Period
to 24 February 2018

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 24 February 2018 with a comparison to the same period in the previous 2 years.

Migration
Yorkshire > West Yorkshire
6 months to
24 Feb 2018
Same period 2017 Same period 2016
Rank 114 133 98
Rank change year-on-year +19 -35 -14
Permanent jobs citing Migration 155 157 259
As % of all permanent IT jobs advertised in West Yorkshire 2.26% 2.16% 2.88%
As % of the Processes & Methodologies category 2.47% 2.39% 3.20%
Number of salaries quoted 113 142 201
West Yorkshire median annual salary £45,500 £42,500 £45,000
Median salary % change year-on-year +7.06% -5.56% -10.00%
10th Percentile £31,250 £30,750 £30,000
90th Percentile £72,500 £72,250 £70,000
Yorkshire median annual salary £50,000 £42,250 £42,500
% change year-on-year +18.34% -0.59% -15.00%

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 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 6,266 6,567 8,082
As % of all permanent IT jobs advertised in West Yorkshire 91.37% 90.32% 89.89%
Number of salaries quoted 5,345 5,715 6,639
West Yorkshire median annual salary £43,000 £42,500 £42,000
Median salary % change year-on-year +1.18% +1.19% +5.00%
10th Percentile £27,500 £26,750 £27,500
90th Percentile £60,250 £62,000 £60,000
Yorkshire median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% -

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 24 February 2018.

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 24 February 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
Leeds -2 90 £53,750 +26.47% 15
Bradford +19 43 £43,750 +9.38% 3
Wakefield +4 13 £25,000 -41.18%
Halifax +24 5 £36,110 - 1
Brighouse - 2 £42,500 -
Wetherby - 1 £31,000 - 1
Migration
Yorkshire

For the 6 months to 24 February 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 West Yorkshire region with a requirement for Migration.

1 58 (37.42%) Microsoft
2 47 (30.32%) SQL
3 46 (29.68%) SQL Server
4 43 (27.74%) SQL Server Reporting Services
4 43 (27.74%) SQL Server Integration Services
5 42 (27.10%) Agile Software Development
5 42 (27.10%) Finance
6 39 (25.16%) SQL Server Analysis Services
7 34 (21.94%) Business Intelligence
8 33 (21.29%) Data Migration
9 25 (16.13%) Analytical Skills
10 24 (15.48%) ETL
11 23 (14.84%) Data Warehouse
12 22 (14.19%) Windows
13 20 (12.90%) Microsoft Azure
14 19 (12.26%) Advertising
15 18 (11.61%) Stakeholder Management
15 18 (11.61%) Active Directory
15 18 (11.61%) Amazon AWS
15 18 (11.61%) DevOps
16 17 (10.97%) Office 365
16 17 (10.97%) SQL Server 2012
16 17 (10.97%) SQL Server 2014
16 17 (10.97%) Retail
17 16 (10.32%) Manufacturing
17 16 (10.32%) Project Management
17 16 (10.32%) Enterprise Software
17 16 (10.32%) Tableau
17 16 (10.32%) Windows Server
18 15 (9.68%) Analytics

