Period
to 20 February 2019

The following table provides summary statistics for permanent job vacancies advertised in 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 20 February 2019 with a comparison to the same period in the previous 2 years.

Migration
England > Yorkshire
6 months to
20 Feb 2019
Same period 2018 Same period 2017
Rank 107 108 134
Rank change year-on-year +1 +26 -31
Permanent jobs citing Migration 193 257 234
As % of all permanent IT jobs advertised in Yorkshire 2.64% 2.57% 2.20%
As % of the Processes & Methodologies category 2.87% 2.78% 2.40%
Number of salaries quoted 148 208 204
Yorkshire median annual salary £45,000 £50,000 £42,250
Median salary % change year-on-year -10.00% +18.34% -5.06%
10th Percentile £31,250 £31,250 £30,750
90th Percentile £73,750 £80,000 £58,025
England median annual salary £60,000 £57,500 £52,500
% change year-on-year +4.35% +9.52% +5.00%

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 Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Permanent vacancies with a requirement for process or methodology skills 6,736 9,243 9,758
As % of all permanent IT jobs advertised in Yorkshire 92.21% 92.31% 91.63%
Number of salaries quoted 5,478 7,896 8,349
Yorkshire median annual salary £43,000 £42,500 £41,500
Median salary % change year-on-year +1.18% +2.41% +3.75%
10th Percentile £26,250 £26,250 £25,000
90th Percentile £62,738 £60,000 £60,000
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

Migration
Job Vacancy Trend in Yorkshire

Job postings citing Migration as a percentage of all IT jobs advertised in Yorkshire.

Job vacancy trend for Migration in Yorkshire

Migration
Salary Trend in Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Migration in Yorkshire.

Salary trend for Migration in Yorkshire

Migration
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Migration in Yorkshire over the 6 months to 20 February 2019.

Salary histogram for Migration in Yorkshire

Migration
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Migration within the Yorkshire region over the 6 months to 20 February 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
West Yorkshire +25 136 £45,000 -4.30% 40
South Yorkshire -4 32 £55,000 - 16
North Yorkshire -31 22 £37,500 -33.63% 5
Migration
England

For the 6 months to 20 February 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 Yorkshire region with a requirement for Migration.

1 74 (38.34%) Microsoft Azure
2 64 (33.16%) Microsoft
3 60 (31.09%) SQL
4 58 (30.05%) Finance
5 50 (25.91%) Windows
6 47 (24.35%) VMware
7 45 (23.32%) SQL Server
8 42 (21.76%) Data Migration
8 42 (21.76%) DevOps
9 38 (19.69%) Active Directory
10 37 (19.17%) Amazon AWS
11 32 (16.58%) ITIL
12 31 (16.06%) Project Management
13 27 (13.99%) Linux
13 27 (13.99%) Management Information System
14 26 (13.47%) Windows Server
15 24 (12.44%) Office 365
15 24 (12.44%) Firewall
16 23 (11.92%) DNS
16 23 (11.92%) Agile Software Development
16 23 (11.92%) VMware Infrastructure
16 23 (11.92%) Hyper-V
17 22 (11.40%) Degree
17 22 (11.40%) Data Centre
18 21 (10.88%) Oracle
19 20 (10.36%) MS Exchange
19 20 (10.36%) Data Modelling
20 19 (9.84%) ERP
20 19 (9.84%) Data Warehouse
20 19 (9.84%) Web Services

