Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire 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 November 2017 with a comparison to the same period in the previous 2 years.

Migration
England > Yorkshire
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 107 150 92
Rank change year-on-year +43 -58 +34
Permanent jobs citing Migration 247 221 402
As % of all permanent IT jobs advertised in Yorkshire 2.55% 1.99% 3.05%
As % of the Processes & Methodologies category 2.82% 2.23% 3.38%
Number of salaries quoted 188 197 328
Yorkshire median annual salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.56% +11.11%
10th Percentile £31,925 £27,900 £30,000
90th Percentile £72,500 £72,500 £67,500
England median annual salary £55,000 £51,000 £50,000
% change year-on-year +7.84% +2.00% +3.09%

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 Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Permanent vacancies with a requirement for process or methodology skills 8746 9922 11898
As % of all permanent IT jobs advertised in Yorkshire 90.16% 89.48% 90.23%
Number of salaries quoted 7317 8345 9687
Yorkshire median annual salary £42,500 £42,000 £40,000
Median salary % change year-on-year +1.19% +5.00% +1.27%
10th Percentile £26,250 £26,250 £26,000
90th Percentile £61,250 £62,500 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Migration
Job Vacancy Trend in Yorkshire

Job postings citing Migration as a percentage of all IT jobs advertised in Yorkshire.

Job vacancy trend for Migration in Yorkshire

Migration
Salary Trend in Yorkshire

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

Salary trend for Migration in Yorkshire

Migration
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Migration in Yorkshire over the 6 months to 19 November 2017.

Salary histogram for Migration in Yorkshire

Migration
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Migration within the Yorkshire region over the 6 months to 19 November 2017. 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
West Yorkshire +35 157 £45,000 +5.88% 11
North Yorkshire +37 44 £45,000 +12.50% 1
South Yorkshire +5 37 £50,000 +17.65% 3
East Yorkshire +1 6 £50,000 -
Migration
England

For the 6 months to 19 November 2017, 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 Yorkshire region with a requirement for Migration.

1 89 (36.03%) SQL
2 78 (31.58%) Data Migration
3 64 (25.91%) Microsoft
4 63 (25.51%) SQL Server
5 62 (25.10%) Finance
6 57 (23.08%) Data Warehouse
7 47 (19.03%) SQL Server Reporting Services
7 47 (19.03%) SQL Server Integration Services
8 43 (17.41%) Agile Software Development
8 43 (17.41%) ETL
9 42 (17.00%) SQL Server Analysis Services
10 39 (15.79%) Data Modelling
11 36 (14.57%) Business Intelligence
12 33 (13.36%) VMware
13 31 (12.55%) Performance Tuning
14 27 (10.93%) SQL Server 2012
15 26 (10.53%) SQL Server 2014
16 25 (10.12%) Office 365
16 25 (10.12%) Amazon AWS
17 24 (9.72%) Microsoft Azure
17 24 (9.72%) Active Directory
17 24 (9.72%) Windows
18 23 (9.31%) Linux
18 23 (9.31%) DevOps
18 23 (9.31%) VMware Infrastructure
19 22 (8.91%) Cisco
19 22 (8.91%) Management Information System
20 21 (8.50%) Retail
20 21 (8.50%) Middleware
20 21 (8.50%) Oracle

