Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in West 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 23 November 2017 with a comparison to the same period in the previous 2 years.

Migration
Yorkshire > West Yorkshire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 119 144 94
Rank change year-on-year +25 -50 +20
Permanent jobs citing Migration 155 150 282
As % of all permanent IT jobs advertised in West Yorkshire 2.27% 1.95% 3.06%
As % of the Processes & Methodologies category 2.48% 2.14% 3.37%
Number of salaries quoted 122 137 224
West Yorkshire median annual salary £45,500 £42,500 £45,000
Median salary % change year-on-year +7.06% -5.56% +5.88%
10th Percentile £30,125 £27,750 £30,000
90th Percentile £72,500 £72,500 £67,500
Yorkshire median annual salary £46,500 £42,500 £45,000
% change year-on-year +9.41% -5.56% +11.11%

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 West Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
West Yorkshire
Permanent vacancies with a requirement for process or methodology skills 6241 7021 8375
As % of all permanent IT jobs advertised in West Yorkshire 91.50% 91.26% 91.00%
Number of salaries quoted 5245 6016 6720
West Yorkshire median annual salary £42,500 £42,500 £42,000
Median salary % change year-on-year - +1.19% +5.00%
10th Percentile £26,750 £26,750 £26,250
90th Percentile £61,900 £65,000 £60,000
Yorkshire median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% +1.27%

Migration
Job Vacancy Trend in West Yorkshire

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

Job vacancy trend for Migration in West Yorkshire

Migration
Salary Trend in West Yorkshire

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

Salary trend for Migration in West Yorkshire

Migration
Salary Histogram in West Yorkshire

The salary distribution of IT jobs citing Migration in West Yorkshire over the 6 months to 23 November 2017.

Salary histogram for Migration in West Yorkshire

Migration
Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Migration within the West Yorkshire region over the 6 months to 23 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
Leeds +24 116 £47,500 +11.76% 12
Wakefield +12 14 £25,000 -12.28% 1
Bradford +6 14 £45,000 +12.50% 1
Halifax +34 9 £34,720 -26.91% 1
Wetherby +15 1 £31,000 -
Migration
Yorkshire

For the 6 months to 23 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 West Yorkshire region with a requirement for Migration.

1 57 (36.77%) SQL
2 46 (29.68%) Data Migration
3 42 (27.10%) Data Warehouse
4 40 (25.81%) SQL Server
5 39 (25.16%) Microsoft
6 38 (24.52%) ETL
6 38 (24.52%) Finance
7 35 (22.58%) SQL Server Reporting Services
7 35 (22.58%) SQL Server Integration Services
8 30 (19.35%) SQL Server Analysis Services
9 25 (16.13%) SQL Server 2012
9 25 (16.13%) SQL Server 2014
10 23 (14.84%) Business Intelligence
10 23 (14.84%) Agile Software Development
10 23 (14.84%) VMware
11 22 (14.19%) Data Modelling
12 20 (12.90%) Cisco
13 19 (12.26%) Linux
13 19 (12.26%) Management Information System
13 19 (12.26%) Amazon AWS
14 18 (11.61%) Performance Tuning
14 18 (11.61%) Retail
15 17 (10.97%) Windows
16 16 (10.32%) Shell Script
16 16 (10.32%) Change Control
17 15 (9.68%) Bash Shell
17 15 (9.68%) DevOps
17 15 (9.68%) IBM InfoSphere
17 15 (9.68%) Database Security
17 15 (9.68%) Data Structures

