Period
to 24 June 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 24 June 2018 with a comparison to the same period in the previous 2 years.

Migration
6 months to
24 Jun 2018
Same period 2017 Same period 2016
Rank 113 93 124
Rank change year-on-year -20 +31 -48
Permanent jobs citing Migration 107 149 143
As % of all permanent IT jobs advertised in Leeds 2.25% 2.92% 2.30%
As % of the Processes & Methodologies category 2.41% 3.13% 2.52%
Number of salaries quoted 95 137 122
Leeds median annual salary £45,500 £44,000 £40,000
Median salary % change year-on-year +3.41% +10.00% -34.00%
10th Percentile £32,550 £36,250 £26,975
90th Percentile £70,000 £72,500 £72,500
West Yorkshire median annual salary £45,000 £45,000 £39,000
% change year-on-year - +15.38% -29.09%

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 4,447 4,766 5,679
As % of all permanent IT jobs advertised in Leeds 93.54% 93.34% 91.54%
Number of salaries quoted 3,736 4,078 4,640
Leeds median annual salary £45,000 £45,000 £42,000
Median salary % change year-on-year - +7.14% +5.00%
10th Percentile £28,625 £26,250 £27,000
90th Percentile £65,000 £62,875 £63,750
West Yorkshire median annual salary £45,000 £42,500 £41,000
% change year-on-year +5.88% +3.66% +2.50%

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 24 June 2018.

Salary histogram for Migration in Leeds

For the 6 months to 24 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 Leeds region with a requirement for Migration.

1 28 (26.17%) Windows
1 28 (26.17%) Microsoft
1 28 (26.17%) Finance
2 27 (25.23%) Data Migration
3 24 (22.43%) Amazon AWS
3 24 (22.43%) Active Directory
4 22 (20.56%) Stakeholder Management
4 22 (20.56%) Agile Software Development
5 21 (19.63%) Microsoft Azure
5 21 (19.63%) Open Source
6 19 (17.76%) VMware
7 18 (16.82%) SQL
7 18 (16.82%) Enterprise Software
8 17 (15.89%) Python
8 17 (15.89%) DevOps
9 16 (14.95%) Business Intelligence
9 16 (14.95%) Retail
10 14 (13.08%) SQL Server
11 13 (12.15%) Manufacturing
12 12 (11.21%) PRINCE2
12 12 (11.21%) SOA
12 12 (11.21%) MS Exchange
13 11 (10.28%) ETL
13 11 (10.28%) ITIL
13 11 (10.28%) UML
13 11 (10.28%) Management Information System
13 11 (10.28%) MVC
13 11 (10.28%) Requirements Analysis
13 11 (10.28%) Office 365
14 10 (9.35%) Rackspace