Migration
Co-occurring IT Skills in Yorkshire 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 (6.48%) SharePoint
2 9 (3.64%) Skype for Business
3 7 (2.83%) OpenEdge
3 7 (2.83%) SharePoint 2013
4 6 (2.43%) SharePoint 2010
5 5 (2.02%) Exchange Server 2013
6 4 (1.62%) Exchange Server 2010
6 4 (1.62%) MS Exchange
7 2 (0.81%) IIS
7 2 (0.81%) Oracle SOA Suite
7 2 (0.81%) Tomcat
8 1 (0.40%) CMS
8 1 (0.40%) Mule
8 1 (0.40%) OpenStack
8 1 (0.40%) SAS
8 1 (0.40%) SharePoint Server
Applications
1 5 (2.02%) Microsoft Office
2 4 (1.62%) Microsoft Excel
3 1 (0.40%) Microsoft Project
Business Applications
1 5 (2.02%) Dynamics AX
1 5 (2.02%) Dynamics GP
2 2 (0.81%) Dynamics CRM
2 2 (0.81%) Oracle ERP
3 1 (0.40%) Finacle
3 1 (0.40%) Infor M3
3 1 (0.40%) Movex
3 1 (0.40%) Summit
3 1 (0.40%) Temenos T24
3 1 (0.40%) Visualfiles
Cloud Services
1 25 (10.12%) Amazon AWS
1 25 (10.12%) Office 365
2 24 (9.72%) Microsoft Azure
3 11 (4.45%) Google Cloud Platform
4 7 (2.83%) Azure Active Directory
5 4 (1.62%) IaaS
5 4 (1.62%) PaaS
5 4 (1.62%) SaaS
6 1 (0.40%) Cloud Computing
6 1 (0.40%) Mimecast
6 1 (0.40%) Serverless
6 1 (0.40%) Yammer
Communications & Networking
1 11 (4.45%) VoIP
2 10 (4.05%) Skype
3 9 (3.64%) Wireless
4 8 (3.24%) VPN
4 8 (3.24%) WAN
5 7 (2.83%) SAN
6 6 (2.43%) Firewall
6 6 (2.43%) LAN
6 6 (2.43%) MPLS
6 6 (2.43%) NAS
7 5 (2.02%) Internet
8 4 (1.62%) DHCP
8 4 (1.62%) DNS
8 4 (1.62%) Network Security
8 4 (1.62%) SMS
8 4 (1.62%) WLAN
9 3 (1.21%) Cisco IOS
10 2 (0.81%) BT 21CN
10 2 (0.81%) Cisco ASA
10 2 (0.81%) IPstream
Database & Business Intelligence
1 63 (25.51%) SQL Server
2 57 (23.08%) Data Warehouse
3 47 (19.03%) SQL Server Integration Services
3 47 (19.03%) SQL Server Reporting Services
4 42 (17.00%) SQL Server Analysis Services
5 27 (10.93%) SQL Server 2012
6 26 (10.53%) SQL Server 2014
7 15 (6.07%) DataStage
7 15 (6.07%) IBM InfoSphere
8 12 (4.86%) NoSQL
8 12 (4.86%) SAP Data Services
9 11 (4.45%) Oracle Database
9 11 (4.45%) SQL Server 2008
10 8 (3.24%) Enterprise Data Warehouse
11 7 (2.83%) Oracle Database 12c
11 7 (2.83%) Oracle Reports
12 6 (2.43%) Big Data
12 6 (2.43%) QlikView
13 5 (2.02%) Relational Database
13 5 (2.02%) SAP HANA
Development Applications
1 11 (4.45%) Visual Studio
2 8 (3.24%) Talend Open Studio
2 8 (3.24%) Team Foundation Server
3 7 (2.83%) Git (software)
3 7 (2.83%) Oracle Forms
4 4 (1.62%) ERwin
4 4 (1.62%) Jenkins
5 3 (1.21%) Sonatype Nexus
6 2 (0.81%) Eclipse
6 2 (0.81%) GCC
6 2 (0.81%) JBehave
6 2 (0.81%) JIRA
6 2 (0.81%) JUnit
6 2 (0.81%) Ranorex