Migration
Co-occurring IT Skills in West 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 7 (4.52%) OpenEdge
1 7 (4.52%) SharePoint
2 3 (1.94%) Exchange Server 2010
2 3 (1.94%) MS Exchange
3 2 (1.29%) Oracle SOA Suite
3 2 (1.29%) SharePoint 2010
3 2 (1.29%) SharePoint 2013
3 2 (1.29%) Skype for Business
3 2 (1.29%) Tomcat
4 1 (0.65%) CMS
4 1 (0.65%) Exchange Server 2013
4 1 (0.65%) IIS
4 1 (0.65%) Mule
4 1 (0.65%) OpenStack
4 1 (0.65%) SharePoint Server
Applications
1 2 (1.29%) Microsoft Excel
2 1 (0.65%) Microsoft Office
Business Applications
1 3 (1.94%) Dynamics AX
1 3 (1.94%) Dynamics GP
2 2 (1.29%) Dynamics CRM
Cloud Services
1 19 (12.26%) Amazon AWS
2 13 (8.39%) Microsoft Azure
3 10 (6.45%) Office 365
4 9 (5.81%) Google Cloud Platform
5 2 (1.29%) SaaS
6 1 (0.65%) IaaS
6 1 (0.65%) Mimecast
6 1 (0.65%) PaaS
Communications & Networking
1 9 (5.81%) VoIP
2 7 (4.52%) WAN
2 7 (4.52%) Wireless
3 6 (3.87%) Firewall
3 6 (3.87%) LAN
3 6 (3.87%) MPLS
4 5 (3.23%) Internet
5 4 (2.58%) DHCP
5 4 (2.58%) DNS
5 4 (2.58%) Network Security
5 4 (2.58%) WLAN
6 3 (1.94%) Cisco IOS
7 2 (1.29%) Cisco ASA
7 2 (1.29%) Cisco Nexus
7 2 (1.29%) SMS
7 2 (1.29%) VLAN
8 1 (0.65%) DMVPN
8 1 (0.65%) NetScaler
8 1 (0.65%) Skype
8 1 (0.65%) Unified Communications
Database & Business Intelligence
1 42 (27.10%) Data Warehouse
2 40 (25.81%) SQL Server
3 35 (22.58%) SQL Server Integration Services
3 35 (22.58%) SQL Server Reporting Services
4 30 (19.35%) SQL Server Analysis Services
5 25 (16.13%) SQL Server 2012
5 25 (16.13%) SQL Server 2014
6 15 (9.68%) DataStage
6 15 (9.68%) IBM InfoSphere
7 9 (5.81%) SQL Server 2008
8 8 (5.16%) Enterprise Data Warehouse
9 7 (4.52%) SAP Data Services
10 6 (3.87%) QlikView
11 5 (3.23%) Oracle Database
11 5 (3.23%) Oracle Reports
12 3 (1.94%) Big Data
12 3 (1.94%) Relational Database
13 2 (1.29%) BusinessObjects
13 2 (1.29%) Hadoop
13 2 (1.29%) MySQL
Development Applications
1 8 (5.16%) Talend Open Studio
1 8 (5.16%) Team Foundation Server
1 8 (5.16%) Visual Studio
2 4 (2.58%) Git (software)
3 3 (1.94%) Jenkins
3 3 (1.94%) Sonatype Nexus
4 2 (1.29%) Eclipse
4 2 (1.29%) GCC
4 2 (1.29%) JBehave
4 2 (1.29%) JIRA
4 2 (1.29%) JUnit
4 2 (1.29%) Ranorex
4 2 (1.29%) Subversion
5 1 (0.65%) Cucumber
5 1 (0.65%) Gradle
5 1 (0.65%) Maven
5 1 (0.65%) Oracle APEX
5 1 (0.65%) Oracle Forms
5 1 (0.65%) Travis CI
5 1 (0.65%) Wercker
General
1 38 (24.52%) Finance
2 18 (11.61%) Retail
3 14 (9.03%) Manufacturing
4 10 (6.45%) Advertising
5 9 (5.81%) Legal
5 9 (5.81%) Local Government
6 8 (5.16%) Billing
6 8 (5.16%) Military
7 5 (3.23%) Games
8 4 (2.58%) Law
8 4 (2.58%) Telecoms
9 3 (1.94%) Banking
9 3 (1.94%) General Ledger
9 3 (1.94%) Pharmaceutical
Job Titles
1 32 (20.65%) Architect
2 29 (18.71%) Developer
3 19 (12.26%) Consultant
4 16 (10.32%) Senior Architect
5 15 (9.68%) Administrator
6 13 (8.39%) DBA
7 12 (7.74%) Senior DBA
8 11 (7.10%) Business Intelligence Developer
9 10 (6.45%) Cloud Architect
9 10 (6.45%) ETL Developer
10 9 (5.81%) AWS Architect
10 9 (5.81%) AWS Consultant
10 9 (5.81%) Cloud Consultant
10 9 (5.81%) Senior Consultant
10 9 (5.81%) Web Architect
10 9 (5.81%) Web Consultant
11 8 (5.16%) Operations Manager
11 8 (5.16%) SQL DBA
12 7 (4.52%) Data Warehouse Developer
12 7 (4.52%) SQL Developer
Libraries, Frameworks & Software Standards
1 11 (7.10%) Middleware
1 11 (7.10%) Web Services
2 6 (3.87%) .NET
3 5 (3.23%) ODBC
4 2 (1.29%) CSS
4 2 (1.29%) Ext JS
4 2 (1.29%) Hibernate
