Period
to 19 November 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 19 November 2018 with a comparison to the same period in the previous 2 years.

Migration
Yorkshire > West Yorkshire
6 months to
19 Nov 2018
Same period 2017 Same period 2016
Rank 113 119 154
Rank change year-on-year +6 +35 -66
Permanent jobs citing Migration 141 157 144
As % of all permanent IT jobs advertised in West Yorkshire 2.59% 2.34% 1.89%
As % of the Processes & Methodologies category 2.83% 2.51% 2.03%
Number of salaries quoted 109 124 131
West Yorkshire median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -5.56%
10th Percentile £31,250 £30,375 £27,750
90th Percentile £70,000 £72,500 £72,500
Yorkshire median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -5.56%

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 4,984 6,257 7,081
As % of all permanent IT jobs advertised in West Yorkshire 91.43% 93.22% 93.06%
Number of salaries quoted 4,115 5,268 6,068
West Yorkshire median annual salary £44,000 £42,500 £42,500
Median salary % change year-on-year +3.53% - +2.41%
10th Percentile £26,250 £26,750 £26,250
90th Percentile £62,500 £61,400 £63,750
Yorkshire median annual salary £42,500 £42,500 £40,500
% change year-on-year - +4.94% +1.25%

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 19 November 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 19 November 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 -14 78 £52,500 +10.53% 26
Wakefield -1 21 £40,000 +60.00%
Bradford +27 16 £39,500 -12.22% 5
Halifax +3 9 £75,000 +116.01% 3
Batley - 2 - -
Wetherby -6 1 £31,500 +1.61% 1
Migration
Yorkshire

For the 6 months to 19 November 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 50 (35.46%) SQL
2 44 (31.21%) SQL Server
3 41 (29.08%) Microsoft Azure
4 39 (27.66%) Finance
5 38 (26.95%) Data Migration
6 37 (26.24%) Windows
7 36 (25.53%) VMware
7 36 (25.53%) Amazon AWS
8 32 (22.70%) Windows Server
8 32 (22.70%) Active Directory
9 31 (21.99%) Microsoft
10 25 (17.73%) ITIL
11 23 (16.31%) Cisco
12 22 (15.60%) T-SQL
12 22 (15.60%) SaaS
12 22 (15.60%) DevOps
13 20 (14.18%) Project Management
13 20 (14.18%) Web Services
13 20 (14.18%) Retail
13 20 (14.18%) VMware Infrastructure
14 19 (13.48%) Agile Software Development
15 18 (12.77%) SharePoint
15 18 (12.77%) SAN
16 17 (12.06%) ERP
16 17 (12.06%) Deployment Automation
17 16 (11.35%) Infrastructure Engineering
17 16 (11.35%) C#
17 16 (11.35%) .NET
18 15 (10.64%) ETL
18 15 (10.64%) Public Cloud