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 6 (3.87%) SharePoint
2 3 (1.94%) OpenEdge
3 2 (1.29%) Exchange Server 2010
3 2 (1.29%) MS Exchange
3 2 (1.29%) Oracle SOA Suite
4 1 (0.65%) Apache
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 2010
4 1 (0.65%) SharePoint 2013
4 1 (0.65%) SharePoint Server
4 1 (0.65%) Skype for Business
Applications
1 2 (1.29%) Microsoft Excel
2 1 (0.65%) Microsoft Office
Business Applications
1 2 (1.29%) Dynamics CRM
2 1 (0.65%) Dynamics AX
2 1 (0.65%) Dynamics GP
2 1 (0.65%) Sage X3
Cloud Services
1 20 (12.90%) Microsoft Azure
2 18 (11.61%) Amazon AWS
3 17 (10.97%) Office 365
4 12 (7.74%) SaaS
5 9 (5.81%) Azure Active Directory
5 9 (5.81%) Google Cloud Platform
6 3 (1.94%) OneDrive
7 1 (0.65%) IaaS
7 1 (0.65%) Mimecast
7 1 (0.65%) PaaS
Communications & Networking
1 11 (7.10%) VoIP
2 10 (6.45%) LAN
2 10 (6.45%) WAN
3 7 (4.52%) Firewall
3 7 (4.52%) MPLS
3 7 (4.52%) Network Security
3 7 (4.52%) Wireless
4 6 (3.87%) WLAN
5 5 (3.23%) DHCP
5 5 (3.23%) DNS
5 5 (3.23%) Internet
6 3 (1.94%) TCP/IP
7 2 (1.29%) Cisco ASA
7 2 (1.29%) Cisco IOS
8 1 (0.65%) SAN
8 1 (0.65%) Skype
8 1 (0.65%) SMS
8 1 (0.65%) Unified Communications
Database & Business Intelligence
1 46 (29.68%) SQL Server
2 43 (27.74%) SQL Server Integration Services
2 43 (27.74%) SQL Server Reporting Services
3 39 (25.16%) SQL Server Analysis Services
4 23 (14.84%) Data Warehouse
5 17 (10.97%) SQL Server 2012
5 17 (10.97%) SQL Server 2014
6 12 (7.74%) Enterprise Data Warehouse
7 6 (3.87%) QlikView
8 4 (2.58%) Relational Database
9 3 (1.94%) Big Data
9 3 (1.94%) BusinessObjects
9 3 (1.94%) SAP BW
9 3 (1.94%) SAP Data Services
9 3 (1.94%) SAP HANA
9 3 (1.94%) SQL Server 2008
10 2 (1.29%) Hadoop
10 2 (1.29%) Oracle Database
10 2 (1.29%) Oracle ODI
10 2 (1.29%) Star Schema
Development Applications
1 13 (8.39%) SQL Server Management Studio (SSMS)
2 12 (7.74%) Team Foundation Server
2 12 (7.74%) Visual Studio
3 3 (1.94%) Oracle Forms
4 2 (1.29%) Eclipse
5 1 (0.65%) Cucumber
5 1 (0.65%) Git (software)
5 1 (0.65%) Gradle
5 1 (0.65%) Jenkins
5 1 (0.65%) Maven
5 1 (0.65%) Sonatype Nexus
5 1 (0.65%) Travis CI
5 1 (0.65%) Wercker
General
1 42 (27.10%) Finance
2 19 (12.26%) Advertising
3 17 (10.97%) Retail
4 16 (10.32%) Manufacturing
5 9 (5.81%) Local Government
6 8 (5.16%) Billing
6 8 (5.16%) Military
7 4 (2.58%) Telecoms
8 3 (1.94%) Banking
8 3 (1.94%) Games
8 3 (1.94%) Legal
9 2 (1.29%) Law
9 2 (1.29%) Retail Banking
10 1 (0.65%) General Ledger
10 1 (0.65%) Marketing
10 1 (0.65%) Pharmaceutical
Job Titles
1 31 (20.00%) Architect
1 31 (20.00%) Developer
2 15 (9.68%) Cloud Architect
3 14 (9.03%) Analyst
3 14 (9.03%) ETL Developer
3 14 (9.03%) Senior Architect
4 13 (8.39%) Business Intelligence Developer
4 13 (8.39%) Database Manager
5 11 (7.10%) Consultant
5 11 (7.10%) Migration Specialist
5 11 (7.10%) Project Manager
6 9 (5.81%) AWS Architect
6 9 (5.81%) AWS Consultant
6 9 (5.81%) Business Analyst
6 9 (5.81%) Cloud Consultant
6 9 (5.81%) Implementation Specialist
6 9 (5.81%) Office 365 Specialist
6 9 (5.81%) SQL Developer
6 9 (5.81%) Web Architect
6 9 (5.81%) Web Consultant
Libraries, Frameworks & Software Standards
1 12 (7.74%) Web Services
