Period
to 25 June 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 25 June 2018 with a comparison to the same period in the previous 2 years.

Migration
Yorkshire > West Yorkshire
6 months to
25 Jun 2018
Same period 2017 Same period 2016
Rank 99 110 139
Rank change year-on-year +11 +29 -60
Permanent jobs citing Migration 175 182 178
As % of all permanent IT jobs advertised in West Yorkshire 2.64% 2.56% 2.14%
As % of the Processes & Methodologies category 2.84% 2.76% 2.34%
Number of salaries quoted 148 166 153
West Yorkshire median annual salary £45,000 £45,000 £39,000
Median salary % change year-on-year - +15.38% -29.09%
10th Percentile £34,625 £35,875 £26,250
90th Percentile £70,000 £72,500 £72,500
Yorkshire median annual salary £50,000 £42,500 £40,250
% change year-on-year +17.65% +5.59% -19.50%

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 6,156 6,588 7,601
As % of all permanent IT jobs advertised in West Yorkshire 92.89% 92.68% 91.31%
Number of salaries quoted 5,221 5,678 6,317
West Yorkshire median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £27,500 £26,250 £26,500
90th Percentile £62,500 £62,500 £62,500
Yorkshire median annual salary £43,000 £42,500 £40,000
% change year-on-year +1.18% +6.25% -

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 25 June 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 25 June 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 -16 108 £47,250 +7.39% 10
Bradford +24 39 £39,500 -16.84% 1
Wakefield -2 12 £40,000 +14.29% 3
Brighouse - 2 £42,500 -
Cleckheaton - 1 £40,000 -
Halifax - 1 £30,000 -
Keighley - 1 £26,000 -
Batley - 1 - - 1
Migration
Yorkshire

For the 6 months to 25 June 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 56 (32.00%) Microsoft
2 48 (27.43%) Finance
2 48 (27.43%) Data Migration
3 47 (26.86%) SQL
4 44 (25.14%) SQL Server
5 43 (24.57%) Windows
6 36 (20.57%) Active Directory
7 34 (19.43%) Agile Software Development
8 31 (17.71%) Microsoft Azure
9 30 (17.14%) Business Intelligence
10 29 (16.57%) Stakeholder Management
11 28 (16.00%) VMware
12 25 (14.29%) Project Management
12 25 (14.29%) Amazon AWS
13 23 (13.14%) Retail
14 22 (12.57%) SQL Server Integration Services
14 22 (12.57%) Open Source
15 21 (12.00%) DevOps
15 21 (12.00%) Analytical Skills
15 21 (12.00%) Windows Server
15 21 (12.00%) ETL
16 20 (11.43%) MS Exchange
16 20 (11.43%) Oracle
17 19 (10.86%) Web Services
18 18 (10.29%) ITIL
18 18 (10.29%) Python
18 18 (10.29%) Enterprise Software
19 17 (9.71%) Windows Server 2012
19 17 (9.71%) Relational Database
19 17 (9.71%) GDPR

