Period
to 21 September 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 21 September 2018 with a comparison to the same period in the previous 2 years.

Migration
Yorkshire > West Yorkshire
6 months to
21 Sep 2018
Same period 2017 Same period 2016
Rank 97 117 161
Rank change year-on-year +20 +44 -73
Permanent jobs citing Migration 163 173 134
As % of all permanent IT jobs advertised in West Yorkshire 2.80% 2.52% 1.72%
As % of the Processes & Methodologies category 3.04% 2.69% 1.84%
Number of salaries quoted 137 153 123
West Yorkshire median annual salary £43,500 £47,500 £42,500
Median salary % change year-on-year -8.42% +11.76% -19.05%
10th Percentile £32,200 £32,750 £25,750
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 5,359 6,423 7,285
As % of all permanent IT jobs advertised in West Yorkshire 91.95% 93.59% 93.42%
Number of salaries quoted 4,476 5,401 6,083
West Yorkshire median annual salary £45,000 £42,500 £42,000
Median salary % change year-on-year +5.88% +1.19% +5.00%
10th Percentile £26,250 £26,500 £26,250
90th Percentile £63,750 £62,500 £63,750
Yorkshire median annual salary £43,500 £42,500 £40,000
% change year-on-year +2.35% +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 21 September 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 21 September 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 -5 98 £50,000 +5.26% 13
Wakefield +2 21 £40,000 +14.29%
Bradford +24 18 £39,500 -16.84% 5
Halifax +8 5 £75,000 +123.88% 1
Batley - 2 - -
Keighley - 1 £26,000 -
Cleckheaton - 1 £40,000 -
Migration
Yorkshire

For the 6 months to 21 September 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 53 (32.52%) Windows
2 49 (30.06%) SQL
3 43 (26.38%) Active Directory
3 43 (26.38%) Finance
4 42 (25.77%) SQL Server
5 39 (23.93%) VMware
5 39 (23.93%) Data Migration
6 38 (23.31%) Microsoft
7 37 (22.70%) Microsoft Azure
8 36 (22.09%) Windows Server
9 33 (20.25%) Amazon AWS
10 30 (18.40%) Retail
11 28 (17.18%) Cisco
12 26 (15.95%) MS Exchange
13 25 (15.34%) ETL
13 25 (15.34%) ITIL
13 25 (15.34%) Stakeholder Management
14 24 (14.72%) SAN
14 24 (14.72%) Windows Server 2012
15 23 (14.11%) DevOps
16 22 (13.50%) Python
16 22 (13.50%) Business Intelligence
17 21 (12.88%) Web Services
17 21 (12.88%) Exchange Server 2010
18 20 (12.27%) T-SQL
19 19 (11.66%) .NET
19 19 (11.66%) Project Management
19 19 (11.66%) VMware Infrastructure
20 18 (11.04%) Disaster Recovery
20 18 (11.04%) C#

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 26 (15.95%) MS Exchange
2 21 (12.88%) Exchange Server 2010
3 13 (7.98%) SharePoint
4 8 (4.91%) Apache Solr
4 8 (4.91%) Elasticsearch
4 8 (4.91%) IIS
5 7 (4.29%) Exchange Server 2013
6 4 (2.45%) SharePoint 2013
7 2 (1.23%) SAS
8 1 (0.61%) Apache
8 1 (0.61%) nginx
Applications
1 2 (1.23%) Microsoft Office
1 2 (1.23%) Microsoft Project
2 1 (0.61%) GIMP
2 1 (0.61%) Photoshop
Business Applications
1 9 (5.52%) Oracle EBS R12
2 8 (4.91%) Oracle ERP
3 5 (3.07%) Oracle EBS
4 3 (1.84%) SAP CO
4 3 (1.84%) SAP FI
4 3 (1.84%) SAP FI/CO
4 3 (1.84%) SAP S/4HANA
4 3 (1.84%) Veritas eDiscovery
5 1 (0.61%) Dynamics AX