Migration
Co-occurring IT Skills in 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 (10.36%) MS Exchange
2 18 (9.33%) SharePoint
3 11 (5.70%) IIS
4 9 (4.66%) Exchange Server 2010
5 7 (3.63%) Oracle Application Server
5 7 (3.63%) WebLogic
6 6 (3.11%) Skype for Business
7 5 (2.59%) Exchange Server 2013
7 5 (2.59%) SAS
8 4 (2.07%) CMS
8 4 (2.07%) WordPress
9 3 (1.55%) Apache Solr
9 3 (1.55%) Elasticsearch
10 2 (1.04%) Tomcat
11 1 (0.52%) Apache Pig
11 1 (0.52%) Apache Spark
11 1 (0.52%) OpenStack
Applications
1 14 (7.25%) Microsoft Excel
2 8 (4.15%) Microsoft PowerPoint
2 8 (4.15%) MS Visio
3 2 (1.04%) Microsoft Project
4 1 (0.52%) GIMP
4 1 (0.52%) Microsoft Office
4 1 (0.52%) Photoshop
4 1 (0.52%) Weka
Business Applications
1 4 (2.07%) Magento
2 1 (0.52%) Dynamics AX
2 1 (0.52%) Dynamics CRM
2 1 (0.52%) Dynamics NAV
2 1 (0.52%) Oracle Assets
2 1 (0.52%) Oracle Cash Management
2 1 (0.52%) Oracle ERP
2 1 (0.52%) Oracle Payables
2 1 (0.52%) Oracle Procure-to-Pay
2 1 (0.52%) Oracle Receivables
Cloud Services
1 74 (38.34%) Microsoft Azure
2 37 (19.17%) Amazon AWS
3 24 (12.44%) Office 365
4 14 (7.25%) SaaS
5 13 (6.74%) Google Cloud Platform
6 11 (5.70%) IaaS
7 8 (4.15%) PaaS
8 4 (2.07%) Google Analytics
9 3 (1.55%) AWS CloudFormation
9 3 (1.55%) Azure Active Directory
9 3 (1.55%) OneDrive
10 2 (1.04%) Amazon EC2
10 2 (1.04%) Amazon S3
10 2 (1.04%) AWS Lambda
10 2 (1.04%) Serverless
11 1 (0.52%) G Suite
11 1 (0.52%) Route 53
11 1 (0.52%) Salesforce Sales Cloud
11 1 (0.52%) Salesforce Service Cloud
11 1 (0.52%) Virtual Private Cloud
Communications & Networking
1 24 (12.44%) Firewall
2 23 (11.92%) DNS
3 18 (9.33%) VPN
4 17 (8.81%) SAN
5 16 (8.29%) DHCP
6 8 (4.15%) VLAN
7 6 (3.11%) Cisco ASA
7 6 (3.11%) IPsec
7 6 (3.11%) MPLS
8 3 (1.55%) Intranet
8 3 (1.55%) NAS
8 3 (1.55%) TCP/IP
8 3 (1.55%) VoIP
9 2 (1.04%) Wi-Fi
10 1 (0.52%) FTP
10 1 (0.52%) Internet
10 1 (0.52%) ISDN
10 1 (0.52%) LAN
10 1 (0.52%) WAN
10 1 (0.52%) WLAN
Database & Business Intelligence
1 45 (23.32%) SQL Server
2 19 (9.84%) Data Warehouse
3 13 (6.74%) SQL Server Integration Services
4 11 (5.70%) Power BI
5 9 (4.66%) Oracle Database
5 9 (4.66%) SQL Server Reporting Services
6 8 (4.15%) MySQL
6 8 (4.15%) SQL Server Analysis Services
7 7 (3.63%) Oracle Database 11g
7 7 (3.63%) Oracle Database 12c
7 7 (3.63%) Oracle Exadata
7 7 (3.63%) Oracle Reports
8 4 (2.07%) QlikView
8 4 (2.07%) Redis
8 4 (2.07%) Relational Database
8 4 (2.07%) SQL Server 2008
8 4 (2.07%) SQL Server 2016
9 3 (1.55%) Big Data
9 3 (1.55%) MS Access
9 3 (1.55%) PostgreSQL
Development Applications
1 10 (5.18%) Team Foundation Server
