Period
to 22 January 2019

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 22 January 2019 with a comparison to the same period in the previous 2 years.

Migration
Yorkshire > West Yorkshire
6 months to
22 Jan 2019
Same period 2018 Same period 2017
Rank 103 109 140
Rank change year-on-year +6 +31 -31
Permanent jobs citing Migration 132 159 140
As % of all permanent IT jobs advertised in West Yorkshire 2.73% 2.39% 1.94%
As % of the Processes & Methodologies category 2.98% 2.57% 2.09%
Number of salaries quoted 98 122 128
West Yorkshire median annual salary £42,750 £47,261 £42,000
Median salary % change year-on-year -9.54% +12.53% -16.00%
10th Percentile £30,250 £30,125 £30,750
90th Percentile £77,500 £72,500 £72,500
Yorkshire median annual salary £42,500 £50,000 £41,500
% change year-on-year -15.00% +20.48% -7.78%

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 4,436 6,182 6,694
As % of all permanent IT jobs advertised in West Yorkshire 91.69% 92.88% 92.71%
Number of salaries quoted 3,703 5,269 5,748
West Yorkshire median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +1.19%
10th Percentile £27,250 £27,500 £26,500
90th Percentile £62,500 £60,000 £62,500
Yorkshire median annual salary £43,500 £42,500 £40,500
% change year-on-year +2.35% +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 22 January 2019.

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 22 January 2019. 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 +15 76 £45,000 -18.18% 28
Wakefield -9 18 £40,000 +60.00%
Bradford +6 17 £36,000 -24.21% 1
Halifax +4 8 £73,750 +112.41% 1
Wetherby -10 1 £31,500 +1.61%
Batley - 1 - -
Migration
Yorkshire

For the 6 months to 22 January 2019, 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 52 (39.39%) Microsoft Azure
2 43 (32.58%) Finance
3 38 (28.79%) SQL
4 37 (28.03%) Microsoft
5 36 (27.27%) Windows
5 36 (27.27%) Amazon AWS
6 35 (26.52%) VMware
6 35 (26.52%) Data Migration
7 34 (25.76%) SQL Server
7 34 (25.76%) Active Directory
8 29 (21.97%) DevOps
8 29 (21.97%) Windows Server
9 23 (17.42%) Hyper-V
10 21 (15.91%) Management Information System
10 21 (15.91%) ERP
10 21 (15.91%) SaaS
11 20 (15.15%) ITIL
11 20 (15.15%) Project Management
11 20 (15.15%) VMware Infrastructure
12 19 (14.39%) DNS
12 19 (14.39%) Office 365
13 17 (12.88%) Cisco
13 17 (12.88%) MS Exchange
13 17 (12.88%) DHCP
13 17 (12.88%) SharePoint
14 16 (12.12%) Web Services
14 16 (12.12%) ISO/IEC 27001
14 16 (12.12%) Data Quality
15 15 (11.36%) Stakeholder Management
15 15 (11.36%) Retail

