Period
to 20 February 2019

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 20 February 2019 with a comparison to the same period in the previous 2 years.

Migration
6 months to
20 Feb 2019
Same period 2018 Same period 2017
Rank 98 128 116
Rank change year-on-year +30 -12 -27
Permanent jobs citing Migration 85 90 121
As % of all permanent IT jobs advertised in Leeds 2.65% 1.81% 2.29%
As % of the Processes & Methodologies category 2.88% 1.92% 2.47%
Number of salaries quoted 73 62 112
Leeds median annual salary £47,000 £55,000 £42,500
Median salary % change year-on-year -14.55% +29.41% -15.00%
10th Percentile £35,000 £33,225 £30,750
90th Percentile £77,500 £72,500 £72,500
West Yorkshire median annual salary £45,000 £47,021 £42,500
% change year-on-year -4.30% +10.64% -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 2,949 4,696 4,890
As % of all permanent IT jobs advertised in Leeds 91.81% 94.45% 92.63%
Number of salaries quoted 2,501 3,985 4,222
Leeds median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -
10th Percentile £28,750 £29,750 £26,250
90th Percentile £65,000 £62,500 £60,000
West Yorkshire median annual salary £44,000 £42,500 £42,500
% change year-on-year +3.53% - +1.19%

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 20 February 2019.

Salary histogram for Migration in Leeds

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 Leeds region with a requirement for Migration.

1 46 (54.12%) Microsoft Azure
2 31 (36.47%) Finance
3 29 (34.12%) DevOps
4 28 (32.94%) Amazon AWS
5 27 (31.76%) VMware
5 27 (31.76%) Active Directory
6 26 (30.59%) Microsoft
6 26 (30.59%) Windows
7 25 (29.41%) SQL
8 23 (27.06%) DNS
9 18 (21.18%) SQL Server
10 16 (18.82%) Firewall
10 16 (18.82%) Stakeholder Management
10 16 (18.82%) DHCP
10 16 (18.82%) Windows Server
11 15 (17.65%) Web Services
11 15 (17.65%) Hyper-V
12 14 (16.47%) VMware Infrastructure
12 14 (16.47%) Office 365
12 14 (16.47%) Management Information System
13 13 (15.29%) Linux
13 13 (15.29%) UML
14 12 (14.12%) SharePoint
14 12 (14.12%) SOA
14 12 (14.12%) Middleware
14 12 (14.12%) Manufacturing
14 12 (14.12%) Retail
14 12 (14.12%) Open Source
14 12 (14.12%) Enterprise Software
14 12 (14.12%) Use Case

