Period
to 20 June 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 20 June 2018 with a comparison to the same period in the previous 2 years.

Migration
England > East of England
6 months to
20 Jun 2018
Same period 2017 Same period 2016
Rank 128 166 173
Rank change year-on-year +38 +7 -4
Permanent jobs citing Migration 281 212 241
As % of all permanent IT jobs advertised in the East of England 2.30% 1.74% 1.70%
As % of the Processes & Methodologies category 2.59% 1.95% 1.90%
Number of salaries quoted 248 152 208
East of England median annual salary £50,000 £50,000 £50,000
10th Percentile £37,500 £32,500 £31,250
90th Percentile £66,250 £67,500 £77,500
England median annual salary £57,500 £52,500 £50,000
% change year-on-year +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 10,848 10,880 12,674
As % of all permanent IT jobs advertised in the East of England 88.81% 89.28% 89.58%
Number of salaries quoted 8,225 8,742 10,324
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +2.27%
10th Percentile £27,500 £26,500 £26,250
90th Percentile £71,250 £68,750 £67,500
England median annual salary £50,000 £50,000 £48,500
% change year-on-year - +3.09% +2.11%

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 20 June 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 20 June 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 +21 125 £50,000 -2.44% 20
Essex +82 92 £50,000 -0.09% 11
Cambridgeshire -37 31 £50,000 - 12
Bedfordshire +14 18 £70,000 +27.27% 4
Norfolk +11 8 £50,000 +47.06% 2
Suffolk -9 7 £52,500 +5.00% 3
Migration
England

For the 6 months to 20 June 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.

1 123 (43.77%) SQL
2 102 (36.30%) Problem-Solving
3 90 (32.03%) SQL Server
4 77 (27.40%) Microsoft Azure
5 74 (26.33%) PowerShell
6 70 (24.91%) Data Migration
7 60 (21.35%) Microsoft
8 56 (19.93%) C#
9 53 (18.86%) T-SQL
10 51 (18.15%) Agile Software Development
11 50 (17.79%) SQL Server Reporting Services
11 50 (17.79%) Windows
12 48 (17.08%) .NET
12 48 (17.08%) Active Directory
13 47 (16.73%) Project Management
14 46 (16.37%) Finance
14 46 (16.37%) Performance Tuning
15 44 (15.66%) Amazon AWS
15 44 (15.66%) SQL Server Integration Services
16 42 (14.95%) Business Intelligence
17 41 (14.59%) Degree
18 40 (14.23%) Web Services
19 39 (13.88%) Analytical Skills
20 37 (13.17%) SQL Server Analysis Services
20 37 (13.17%) Office 365
21 35 (12.46%) VMware
22 34 (12.10%) AngularJS
23 33 (11.74%) NoSQL
23 33 (11.74%) ITIL
24 32 (11.39%) Data Virtualisation

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 24 (8.54%) MS Exchange
2 21 (7.47%) Exchange Server 2010
2 21 (7.47%) Exchange Server 2013
3 14 (4.98%) OpenStack
