Period
to 15 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Leeds 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 15 November 2018 with a comparison to the same period in the previous 2 years.

Migration
6 months to
15 Nov 2018
Same period 2017 Same period 2016
Rank 114 105 135
Rank change year-on-year -9 +30 -51
Permanent jobs citing Migration 79 118 103
As % of all permanent IT jobs advertised in Leeds 2.02% 2.37% 1.89%
As % of the Processes & Methodologies category 2.22% 2.53% 2.03%
Number of salaries quoted 64 87 97
Leeds median annual salary £52,500 £47,500 £44,000
Median salary % change year-on-year +10.53% +7.95% -14.15%
10th Percentile £31,400 £37,000 £30,050
90th Percentile £67,250 £72,500 £72,500
West 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 Leeds with a requirement for process or methodology skills.

All Process and Methodology Skills
Leeds
Permanent vacancies with a requirement for process or methodology skills 3,556 4,670 5,072
As % of all permanent IT jobs advertised in Leeds 90.92% 93.76% 93.03%
Number of salaries quoted 2,953 3,931 4,334
Leeds median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -
10th Percentile £27,500 £27,500 £26,250
90th Percentile £63,750 £63,250 £62,500
West Yorkshire median annual salary £44,000 £42,500 £42,500
% change year-on-year +3.53% - +3.66%

Migration
Job Vacancy Trend in Leeds

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

Job vacancy trend for Migration in Leeds

Migration
Salary Trend in Leeds

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

Salary trend for Migration in Leeds

Migration
Salary Histogram in Leeds

The salary distribution of IT jobs citing Migration in Leeds over the 6 months to 15 November 2018.

Salary histogram for Migration in Leeds

For the 6 months to 15 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 Leeds region with a requirement for Migration.

1 34 (43.04%) SQL
2 27 (34.18%) Finance
3 26 (32.91%) Microsoft Azure
4 25 (31.65%) Amazon AWS
5 23 (29.11%) SQL Server
6 21 (26.58%) Active Directory
6 21 (26.58%) VMware
6 21 (26.58%) Data Migration
7 19 (24.05%) Windows
8 18 (22.78%) SharePoint
9 17 (21.52%) Windows Server
10 16 (20.25%) VMware Infrastructure
11 15 (18.99%) Microsoft
12 14 (17.72%) ITIL
12 14 (17.72%) Web Services
12 14 (17.72%) Agile Software Development
13 13 (16.46%) Stakeholder Management
14 12 (15.19%) Service Delivery
14 12 (15.19%) Telecoms
14 12 (15.19%) Cisco
14 12 (15.19%) SaaS
15 11 (13.92%) Capacity Planning
15 11 (13.92%) Project Management
15 11 (13.92%) SLA
15 11 (13.92%) Linux
15 11 (13.92%) Risk Management
16 10 (12.66%) Python
16 10 (12.66%) ISO/IEC 27001
17 9 (11.39%) Retail
17 9 (11.39%) Lucene