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 (11.21%) MS Exchange
2 7 (6.54%) Exchange Server 2013
3 5 (4.67%) SharePoint
4 4 (3.74%) Exchange Server 2010
5 3 (2.80%) IIS
5 3 (2.80%) SharePoint 2013
6 2 (1.87%) Apache
6 2 (1.87%) Oracle SOA Suite
7 1 (0.93%) Apache Solr
7 1 (0.93%) Elasticsearch
7 1 (0.93%) nginx
Applications
1 5 (4.67%) Microsoft Office
2 1 (0.93%) Microsoft Project
Business Applications
1 3 (2.80%) Oracle EBS R12
1 3 (2.80%) Oracle ERP
1 3 (2.80%) SAP CO
1 3 (2.80%) SAP FI
1 3 (2.80%) SAP FI/CO
1 3 (2.80%) SAP S/4HANA
1 3 (2.80%) Veritas eDiscovery
2 1 (0.93%) Magento
2 1 (0.93%) Sage X3
2 1 (0.93%) Visualfiles
Cloud Services
1 24 (22.43%) Amazon AWS
2 21 (19.63%) Microsoft Azure
3 11 (10.28%) Office 365
4 10 (9.35%) Google Cloud Platform
5 4 (3.74%) Amazon CloudWatch
5 4 (3.74%) Amazon EC2
5 4 (3.74%) Amazon ELB
5 4 (3.74%) Amazon S3
5 4 (3.74%) AWS Elastic Beanstalk
5 4 (3.74%) AWS Lambda
5 4 (3.74%) Mimecast
5 4 (3.74%) Serverless
6 2 (1.87%) SaaS
7 1 (0.93%) IaaS
7 1 (0.93%) OneDrive
7 1 (0.93%) PaaS
Communications & Networking
1 9 (8.41%) MPLS
1 9 (8.41%) WAN
2 8 (7.48%) Firewall
2 8 (7.48%) SAN
3 7 (6.54%) LAN
4 5 (4.67%) DNS
5 4 (3.74%) TCP/IP
6 3 (2.80%) Network Security
6 3 (2.80%) Wireless
7 2 (1.87%) DHCP
7 2 (1.87%) VoIP
7 2 (1.87%) WLAN
8 1 (0.93%) Intranet
Database & Business Intelligence
1 14 (13.08%) SQL Server
2 9 (8.41%) Relational Database
3 7 (6.54%) NoSQL
4 5 (4.67%) SQL Server Integration Services
5 4 (3.74%) Amazon RDS
6 3 (2.80%) MySQL
6 3 (2.80%) SAP BW
6 3 (2.80%) SAP HANA
7 2 (1.87%) BusinessObjects
7 2 (1.87%) BusinessObjects Business Intelligence
7 2 (1.87%) MongoDB
7 2 (1.87%) Oracle ODI
8 1 (0.93%) Oracle Database
8 1 (0.93%) Redis
8 1 (0.93%) SQL Server 2000
8 1 (0.93%) SQL Server 2012
8 1 (0.93%) SQL Server Analysis Services
8 1 (0.93%) SQL Server Reporting Services
Development Applications
1 7 (6.54%) Git (software)
2 6 (5.61%) JIRA
2 6 (5.61%) Visual Studio
2 6 (5.61%) Visual Studio Team System
3 2 (1.87%) Oracle Forms
General
1 28 (26.17%) Finance
2 16 (14.95%) Retail
3 13 (12.15%) Manufacturing
4 10 (9.35%) Local Government
5 3 (2.80%) Advertising
6 2 (1.87%) Banking
6 2 (1.87%) Retail Banking
7 1 (0.93%) Legal
7 1 (0.93%) Marketing
7 1 (0.93%) Telecoms
Job Titles
1 22 (20.56%) Architect
2 13 (12.15%) Cloud Architect
2 13 (12.15%) Data Engineer
3 11 (10.28%) Analyst
3 11 (10.28%) Project Manager
4 10 (9.35%) AWS Architect
4 10 (9.35%) AWS Consultant
4 10 (9.35%) Cloud Consultant
4 10 (9.35%) Consultant
4 10 (9.35%) IT Manager
4 10 (9.35%) Web Architect
4 10 (9.35%) Web Consultant
5 9 (8.41%) Developer
5 9 (8.41%) Senior Data Engineer
6 7 (6.54%) Infrastructure Manager
6 7 (6.54%) IT Infrastructure Manager
7 6 (5.61%) Infrastructure Project Manager
7 6 (5.61%) IT Infrastructure Project Manager