6 2 (0.81%) Subversion
7 1 (0.40%) Atlassian Bamboo
7 1 (0.40%) Cucumber
7 1 (0.40%) Maven
7 1 (0.40%) Oracle APEX
7 1 (0.40%) Visual Studio Team System
General
1 62 (25.10%) Finance
2 21 (8.50%) Retail
3 15 (6.07%) Manufacturing
4 12 (4.86%) Advertising
5 11 (4.45%) Billing
6 9 (3.64%) Legal
6 9 (3.64%) Local Government
7 8 (3.24%) Military
8 6 (2.43%) Telecoms
9 5 (2.02%) Banking
9 5 (2.02%) Games
9 5 (2.02%) General Ledger
9 5 (2.02%) Pharmaceutical
10 4 (1.62%) Law
11 2 (0.81%) Marketing
11 2 (0.81%) Retail Banking
Job Titles
1 54 (21.86%) Architect
2 36 (14.57%) Consultant
3 34 (13.77%) DBA
3 34 (13.77%) Developer
4 20 (8.10%) Senior DBA
4 20 (8.10%) SQL DBA
5 19 (7.69%) Administrator
6 16 (6.48%) Senior Architect
7 15 (6.07%) Analyst
7 15 (6.07%) Solutions Architect
8 13 (5.26%) Cloud Architect
9 12 (4.86%) Business Intelligence Developer
9 12 (4.86%) Data Architect
9 12 (4.86%) Senior SQL DBA
10 11 (4.45%) SQL Server DBA
11 10 (4.05%) Cloud Consultant
11 10 (4.05%) ETL Developer
11 10 (4.05%) Infrastructure Engineer
11 10 (4.05%) Technical Consultant
12 9 (3.64%) AWS Architect
Libraries, Frameworks & Software Standards
1 21 (8.50%) Middleware
2 19 (7.69%) Web Services
3 12 (4.86%) Java EE
4 8 (3.24%) .NET
5 6 (2.43%) HTML
5 6 (2.43%) Oracle Fusion
6 5 (2.02%) CSS
6 5 (2.02%) ODBC
7 4 (1.62%) AngularJS
7 4 (1.62%) Spring
8 3 (1.21%) ASP.NET
8 3 (1.21%) jQuery
9 2 (0.81%) Ext JS
9 2 (0.81%) Hibernate
9 2 (0.81%) J2EE
9 2 (0.81%) JPA
9 2 (0.81%) LAMP
9 2 (0.81%) Laravel
9 2 (0.81%) Ruby on Rails
9 2 (0.81%) WCF
Miscellaneous
1 22 (8.91%) Management Information System
2 18 (7.29%) Enterprise Software
3 14 (5.67%) Data Structures
4 13 (5.26%) Replication
5 9 (3.64%) Analytical Skills
5 9 (3.64%) Driving Licence
6 6 (2.43%) Fintech
6 6 (2.43%) Mobile App
6 6 (2.43%) Public Cloud
7 5 (2.02%) Data Centre
7 5 (2.02%) Hybrid Cloud
8 4 (1.62%) Clustering
8 4 (1.62%) Virtual Team
9 2 (0.81%) Cloud Native
9 2 (0.81%) Frameworx
9 2 (0.81%) Private Cloud
10 1 (0.40%) Greenfield Project
10 1 (0.40%) Mainframe
10 1 (0.40%) Smart Meter
10 1 (0.40%) Video\Live Streaming
Operating Systems
1 24 (9.72%) Windows
2 23 (9.31%) Linux
3 15 (6.07%) Windows Server
4 10 (4.05%) Unix
5 5 (2.02%) Solaris
5 5 (2.02%) Windows 10
6 4 (1.62%) Windows 7
6 4 (1.62%) Windows Server 2008
7 2 (0.81%) Red Hat Enterprise Linux
7 2 (0.81%) Windows Server 2012
8 1 (0.40%) Windows Server 2003
Processes & Methodologies
1 78 (31.58%) Data Migration
2 43 (17.41%) Agile Software Development
2 43 (17.41%) ETL