Migration
Co-occurring IT Skills in Leeds 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 (22.78%) SharePoint
2 9 (11.39%) Apache Solr
2 9 (11.39%) Elasticsearch
2 9 (11.39%) IIS
3 3 (3.80%) SAS
3 3 (3.80%) SharePoint 2013
4 2 (2.53%) Exchange Server 2013
4 2 (2.53%) MS Exchange
4 2 (2.53%) Skype for Business
5 1 (1.27%) Exchange Server 2010
5 1 (1.27%) nginx
5 1 (1.27%) Tomcat
Applications
1 2 (2.53%) Microsoft Project
2 1 (1.27%) GIMP
2 1 (1.27%) Photoshop
Business Applications
1 1 (1.27%) Dynamics AX
1 1 (1.27%) Dynamics CRM
1 1 (1.27%) Dynamics NAV
1 1 (1.27%) Magento
1 1 (1.27%) Oracle EBS R12
1 1 (1.27%) Oracle ERP
1 1 (1.27%) Sage 200
Cloud Services
1 26 (32.91%) Microsoft Azure
2 25 (31.65%) Amazon AWS
3 12 (15.19%) SaaS
4 7 (8.86%) Office 365
5 6 (7.59%) Google Cloud Platform
6 2 (2.53%) OneDrive
7 1 (1.27%) AWS CloudFormation
7 1 (1.27%) Dynamics 365
7 1 (1.27%) G Suite
7 1 (1.27%) IaaS
Communications & Networking
1 9 (11.39%) Intranet
2 6 (7.59%) DNS
3 5 (6.33%) MPLS
3 5 (6.33%) TCP/IP
4 4 (5.06%) DHCP
5 2 (2.53%) Firewall
5 2 (2.53%) Wi-Fi
6 1 (1.27%) Cisco ASA
6 1 (1.27%) Cisco Firepower
6 1 (1.27%) Internet
6 1 (1.27%) IPsec
6 1 (1.27%) iSCSI
6 1 (1.27%) SAN
6 1 (1.27%) Skype
6 1 (1.27%) VoIP
6 1 (1.27%) VPN
Database & Business Intelligence
1 23 (29.11%) SQL Server
2 8 (10.13%) SQL Server Integration Services
3 5 (6.33%) Relational Database
3 5 (6.33%) SQL Server 2012
4 4 (5.06%) SQL Server 2014
4 4 (5.06%) SQL Server 2016
5 3 (3.80%) NoSQL
6 2 (2.53%) Data Warehouse
6 2 (2.53%) MongoDB
7 1 (1.27%) MySQL
7 1 (1.27%) Redis
7 1 (1.27%) SQL Server 2008
7 1 (1.27%) SQL Server Analysis Services
7 1 (1.27%) SQL Server Reporting Services
7 1 (1.27%) Star Schema
Development Applications
1 1 (1.27%) Bundler
1 1 (1.27%) Git (software)
1 1 (1.27%) gulp
General
1 27 (34.18%) Finance
2 12 (15.19%) Telecoms
3 9 (11.39%) Retail
4 5 (6.33%) Local Government
4 5 (6.33%) Manufacturing
5 3 (3.80%) Legal
6 2 (2.53%) Advertising
7 1 (1.27%) Banking
7 1 (1.27%) Billing
7 1 (1.27%) General Ledger
Job Titles
1 13 (16.46%) IT Manager
2 11 (13.92%) Developer
3 10 (12.66%) Project Manager
4 9 (11.39%) Architect
5 8 (10.13%) Team Leader
6 7 (8.86%) Data Engineer
7 6 (7.59%) Analyst
7 6 (7.59%) Consultant
7 6 (7.59%) Infrastructure Manager
8 5 (6.33%) .NET Developer
8 5 (6.33%) ASP.NET MVC Developer
8 5 (6.33%) AWS Architect
8 5 (6.33%) Cloud Architect
8 5 (6.33%) Cloud Consultant
8 5 (6.33%) IT Infrastructure Manager
8 5 (6.33%) IT Project Manager
8 5 (6.33%) Senior Data Engineer
8 5 (6.33%) Senior Developer
8 5 (6.33%) Web Architect
8 5 (6.33%) Web Consultant
Libraries, Frameworks & Software Standards
1 14 (17.72%) Web Services
2 9 (11.39%) .NET
2 9 (11.39%) Elastic Stack