7 6 (5.61%) IT Project Manager
7 6 (5.61%) Software Architect
Libraries, Frameworks & Software Standards
1 10 (9.35%) .NET
1 10 (9.35%) Middleware
1 10 (9.35%) Web Services
2 8 (7.48%) ASP.NET
3 6 (5.61%) ASP.NET MVC
4 3 (2.80%) CSS
4 3 (2.80%) Hibernate
4 3 (2.80%) HTML
4 3 (2.80%) JSF
4 3 (2.80%) Spring
4 3 (2.80%) Struts
5 2 (1.87%) ASP.NET Web API
5 2 (1.87%) ASP.NET Web Forms
5 2 (1.87%) J2EE
5 2 (1.87%) Java EE
5 2 (1.87%) jQuery
5 2 (1.87%) LAMP
5 2 (1.87%) Laravel
6 1 (0.93%) Elastic Stack
6 1 (0.93%) LEMP Stack
Miscellaneous
1 18 (16.82%) Enterprise Software
2 11 (10.28%) Management Information System
3 9 (8.41%) Greenfield Project
4 8 (7.48%) Data Centre
5 5 (4.67%) Driving Licence
6 4 (3.74%) User Experience
7 3 (2.80%) Analytical Skills
8 1 (0.93%) Cloud Native
8 1 (0.93%) Clustering
8 1 (0.93%) NHS
Operating Systems
1 28 (26.17%) Windows
2 10 (9.35%) Windows Server 2003
3 9 (8.41%) Linux
3 9 (8.41%) Windows Server
3 9 (8.41%) Windows Server 2008
3 9 (8.41%) Windows Server 2012
4 1 (0.93%) Debian
4 1 (0.93%) Ubuntu
Processes & Methodologies
1 27 (25.23%) Data Migration
2 22 (20.56%) Agile Software Development
2 22 (20.56%) Stakeholder Management
3 21 (19.63%) Open Source
4 17 (15.89%) DevOps
5 16 (14.95%) Business Intelligence
6 12 (11.21%) PRINCE2
6 12 (11.21%) SOA
7 11 (10.28%) ETL
7 11 (10.28%) ITIL
7 11 (10.28%) MVC
7 11 (10.28%) Requirements Analysis
7 11 (10.28%) UML
8 10 (9.35%) Use Case
9 9 (8.41%) Project Management
9 9 (8.41%) Service Delivery
10 7 (6.54%) Data Management
11 6 (5.61%) Data Analysis
11 6 (5.61%) Data Modelling
11 6 (5.61%) GAP Analysis
Programming Languages
1 18 (16.82%) SQL
2 17 (15.89%) Python
3 9 (8.41%) C#
4 8 (7.48%) Java
5 5 (4.67%) JavaScript
5 5 (4.67%) PowerShell
5 5 (4.67%) R
5 5 (4.67%) Ruby
6 4 (3.74%) Bash Shell
6 4 (3.74%) T-SQL
7 3 (2.80%) PHP
8 1 (0.93%) C
8 1 (0.93%) VB.NET
Qualifications
1 2 (1.87%) APMP
1 2 (1.87%) MCSA
1 2 (1.87%) MCSE
1 2 (1.87%) Microsoft Certification
2 1 (0.93%) Degree
2 1 (0.93%) ITIL Certification
2 1 (0.93%) MCSD
Quality Assurance & Compliance
1 6 (5.61%) Data Quality
2 5 (4.67%) GDPR
3 4 (3.74%) ISO/IEC 27001
3 4 (3.74%) QA
4 3 (2.80%) ISO 9001
5 2 (1.87%) PMO
5 2 (1.87%) SLA
6 1 (0.93%) ISO/IEC 20000
System Software
1 24 (22.43%) Active Directory
2 9 (8.41%) VMware Infrastructure
3 5 (4.67%) Docker
3 5 (4.67%) Hyper-V
4 1 (0.93%) Varnish
Systems Management
1 4 (3.74%) Symantec Enterprise Vault
2 3 (2.80%) NetBackup
3 1 (0.93%) Ansible
3 1 (0.93%) SCCM
3 1 (0.93%) Single Sign-On
Vendors
1 28 (26.17%) Microsoft
2 19 (17.76%) VMware
3 10 (9.35%) Google
3 10 (9.35%) Rackspace
4 9 (8.41%) Oracle
5 7 (6.54%) Cisco
6 6 (5.61%) SAP
7 5 (4.67%) SonicWALL
7 5 (4.67%) WatchGuard
8 4 (3.74%) Capita
8 4 (3.74%) Splunk
8 4 (3.74%) Symantec
9 3 (2.80%) Citrix
9 3 (2.80%) Infor
10 1 (0.93%) Sage