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 18 (12.77%) SharePoint
2 13 (9.22%) MS Exchange
3 12 (8.51%) Exchange Server 2010
4 11 (7.80%) IIS
5 9 (6.38%) Apache Solr
5 9 (6.38%) Elasticsearch
6 3 (2.13%) SAS
6 3 (2.13%) SharePoint 2013
7 2 (1.42%) Exchange Server 2013
7 2 (1.42%) Skype for Business
7 2 (1.42%) Tomcat
8 1 (0.71%) nginx
Applications
1 8 (5.67%) Microsoft Excel
2 5 (3.55%) Microsoft PowerPoint
2 5 (3.55%) MS Visio
3 2 (1.42%) Microsoft Project
4 1 (0.71%) GIMP
4 1 (0.71%) Photoshop
Business Applications
1 2 (1.42%) Dynamics AX
1 2 (1.42%) Oracle EBS R12
2 1 (0.71%) Dynamics CRM
2 1 (0.71%) Dynamics NAV
2 1 (0.71%) iTrent
2 1 (0.71%) Magento
2 1 (0.71%) Oracle ERP
2 1 (0.71%) ResourceLink
2 1 (0.71%) Sage 200
2 1 (0.71%) SAP HR
2 1 (0.71%) SnowdropKCS
Cloud Services
1 41 (29.08%) Microsoft Azure
2 36 (25.53%) Amazon AWS
3 22 (15.60%) SaaS
4 13 (9.22%) Office 365
5 7 (4.96%) Google Cloud Platform
6 5 (3.55%) Dynamics 365
7 2 (1.42%) AWS CloudFormation
7 2 (1.42%) OneDrive
8 1 (0.71%) G Suite
8 1 (0.71%) IaaS
Communications & Networking
1 18 (12.77%) SAN
2 9 (6.38%) Intranet
2 9 (6.38%) MPLS
3 7 (4.96%) Firewall
4 6 (4.26%) DNS
4 6 (4.26%) Internet
5 5 (3.55%) Cisco ASA
5 5 (3.55%) Cisco Firepower
5 5 (3.55%) IPsec
5 5 (3.55%) TCP/IP
5 5 (3.55%) VPN
6 4 (2.84%) DHCP
7 2 (1.42%) LAN
7 2 (1.42%) SMS
7 2 (1.42%) WAN
7 2 (1.42%) Wi-Fi
8 1 (0.71%) iSCSI
8 1 (0.71%) Skype
8 1 (0.71%) VoIP
Database & Business Intelligence
1 44 (31.21%) SQL Server
2 13 (9.22%) Data Warehouse
3 11 (7.80%) SQL Server Integration Services
4 8 (5.67%) SQL Server 2016
5 5 (3.55%) SQL Server 2012
5 5 (3.55%) SQL Server Reporting Services
6 4 (2.84%) Relational Database
6 4 (2.84%) SQL Server 2008
6 4 (2.84%) SQL Server 2014
6 4 (2.84%) SQL Server Analysis Services
7 3 (2.13%) NoSQL
8 2 (1.42%) MongoDB
9 1 (0.71%) Crystal Reports
9 1 (0.71%) MySQL
9 1 (0.71%) QlikView
9 1 (0.71%) Redis
9 1 (0.71%) Star Schema
Development Applications
1 4 (2.84%) SQL Server Management Studio (SSMS)
2 1 (0.71%) Bundler
2 1 (0.71%) Git (software)
2 1 (0.71%) gulp
2 1 (0.71%) Octopus Deploy
2 1 (0.71%) TeamCity
2 1 (0.71%) Visual Studio
General
1 39 (27.66%) Finance
2 20 (14.18%) Retail
3 12 (8.51%) Telecoms
4 5 (3.55%) Local Government
4 5 (3.55%) Manufacturing
5 3 (2.13%) Legal
6 2 (1.42%) Advertising
6 2 (1.42%) Back Office
7 1 (0.71%) Banking
7 1 (0.71%) Billing
7 1 (0.71%) Games
7 1 (0.71%) General Ledger
7 1 (0.71%) Law
7 1 (0.71%) Publishing
Job Titles
1 22 (15.60%) Architect
2 16 (11.35%) Consultant
2 16 (11.35%) Developer
3 13 (9.22%) IT Manager
4 11 (7.80%) Analyst
4 11 (7.80%) Project Manager
5 9 (6.38%) Infrastructure Engineer
6 8 (5.67%) DevOps Engineer
6 8 (5.67%) Infrastructure Manager
6 8 (5.67%) Team Leader
7 6 (4.26%) .NET Developer
7 6 (4.26%) 3rd Line Engineer
7 6 (4.26%) 3rd Line Support
7 6 (4.26%) 3rd Line Support Engineer
7 6 (4.26%) Applications Support
7 6 (4.26%) Data Engineer
7 6 (4.26%) Support Engineer
8 5 (3.55%) IT Project Manager
8 5 (3.55%) Lead Developer
8 5 (3.55%) Senior Developer
Libraries, Frameworks & Software Standards
1 20 (14.18%) Web Services
2 16 (11.35%) .NET
3 11 (7.80%) REST
4 10 (7.09%) XML
5 9 (6.38%) Elastic Stack
5 9 (6.38%) Lucene
6 8 (5.67%) ASP.NET
7 5 (3.55%) Middleware
8 4 (2.84%) .NET Framework
