead
12 20 (5.81%) Migration Consultant
Libraries, Frameworks & Software Standards
1 53 (15.41%) Web Services
2 50 (14.53%) XML
3 35 (10.17%) JSON
4 28 (8.14%) .NET
5 18 (5.23%) HTML
5 18 (5.23%) SOAP
6 13 (3.78%) ActiveMQ
6 13 (3.78%) EJB
6 13 (3.78%) EJB 3.0
6 13 (3.78%) HornetQ
6 13 (3.78%) Java EE
6 13 (3.78%) Java SE
6 13 (3.78%) JMS
6 13 (3.78%) WebSphere MQ
7 12 (3.49%) HTML5
7 12 (3.49%) RESTful
8 11 (3.20%) ASP.NET
8 11 (3.20%) Django
8 11 (3.20%) Flask
8 11 (3.20%) Twisted
Miscellaneous
1 84 (24.42%) Analytical Skills
2 34 (9.88%) Reference Data
3 29 (8.43%) Replication
4 27 (7.85%) Fat Client
4 27 (7.85%) Thin Client
5 21 (6.10%) Hybrid Cloud
6 20 (5.81%) Self-Motivation
7 18 (5.23%) Data Centre
8 12 (3.49%) Linux Command Line
8 12 (3.49%) User Experience
9 11 (3.20%) Greenfield Project
10 10 (2.91%) Private Cloud
11 9 (2.62%) Client/Server
11 9 (2.62%) Clustering
12 8 (2.33%) Cloud Native
12 8 (2.33%) Driving Licence
12 8 (2.33%) Virtual Team
13 6 (1.74%) Public Cloud
14 5 (1.45%) Enterprise Software
15 4 (1.16%) iPhone
Operating Systems
1 82 (23.84%) Windows
2 39 (11.34%) Windows 7
3 38 (11.05%) Linux
4 34 (9.88%) Windows 10
5 21 (6.10%) Windows Server
6 15 (4.36%) Android
7 14 (4.07%) Unix
8 11 (3.20%) Ubuntu
9 10 (2.91%) Windows Server 2003
10 9 (2.62%) Windows Server 2008
11 7 (2.03%) Windows Server 2012
12 5 (1.45%) Windows 8
13 4 (1.16%) Debian
13 4 (1.16%) Windows Phone
13 4 (1.16%) Windows Vista
13 4 (1.16%) Windows XP
Processes & Methodologies
1 145 (42.15%) Data Migration
2 99 (28.78%) Agile Software Development
3 75 (21.80%) Problem-Solving
4 73 (21.22%) ETL
5 62 (18.02%) Data Analysis
6 59 (17.15%) Scaled Agile Framework
7 55 (15.99%) Test Automation
8 41 (11.92%) PRINCE2
8 41 (11.92%) Project Management
9 38 (11.05%) Stakeholder Management
10 34 (9.88%) BDD
10 34 (9.88%) TDD
11 32 (9.30%) Presales
11 32 (9.30%) Software Engineering
12 31 (9.01%) CRM
13 30 (8.72%) Master Data Management
14 29 (8.43%) ERP
15 28 (8.14%) Disaster Recovery
16 27 (7.85%) Email Migration
17 26 (7.56%) Data Mapping
Programming Languages
1 113 (32.85%) SQL
2 67 (19.48%) C#
3 52 (15.12%) T-SQL
4 45 (13.08%) PL/SQL
5 30 (8.72%) Java
6 25 (7.27%) Python
7 22 (6.40%) PowerShell
8 18 (5.23%) JavaScript
8 18 (5.23%) Shell Script
9 15 (4.36%) Bash Shell
10 12 (3.49%) C++
11 11 (3.20%) AWK
12 10 (2.91%) VBA
13 9 (2.62%) PHP
13 9 (2.62%) VB.NET
14 8 (2.33%) Go
14 8 (2.33%) VBScript
15 4 (1.16%) ABAP
15 4 (1.16%) C
16 1 (0.29%) Perl
Qualifications
1 72 (20.93%) Security Cleared
2 67 (19.48%) SC Cleared
3 41 (11.92%) Degree
4 18 (5.23%) Microsoft Certification
5 15 (4.36%) Cisco Certification
5 15 (4.36%) PhD
6 14 (4.07%) CCNA
7 13 (3.78%) AWS Certification
8 10 (2.91%) MCSA
9 9 (2.62%) Master's Degree
9 9 (2.62%) MCSE
9 9 (2.62%) PRINCE2 Practitioner
10 8 (2.33%) ISTQB
10 8 (2.33%) ISTQB Foundation Certification
11 7 (2.03%) MBA
11 7 (2.03%) PMI Certification
11 7 (2.03%) PMP
12 4 (1.16%) DV Cleared
12 4 (1.16%) LPIC
12 4 (1.16%) MCP
Quality Assurance & Compliance
1 58 (16.86%) Data Quality
2 16 (4.65%) QA
3 6 (1.74%) PMO
4 1 (0.29%) GDPR
4 1 (0.29%) HL7
4 1 (0.29%) ISO/IEC 27001
System Software
1 65 (18.90%) Active Directory
2 39 (11.34%) Hyper-V
3 31 (9.01%) VMware Infrastructure
4 15 (4.36%) VMware ESXi
5 8 (2.33%) Docker
6 1 (0.29%) Virtual Desktop
6 1 (0.29%) vSphere
6 1 (0.29%) XenApp
Systems Management
1 18 (5.23%) Puppet
2 14 (4.07%) Opscode Chef
3 9 (2.62%) Ansible
3 9 (2.62%) Kubernetes
3 9 (2.62%) Terraform
4 8 (2.33%) Consul
4 8 (2.33%) Packer
4 8 (2.33%) SCCM
4 8 (2.33%) SCVMM
4 8 (2.33%) Single Sign-On
5 5 (1.45%) Microsoft Intune
6 4 (1.16%) vCenter Server
7 3 (0.87%) Cisco CUCM
8 1 (0.29%) vRealize
Vendors
1 93 (27.03%) Microsoft
2 61 (17.73%) Oracle
3 54 (15.70%) VMware
4 34 (9.88%) Talend
5 28 (8.14%) Citrix
6 16 (4.65%) IBM
7 12 (3.49%) SAP
8 10 (2.91%) Cisco
9 8 (2.33%) Symantec
9 8 (2.33%) Veeam
10 7 (2.03%) EMC
10 7 (2.03%) Xamarin
11 4 (1.16%) Alteryx
11 4 (1.16%) F5
11 4 (1.16%) Hyperion
11 4 (1.16%) IFS
11 4 (1.16%) Juniper
11 4 (1.16%) NetApp
11 4 (1.16%) Red Hat
11 4 (1.16%) Zend