Period
to 19 August 2018

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 19 August 2018 with a comparison to the same period in the previous 2 years.

Migration
England > East of England
6 months to
19 Aug 2018
Same period 2017 Same period 2016
Rank 108 168 139
Rank change year-on-year +60 -29 +5
Permanent jobs citing Migration 319 218 261
As % of all permanent IT jobs advertised in the East of England 2.79% 1.81% 1.94%
As % of the Processes & Methodologies category 3.10% 2.00% 2.16%
Number of salaries quoted 271 162 230
East of England median annual salary £52,500 £47,500 £52,500
Median salary % change year-on-year +10.53% -9.52% +16.67%
10th Percentile £33,250 £31,750 £33,000
90th Percentile £75,000 £66,125 £77,500
England median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -

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 10,305 10,889 12,094
As % of all permanent IT jobs advertised in the East of England 90.23% 90.19% 89.78%
Number of salaries quoted 7,529 8,733 10,064
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +2.27%
10th Percentile £27,000 £26,750 £26,250
90th Percentile £72,500 £67,500 £67,500
England median annual salary £50,000 £50,000 £50,000

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 19 August 2018.

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 19 August 2018. 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 +35 157 £57,500 +27.78% 16
Essex +74 71 £50,000 -13.04% 4
Cambridgeshire -10 35 £43,870 -7.64% 11
Bedfordshire +24 32 £60,000 +9.09% 8
Suffolk +3 15 £52,500 -
Norfolk +19 9 £50,000 +56.25% 3
Migration
England

For the 6 months to 19 August 2018, 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.

1 121 (37.93%) SQL
2 120 (37.62%) Data Migration
3 96 (30.09%) Problem-Solving
4 89 (27.90%) SQL Server
5 80 (25.08%) Analytical Skills
6 78 (24.45%) Microsoft
7 75 (23.51%) Microsoft Azure
8 74 (23.20%) Agile Software Development
9 71 (22.26%) C#
10 66 (20.69%) Amazon AWS
11 55 (17.24%) PowerShell
11 55 (17.24%) Windows
12 52 (16.30%) Project Management
13 50 (15.67%) T-SQL
14 49 (15.36%) .NET
14 49 (15.36%) Web Services
14 49 (15.36%) Active Directory
15 46 (14.42%) VMware
16 42 (13.17%) Degree
17 41 (12.85%) Data Analysis
18 39 (12.23%) Finance
18 39 (12.23%) Office 365
19 36 (11.29%) Security Cleared
19 36 (11.29%) Oracle
20 33 (10.34%) Scaled Agile Framework
21 32 (10.03%) Data Quality
22 31 (9.72%) SQL Server Reporting Services
22 31 (9.72%) ETL
22 31 (9.72%) Decision-Making
23 29 (9.09%) MS Exchange