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 20 (11.43%) MS Exchange
2 12 (6.86%) Exchange Server 2010
3 7 (4.00%) Exchange Server 2013
4 6 (3.43%) IIS
5 5 (2.86%) SharePoint
6 3 (1.71%) SharePoint 2013
7 2 (1.14%) Apache
7 2 (1.14%) Oracle SOA Suite
8 1 (0.57%) Apache Solr
8 1 (0.57%) Elasticsearch
8 1 (0.57%) nginx
8 1 (0.57%) OpenEdge
Applications
1 5 (2.86%) Microsoft Office
2 1 (0.57%) Microsoft Project
Business Applications
1 9 (5.14%) Oracle EBS R12
2 8 (4.57%) Oracle ERP
3 5 (2.86%) Oracle EBS
4 3 (1.71%) SAP CO
4 3 (1.71%) SAP FI
4 3 (1.71%) SAP FI/CO
4 3 (1.71%) SAP S/4HANA
4 3 (1.71%) Veritas eDiscovery
5 1 (0.57%) Dynamics AX
5 1 (0.57%) iTrent
5 1 (0.57%) Magento
5 1 (0.57%) ResourceLink
5 1 (0.57%) Sage X3
5 1 (0.57%) SAP HR
5 1 (0.57%) SnowdropKCS
5 1 (0.57%) Visualfiles
Cloud Services
1 31 (17.71%) Microsoft Azure
2 25 (14.29%) Amazon AWS
3 16 (9.14%) Office 365
4 10 (5.71%) Google Cloud Platform
5 7 (4.00%) SaaS
6 4 (2.29%) Amazon CloudWatch
6 4 (2.29%) Amazon EC2
6 4 (2.29%) Amazon ELB
6 4 (2.29%) Amazon S3
6 4 (2.29%) AWS Elastic Beanstalk
6 4 (2.29%) AWS Lambda
6 4 (2.29%) Azure Active Directory
6 4 (2.29%) Mimecast
6 4 (2.29%) Serverless
7 1 (0.57%) Dynamics 365
7 1 (0.57%) IaaS
7 1 (0.57%) OneDrive
7 1 (0.57%) PaaS
Communications & Networking
1 17 (9.71%) SAN
2 10 (5.71%) MPLS
2 10 (5.71%) WAN
3 9 (5.14%) Firewall
4 8 (4.57%) LAN
5 6 (3.43%) DNS
6 4 (2.29%) TCP/IP
7 3 (1.71%) DHCP
7 3 (1.71%) Network Security
7 3 (1.71%) Wireless
8 2 (1.14%) VoIP
8 2 (1.14%) WLAN
9 1 (0.57%) Cisco ASA
9 1 (0.57%) Cisco Firepower
9 1 (0.57%) Internet
9 1 (0.57%) Intranet
9 1 (0.57%) IPsec
9 1 (0.57%) VPN
Database & Business Intelligence
1 44 (25.14%) SQL Server
2 22 (12.57%) SQL Server Integration Services
3 17 (9.71%) Relational Database
4 16 (9.14%) SQL Server Reporting Services
5 12 (6.86%) SQL Server Analysis Services
6 9 (5.14%) Data Warehouse
7 8 (4.57%) NoSQL
8 4 (2.29%) Amazon RDS
9 3 (1.71%) MySQL
9 3 (1.71%) SAP BW
9 3 (1.71%) SAP HANA
10 2 (1.14%) BusinessObjects
10 2 (1.14%) BusinessObjects Business Intelligence
10 2 (1.14%) MongoDB
10 2 (1.14%) Oracle Database
10 2 (1.14%) Oracle ODI
10 2 (1.14%) SQL Server 2012
11 1 (0.57%) Oracle Database 12c
11 1 (0.57%) SQL Server 2014
11 1 (0.57%) SQL Server 2016
Development Applications
1 12 (6.86%) SQL Server Management Studio (SSMS)
2 7 (4.00%) Git (software)
3 6 (3.43%) JIRA
3 6 (3.43%) Visual Studio
3 6 (3.43%) Visual Studio Team System
4 3 (1.71%) Oracle Forms
5 2 (1.14%) Octopus Deploy
5 2 (1.14%) TeamCity
6 1 (0.57%) Eclipse
6 1 (0.57%) NUnit
6 1 (0.57%) Team Foundation Server
General
1 48 (27.43%) Finance
2 23 (13.14%) Retail
3 13 (7.43%) Manufacturing
4 10 (5.71%) Advertising
4 10 (5.71%) Local Government
5 2 (1.14%) Banking
5 2 (1.14%) Legal
5 2 (1.14%) Retail Banking
6 1 (0.57%) Games
6 1 (0.57%) Law
6 1 (0.57%) Marketing
6 1 (0.57%) Telecoms
Job Titles
1 28 (16.00%) Architect
2 20 (11.43%) Project Manager
3 19 (10.86%) Analyst
4 15 (8.57%) Developer
5 14 (8.00%) Data Engineer
6 13 (7.43%) Cloud Architect
7 11 (6.29%) Consultant
7 11 (6.29%) Database Manager
8 10 (5.71%) AWS Architect
8 10 (5.71%) AWS Consultant
8 10 (5.71%) Cloud Consultant
8 10 (5.71%) IT Manager
8 10 (5.71%) Web Architect
8 10 (5.71%) Web Consultant
9 9 (5.14%) Programme Manager
9 9 (5.14%) Senior Data Engineer
10 8 (4.57%) 3rd Line Engineer
11 7 (4.00%) DevOps Engineer
11 7 (4.00%) Infrastructure Engineer
11 7 (4.00%) IT Infrastructure Manager