8 4 (2.84%) ASP.NET Web API
8 4 (2.84%) Entity Framework
8 4 (2.84%) MSMQ
8 4 (2.84%) RabbitMQ
9 3 (2.13%) ADO.NET
9 3 (2.13%) JSON
9 3 (2.13%) XSD
10 2 (1.42%) AngularJS
10 2 (1.42%) ASP.NET MVC
10 2 (1.42%) CSS
11 1 (0.71%) RESTful
Miscellaneous
1 15 (10.64%) Public Cloud
2 14 (9.93%) Management Information System
3 10 (7.09%) Analytical Skills
4 8 (5.67%) Replication
5 5 (3.55%) Enterprise Software
5 5 (3.55%) EPoS
6 4 (2.84%) Data Centre
7 3 (2.13%) Client/Server
7 3 (2.13%) Computer Science
8 2 (1.42%) Hybrid Cloud
9 1 (0.71%) Enterprise Cloud
9 1 (0.71%) FMCG
9 1 (0.71%) Linux Command Line
9 1 (0.71%) Mainframe
9 1 (0.71%) User Experience
Operating Systems
1 37 (26.24%) Windows
2 32 (22.70%) Windows Server
3 13 (9.22%) Linux
4 12 (8.51%) Windows Server 2012
5 6 (4.26%) VMS
6 5 (3.55%) HPUX
6 5 (3.55%) Windows XP
7 2 (1.42%) Unix
8 1 (0.71%) Android
8 1 (0.71%) Apple iOS
8 1 (0.71%) Debian
8 1 (0.71%) Ubuntu
Processes & Methodologies
1 38 (26.95%) Data Migration
2 25 (17.73%) ITIL
3 22 (15.60%) DevOps
4 20 (14.18%) Project Management
5 19 (13.48%) Agile Software Development
6 17 (12.06%) Deployment Automation
6 17 (12.06%) ERP
7 16 (11.35%) Infrastructure Engineering
8 15 (10.64%) ETL
9 14 (9.93%) Service Delivery
10 13 (9.22%) Capacity Planning
10 13 (9.22%) Stakeholder Management
11 12 (8.51%) Disaster Recovery
11 12 (8.51%) PRINCE2
12 11 (7.80%) Analytics
12 11 (7.80%) Business Intelligence
12 11 (7.80%) Coaching
12 11 (7.80%) Risk Management
13 9 (6.38%) Business Analysis
13 9 (6.38%) Data Extraction
Programming Languages
1 50 (35.46%) SQL
2 22 (15.60%) T-SQL
3 16 (11.35%) C#
4 12 (8.51%) PowerShell
5 10 (7.09%) Python
6 7 (4.96%) JavaScript
7 6 (4.26%) PHP
8 3 (2.13%) Java
8 3 (2.13%) Ruby
9 2 (1.42%) C
9 2 (1.42%) R
9 2 (1.42%) VB.NET
10 1 (0.71%) Bash Shell
10 1 (0.71%) Perl
Qualifications
1 13 (9.22%) Cisco Certification
2 12 (8.51%) CCNA
3 7 (4.96%) MCSA
3 7 (4.96%) Microsoft Certification
3 7 (4.96%) VMware Certified Professional (VCP)
4 6 (4.26%) SC Cleared
4 6 (4.26%) Security Cleared
5 5 (3.55%) ITIL Certification
5 5 (3.55%) VCP5
6 3 (2.13%) Computer Science Degree
6 3 (2.13%) Degree
7 2 (1.42%) MCSE
7 2 (1.42%) TOGAF Certification
7 2 (1.42%) VCP6
8 1 (0.71%) (ISC)2 CCSP
8 1 (0.71%) ACCA
8 1 (0.71%) CIMA
8 1 (0.71%) CISM
8 1 (0.71%) CISSP
Quality Assurance & Compliance
1 12 (8.51%) Data Quality
2 11 (7.80%) ISO/IEC 27001
2 11 (7.80%) QA
2 11 (7.80%) SLA
3 7 (4.96%) ISO/IEC 20000
4 5 (3.55%) GDPR
5 2 (1.42%) PCI DSS
5 2 (1.42%) PMO
6 1 (0.71%) ISO 9001
6 1 (0.71%) Sarbanes-Oxley
System Software
1 32 (22.70%) Active Directory
2 20 (14.18%) VMware Infrastructure
3 12 (8.51%) Hyper-V
4 10 (7.09%) Docker
4 10 (7.09%) Virtual Machines
5 1 (0.71%) Varnish
5 1 (0.71%) XenApp
Systems Management
1 9 (6.38%) SCCM
2 5 (3.55%) AirWatch
3 4 (2.84%) SCOM
4 2 (1.42%) Ansible
4 2 (1.42%) NetBackup
4 2 (1.42%) Terraform
Vendors
1 36 (25.53%) VMware
2 31 (21.99%) Microsoft
3 23 (16.31%) Cisco
4 9 (6.38%) Google
5 5 (3.55%) Rackspace
5 5 (3.55%) Veeam
6 3 (2.13%) Citrix
6 3 (2.13%) Oracle
7 2 (1.42%) NetApp
7 2 (1.42%) Sage
7 2 (1.42%) SAP
8 1 (0.71%) Infor
8 1 (0.71%) NGA Human Resources
8 1 (0.71%) Northgate
8 1 (0.71%) Salesforce.com
8 1 (0.71%) ServiceNow
8 1 (0.71%) Splunk
8 1 (0.71%) Symantec
8 1 (0.71%) Workday