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 29 (9.09%) MS Exchange
2 25 (7.84%) Exchange Server 2013
3 21 (6.58%) Exchange Server 2010
4 19 (5.96%) OpenStack
5 8 (2.51%) WebSphere
6 6 (1.88%) JBoss
7 5 (1.57%) GlassFish
7 5 (1.57%) MQSeries
7 5 (1.57%) Oracle SOA Suite
7 5 (1.57%) WebLogic
8 3 (0.94%) Kentico
8 3 (0.94%) SharePoint
9 2 (0.63%) CMS
9 2 (0.63%) Exchange Server 2003
9 2 (0.63%) Exchange Server 2007
9 2 (0.63%) IIS
10 1 (0.31%) Apache
10 1 (0.31%) Tomcat
Applications
1 26 (8.15%) Microsoft Excel
2 20 (6.27%) Microsoft Office
3 13 (4.08%) Microsoft Project
4 12 (3.76%) Microsoft PowerPoint
5 2 (0.63%) MS Visio
Business Applications
1 10 (3.13%) Payment Gateway
2 6 (1.88%) Unit4 Business World
3 5 (1.57%) Dynamics CRM
3 5 (1.57%) Infor M3
4 4 (1.25%) SAP GRC
5 3 (0.94%) Maximo
5 3 (0.94%) SAP ERP
5 3 (0.94%) SAP S/4HANA
6 2 (0.63%) Dynamics AX
6 2 (0.63%) NetSuite
6 2 (0.63%) SAP Hybris
7 1 (0.31%) Aareon QL
7 1 (0.31%) Dynamics NAV
7 1 (0.31%) SAP HR
Cloud Services
1 75 (23.51%) Microsoft Azure
2 66 (20.69%) Amazon AWS
3 39 (12.23%) Office 365
4 19 (5.96%) IaaS
5 18 (5.64%) PaaS
5 18 (5.64%) SaaS
6 14 (4.39%) Azure Data Factory
7 8 (2.51%) AWS CloudFormation
8 3 (0.94%) Virtual Private Cloud
9 1 (0.31%) Amazon Kinesis
9 1 (0.31%) AWS CloudTrail
9 1 (0.31%) AWS Lambda
9 1 (0.31%) Azure Active Directory
9 1 (0.31%) Cloud Computing
9 1 (0.31%) Dynamics 365
9 1 (0.31%) Google App Engine
9 1 (0.31%) Google Cloud Platform
9 1 (0.31%) Route 53
9 1 (0.31%) Serverless
9 1 (0.31%) SuccessFactors
Communications & Networking
1 25 (7.84%) SAN
2 24 (7.52%) DNS
3 17 (5.33%) Firewall
4 14 (4.39%) Internet
5 10 (3.13%) DHCP
6 9 (2.82%) TCP/IP
7 8 (2.51%) VPN
8 7 (2.19%) Network Security
8 7 (2.19%) Reverse Proxy
8 7 (2.19%) Wi-Fi
9 6 (1.88%) Cisco ASA
9 6 (1.88%) VoIP
10 5 (1.57%) Broadband
10 5 (1.57%) WAN
11 4 (1.25%) LAN
11 4 (1.25%) SSL
12 3 (0.94%) VLAN
13 1 (0.31%) MPLS
13 1 (0.31%) Unified Communications
13 1 (0.31%) Wireless
Database & Business Intelligence
1 89 (27.90%) SQL Server
2 31 (9.72%) SQL Server Reporting Services
3 21 (6.58%) SQL Server Integration Services
4 20 (6.27%) SQL Server 2012
5 18 (5.64%) Data Lake
5 18 (5.64%) SQL Server 2008
5 18 (5.64%) SQL Server 2016
6 17 (5.33%) SQL Server Analysis Services
7 14 (4.39%) HDInsight
8 13 (4.08%) NoSQL
8 13 (4.08%) SQL Server 2014
9 10 (3.13%) Data Warehouse
9 10 (3.13%) Oracle Database
10 7 (2.19%) PostgreSQL
11 4 (1.25%) SAP HANA
12 3 (0.94%) Relational Database
13 2 (0.63%) MS Access
13 2 (0.63%) Power BI
14 1 (0.31%) BusinessObjects
14 1 (0.31%) MySQL
Development Applications
1 18 (5.64%) JIRA
2 10 (3.13%) Vagrant
3 5 (1.57%) SoapUI
4 4 (1.25%) Visual Studio
5 2 (0.63%) MSTest
5 2 (0.63%) Selenium