Libraries, Frameworks & Software Standards
1 19 (10.86%) Web Services
2 14 (8.00%) .NET
3 10 (5.71%) ASP.NET
3 10 (5.71%) Middleware
4 7 (4.00%) ASP.NET MVC
5 4 (2.29%) CSS
5 4 (2.29%) HTML
5 4 (2.29%) JSON
5 4 (2.29%) XML
6 3 (1.71%) ASP.NET Web API
6 3 (1.71%) ASP.NET Web Forms
6 3 (1.71%) Hibernate
6 3 (1.71%) jQuery
6 3 (1.71%) JSF
6 3 (1.71%) REST
6 3 (1.71%) Spring
6 3 (1.71%) Struts
7 2 (1.14%) Laravel
7 2 (1.14%) React
7 2 (1.14%) Redux
Miscellaneous
1 21 (12.00%) Analytical Skills
2 18 (10.29%) Enterprise Software
3 12 (6.86%) Management Information System
4 9 (5.14%) Data Centre
4 9 (5.14%) Greenfield Project
5 7 (4.00%) Public Cloud
6 5 (2.86%) Driving Licence
6 5 (2.86%) Virtual Team
7 4 (2.29%) Replication
7 4 (2.29%) User Experience
8 3 (1.71%) Data Protection Act
8 3 (1.71%) N-Tier
9 1 (0.57%) Cloud Native
9 1 (0.57%) Clustering
9 1 (0.57%) EPoS
9 1 (0.57%) FMCG
9 1 (0.57%) NHS
9 1 (0.57%) Self-Motivation
Operating Systems
1 43 (24.57%) Windows
2 21 (12.00%) Windows Server
3 17 (9.71%) Windows Server 2012
4 11 (6.29%) Linux
5 10 (5.71%) Windows Server 2003
5 10 (5.71%) Windows Server 2008
6 2 (1.14%) VMS
7 1 (0.57%) Debian
7 1 (0.57%) HPUX
7 1 (0.57%) Ubuntu
7 1 (0.57%) Unix
7 1 (0.57%) Windows XP
Processes & Methodologies
1 48 (27.43%) Data Migration
2 34 (19.43%) Agile Software Development
3 30 (17.14%) Business Intelligence
4 29 (16.57%) Stakeholder Management
5 25 (14.29%) Project Management
6 22 (12.57%) Open Source
7 21 (12.00%) DevOps
7 21 (12.00%) ETL
8 18 (10.29%) ITIL
9 15 (8.57%) Data Modelling
10 13 (7.43%) MVC
10 13 (7.43%) PRINCE2
10 13 (7.43%) Scrum
11 12 (6.86%) ERP
11 12 (6.86%) SOA
12 11 (6.29%) Disaster Recovery
12 11 (6.29%) Problem-Solving
12 11 (6.29%) Requirements Analysis
12 11 (6.29%) UML
13 10 (5.71%) Programme Management
Programming Languages
1 47 (26.86%) SQL
2 18 (10.29%) Python
3 13 (7.43%) C#
4 9 (5.14%) T-SQL
5 8 (4.57%) Java
6 7 (4.00%) PowerShell
7 6 (3.43%) JavaScript
7 6 (3.43%) R
8 5 (2.86%) Ruby
9 4 (2.29%) Bash Shell
10 3 (1.71%) PHP
11 1 (0.57%) C
11 1 (0.57%) PL/SQL
11 1 (0.57%) Progress 4GL
11 1 (0.57%) TypeScript
11 1 (0.57%) VB.NET
Qualifications
1 7 (4.00%) CCNA
1 7 (4.00%) Cisco Certification
1 7 (4.00%) MCSA
1 7 (4.00%) Microsoft Certification
2 6 (3.43%) MCSE
3 2 (1.14%) APMP
3 2 (1.14%) ITIL Certification
3 2 (1.14%) VMware Certified Professional (VCP)
4 1 (0.57%) ACCA
4 1 (0.57%) CIMA
4 1 (0.57%) Degree
4 1 (0.57%) MCSD
4 1 (0.57%) SC Cleared
4 1 (0.57%) Security Cleared
4 1 (0.57%) VCP5
4 1 (0.57%) VCP6
Quality Assurance & Compliance
1 17 (9.71%) GDPR
2 11 (6.29%) Data Quality
3 6 (3.43%) QA
4 4 (2.29%) ISO/IEC 27001
5 3 (1.71%) ISO 9001
6 2 (1.14%) PMO
6 2 (1.14%) SLA
7 1 (0.57%) ISO/IEC 20000
System Software
1 36 (20.57%) Active Directory
2 11 (6.29%) VMware Infrastructure
3 7 (4.00%) Docker
3 7 (4.00%) Hyper-V
4 2 (1.14%) Virtual Machines
5 1 (0.57%) Microsoft App-V
5 1 (0.57%) Varnish
Systems Management
1 4 (2.29%) Symantec Enterprise Vault
2 3 (1.71%) NetBackup
2 3 (1.71%) SCCM
3 1 (0.57%) AirWatch
3 1 (0.57%) Ansible
3 1 (0.57%) Single Sign-On
Vendors
1 56 (32.00%) Microsoft
2 28 (16.00%) VMware
3 20 (11.43%) Oracle
4 14 (8.00%) Cisco
5 10 (5.71%) Google
5 10 (5.71%) Rackspace
6 8 (4.57%) SAP
7 5 (2.86%) SonicWALL
7 5 (2.86%) WatchGuard
8 4 (2.29%) Capita
8 4 (2.29%) Citrix
8 4 (2.29%) Splunk
8 4 (2.29%) Symantec
9 3 (1.71%) Infor
10 1 (0.57%) Hitachi
10 1 (0.57%) HP
10 1 (0.57%) NetApp
10 1 (0.57%) NGA Human Resources
10 1 (0.57%) Northgate
10 1 (0.57%) Veeam