5 1 (0.61%) iTrent
5 1 (0.61%) Magento
5 1 (0.61%) ResourceLink
5 1 (0.61%) Sage 200
5 1 (0.61%) SAP HR
5 1 (0.61%) SnowdropKCS
5 1 (0.61%) Visualfiles
Cloud Services
1 37 (22.70%) Microsoft Azure
2 33 (20.25%) Amazon AWS
3 15 (9.20%) SaaS
4 13 (7.98%) Office 365
5 8 (4.91%) Google Cloud Platform
6 6 (3.68%) Dynamics 365
7 4 (2.45%) Amazon CloudWatch
7 4 (2.45%) Amazon EC2
7 4 (2.45%) Amazon ELB
7 4 (2.45%) Amazon S3
7 4 (2.45%) AWS Elastic Beanstalk
7 4 (2.45%) AWS Lambda
7 4 (2.45%) Mimecast
7 4 (2.45%) Serverless
8 2 (1.23%) AWS CloudFormation
Communications & Networking
1 24 (14.72%) SAN
2 12 (7.36%) MPLS
3 8 (4.91%) Firewall
3 8 (4.91%) Intranet
4 7 (4.29%) Internet
4 7 (4.29%) WAN
5 6 (3.68%) Cisco ASA
5 6 (3.68%) Cisco Firepower
5 6 (3.68%) IPsec
5 6 (3.68%) VPN
6 5 (3.07%) DNS
6 5 (3.07%) LAN
7 3 (1.84%) TCP/IP
8 2 (1.23%) DHCP
8 2 (1.23%) SMS
Database & Business Intelligence
1 42 (25.77%) SQL Server
2 15 (9.20%) Data Warehouse
2 15 (9.20%) Relational Database
2 15 (9.20%) SQL Server Integration Services
3 7 (4.29%) NoSQL
3 7 (4.29%) SQL Server 2016
4 6 (3.68%) SQL Server Reporting Services
5 4 (2.45%) Amazon RDS
5 4 (2.45%) SQL Server 2012
5 4 (2.45%) SQL Server 2014
6 3 (1.84%) SQL Server 2008
6 3 (1.84%) SQL Server Analysis Services
7 2 (1.23%) MongoDB
7 2 (1.23%) MySQL
8 1 (0.61%) Crystal Reports
8 1 (0.61%) Oracle Database
8 1 (0.61%) Oracle Database 11g
8 1 (0.61%) Oracle Database 12c
8 1 (0.61%) Oracle Reports
8 1 (0.61%) RDBMS
Development Applications
1 4 (2.45%) SQL Server Management Studio (SSMS)
2 3 (1.84%) Git (software)
2 3 (1.84%) Visual Studio
3 2 (1.23%) JIRA
3 2 (1.23%) Octopus Deploy
3 2 (1.23%) TeamCity
3 2 (1.23%) Visual Studio Team System
4 1 (0.61%) Bundler
4 1 (0.61%) gulp
4 1 (0.61%) NUnit
4 1 (0.61%) Oracle Forms
4 1 (0.61%) Team Foundation Server
General
1 43 (26.38%) Finance
2 30 (18.40%) Retail
3 8 (4.91%) Telecoms
4 7 (4.29%) Local Government
4 7 (4.29%) Manufacturing
5 4 (2.45%) Advertising
6 3 (1.84%) Legal
7 1 (0.61%) Banking
7 1 (0.61%) Games
7 1 (0.61%) Law
Job Titles
1 23 (14.11%) Architect
2 18 (11.04%) Developer
3 14 (8.59%) Data Engineer
3 14 (8.59%) IT Manager
3 14 (8.59%) Project Manager
4 12 (7.36%) Analyst
5 10 (6.13%) DevOps Engineer
5 10 (6.13%) Programme Manager
6 9 (5.52%) Consultant
6 9 (5.52%) Senior Data Engineer
7 8 (4.91%) Infrastructure Analyst
7 8 (4.91%) Infrastructure Engineer
7 8 (4.91%) Infrastructure Manager
7 8 (4.91%) Team Leader
8 7 (4.29%) 3rd Line Engineer
8 7 (4.29%) IT Infrastructure Manager
8 7 (4.29%) IT Project Manager
8 7 (4.29%) Junior
8 7 (4.29%) Web Architect
8 7 (4.29%) Web Consultant
Libraries, Frameworks & Software Standards
1 21 (12.88%) Web Services
2 19 (11.66%) .NET
3 10 (6.13%) ASP.NET
3 10 (6.13%) REST
4 9 (5.52%) XML
5 8 (4.91%) Elastic Stack
5 8 (4.91%) Lucene
6 7 (4.29%) Middleware
7 6 (3.68%) JSON
8 5 (3.07%) .NET Framework
8 5 (3.07%) ASP.NET MVC
8 5 (3.07%) CSS
9 4 (2.45%) ASP.NET Web API
9 4 (2.45%) Entity Framework
9 4 (2.45%) HTML
10 3 (1.84%) ADO.NET
10 3 (1.84%) AngularJS
10 3 (1.84%) jQuery
10 3 (1.84%) XSD
11 2 (1.23%) React
Miscellaneous