5 2 (0.63%) Team Foundation Server
5 2 (0.63%) Zephyr
6 1 (0.31%) AdminStudio
6 1 (0.31%) GitLab
6 1 (0.31%) MSI
6 1 (0.31%) Subversion
6 1 (0.31%) Visual Studio Team System
6 1 (0.31%) Wise Package Studio
General
1 39 (12.23%) Finance
2 21 (6.58%) Advertising
3 15 (4.70%) Retail
4 9 (2.82%) Manufacturing
5 5 (1.57%) Legal
5 5 (1.57%) Marketing
6 4 (1.25%) French Language
6 4 (1.25%) German Language
6 4 (1.25%) Swedish Language
7 3 (0.94%) Banking
8 2 (0.63%) Back Office
9 1 (0.31%) Front Office
9 1 (0.31%) Pharmaceutical
9 1 (0.31%) Telecoms
Job Titles
1 82 (25.71%) Developer
2 46 (14.42%) Analyst
3 33 (10.34%) .NET Developer
4 29 (9.09%) DBA
4 29 (9.09%) Project Manager
5 27 (8.46%) SQL DBA
6 25 (7.84%) Architect
7 18 (5.64%) Consultant
7 18 (5.64%) Messaging Specialist
8 17 (5.33%) Senior Data Warehouse Specialist
9 16 (5.02%) Active Directory Specialist
9 16 (5.02%) Data Manager
10 14 (4.39%) C# Developer
10 14 (4.39%) Data Migration Developer
10 14 (4.39%) SQL Developer
11 13 (4.08%) Administrator
11 13 (4.08%) C# .NET Developer
11 13 (4.08%) Developer/Software Engineer
11 13 (4.08%) Software Engineer
11 13 (4.08%) SQL Server DBA
Libraries, Frameworks & Software Standards
1 49 (15.36%) .NET
1 49 (15.36%) Web Services
2 26 (8.15%) XML
3 25 (7.84%) AngularJS
4 24 (7.52%) RESTful
5 20 (6.27%) ASP.NET
6 19 (5.96%) ASP.NET Web API
7 18 (5.64%) Silverlight
8 12 (3.76%) LDAP
8 12 (3.76%) WCF
8 12 (3.76%) WPF
9 11 (3.45%) LINQ
10 9 (2.82%) JSON
11 8 (2.51%) ASP.NET MVC
12 7 (2.19%) .NET Core
12 7 (2.19%) ASP.NET Web Forms
12 7 (2.19%) Java EE
13 6 (1.88%) SOAP
14 5 (1.57%) ActiveMQ
14 5 (1.57%) WebSphere MQ
Miscellaneous
1 80 (25.08%) Analytical Skills
2 26 (8.15%) Computer Science
3 23 (7.21%) Replication
4 16 (5.02%) Management Information System
5 14 (4.39%) HP Storage
5 14 (4.39%) Reference Data
6 13 (4.08%) Client/Server
6 13 (4.08%) Clustering
7 12 (3.76%) Data Centre
7 12 (3.76%) Hybrid Cloud
7 12 (3.76%) PKI
8 11 (3.45%) Private Cloud
9 10 (3.13%) Self-Motivation
10 8 (2.51%) Cloud Native
10 8 (2.51%) Public Cloud
11 7 (2.19%) Greenfield Project
12 6 (1.88%) Fat Client
12 6 (1.88%) Fintech
12 6 (1.88%) Thin Client
13 5 (1.57%) iSeries
Operating Systems
1 55 (17.24%) Windows
2 26 (8.15%) Linux
3 22 (6.90%) Unix
4 20 (6.27%) Windows Server
5 16 (5.02%) HPUX
6 11 (3.45%) Windows 8
7 10 (3.13%) Windows 10
7 10 (3.13%) Windows 7
8 9 (2.82%) Windows Server 2012
9 5 (1.57%) Windows XP
10 4 (1.25%) Windows Phone
10 4 (1.25%) Windows Server 2003
10 4 (1.25%) Windows Vista
11 3 (0.94%) Windows Server 2008
12 2 (0.63%) CentOS
13 1 (0.31%) Amazon Linux
13 1 (0.31%) Red Hat Enterprise Linux
13 1 (0.31%) Windows 2000 Server
Processes & Methodologies
1 120 (37.62%) Data Migration
2 96 (30.09%) Problem-Solving