4 6 (2.14%) SharePoint
4 6 (2.14%) WebSphere
5 4 (1.42%) JBoss
6 3 (1.07%) Kentico
6 3 (1.07%) SharePoint 2013
6 3 (1.07%) WebLogic
7 2 (0.71%) GlassFish
7 2 (0.71%) IIS
7 2 (0.71%) MQSeries
7 2 (0.71%) Oracle SOA Suite
8 1 (0.36%) Apache
8 1 (0.36%) Tomcat
Applications
1 11 (3.91%) Microsoft Excel
2 8 (2.85%) Microsoft PowerPoint
3 7 (2.49%) Microsoft Office
4 5 (1.78%) Microsoft Project
5 3 (1.07%) MS Visio
Business Applications
1 15 (5.34%) Payment Gateway
2 4 (1.42%) Dynamics CRM
2 4 (1.42%) Infor M3
2 4 (1.42%) Maximo
2 4 (1.42%) Oracle Assets
2 4 (1.42%) Oracle Cash Management
2 4 (1.42%) Oracle Payables
2 4 (1.42%) Oracle Receivables
3 3 (1.07%) SAP ERP
3 3 (1.07%) SAP GRC
3 3 (1.07%) SAP S/4HANA
4 2 (0.71%) Dynamics AX
5 1 (0.36%) Aareon QL
5 1 (0.36%) BASE24
5 1 (0.36%) Magento
5 1 (0.36%) NetSuite
5 1 (0.36%) Oracle EBS
5 1 (0.36%) Postilion
Cloud Services
1 77 (27.40%) Microsoft Azure
2 44 (15.66%) Amazon AWS
3 37 (13.17%) Office 365
4 32 (11.39%) Azure Data Factory
5 16 (5.69%) SaaS
6 8 (2.85%) IaaS
6 8 (2.85%) PaaS
7 7 (2.49%) AWS CloudFormation
8 3 (1.07%) Dynamics 365
8 3 (1.07%) Virtual Private Cloud
9 1 (0.36%) Amazon EC2
9 1 (0.36%) Amazon Kinesis
9 1 (0.36%) Amazon S3
9 1 (0.36%) AWS CloudTrail
9 1 (0.36%) AWS Lambda
9 1 (0.36%) Google App Engine
9 1 (0.36%) Google Cloud Platform
9 1 (0.36%) Route 53
9 1 (0.36%) Serverless
Communications & Networking
1 21 (7.47%) SAN
2 18 (6.41%) DNS
3 15 (5.34%) DHCP
4 10 (3.56%) Firewall
5 6 (2.14%) Internet
6 5 (1.78%) Broadband
6 5 (1.78%) LAN
6 5 (1.78%) Network Security
6 5 (1.78%) VLAN
7 4 (1.42%) Cisco ASA
7 4 (1.42%) TCP/IP
7 4 (1.42%) Wi-Fi
8 3 (1.07%) VoIP
8 3 (1.07%) WAN
9 2 (0.71%) Reverse Proxy
9 2 (0.71%) VPN
10 1 (0.36%) Cisco IOS
10 1 (0.36%) iSCSI
10 1 (0.36%) SMTP
10 1 (0.36%) Unified Communications
Database & Business Intelligence
1 90 (32.03%) SQL Server
2 50 (17.79%) SQL Server Reporting Services
3 44 (15.66%) SQL Server Integration Services
4 37 (13.17%) SQL Server Analysis Services
5 33 (11.74%) NoSQL
6 32 (11.39%) Data Lake
6 32 (11.39%) HDInsight
7 16 (5.69%) Oracle Database
8 12 (4.27%) SQL Server 2016
9 11 (3.91%) SQL Server 2012
10 9 (3.20%) SQL Server 2008
11 7 (2.49%) Data Warehouse
12 5 (1.78%) SQL Server 2014
13 4 (1.42%) Oracle Database 11g
14 3 (1.07%) MongoDB
14 3 (1.07%) MySQL
14 3 (1.07%) Oracle Database 10g
14 3 (1.07%) Oracle Database 12c
14 3 (1.07%) Power BI
14 3 (1.07%) SAP HANA
Development Applications
1 21 (7.47%) JIRA
2 8 (2.85%) Zephyr
3 5 (1.78%) Vagrant
4 3 (1.07%) Selenium
4 3 (1.07%) Toad
5 2 (0.71%) MSTest
5 2 (0.71%) Team Foundation Server
5 2 (0.71%) Visual Studio
6 1 (0.36%) AdminStudio
6 1 (0.36%) CA Gen
6 1 (0.36%) GitLab
6 1 (0.36%) MSI