3 39 (15.79%) Data Modelling
4 36 (14.57%) Business Intelligence
5 31 (12.55%) Performance Tuning
6 23 (9.31%) DevOps
7 20 (8.10%) Data Management
8 19 (7.69%) SOA
9 18 (7.29%) Analytics
10 17 (6.88%) Change Control
10 17 (6.88%) Project Management
11 16 (6.48%) Database Security
11 16 (6.48%) Enterprise Architecture
12 14 (5.67%) Business Transformation
12 14 (5.67%) ITIL
12 14 (5.67%) SDLC
13 13 (5.26%) Data Strategy
13 13 (5.26%) Stakeholder Management
13 13 (5.26%) TOGAF
Programming Languages
1 89 (36.03%) SQL
2 19 (7.69%) Bash Shell
3 18 (7.29%) Java
4 16 (6.48%) Shell Script
4 16 (6.48%) T-SQL
5 15 (6.07%) PowerShell
6 8 (3.24%) PL/SQL
7 7 (2.83%) C
8 6 (2.43%) JavaScript
9 5 (2.02%) C#
10 4 (1.62%) Python
11 3 (1.21%) Apex Code
12 2 (0.81%) C++
12 2 (0.81%) PHP
12 2 (0.81%) Ruby
12 2 (0.81%) Scala
12 2 (0.81%) VC++
13 1 (0.40%) VB
13 1 (0.40%) VB.NET
13 1 (0.40%) VBScript
Qualifications
1 8 (3.24%) Microsoft Certification
2 7 (2.83%) Cisco Certification
3 6 (2.43%) CCNA
3 6 (2.43%) Degree
4 4 (1.62%) MCSE
5 3 (1.21%) CCNP
5 3 (1.21%) Security Cleared
6 2 (0.81%) MCSD
7 1 (0.40%) APMP
7 1 (0.40%) CCIE
7 1 (0.40%) CCVP
7 1 (0.40%) ISEB
7 1 (0.40%) ISTQB
7 1 (0.40%) ISTQB Foundation Certification
7 1 (0.40%) MCITP
7 1 (0.40%) PMP
7 1 (0.40%) SC Cleared
7 1 (0.40%) Six Sigma Black Belt
7 1 (0.40%) VCAP
7 1 (0.40%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 15 (6.07%) QA
2 14 (5.67%) Data Quality
3 12 (4.86%) SLA
4 4 (1.62%) GDPR
5 3 (1.21%) PCI DSS
6 1 (0.40%) ISO/IEC 27001
System Software
1 24 (9.72%) Active Directory
2 23 (9.31%) VMware Infrastructure
3 8 (3.24%) Hyper-V
4 4 (1.62%) Virtual Machines
4 4 (1.62%) vSphere
5 2 (0.81%) Terminal Server
6 1 (0.40%) Docker
6 1 (0.40%) KVM
6 1 (0.40%) Virtual Servers
6 1 (0.40%) XenApp
Systems Management
1 9 (3.64%) SCOM
2 6 (2.43%) NetBackup
3 5 (2.02%) SCCM
4 4 (1.62%) Data Guard
4 4 (1.62%) Oracle RMAN
4 4 (1.62%) Puppet
5 2 (0.81%) Ansible
5 2 (0.81%) SolarWinds Orion
5 2 (0.81%) vCenter Server
5 2 (0.81%) WSUS
6 1 (0.40%) Cisco CUCM
6 1 (0.40%) Cisco UCCE
6 1 (0.40%) Cisco UCCX
6 1 (0.40%) Opscode Chef
6 1 (0.40%) Terraform
Vendors
1 64 (25.91%) Microsoft
2 33 (13.36%) VMware
3 22 (8.91%) Cisco
4 21 (8.50%) Oracle
5 16 (6.48%) SAP
6 15 (6.07%) IBM
6 15 (6.07%) Netezza
7 12 (4.86%) Tableau
8 11 (4.45%) Google
9 10 (4.05%) HP
9 10 (4.05%) Rackspace
10 8 (3.24%) NetApp
10 8 (3.24%) Talend
10 8 (3.24%) Xerox
11 7 (2.83%) 3PAR
12 6 (2.43%) Brocade
12 6 (2.43%) Veritas
13 5 (2.02%) Sybase
14 3 (1.21%) Citrix
14 3 (1.21%) Salesforce.com