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 12 (14.12%) SharePoint
2 10 (11.76%) MS Exchange
3 6 (7.06%) Skype for Business
4 5 (5.88%) Exchange Server 2013
5 4 (4.71%) IIS
5 4 (4.71%) SAS
6 3 (3.53%) Apache Solr
6 3 (3.53%) Elasticsearch
7 1 (1.18%) Apache Spark
7 1 (1.18%) Tomcat
Applications
1 2 (2.35%) Microsoft Excel
1 2 (2.35%) Microsoft PowerPoint
2 1 (1.18%) GIMP
2 1 (1.18%) Microsoft Office
2 1 (1.18%) Microsoft Project
2 1 (1.18%) MS Visio
2 1 (1.18%) Photoshop
Business Applications
1 1 (1.18%) Dynamics AX
1 1 (1.18%) Dynamics CRM
1 1 (1.18%) Dynamics NAV
Cloud Services
1 46 (54.12%) Microsoft Azure
2 28 (32.94%) Amazon AWS
3 14 (16.47%) Office 365
4 11 (12.94%) IaaS
5 10 (11.76%) Google Cloud Platform
6 6 (7.06%) PaaS
6 6 (7.06%) SaaS
7 3 (3.53%) Azure Active Directory
8 2 (2.35%) Amazon EC2
8 2 (2.35%) Amazon S3
8 2 (2.35%) AWS CloudFormation
8 2 (2.35%) AWS Lambda
8 2 (2.35%) OneDrive
8 2 (2.35%) Serverless
9 1 (1.18%) G Suite
9 1 (1.18%) Route 53
9 1 (1.18%) Virtual Private Cloud
Communications & Networking
1 23 (27.06%) DNS
2 16 (18.82%) DHCP
2 16 (18.82%) Firewall
3 10 (11.76%) VPN
4 8 (9.41%) VLAN
5 3 (3.53%) Intranet
5 3 (3.53%) TCP/IP
6 2 (2.35%) VoIP
6 2 (2.35%) Wi-Fi
7 1 (1.18%) FTP
7 1 (1.18%) iSCSI
7 1 (1.18%) ISDN
7 1 (1.18%) LAN
7 1 (1.18%) PSTN
7 1 (1.18%) SAN
7 1 (1.18%) Skype
7 1 (1.18%) WAN
7 1 (1.18%) WLAN
Database & Business Intelligence
1 18 (21.18%) SQL Server
2 8 (9.41%) SQL Server Integration Services
3 5 (5.88%) Data Warehouse
3 5 (5.88%) SQL Server Analysis Services
3 5 (5.88%) SQL Server Reporting Services
4 3 (3.53%) QlikView
4 3 (3.53%) Relational Database
5 2 (2.35%) MySQL
5 2 (2.35%) Power BI
5 2 (2.35%) SQL Server 2008
5 2 (2.35%) SQL Server 2012
6 1 (1.18%) Big Data
6 1 (1.18%) DTS
6 1 (1.18%) Hadoop
6 1 (1.18%) NoSQL
6 1 (1.18%) OLAP
6 1 (1.18%) OLTP
6 1 (1.18%) Pentaho
6 1 (1.18%) RDBMS
6 1 (1.18%) Star Schema
Development Applications
1 9 (10.59%) Team Foundation Server
2 1 (1.18%) Bundler
2 1 (1.18%) gulp
General
1 31 (36.47%) Finance
2 12 (14.12%) Local Government
2 12 (14.12%) Manufacturing
2 12 (14.12%) Retail
3 6 (7.06%) Telecoms
4 2 (2.35%) Legal
5 1 (1.18%) Billing
5 1 (1.18%) General Ledger
Job Titles
1 18 (21.18%) Developer
2 16 (18.82%) Architect
3 14 (16.47%) IT Manager
4 12 (14.12%) Cloud Architect
5 9 (10.59%) AWS Architect
5 9 (10.59%) AWS Consultant
5 9 (10.59%) Cloud Consultant
5 9 (10.59%) Consultant
5 9 (10.59%) Web Architect
5 9 (10.59%) Web Consultant
6 7 (8.24%) Analyst
7 6 (7.06%) Infrastructure Engineer
7 6 (7.06%) Infrastructure Specialist
7 6 (7.06%) Server Specialist
8 5 (5.88%) Solutions Architect
9 3 (3.53%) .NET Developer
9 3 (3.53%) Applications Support
9 3 (3.53%) Java Developer
9 3 (3.53%) Senior Developer
9 3 (3.53%) Systems Administrator
Libraries, Frameworks & Software Standards