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 17 (12.88%) MS Exchange
1 17 (12.88%) SharePoint
2 8 (6.06%) Exchange Server 2010
3 7 (5.30%) Apache Solr
3 7 (5.30%) Elasticsearch
3 7 (5.30%) IIS
4 6 (4.55%) Skype for Business
5 5 (3.79%) Exchange Server 2013
6 4 (3.03%) SAS
7 2 (1.52%) Tomcat
8 1 (0.76%) Apache Spark
Applications
1 10 (7.58%) Microsoft Excel
2 7 (5.30%) Microsoft PowerPoint
3 6 (4.55%) MS Visio
4 2 (1.52%) Microsoft Project
5 1 (0.76%) GIMP
5 1 (0.76%) Microsoft Office
5 1 (0.76%) Photoshop
Business Applications
1 1 (0.76%) Dynamics AX
1 1 (0.76%) Dynamics CRM
1 1 (0.76%) Dynamics NAV
1 1 (0.76%) Oracle Assets
1 1 (0.76%) Oracle Cash Management
1 1 (0.76%) Oracle ERP
1 1 (0.76%) Oracle Payables
1 1 (0.76%) Oracle Procure-to-Pay
1 1 (0.76%) Oracle Receivables
Cloud Services
1 52 (39.39%) Microsoft Azure
2 36 (27.27%) Amazon AWS
3 21 (15.91%) SaaS
4 19 (14.39%) Office 365
5 7 (5.30%) Google Cloud Platform
6 6 (4.55%) IaaS
7 3 (2.27%) AWS CloudFormation
7 3 (2.27%) Dynamics 365
8 2 (1.52%) Amazon EC2
8 2 (1.52%) Amazon S3
8 2 (1.52%) AWS Lambda
8 2 (1.52%) OneDrive
8 2 (1.52%) Serverless
9 1 (0.76%) G Suite
9 1 (0.76%) PaaS
9 1 (0.76%) Route 53
9 1 (0.76%) Virtual Private Cloud
Communications & Networking
1 19 (14.39%) DNS
2 17 (12.88%) DHCP
3 15 (11.36%) Firewall
4 13 (9.85%) SAN
5 11 (8.33%) VPN
6 7 (5.30%) Intranet
6 7 (5.30%) VLAN
7 4 (3.03%) Internet
8 3 (2.27%) Cisco ASA
8 3 (2.27%) Cisco Firepower
8 3 (2.27%) IPsec
8 3 (2.27%) MPLS
8 3 (2.27%) VoIP
9 2 (1.52%) TCP/IP
9 2 (1.52%) Wi-Fi
10 1 (0.76%) iSCSI
10 1 (0.76%) Remote Desktop
10 1 (0.76%) Skype
10 1 (0.76%) SMS
Database & Business Intelligence
1 34 (25.76%) SQL Server
2 12 (9.09%) Data Warehouse
3 10 (7.58%) SQL Server Integration Services
4 7 (5.30%) SQL Server Analysis Services
4 7 (5.30%) SQL Server Reporting Services
5 5 (3.79%) SQL Server 2008
5 5 (3.79%) SQL Server 2016
6 4 (3.03%) QlikView
7 2 (1.52%) Relational Database
7 2 (1.52%) SQL Server 2012
8 1 (0.76%) Big Data
8 1 (0.76%) DTS
8 1 (0.76%) Hadoop
8 1 (0.76%) NoSQL
8 1 (0.76%) OLTP
8 1 (0.76%) Pentaho
8 1 (0.76%) PostgreSQL
8 1 (0.76%) Power BI
8 1 (0.76%) RDBMS
8 1 (0.76%) Star Schema
Development Applications
1 8 (6.06%) Team Foundation Server
2 3 (2.27%) SQL Server Management Studio (SSMS)
3 1 (0.76%) Bundler
3 1 (0.76%) gulp
3 1 (0.76%) Visual Studio
General
1 43 (32.58%) Finance
2 15 (11.36%) Retail
3 10 (7.58%) Telecoms
4 7 (5.30%) Local Government
4 7 (5.30%) Manufacturing
5 4 (3.03%) Legal
6 2 (1.52%) Back Office
6 2 (1.52%) General Ledger
7 1 (0.76%) Advertising
7 1 (0.76%) Billing
7 1 (0.76%) Law
7 1 (0.76%) Marketing
7 1 (0.76%) Publishing
Job Titles
1 26 (19.70%) Architect
2 20 (15.15%) Consultant
3 16 (12.12%) Developer
3 16 (12.12%) IT Manager
4 13 (9.85%) Infrastructure Engineer
5 9 (6.82%) ERP Consultant
6 8 (6.06%) Analyst
7 7 (5.30%) Applications Support
7 7 (5.30%) Cloud Architect
7 7 (5.30%) Cloud Consultant
8 6 (4.55%) AWS Architect
8 6 (4.55%) AWS Consultant
8 6 (4.55%) Data Consultant
8 6 (4.55%) Solutions Architect
8 6 (4.55%) Web Architect
8 6 (4.55%) Web Consultant
9 5 (3.79%) 3rd Line Support
9 5 (3.79%) Infrastructure Manager
9 5 (3.79%) Support Engineer
10 4 (3.03%) Technical Manager
Libraries, Frameworks & Software Standards
1 16 (12.12%) Web Services
2 12 (9.09%) .NET
3 9 (6.82%) REST
3 9 (6.82%) XML
4 7 (5.30%) Elastic Stack
