Period
to 17 January 2018

The following table provides summary statistics for permanent job vacancies advertised in the South West 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 17 January 2018 with a comparison to the same period in the previous 2 years.

Migration
England > South West
6 months to
17 Jan 2018
Same period 2017 Same period 2016
Rank 148 163 166
Rank change year-on-year +15 +3 -27
Permanent jobs citing Migration 226 204 228
As % of all permanent IT jobs advertised in the South West 2.25% 1.93% 2.01%
As % of the Processes & Methodologies category 2.52% 2.16% 2.24%
Number of salaries quoted 192 171 213
South West median annual salary £47,500 £42,500 £35,000
Median salary % change year-on-year +11.76% +21.43% -12.50%
10th Percentile £26,600 £31,000 £25,150
90th Percentile £77,375 £57,500 £61,500
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 South West with a requirement for process or methodology skills.

All Process and Methodology Skills
South West
Permanent vacancies with a requirement for process or methodology skills 8,952 9,452 10,168
As % of all permanent IT jobs advertised in the South West 89.22% 89.40% 89.67%
Number of salaries quoted 7,351 7,842 8,550
South West median annual salary £42,500 £41,500 £40,000
Median salary % change year-on-year +2.41% +3.75% +3.90%
10th Percentile £26,250 £26,250 £25,500
90th Percentile £63,750 £64,500 £62,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Migration
Job Vacancy Trend in the South West

Job postings citing Migration as a percentage of all IT jobs advertised in the South West.

Job vacancy trend for Migration in the South West

Migration
Salary Trend in the South West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Migration in the South West.

Salary trend for Migration in the South West

Migration
Salary Histogram in the South West

The salary distribution of IT jobs citing Migration in the South West over the 6 months to 17 January 2018.

Salary histogram for Migration in the South West

Migration
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Migration within the South West region over the 6 months to 17 January 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
Bristol +16 73 £51,500 +8.42% 20
Gloucestershire +56 54 £50,000 +53.85% 11
Dorset -4 33 £42,500 +21.43% 7
Wiltshire -41 23 £55,000 +29.41% 7
Somerset +9 16 £47,500 +39.71% 5
Devon +13 10 £38,750 -8.82% 7
Cornwall -14 10 £25,000 -50.00%
Migration
England

For the 6 months to 17 January 2018, IT jobs citing Migration also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the South West region with a requirement for Migration.

1 90 (39.82%) SQL
2 85 (37.61%) Agile Software Development
3 77 (34.07%) SQL Server
4 67 (29.65%) Data Migration
5 62 (27.43%) Microsoft
6 59 (26.11%) Microsoft Azure
7 53 (23.45%) C#
8 51 (22.57%) Windows
9 49 (21.68%) ETL
10 44 (19.47%) Business Intelligence
11 43 (19.03%) SQL Server Integration Services
12 41 (18.14%) Data Warehouse
13 39 (17.26%) Finance
14 37 (16.37%) .NET
15 36 (15.93%) Amazon AWS
16 34 (15.04%) DevOps
16 34 (15.04%) Active Directory
17 33 (14.60%) HTML
18 32 (14.16%) VMware
18 32 (14.16%) Data Management
19 31 (13.72%) JavaScript
19 31 (13.72%) Continuous Integration
20 29 (12.83%) VMware Infrastructure
20 29 (12.83%) Analytics
20 29 (12.83%) Windows Server
21 28 (12.39%) SQL Server 2014
21 28 (12.39%) Degree
22 27 (11.95%) T-SQL
22 27 (11.95%) CSS
22 27 (11.95%) Scrum