6 1 (0.36%) Wise Package Studio
General
1 46 (16.37%) Finance
2 23 (8.19%) Advertising
3 10 (3.56%) Retail
4 4 (1.42%) Banking
4 4 (1.42%) General Ledger
4 4 (1.42%) Legal
4 4 (1.42%) Manufacturing
4 4 (1.42%) Marketing
5 2 (0.71%) French Language
5 2 (0.71%) German Language
5 2 (0.71%) Swedish Language
6 1 (0.36%) Automotive
6 1 (0.36%) Back Office
6 1 (0.36%) Billing
6 1 (0.36%) Front Office
6 1 (0.36%) Telecoms
Job Titles
1 60 (21.35%) Developer
2 50 (17.79%) DBA
3 39 (13.88%) SQL DBA
4 31 (11.03%) .NET Developer
5 27 (9.61%) Project Manager
6 26 (9.25%) Administrator
7 22 (7.83%) Analyst
7 22 (7.83%) Senior DBA
8 20 (7.12%) Messaging Specialist
9 19 (6.76%) Senior Data Warehouse Specialist
9 19 (6.76%) SQL Server DBA
10 17 (6.05%) Active Directory Specialist
11 16 (5.69%) Architect
12 15 (5.34%) Senior SQL DBA
13 14 (4.98%) Data Manager
13 14 (4.98%) Full Stack Developer
14 12 (4.27%) SQL Developer
15 10 (3.56%) C# Developer
15 10 (3.56%) Exchange Specialist
16 9 (3.20%) Linux Specialist
Libraries, Frameworks & Software Standards
1 48 (17.08%) .NET
2 40 (14.23%) Web Services
3 34 (12.10%) AngularJS
4 30 (10.68%) ASP.NET
5 27 (9.61%) RESTful
6 21 (7.47%) ASP.NET Web API
6 21 (7.47%) Silverlight
7 19 (6.76%) XML
8 16 (5.69%) WCF
9 13 (4.63%) .NET Core
9 13 (4.63%) ASP.NET MVC
9 13 (4.63%) ASP.NET Web Forms
10 12 (4.27%) LDAP
11 10 (3.56%) WPF
12 9 (3.20%) LINQ
13 6 (2.14%) JSON
14 4 (1.42%) .NET Framework
14 4 (1.42%) Java EE
14 4 (1.42%) ODBC
15 3 (1.07%) EJB
Miscellaneous
1 39 (13.88%) Analytical Skills
2 20 (7.12%) Computer Science
3 18 (6.41%) Management Information System
4 16 (5.69%) Private Cloud
5 15 (5.34%) HP Storage
6 13 (4.63%) Replication
7 12 (4.27%) Fat Client
7 12 (4.27%) PKI
7 12 (4.27%) Thin Client
8 11 (3.91%) Greenfield Project
9 9 (3.20%) Self-Motivation
10 8 (2.85%) Data Centre
11 7 (2.49%) Client/Server
11 7 (2.49%) Public Cloud
12 6 (2.14%) Clustering
12 6 (2.14%) Fintech
13 5 (1.78%) Hybrid Cloud
13 5 (1.78%) Life Science
13 5 (1.78%) Reference Data
13 5 (1.78%) User Experience
Operating Systems
1 50 (17.79%) Windows
2 31 (11.03%) Linux
3 25 (8.90%) Windows Server
4 20 (7.12%) Unix
5 16 (5.69%) HPUX
6 9 (3.20%) Windows Server 2012
7 8 (2.85%) Windows 10
8 5 (1.78%) Windows 8
9 4 (1.42%) CentOS
9 4 (1.42%) Windows 7
10 3 (1.07%) Windows Server 2008
11 2 (0.71%) Amazon Linux
11 2 (0.71%) Windows Server 2003
12 1 (0.36%) Android
12 1 (0.36%) Apple iOS
12 1 (0.36%) Red Hat Enterprise Linux
12 1 (0.36%) Windows 2000 Server
12 1 (0.36%) Windows XP
Processes & Methodologies
1 102 (36.30%) Problem-Solving
2 70 (24.91%) Data Migration
3 51 (18.15%) Agile Software Development
4 47 (16.73%) Project Management