4 2 (1.29%) HTML
4 2 (1.29%) J2EE
4 2 (1.29%) Java EE
4 2 (1.29%) JPA
4 2 (1.29%) LAMP
4 2 (1.29%) LAPP Stack
4 2 (1.29%) Node.js
4 2 (1.29%) Oracle Fusion
4 2 (1.29%) Ruby on Rails
4 2 (1.29%) Spring
5 1 (0.65%) AngularJS
5 1 (0.65%) ASP.NET Web API
5 1 (0.65%) REST
Miscellaneous
1 19 (12.26%) Management Information System
2 15 (9.68%) Data Structures
3 12 (7.74%) Enterprise Software
4 11 (7.10%) Replication
5 9 (5.81%) Analytical Skills
6 6 (3.87%) Public Cloud
7 5 (3.23%) Driving Licence
7 5 (3.23%) Fintech
8 4 (2.58%) Virtual Team
9 3 (1.94%) Hybrid Cloud
10 2 (1.29%) Cloud Native
10 2 (1.29%) Data Centre
10 2 (1.29%) Private Cloud
11 1 (0.65%) Clustering
11 1 (0.65%) Greenfield Project
Operating Systems
1 19 (12.26%) Linux
2 17 (10.97%) Windows
3 11 (7.10%) Windows Server
4 5 (3.23%) Unix
5 4 (2.58%) Windows 10
5 4 (2.58%) Windows 7
5 4 (2.58%) Windows Server 2008
6 2 (1.29%) Red Hat Enterprise Linux
6 2 (1.29%) Windows Server 2012
7 1 (0.65%) Solaris
7 1 (0.65%) Windows Server 2003
Processes & Methodologies
1 46 (29.68%) Data Migration
2 38 (24.52%) ETL
3 23 (14.84%) Agile Software Development
3 23 (14.84%) Business Intelligence
4 22 (14.19%) Data Modelling
5 18 (11.61%) Performance Tuning
6 16 (10.32%) Change Control
7 15 (9.68%) Database Security
7 15 (9.68%) DevOps
8 13 (8.39%) SOA
9 12 (7.74%) Stakeholder Management
10 11 (7.10%) Analytics
10 11 (7.10%) Project Management
11 10 (6.45%) Capacity Management
11 10 (6.45%) Disaster Recovery
11 10 (6.45%) Open Source
11 10 (6.45%) Service Delivery
12 9 (5.81%) ITIL
12 9 (5.81%) UML
12 9 (5.81%) Use Case
Programming Languages
1 57 (36.77%) SQL
2 16 (10.32%) Shell Script
3 15 (9.68%) Bash Shell
4 11 (7.10%) Java
5 6 (3.87%) C
5 6 (3.87%) PowerShell
6 4 (2.58%) JavaScript
6 4 (2.58%) Python
6 4 (2.58%) T-SQL
7 3 (1.94%) C#
8 2 (1.29%) Apex Code
8 2 (1.29%) C++
8 2 (1.29%) PL/SQL
8 2 (1.29%) Ruby
8 2 (1.29%) Scala
8 2 (1.29%) VC++
9 1 (0.65%) VB
9 1 (0.65%) VBA
9 1 (0.65%) VBScript
Qualifications
1 7 (4.52%) Cisco Certification
2 6 (3.87%) CCNA
2 6 (3.87%) Microsoft Certification
3 4 (2.58%) MCSE
4 3 (1.94%) CCNP
4 3 (1.94%) Degree
4 3 (1.94%) Security Cleared
5 1 (0.65%) APMP
5 1 (0.65%) CCIE
5 1 (0.65%) CCNP Voice
5 1 (0.65%) CCVP
5 1 (0.65%) ISEB
5 1 (0.65%) ISTQB
5 1 (0.65%) ISTQB Foundation Certification
5 1 (0.65%) MCITP
5 1 (0.65%) Numerate Degree
5 1 (0.65%) SC Cleared
5 1 (0.65%) VCAP
5 1 (0.65%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 15 (9.68%) QA
2 10 (6.45%) SLA
3 3 (1.94%) PCI DSS
4 2 (1.29%) Data Quality
4 2 (1.29%) GDPR
5 1 (0.65%) ISO/IEC 27001
System Software
1 13 (8.39%) VMware Infrastructure
2 12 (7.74%) Active Directory
3 4 (2.58%) vSphere
4 2 (1.29%) Hyper-V
4 2 (1.29%) Terminal Server
5 1 (0.65%) KVM
5 1 (0.65%) Virtual Servers
5 1 (0.65%) XenApp
Systems Management
1 9 (5.81%) SCOM
2 5 (3.23%) SCCM
3 3 (1.94%) Puppet
4 2 (1.29%) SolarWinds Orion
4 2 (1.29%) vCenter Server
4 2 (1.29%) WSUS
5 1 (0.65%) Ansible
5 1 (0.65%) Cisco CUCM
5 1 (0.65%) Cisco UCCE
5 1 (0.65%) Cisco UCCX
5 1 (0.65%) Opscode Chef
Vendors
1 39 (25.16%) Microsoft
2 23 (14.84%) VMware
3 20 (12.90%) Cisco
4 15 (9.68%) IBM
4 15 (9.68%) Netezza
5 13 (8.39%) Oracle
6 12 (7.74%) SAP
6 12 (7.74%) Tableau
7 10 (6.45%) Rackspace
8 9 (5.81%) Google
9 8 (5.16%) Talend
9 8 (5.16%) Xerox
10 4 (2.58%) HP
10 4 (2.58%) MicroStrategy
11 3 (1.94%) Citrix
12 2 (1.29%) Dell
12 2 (1.29%) F5
12 2 (1.29%) NetApp
12 2 (1.29%) Red Hat
12 2 (1.29%) Salesforce.com