2 9 (5.81%) Middleware
3 7 (4.52%) J2EE
3 7 (4.52%) Java EE
4 2 (1.29%) .NET
4 2 (1.29%) CSS
4 2 (1.29%) Hibernate
4 2 (1.29%) HTML
4 2 (1.29%) jQuery
4 2 (1.29%) JSF
4 2 (1.29%) ODBC
4 2 (1.29%) Spring
4 2 (1.29%) Struts
5 1 (0.65%) AngularJS
5 1 (0.65%) ASP.NET
5 1 (0.65%) LAMP
5 1 (0.65%) Laravel
5 1 (0.65%) REST
5 1 (0.65%) Twitter Bootstrap
5 1 (0.65%) WireMock
Miscellaneous
1 25 (16.13%) Analytical Skills
2 16 (10.32%) Enterprise Software
3 14 (9.03%) Management Information System
4 11 (7.10%) Data Structures
5 4 (2.58%) Replication
5 4 (2.58%) User Experience
5 4 (2.58%) Virtual Team
6 3 (1.94%) Clustering
6 3 (1.94%) Data Centre
6 3 (1.94%) Data Protection Act
6 3 (1.94%) N-Tier
7 1 (0.65%) Cloud Native
7 1 (0.65%) Driving Licence
7 1 (0.65%) Hybrid Cloud
7 1 (0.65%) Private Cloud
7 1 (0.65%) Public Cloud
Operating Systems
1 22 (14.19%) Windows
2 16 (10.32%) Windows Server
3 7 (4.52%) Windows Server 2008
4 5 (3.23%) Windows Server 2012
5 4 (2.58%) Windows Server 2003
6 3 (1.94%) Linux
6 3 (1.94%) Unix
6 3 (1.94%) Windows 10
7 2 (1.29%) Windows 7
Processes & Methodologies
1 42 (27.10%) Agile Software Development
2 34 (21.94%) Business Intelligence
3 33 (21.29%) Data Migration
4 24 (15.48%) ETL
5 18 (11.61%) DevOps
5 18 (11.61%) Stakeholder Management
6 16 (10.32%) Project Management
7 15 (9.68%) Analytics
7 15 (9.68%) Data Integration
8 14 (9.03%) Data Modelling
9 13 (8.39%) Software Delivery
9 13 (8.39%) Stakeholder Engagement
10 11 (7.10%) Network Architecture
10 11 (7.10%) SOA
10 11 (7.10%) Technical Architecture
10 11 (7.10%) Waterfall
11 10 (6.45%) Enterprise Architecture
11 10 (6.45%) Programme Management
11 10 (6.45%) Scrum
11 10 (6.45%) UML
Programming Languages
1 47 (30.32%) SQL
2 14 (9.03%) Java
3 6 (3.87%) T-SQL
4 5 (3.23%) PowerShell
5 4 (2.58%) C
6 2 (1.29%) JavaScript
7 1 (0.65%) C#
7 1 (0.65%) PHP
7 1 (0.65%) PL/SQL
7 1 (0.65%) VB
7 1 (0.65%) VB6
Qualifications
1 13 (8.39%) Microsoft Certification
2 11 (7.10%) MCSE
3 10 (6.45%) MCSA
4 4 (2.58%) CCNA
4 4 (2.58%) Cisco Certification
5 3 (1.94%) ITIL Certification
5 3 (1.94%) Security Cleared
6 2 (1.29%) APMP
6 2 (1.29%) CCNP
6 2 (1.29%) Degree
7 1 (0.65%) ISEB
7 1 (0.65%) ISTQB
7 1 (0.65%) ISTQB Foundation Certification
7 1 (0.65%) Numerate Degree
7 1 (0.65%) PRINCE2 Certification
7 1 (0.65%) SC Cleared
Quality Assurance & Compliance
1 15 (9.68%) SLA
2 13 (8.39%) GDPR
3 7 (4.52%) Data Quality
4 4 (2.58%) QA
5 1 (0.65%) ISO/IEC 27001
5 1 (0.65%) PCI DSS
System Software
1 18 (11.61%) Active Directory
2 4 (2.58%) VMware Infrastructure
3 1 (0.65%) KVM
3 1 (0.65%) Microsoft App-V
3 1 (0.65%) Virtual Servers
3 1 (0.65%) vSphere
Systems Management
1 5 (3.23%) SCCM
2 4 (2.58%) SCOM
3 3 (1.94%) Single Sign-On
4 1 (0.65%) Ansible
4 1 (0.65%) Opscode Chef
4 1 (0.65%) Puppet
Vendors
1 58 (37.42%) Microsoft
2 16 (10.32%) Tableau
3 14 (9.03%) Cisco
4 13 (8.39%) VMware
5 12 (7.74%) Talend
6 11 (7.10%) SAP
7 9 (5.81%) Google
7 9 (5.81%) Oracle
7 9 (5.81%) Rackspace
8 8 (5.16%) Xerox
9 4 (2.58%) MicroStrategy
10 3 (1.94%) Capita
11 2 (1.29%) Citrix
11 2 (1.29%) F5
11 2 (1.29%) HP
11 2 (1.29%) NetApp
12 1 (0.65%) Hitachi
12 1 (0.65%) MobileIron
12 1 (0.65%) Novell
12 1 (0.65%) Sage