3 74 (23.20%) Agile Software Development
4 52 (16.30%) Project Management
5 41 (12.85%) Data Analysis
6 33 (10.34%) Scaled Agile Framework
7 31 (9.72%) Decision-Making
7 31 (9.72%) ETL
8 29 (9.09%) ITIL
8 29 (9.09%) Performance Tuning
9 27 (8.46%) TDD
10 26 (8.15%) Business Intelligence
11 25 (7.84%) E-Commerce
11 25 (7.84%) Test Automation
12 24 (7.52%) BDD
12 24 (7.52%) Data Management
12 24 (7.52%) DevOps
13 23 (7.21%) MVC
13 23 (7.21%) Release Management
14 22 (6.90%) PRINCE2
Programming Languages
1 121 (37.93%) SQL
2 71 (22.26%) C#
3 55 (17.24%) PowerShell
4 50 (15.67%) T-SQL
5 22 (6.90%) Java
5 22 (6.90%) PL/SQL
6 14 (4.39%) Python
7 7 (2.19%) Go
7 7 (2.19%) JavaScript
7 7 (2.19%) Shell Script
8 6 (1.88%) C
8 6 (1.88%) TypeScript
9 5 (1.57%) Bash Shell
9 5 (1.57%) Perl
10 4 (1.25%) VB.NET
11 3 (0.94%) AWK
12 2 (0.63%) C++
13 1 (0.31%) ES6
13 1 (0.31%) Java 8
13 1 (0.31%) VB
Qualifications
1 42 (13.17%) Degree
2 36 (11.29%) Security Cleared
3 27 (8.46%) SC Cleared
4 17 (5.33%) Microsoft Certification
5 14 (4.39%) ITIL Certification
5 14 (4.39%) MCSE
6 10 (3.13%) Computer Science Degree
6 10 (3.13%) PMI Certification
6 10 (3.13%) PMP
6 10 (3.13%) PRINCE2 Certification
7 8 (2.51%) CCNA
7 8 (2.51%) Cisco Certification
7 8 (2.51%) PhD
8 7 (2.19%) Master's Degree
9 6 (1.88%) PRINCE2 Practitioner
10 5 (1.57%) AWS Certification
10 5 (1.57%) CCDA
10 5 (1.57%) CCDP
10 5 (1.57%) CCNP
11 4 (1.25%) MBA
Quality Assurance & Compliance
1 32 (10.03%) Data Quality
2 10 (3.13%) QA
3 8 (2.51%) PMO
4 2 (0.63%) GDPR
4 2 (0.63%) GxP
System Software
1 49 (15.36%) Active Directory
2 24 (7.52%) VMware ESXi
2 24 (7.52%) VMware Infrastructure
3 12 (3.76%) Docker
4 11 (3.45%) Active Directory Lightweight Directory Services
5 10 (3.13%) Hyper-V
6 6 (1.88%) XenApp
7 1 (0.31%) Firmware
7 1 (0.31%) Microsoft App-V
7 1 (0.31%) Microsoft Virtual Server
7 1 (0.31%) Virtual Servers
7 1 (0.31%) vSphere
Systems Management
1 16 (5.02%) HP Data Protector
2 12 (3.76%) Ansible
3 10 (3.13%) Puppet
4 8 (2.51%) Opscode Chef
5 7 (2.19%) Consul
5 7 (2.19%) Kubernetes
5 7 (2.19%) Packer
5 7 (2.19%) Terraform
6 5 (1.57%) Cisco CUCM
6 5 (1.57%) Microsoft Intune
7 3 (0.94%) SCCM
8 2 (0.63%) Systems Management Server (SMS)
9 1 (0.31%) AirWatch
9 1 (0.31%) vCenter Server
9 1 (0.31%) vRealize
9 1 (0.31%) WMI
9 1 (0.31%) WSUS
Vendors
1 78 (24.45%) Microsoft
2 46 (14.42%) VMware
3 36 (11.29%) Oracle
4 17 (5.33%) HP
5 14 (4.39%) 3PAR
5 14 (4.39%) Brocade
6 11 (3.45%) IBM
6 11 (3.45%) SAP
7 9 (2.82%) Talend
8 8 (2.51%) Citrix
9 7 (2.19%) Cisco
10 6 (1.88%) Capita
10 6 (1.88%) EMC
10 6 (1.88%) WorldPay
11 4 (1.25%) DataCash
11 4 (1.25%) Sage
12 2 (0.63%) Google
12 2 (0.63%) hybris
12 2 (0.63%) IFS
12 2 (0.63%) JD Edwards