2 9 (11.39%) Lucene
3 5 (6.33%) ASP.NET
3 5 (6.33%) Middleware
4 4 (5.06%) .NET Framework
4 4 (5.06%) ASP.NET Web API
4 4 (5.06%) Entity Framework
5 3 (3.80%) MSMQ
5 3 (3.80%) RabbitMQ
5 3 (3.80%) XML
6 2 (2.53%) AngularJS
6 2 (2.53%) ASP.NET MVC
6 2 (2.53%) CSS
7 1 (1.27%) CSS3
7 1 (1.27%) HTML
7 1 (1.27%) HTML5
7 1 (1.27%) LESS
7 1 (1.27%) Sass
Miscellaneous
1 6 (7.59%) Analytical Skills
1 6 (7.59%) Management Information System
2 5 (6.33%) Enterprise Software
3 3 (3.80%) Public Cloud
4 2 (2.53%) Data Centre
4 2 (2.53%) Replication
5 1 (1.27%) Enterprise Cloud
5 1 (1.27%) EPoS
5 1 (1.27%) Mainframe
5 1 (1.27%) User Experience
Operating Systems
1 19 (24.05%) Windows
2 17 (21.52%) Windows Server
3 11 (13.92%) Linux
4 1 (1.27%) Android
4 1 (1.27%) Apple iOS
4 1 (1.27%) Debian
4 1 (1.27%) HPUX
4 1 (1.27%) Ubuntu
4 1 (1.27%) Unix
4 1 (1.27%) Windows Server 2012
4 1 (1.27%) Windows XP
Processes & Methodologies
1 21 (26.58%) Data Migration
2 14 (17.72%) Agile Software Development
2 14 (17.72%) ITIL
3 13 (16.46%) Stakeholder Management
4 12 (15.19%) Service Delivery
5 11 (13.92%) Capacity Planning
5 11 (13.92%) Project Management
5 11 (13.92%) Risk Management
6 9 (11.39%) ETL
6 9 (11.39%) PRINCE2
7 7 (8.86%) Coaching
7 7 (8.86%) DevOps
7 7 (8.86%) Infrastructure Engineering
7 7 (8.86%) MVC
7 7 (8.86%) Open Source
7 7 (8.86%) Problem Management
8 6 (7.59%) Business Intelligence
8 6 (7.59%) Cybersecurity
8 6 (7.59%) Data Analysis
8 6 (7.59%) SDLC
Programming Languages
1 34 (43.04%) SQL
2 10 (12.66%) Python
3 9 (11.39%) C#
4 7 (8.86%) T-SQL
5 5 (6.33%) JavaScript
6 4 (5.06%) PHP
7 3 (3.80%) Ruby
8 2 (2.53%) Java
8 2 (2.53%) R
9 1 (1.27%) Bash Shell
9 1 (1.27%) VB.NET
Qualifications
1 1 (1.27%) CCNA
1 1 (1.27%) Cisco Certification
1 1 (1.27%) ITIL Certification
1 1 (1.27%) MCSA
1 1 (1.27%) Microsoft Certification
1 1 (1.27%) VCP5
1 1 (1.27%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 11 (13.92%) SLA
2 10 (12.66%) ISO/IEC 27001
3 7 (8.86%) ISO/IEC 20000
4 4 (5.06%) GDPR
5 2 (2.53%) PMO
6 1 (1.27%) Data Quality
6 1 (1.27%) ISO 9001
6 1 (1.27%) QA
6 1 (1.27%) Sarbanes-Oxley
System Software
1 21 (26.58%) Active Directory
2 16 (20.25%) VMware Infrastructure
3 9 (11.39%) Docker
4 2 (2.53%) Hyper-V
5 1 (1.27%) Varnish
5 1 (1.27%) XenApp
Systems Management
1 3 (3.80%) SCOM
2 2 (2.53%) NetBackup
3 1 (1.27%) AirWatch
3 1 (1.27%) Ansible
3 1 (1.27%) SCCM
Vendors
1 21 (26.58%) VMware
2 15 (18.99%) Microsoft
3 12 (15.19%) Cisco
4 8 (10.13%) Google
5 5 (6.33%) Rackspace
6 3 (3.80%) Citrix
7 2 (2.53%) Sage
8 1 (1.27%) Infor
8 1 (1.27%) Oracle
8 1 (1.27%) Salesforce.com
8 1 (1.27%) ServiceNow
8 1 (1.27%) Splunk
8 1 (1.27%) Symantec
8 1 (1.27%) Veeam
8 1 (1.27%) Workday