Migration
Co-occurring IT Skills in the South West 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 9 (3.98%) Confluence
1 9 (3.98%) MS Exchange
2 7 (3.10%) Apache Spark
3 6 (2.65%) Exchange Server 2013
4 5 (2.21%) Drupal
4 5 (2.21%) SharePoint
4 5 (2.21%) WordPress
5 4 (1.77%) Apache Solr
5 4 (1.77%) CMS
5 4 (1.77%) WebSphere
5 4 (1.77%) WebSphere Portal
6 3 (1.33%) Apache
6 3 (1.33%) IIS
7 2 (0.88%) Apache Pig
7 2 (0.88%) Elasticsearch
7 2 (0.88%) nginx
7 2 (0.88%) SharePoint 2013
7 2 (0.88%) Skype for Business
8 1 (0.44%) Exchange Server 2007
8 1 (0.44%) Exchange Server 2010
Applications
1 16 (7.08%) Microsoft Excel
2 8 (3.54%) Microsoft Office
3 1 (0.44%) Microsoft Project
Business Applications
1 4 (1.77%) Oracle BPM
2 1 (0.44%) Dynamics CRM
Cloud Services
1 59 (26.11%) Microsoft Azure
2 36 (15.93%) Amazon AWS
3 21 (9.29%) Office 365
4 11 (4.87%) SaaS
5 8 (3.54%) IaaS
6 7 (3.10%) PaaS
7 6 (2.65%) Google Cloud Platform
8 5 (2.21%) IBM Cloud
8 5 (2.21%) Serverless
8 5 (2.21%) SoftLayer
9 4 (1.77%) Amazon EC2
9 4 (1.77%) Amazon ElastiCache
9 4 (1.77%) Amazon S3
9 4 (1.77%) AWS Elastic Beanstalk
9 4 (1.77%) AWS Lambda
9 4 (1.77%) OpenShift
9 4 (1.77%) Route 53
9 4 (1.77%) Virtual Private Cloud
10 3 (1.33%) GitHub
11 2 (0.88%) Cloud Computing
Communications & Networking
1 11 (4.87%) Firewall
2 10 (4.42%) VPN
3 7 (3.10%) LAN
3 7 (3.10%) WAN
3 7 (3.10%) Wireless
4 6 (2.65%) Intranet
5 5 (2.21%) SAN
5 5 (2.21%) SSL
6 4 (1.77%) HTTP
6 4 (1.77%) TCP/IP
6 4 (1.77%) Wi-Fi
7 3 (1.33%) DHCP
7 3 (1.33%) DNS
8 2 (0.88%) AMQP
8 2 (0.88%) Internet
8 2 (0.88%) iSCSI
8 2 (0.88%) Kerberos
8 2 (0.88%) LDAP
8 2 (0.88%) SMS
9 1 (0.44%) MVNO
Database & Business Intelligence
1 77 (34.07%) SQL Server
2 43 (19.03%) SQL Server Integration Services
3 41 (18.14%) Data Warehouse
4 28 (12.39%) SQL Server 2014
5 25 (11.06%) Power BI
6 21 (9.29%) MySQL
6 21 (9.29%) SQL Server Reporting Services
7 20 (8.85%) Big Data
7 20 (8.85%) SQL Server 2012
8 16 (7.08%) Enterprise Data Warehouse
9 14 (6.19%) Qlik Sense
10 13 (5.75%) SQL Server 2016
11 11 (4.87%) BusinessObjects
12 9 (3.98%) MongoDB
13 8 (3.54%) Hadoop
13 8 (3.54%) Relational Database
14 7 (3.10%) PostgreSQL
15 6 (2.65%) NoSQL
16 5 (2.21%) Apache Accumulo
16 5 (2.21%) Oracle Database
Development Applications
1 20 (8.85%) Visual Studio
2 19 (8.41%) Team Foundation Server
3 17 (7.52%) Git (software)
4 16 (7.08%) JIRA
5 15 (6.64%) Atlassian Bamboo
6 11 (4.87%) Jenkins
7 7 (3.10%) Selenium
8 6 (2.65%) ERwin
8 6 (2.65%) Vagrant
9 5 (2.21%) InstallShield
9 5 (2.21%) JMeter
9 5 (2.21%) MSI
9 5 (2.21%) WATIR
10 4 (1.77%) Artifactory
10 4 (1.77%) SonarQube
10 4 (1.77%) Sonatype Nexus