4 7 (5.30%) Lucene
4 7 (5.30%) Middleware
5 5 (3.79%) ASP.NET
6 4 (3.03%) EJB
6 4 (3.03%) EJB 3.0
6 4 (3.03%) GraphQL
6 4 (3.03%) Hibernate
6 4 (3.03%) JSP
6 4 (3.03%) MSMQ
6 4 (3.03%) Node.js
6 4 (3.03%) RabbitMQ
6 4 (3.03%) React
6 4 (3.03%) Spring
6 4 (3.03%) Spring Boot
7 3 (2.27%) ADO.NET
Miscellaneous
1 21 (15.91%) Management Information System
2 11 (8.33%) Public Cloud
3 9 (6.82%) Analytical Skills
4 8 (6.06%) Data Centre
5 7 (5.30%) Enterprise Software
5 7 (5.30%) Replication
6 4 (3.03%) Mobile App
7 3 (2.27%) Client/Server
7 3 (2.27%) EPoS
7 3 (2.27%) Hybrid Cloud
8 1 (0.76%) Data Structures
8 1 (0.76%) Enterprise Cloud
8 1 (0.76%) Linux Command Line
8 1 (0.76%) User Experience
Operating Systems
1 36 (27.27%) Windows
2 29 (21.97%) Windows Server
3 13 (9.85%) Linux
4 10 (7.58%) Windows Server 2012
5 4 (3.03%) Windows XP
6 3 (2.27%) HPUX
6 3 (2.27%) VMS
6 3 (2.27%) Windows 10
7 2 (1.52%) Android
7 2 (1.52%) Apple iOS
7 2 (1.52%) Unix
8 1 (0.76%) Windows 7
8 1 (0.76%) Windows 8
8 1 (0.76%) Windows Server 2008
Processes & Methodologies
1 35 (26.52%) Data Migration
2 29 (21.97%) DevOps
3 21 (15.91%) ERP
4 20 (15.15%) ITIL
4 20 (15.15%) Project Management
5 15 (11.36%) Stakeholder Management
6 14 (10.61%) Infrastructure Engineering
7 13 (9.85%) Data Extraction
7 13 (9.85%) Service Delivery
8 12 (9.09%) Agile Software Development
8 12 (9.09%) Deployment Automation
8 12 (9.09%) Quality Management
9 11 (8.33%) Capacity Planning
9 11 (8.33%) ETL
9 11 (8.33%) UML
10 10 (7.58%) Business Intelligence
10 10 (7.58%) Logistics
11 9 (6.82%) Analytics
11 9 (6.82%) Risk Management
12 8 (6.06%) Change Management
Programming Languages
1 38 (28.79%) SQL
2 14 (10.61%) T-SQL
3 11 (8.33%) C#
4 9 (6.82%) PowerShell
5 8 (6.06%) JavaScript
6 7 (5.30%) Java
7 5 (3.79%) PHP
8 4 (3.03%) Python
9 2 (1.52%) C
10 1 (0.76%) Bash Shell
10 1 (0.76%) Perl
10 1 (0.76%) Ruby
10 1 (0.76%) VB.NET
Qualifications
1 8 (6.06%) CCNA
1 8 (6.06%) Cisco Certification
2 7 (5.30%) Degree
3 6 (4.55%) Microsoft Certification
3 6 (4.55%) SC Cleared
3 6 (4.55%) Security Cleared
4 4 (3.03%) Computer Science Degree
4 4 (3.03%) MCSA
5 3 (2.27%) ITIL Certification
5 3 (2.27%) VCP5
5 3 (2.27%) VMware Certified Professional (VCP)
6 2 (1.52%) MCSE
7 1 (0.76%) AWS Certification
7 1 (0.76%) MCITP
7 1 (0.76%) Numerate Degree
7 1 (0.76%) TOGAF Certification
Quality Assurance & Compliance
1 16 (12.12%) Data Quality
1 16 (12.12%) ISO/IEC 27001
2 9 (6.82%) QA
2 9 (6.82%) SLA
3 7 (5.30%) Cyber Essentials
4 5 (3.79%) ISO/IEC 20000
5 2 (1.52%) PCI DSS
6 1 (0.76%) GDPR
6 1 (0.76%) PMO
6 1 (0.76%) Sarbanes-Oxley
System Software
1 34 (25.76%) Active Directory
2 23 (17.42%) Hyper-V
3 20 (15.15%) VMware Infrastructure
4 11 (8.33%) Docker
5 9 (6.82%) Virtual Machines
6 5 (3.79%) XenApp
7 1 (0.76%) Virtual Servers
Systems Management
1 6 (4.55%) SCCM
2 5 (3.79%) NetBackup
3 4 (3.03%) SCOM
4 3 (2.27%) AirWatch
5 2 (1.52%) Terraform
6 1 (0.76%) Ansible
Vendors
1 37 (28.03%) Microsoft
2 35 (26.52%) VMware
3 17 (12.88%) Cisco
4 9 (6.82%) Google
5 7 (5.30%) Citrix
6 6 (4.55%) Rackspace
7 5 (3.79%) Symantec
8 4 (3.03%) Oracle
8 4 (3.03%) SAP
8 4 (3.03%) Veeam
9 3 (2.27%) Tableau
10 2 (1.52%) NetApp
10 2 (1.52%) Splunk
11 1 (0.76%) Dell
11 1 (0.76%) EMC
11 1 (0.76%) HP
11 1 (0.76%) MicroStrategy
11 1 (0.76%) Sage
11 1 (0.76%) Salesforce.com
11 1 (0.76%) WatchGuard