2 7 (3.63%) Oracle Forms
3 5 (2.59%) ERwin
4 4 (2.07%) Visual Studio
4 4 (2.07%) webpack
5 2 (1.04%) Git (software)
5 2 (1.04%) SQL Server Management Studio (SSMS)
6 1 (0.52%) Bundler
6 1 (0.52%) gulp
6 1 (0.52%) IBM UrbanCode
6 1 (0.52%) Jenkins
6 1 (0.52%) Octopus Deploy
General
1 58 (30.05%) Finance
2 18 (9.33%) Retail
3 13 (6.74%) Manufacturing
4 12 (6.22%) Local Government
5 6 (3.11%) Telecoms
6 5 (2.59%) Marketing
7 2 (1.04%) Back Office
7 2 (1.04%) General Ledger
7 2 (1.04%) Legal
7 2 (1.04%) Pharmaceutical
8 1 (0.52%) Advertising
8 1 (0.52%) Banking
8 1 (0.52%) Billing
8 1 (0.52%) Law
8 1 (0.52%) Publishing
Job Titles
1 32 (16.58%) Developer
2 31 (16.06%) Architect
3 24 (12.44%) Consultant
4 21 (10.88%) Analyst
5 15 (7.77%) IT Manager
6 13 (6.74%) Cloud Architect
7 12 (6.22%) Administrator
7 12 (6.22%) Solutions Architect
8 11 (5.70%) Cloud Consultant
8 11 (5.70%) DBA
8 11 (5.70%) Infrastructure Specialist
9 10 (5.18%) Infrastructure Engineer
10 9 (4.66%) Applications Support
10 9 (4.66%) AWS Architect
10 9 (4.66%) AWS Consultant
10 9 (4.66%) Business Analyst
10 9 (4.66%) ERP Consultant
10 9 (4.66%) Web Architect
10 9 (4.66%) Web Consultant
11 7 (3.63%) Oracle DBA
Libraries, Frameworks & Software Standards
1 19 (9.84%) Web Services
2 18 (9.33%) .NET
3 12 (6.22%) Middleware
4 10 (5.18%) React
5 8 (4.15%) CSS
5 8 (4.15%) EJB
5 8 (4.15%) EJB 3.0
5 8 (4.15%) GraphQL
5 8 (4.15%) Hibernate
5 8 (4.15%) JSP
5 8 (4.15%) Node.js
5 8 (4.15%) Spring
5 8 (4.15%) Spring Boot
5 8 (4.15%) XML
6 7 (3.63%) HTML
6 7 (3.63%) Oracle GoldenGate
6 7 (3.63%) REST
7 6 (3.11%) ASP.NET
8 5 (2.59%) CSS3
8 5 (2.59%) HTML5
Miscellaneous
1 27 (13.99%) Management Information System
2 22 (11.40%) Data Centre
3 16 (8.29%) Analytical Skills
4 13 (6.74%) Enterprise Software
5 9 (4.66%) Public Cloud
6 8 (4.15%) Hybrid Cloud
6 8 (4.15%) Mobile App
7 5 (2.59%) User Experience
8 4 (2.07%) Replication
9 3 (1.55%) Client/Server
10 2 (1.04%) Data Structures
10 2 (1.04%) Self-Motivation
11 1 (0.52%) e-Learning
11 1 (0.52%) Fintech
11 1 (0.52%) Linux Command Line
11 1 (0.52%) Private Cloud
Operating Systems
1 50 (25.91%) Windows
2 27 (13.99%) Linux
3 26 (13.47%) Windows Server
4 12 (6.22%) Unix
4 12 (6.22%) Windows Server 2012
5 8 (4.15%) Apple iOS
6 7 (3.63%) Oracle Linux
6 7 (3.63%) Red Hat Enterprise Linux
7 4 (2.07%) Ubuntu
7 4 (2.07%) Windows 10
8 3 (1.55%) VMS
9 2 (1.04%) Android
9 2 (1.04%) Windows 7
9 2 (1.04%) Windows Server 2008
10 1 (0.52%) Windows 8
10 1 (0.52%) Windows XP
Processes & Methodologies
1 42 (21.76%) Data Migration
1 42 (21.76%) DevOps
2 32 (16.58%) ITIL
3 31 (16.06%) Project Management