11 2 (0.88%) gulp
11 2 (0.88%) Visual Studio Team System
11 2 (0.88%) webpack
12 1 (0.44%) Travis CI
General
1 39 (17.26%) Finance
2 20 (8.85%) Retail
3 15 (6.64%) Marketing
4 11 (4.87%) Telecoms
5 7 (3.10%) Manufacturing
6 4 (1.77%) Electronics
7 2 (0.88%) Advertising
8 1 (0.44%) Banking
8 1 (0.44%) Games
8 1 (0.44%) Legal
8 1 (0.44%) Multimedia
Job Titles
1 59 (26.11%) Developer
2 26 (11.50%) Architect
3 23 (10.18%) Analyst
4 18 (7.96%) Business Intelligence Developer
5 16 (7.08%) C# Developer
6 15 (6.64%) Administrator
7 13 (5.75%) .NET Developer
7 13 (5.75%) Data Analyst
8 12 (5.31%) Agile Delivery Manager
8 12 (5.31%) Data Architect
8 12 (5.31%) Delivery Manager
8 12 (5.31%) Technical Delivery Manager
8 12 (5.31%) Technical Manager
9 11 (4.87%) C# .NET Developer
9 11 (4.87%) IT Engineer
10 9 (3.98%) Consultant
10 9 (3.98%) Project Manager
10 9 (3.98%) Senior Developer
11 8 (3.54%) DBA
11 8 (3.54%) Solutions Architect
Libraries, Frameworks & Software Standards
1 37 (16.37%) .NET
2 33 (14.60%) HTML
3 27 (11.95%) CSS
4 18 (7.96%) ASP.NET
5 17 (7.52%) Web Services
6 15 (6.64%) REST
7 14 (6.19%) XML
8 13 (5.75%) JSON
9 10 (4.42%) HTML5
9 10 (4.42%) SOAP
10 8 (3.54%) J2EE
11 7 (3.10%) ASP.NET Web Forms
12 6 (2.65%) .NET Framework
12 6 (2.65%) jQuery
12 6 (2.65%) RabbitMQ
13 5 (2.21%) ASP.NET MVC
13 5 (2.21%) Middleware
13 5 (2.21%) RESTful
14 4 (1.77%) JSF
14 4 (1.77%) Twitter Bootstrap
Miscellaneous
1 23 (10.18%) Analytical Skills
1 23 (10.18%) User Experience
2 10 (4.42%) Mobile Computing
3 8 (3.54%) Hybrid Cloud
4 7 (3.10%) Data Structures
4 7 (3.10%) Public Cloud
5 5 (2.21%) Data Centre
5 5 (2.21%) Mobile App
6 4 (1.77%) CESG
6 4 (1.77%) Enterprise Software
6 4 (1.77%) iPad
6 4 (1.77%) Life Science
6 4 (1.77%) PKI
7 3 (1.33%) Computer Science
7 3 (1.33%) Greenfield Project
8 2 (0.88%) Clustering
8 2 (0.88%) Driving Licence
8 2 (0.88%) Management Information System
9 1 (0.44%) Replication
9 1 (0.44%) Tandem
Operating Systems
1 51 (22.57%) Windows
2 29 (12.83%) Windows Server
3 24 (10.62%) Linux
4 17 (7.52%) Windows Server 2012
5 15 (6.64%) Windows 10
6 14 (6.19%) Windows 7
7 9 (3.98%) CentOS
7 9 (3.98%) Red Hat Enterprise Linux
8 8 (3.54%) Windows Server 2008
9 5 (2.21%) Windows 8
10 4 (1.77%) CoreOS
11 1 (0.44%) Solaris
11 1 (0.44%) Unix
Processes & Methodologies
1 85 (37.61%) Agile Software Development
2 67 (29.65%) Data Migration
3 49 (21.68%) ETL
4 44 (19.47%) Business Intelligence
5 34 (15.04%) DevOps
6 32 (14.16%) Data Management
7 31 (13.72%) Continuous Integration
8 29 (12.83%) Analytics
9 27 (11.95%) Scrum
10 25 (11.06%) TDD
11 24 (10.62%) Data Analysis
12 19 (8.41%) CRM