5 46 (16.37%) Performance Tuning
6 42 (14.95%) Business Intelligence
7 33 (11.74%) ITIL
8 32 (11.39%) Data Virtualisation
9 28 (9.96%) E-Commerce
10 27 (9.61%) TDD
11 26 (9.25%) MVC
12 22 (7.83%) Data Management
13 20 (7.12%) PRINCE2
14 19 (6.76%) BDD
14 19 (6.76%) Change Management
14 19 (6.76%) ETL
14 19 (6.76%) Scaled Agile Framework
14 19 (6.76%) Stakeholder Management
15 18 (6.41%) Decision-Making
15 18 (6.41%) DevOps
Programming Languages
1 123 (43.77%) SQL
2 74 (26.33%) PowerShell
3 56 (19.93%) C#
4 53 (18.86%) T-SQL
5 17 (6.05%) Java
6 12 (4.27%) PL/SQL
7 11 (3.91%) TypeScript
8 10 (3.56%) Python
9 9 (3.20%) Perl
10 5 (1.78%) C
11 4 (1.42%) Shell Script
12 3 (1.07%) Bash Shell
12 3 (1.07%) JavaScript
12 3 (1.07%) VB.NET
13 2 (0.71%) AWK
13 2 (0.71%) C++
14 1 (0.36%) ES6
14 1 (0.36%) Java 8
14 1 (0.36%) VB
Qualifications
1 41 (14.59%) Degree
2 29 (10.32%) Security Cleared
3 25 (8.90%) SC Cleared
4 16 (5.69%) Computer Science Degree
4 16 (5.69%) Microsoft Certification
5 15 (5.34%) ITIL Certification
5 15 (5.34%) MCSE
6 8 (2.85%) ISTQB
6 8 (2.85%) ISTQB Foundation Certification
7 7 (2.49%) CCNA
7 7 (2.49%) Cisco Certification
8 6 (2.14%) PMI Certification
8 6 (2.14%) PMP
8 6 (2.14%) PRINCE2 Certification
8 6 (2.14%) PRINCE2 Practitioner
9 5 (1.78%) Master's Degree
10 3 (1.07%) CCDA
10 3 (1.07%) CCDP
10 3 (1.07%) DV Cleared
10 3 (1.07%) Oracle Certification
Quality Assurance & Compliance
1 17 (6.05%) Data Quality
2 9 (3.20%) QA
3 4 (1.42%) PMO
4 2 (0.71%) GDPR
4 2 (0.71%) GxP
System Software
1 48 (17.08%) Active Directory
2 28 (9.96%) VMware ESXi
3 14 (4.98%) VMware Infrastructure
4 12 (4.27%) Active Directory Lightweight Directory Services
4 12 (4.27%) XenApp
5 7 (2.49%) Docker
6 3 (1.07%) Hyper-V
7 2 (0.71%) Virtual Machines
8 1 (0.36%) Firmware
8 1 (0.36%) Microsoft App-V
8 1 (0.36%) Microsoft Virtual Server
8 1 (0.36%) Virtual Servers
Systems Management
1 16 (5.69%) HP Data Protector
2 8 (2.85%) Puppet
3 7 (2.49%) Opscode Chef
4 6 (2.14%) Ansible
5 3 (1.07%) Cisco CUCM
5 3 (1.07%) Data Guard
5 3 (1.07%) Oracle Enterprise Manager
5 3 (1.07%) Oracle RMAN
6 2 (0.71%) HP Quality Center
6 2 (0.71%) SCCM
7 1 (0.36%) AirWatch
7 1 (0.36%) Microsoft Intune
7 1 (0.36%) Systems Management Server (SMS)
7 1 (0.36%) vCenter Server
7 1 (0.36%) WMI
7 1 (0.36%) WSUS
Vendors
1 60 (21.35%) Microsoft
2 35 (12.46%) VMware
3 26 (9.25%) Oracle
4 17 (6.05%) HP
5 15 (5.34%) 3PAR
5 15 (5.34%) Brocade
6 13 (4.63%) Citrix
7 9 (3.20%) DataCash
8 8 (2.85%) Cisco
9 7 (2.49%) IBM
9 7 (2.49%) SAP
10 6 (2.14%) Capita
10 6 (2.14%) WorldPay
11 4 (1.42%) Sage
12 3 (1.07%) EMC
12 3 (1.07%) Juniper
13 2 (0.71%) Google
13 2 (0.71%) JD Edwards
13 2 (0.71%) Talend
13 2 (0.71%) Xamarin