1 15 (17.65%) Web Services
2 12 (14.12%) Middleware
3 10 (11.76%) .NET
4 8 (9.41%) EJB
4 8 (9.41%) EJB 3.0
4 8 (9.41%) GraphQL
4 8 (9.41%) Hibernate
4 8 (9.41%) JSP
4 8 (9.41%) Node.js
4 8 (9.41%) React
4 8 (9.41%) Spring
4 8 (9.41%) Spring Boot
5 4 (4.71%) ASP.NET
6 3 (3.53%) ASP.NET MVC
6 3 (3.53%) Elastic Stack
6 3 (3.53%) Lucene
6 3 (3.53%) MSMQ
6 3 (3.53%) RabbitMQ
6 3 (3.53%) XML
7 2 (2.35%) AngularJS
Miscellaneous
1 14 (16.47%) Management Information System
2 12 (14.12%) Enterprise Software
3 9 (10.59%) Data Centre
4 8 (9.41%) Mobile App
5 6 (7.06%) Hybrid Cloud
6 3 (3.53%) Analytical Skills
7 2 (2.35%) Data Structures
7 2 (2.35%) Public Cloud
7 2 (2.35%) Replication
8 1 (1.18%) Fintech
8 1 (1.18%) Self-Motivation
8 1 (1.18%) User Experience
Operating Systems
1 26 (30.59%) Windows
2 16 (18.82%) Windows Server
3 13 (15.29%) Linux
4 2 (2.35%) Android
4 2 (2.35%) Apple iOS
5 1 (1.18%) Unix
5 1 (1.18%) Windows 10
5 1 (1.18%) Windows 8
5 1 (1.18%) Windows Server 2012
5 1 (1.18%) Windows XP
Processes & Methodologies
1 29 (34.12%) DevOps
2 16 (18.82%) Stakeholder Management
3 13 (15.29%) UML
4 12 (14.12%) Open Source
4 12 (14.12%) SOA
4 12 (14.12%) Use Case
5 11 (12.94%) Data Migration
5 11 (12.94%) Requirements Analysis
6 9 (10.59%) Change Management
6 9 (10.59%) Data Modelling
7 8 (9.41%) Capacity Management
7 8 (9.41%) Hardware Maintenance
7 8 (9.41%) Microservices
7 8 (9.41%) Strategic Planning
8 7 (8.24%) Infrastructure Engineering
8 7 (8.24%) ITIL
8 7 (8.24%) MVC
8 7 (8.24%) Service Delivery
9 6 (7.06%) Business Intelligence
9 6 (7.06%) ETL
Programming Languages
1 25 (29.41%) SQL
2 10 (11.76%) Java
3 9 (10.59%) C#
3 9 (10.59%) JavaScript
4 4 (4.71%) PHP
5 3 (3.53%) Python
6 2 (2.35%) T-SQL
7 1 (1.18%) Bash Shell
7 1 (1.18%) VB.NET
Qualifications
1 3 (3.53%) Degree
2 1 (1.18%) AWS Certification
2 1 (1.18%) Computer Science Degree
2 1 (1.18%) Microsoft Certification
2 1 (1.18%) Numerate Degree
2 1 (1.18%) SC Cleared
2 1 (1.18%) Security Cleared
Quality Assurance & Compliance
1 12 (14.12%) ISO/IEC 27001
2 8 (9.41%) Cyber Essentials
3 5 (5.88%) SLA
4 3 (3.53%) Data Quality
5 1 (1.18%) ISO/IEC 20000
5 1 (1.18%) QA
5 1 (1.18%) Sarbanes-Oxley
System Software
1 27 (31.76%) Active Directory
2 15 (17.65%) Hyper-V
3 14 (16.47%) VMware Infrastructure
4 11 (12.94%) Docker
5 5 (5.88%) XenApp
6 3 (3.53%) Virtual Machines
7 1 (1.18%) Virtual Servers
Systems Management
1 5 (5.88%) NetBackup
2 3 (3.53%) SCOM
Vendors
1 27 (31.76%) VMware
2 26 (30.59%) Microsoft
3 12 (14.12%) Google
4 9 (10.59%) Rackspace
5 6 (7.06%) Citrix
6 5 (5.88%) Cisco
6 5 (5.88%) Symantec
7 3 (3.53%) Tableau
8 2 (2.35%) Splunk
9 1 (1.18%) Dell
9 1 (1.18%) EMC
9 1 (1.18%) IDERA
9 1 (1.18%) MicroStrategy
9 1 (1.18%) Pega
9 1 (1.18%) Sage
9 1 (1.18%) Salesforce.com
9 1 (1.18%) SAP
9 1 (1.18%) Talend
9 1 (1.18%) Workday