13 18 (7.96%) Data Modelling
13 18 (7.96%) MVC
14 17 (7.52%) ITIL
15 16 (7.08%) Master Data Management
15 16 (7.08%) Project Management
16 15 (6.64%) Data Analytics
16 15 (6.64%) Data Integration
16 15 (6.64%) Data Mapping
Programming Languages
1 90 (39.82%) SQL
2 53 (23.45%) C#
3 31 (13.72%) JavaScript
4 27 (11.95%) T-SQL
5 23 (10.18%) Java
6 17 (7.52%) C
7 15 (6.64%) PowerShell
8 14 (6.19%) PHP
9 12 (5.31%) Python
10 11 (4.87%) Ruby
11 9 (3.98%) Bash Shell
11 9 (3.98%) PL/SQL
12 5 (2.21%) C++
12 5 (2.21%) Perl
12 5 (2.21%) VB
12 5 (2.21%) VBScript
13 2 (0.88%) ES6
13 2 (0.88%) PHP 5
13 2 (0.88%) PHP 7
14 1 (0.44%) Apex Code
Qualifications
1 28 (12.39%) Degree
2 26 (11.50%) Security Cleared
3 18 (7.96%) SC Cleared
4 12 (5.31%) DV Cleared
5 8 (3.54%) Cisco Certification
6 6 (2.65%) CCNA
6 6 (2.65%) Microsoft Certification
6 6 (2.65%) Numerate Degree
7 5 (2.21%) ISTQB
7 5 (2.21%) ISTQB Foundation Certification
7 5 (2.21%) MCP
8 4 (1.77%) CESG Certified Professional
9 3 (1.33%) MCITP
9 3 (1.33%) MCSE
9 3 (1.33%) PhD
10 2 (0.88%) DBS Check
10 2 (0.88%) MCSA
10 2 (0.88%) VMware Certified Professional (VCP)
11 1 (0.44%) CCA
11 1 (0.44%) Citrix Certification
Quality Assurance & Compliance
1 9 (3.98%) Data Quality
2 7 (3.10%) GDPR
3 5 (2.21%) QA
4 3 (1.33%) HL7
4 3 (1.33%) PCI DSS
5 2 (0.88%) ISO/IEC 27001
5 2 (0.88%) SLA
6 1 (0.44%) COBIT
6 1 (0.44%) Cyber Essentials
6 1 (0.44%) ISO 22301
6 1 (0.44%) ISO 9001
6 1 (0.44%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
6 1 (0.44%) Sarbanes-Oxley
6 1 (0.44%) SNOMED CT
System Software
1 34 (15.04%) Active Directory
2 29 (12.83%) VMware Infrastructure
3 11 (4.87%) Hyper-V
4 10 (4.42%) vSphere
5 6 (2.65%) Docker
6 5 (2.21%) Microsoft App-V
6 5 (2.21%) VirtualBox
6 5 (2.21%) VMware ESXi
7 4 (1.77%) GlusterFS
8 3 (1.33%) HDFS
9 2 (0.88%) Apache Flume
10 1 (0.44%) Terminal Services
10 1 (0.44%) XenApp
10 1 (0.44%) XenDesktop
10 1 (0.44%) XenServer
Systems Management
1 7 (3.10%) Puppet
2 6 (2.65%) SCCM
3 5 (2.21%) Ansible
3 5 (2.21%) Kubernetes
4 4 (1.77%) Nagios
4 4 (1.77%) OSSEC
4 4 (1.77%) Terraform
4 4 (1.77%) WSUS
5 2 (0.88%) Hadoop YARN
6 1 (0.44%) Backup Exec
6 1 (0.44%) HAProxy
6 1 (0.44%) Microsoft Intune
6 1 (0.44%) Opscode Chef
Vendors
1 62 (27.43%) Microsoft
2 32 (14.16%) VMware
3 17 (7.52%) Cisco
4 12 (5.31%) Citrix
5 10 (4.42%) Google
6 9 (3.98%) Oracle
6 9 (3.98%) Red Hat
6 9 (3.98%) Tableau
7 7 (3.10%) SAP
8 5 (2.21%) Apple
8 5 (2.21%) AVG
8 5 (2.21%) CA Agile Central
8 5 (2.21%) Meraki
8 5 (2.21%) Salesforce.com
9 4 (1.77%) Atlassian
9 4 (1.77%) Fujitsu
9 4 (1.77%) New Relic
10 3 (1.33%) Capita
10 3 (1.33%) Dell
11 2 (0.88%) Informatica