4 23 (11.92%) Agile Software Development
5 20 (10.36%) Data Modelling
6 19 (9.84%) Business Intelligence
6 19 (9.84%) ERP
7 17 (8.81%) Stakeholder Management
8 15 (7.77%) Change Management
8 15 (7.77%) UML
9 14 (7.25%) Data Extraction
9 14 (7.25%) Open Source
10 13 (6.74%) ETL
11 12 (6.22%) Analytics
11 12 (6.22%) Cybersecurity
11 12 (6.22%) Deployment Automation
11 12 (6.22%) Disaster Recovery
11 12 (6.22%) SOA
11 12 (6.22%) Use Case
Programming Languages
1 60 (31.09%) SQL
2 16 (8.29%) C#
3 15 (7.77%) JavaScript
4 14 (7.25%) Java
4 14 (7.25%) PowerShell
5 12 (6.22%) T-SQL
6 9 (4.66%) PHP
6 9 (4.66%) PL/SQL
7 8 (4.15%) Python
8 4 (2.07%) Ruby
9 2 (1.04%) C
9 2 (1.04%) C++
9 2 (1.04%) Objective-C
10 1 (0.52%) Apex Code
10 1 (0.52%) Bash Shell
10 1 (0.52%) MATLAB
10 1 (0.52%) Perl
10 1 (0.52%) R
10 1 (0.52%) SOQL
10 1 (0.52%) VB.NET
Qualifications
1 22 (11.40%) Degree
2 12 (6.22%) ITIL Certification
3 9 (4.66%) CCNA
3 9 (4.66%) Cisco Certification
4 8 (4.15%) Microsoft Certification
5 7 (3.63%) OCP
5 7 (3.63%) Oracle Certification
5 7 (3.63%) SC Cleared
5 7 (3.63%) Security Cleared
6 6 (3.11%) CISA
6 6 (3.11%) CISM
6 6 (3.11%) CISSP
6 6 (3.11%) MCSA
6 6 (3.11%) SANS
6 6 (3.11%) SSCP
6 6 (3.11%) VMware Certified Professional (VCP)
7 4 (2.07%) Computer Science Degree
8 1 (0.52%) Master's Degree
8 1 (0.52%) Numerate Degree
8 1 (0.52%) PMP
Quality Assurance & Compliance
1 19 (9.84%) ISO/IEC 27001
2 16 (8.29%) Data Quality
3 14 (7.25%) Cyber Essentials
4 7 (3.63%) GDPR
4 7 (3.63%) QA
5 5 (2.59%) SLA
6 2 (1.04%) PCI DSS
7 1 (0.52%) ISO/IEC 20000
7 1 (0.52%) Sarbanes-Oxley
System Software
1 38 (19.69%) Active Directory
2 23 (11.92%) Hyper-V
2 23 (11.92%) VMware Infrastructure
3 17 (8.81%) Virtual Machines
4 11 (5.70%) Docker
5 7 (3.63%) Oracle RAC
6 6 (3.11%) XenApp
7 1 (0.52%) Microsoft App-V
7 1 (0.52%) Virtual Servers
7 1 (0.52%) VMware ESXi
7 1 (0.52%) XenDesktop
Systems Management
1 10 (5.18%) SCOM
2 9 (4.66%) SCCM
3 7 (3.63%) Data Guard
3 7 (3.63%) Oracle Enterprise Manager
3 7 (3.63%) Oracle RMAN
4 5 (2.59%) NetBackup
5 2 (1.04%) Terraform
6 1 (0.52%) Ansible
6 1 (0.52%) Icinga
6 1 (0.52%) Nagios
6 1 (0.52%) Opsview
6 1 (0.52%) Puppet
6 1 (0.52%) XenMobile
Vendors
1 64 (33.16%) Microsoft
2 47 (24.35%) VMware
3 21 (10.88%) Oracle
4 19 (9.84%) Google
5 14 (7.25%) Cisco
6 9 (4.66%) Rackspace
7 8 (4.15%) Citrix
7 8 (4.15%) Salesforce.com
7 8 (4.15%) Tableau
8 7 (3.63%) Red Hat
9 6 (3.11%) 3PAR
9 6 (3.11%) Apple
9 6 (3.11%) Palo Alto
9 6 (3.11%) SAP
9 6 (3.11%) Symantec
10 4 (2.07%) WooCommerce
11 2 (1.04%) NetApp
11 2 (1.04%) Splunk
11 2 (1.04%) Talend
12 1 (0.52%) Altiris