1 18 (11.04%) Public Cloud
2 9 (5.52%) Enterprise Software
3 7 (4.29%) Analytical Skills
3 7 (4.29%) Data Centre
3 7 (4.29%) Management Information System
3 7 (4.29%) Replication
4 6 (3.68%) EPoS
5 5 (3.07%) Virtual Team
6 3 (1.84%) Computer Science
6 3 (1.84%) Greenfield Project
7 2 (1.23%) Driving Licence
8 1 (0.61%) Enterprise Cloud
8 1 (0.61%) FMCG
8 1 (0.61%) Linux Command Line
8 1 (0.61%) Mainframe
8 1 (0.61%) NHS
8 1 (0.61%) User Experience
Operating Systems
1 53 (32.52%) Windows
2 36 (22.09%) Windows Server
3 24 (14.72%) Windows Server 2012
4 18 (11.04%) Linux
5 7 (4.29%) Windows Server 2008
6 6 (3.68%) HPUX
6 6 (3.68%) Windows Server 2003
6 6 (3.68%) Windows XP
7 5 (3.07%) VMS
8 2 (1.23%) Unix
9 1 (0.61%) Debian
9 1 (0.61%) Ubuntu
Processes & Methodologies
1 39 (23.93%) Data Migration
2 25 (15.34%) ETL
2 25 (15.34%) ITIL
2 25 (15.34%) Stakeholder Management
3 23 (14.11%) DevOps
4 22 (13.50%) Business Intelligence
5 19 (11.66%) Project Management
6 18 (11.04%) Disaster Recovery
7 17 (10.43%) Agile Software Development
7 17 (10.43%) Infrastructure Engineering
8 16 (9.82%) Deployment Automation
8 16 (9.82%) ERP
9 15 (9.20%) Coaching
9 15 (9.20%) Open Source
10 14 (8.59%) PRINCE2
11 11 (6.75%) Data Security
11 11 (6.75%) MVC
11 11 (6.75%) Service Delivery
12 10 (6.13%) Analytics
12 10 (6.13%) UML
Programming Languages
1 49 (30.06%) SQL
2 22 (13.50%) Python
3 20 (12.27%) T-SQL
4 18 (11.04%) C#
5 14 (8.59%) PowerShell
6 7 (4.29%) JavaScript
7 6 (3.68%) R
7 6 (3.68%) Ruby
8 5 (3.07%) Bash Shell
9 3 (1.84%) PHP
9 3 (1.84%) VB.NET
10 2 (1.23%) Java
11 1 (0.61%) Perl
11 1 (0.61%) PL/SQL
11 1 (0.61%) TypeScript
Qualifications
1 18 (11.04%) Cisco Certification
2 17 (10.43%) CCNA
3 9 (5.52%) MCSA
3 9 (5.52%) Microsoft Certification
4 8 (4.91%) VMware Certified Professional (VCP)
5 6 (3.68%) ITIL Certification
5 6 (3.68%) VCP5
6 4 (2.45%) Degree
7 3 (1.84%) Computer Science Degree
7 3 (1.84%) MCSE
8 2 (1.23%) TOGAF Certification
8 2 (1.23%) VCP6
9 1 (0.61%) (ISC)2 CCSP
9 1 (0.61%) ACCA
9 1 (0.61%) CIMA
9 1 (0.61%) CISM
9 1 (0.61%) CISSP
9 1 (0.61%) MCSD
9 1 (0.61%) SC Cleared
9 1 (0.61%) Security Cleared
Quality Assurance & Compliance
1 9 (5.52%) Data Quality
1 9 (5.52%) ISO/IEC 27001
2 8 (4.91%) QA
2 8 (4.91%) SLA
3 7 (4.29%) GDPR
4 6 (3.68%) ISO/IEC 20000
5 3 (1.84%) ISO 9001
5 3 (1.84%) PMO
6 1 (0.61%) GCP
System Software
1 43 (26.38%) Active Directory
2 19 (11.66%) VMware Infrastructure
3 14 (8.59%) Docker
4 10 (6.13%) Hyper-V
5 8 (4.91%) Virtual Machines
6 1 (0.61%) Varnish
Systems Management
1 10 (6.13%) SCCM
2 6 (3.68%) AirWatch
3 4 (2.45%) Symantec Enterprise Vault
4 3 (1.84%) NetBackup
5 2 (1.23%) Ansible
6 1 (0.61%) Terraform
Vendors
1 39 (23.93%) VMware
2 38 (23.31%) Microsoft
3 28 (17.18%) Cisco
4 12 (7.36%) Oracle
5 8 (4.91%) Google
6 7 (4.29%) Rackspace
7 6 (3.68%) Veeam
8 5 (3.07%) SAP
9 4 (2.45%) Splunk
9 4 (2.45%) Symantec
10 3 (1.84%) Citrix
10 3 (1.84%) Infor
11 2 (1.23%) SonicWALL
11 2 (1.23%) WatchGuard
12 1 (0.61%) Capita
12 1 (0.61%) NGA Human Resources
12 1 (0.61%) Northgate
12 1 (0.61%) Sage
12 1 (0.61%) ServiceNow