Period
to 20 November 2017

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 November 2017 with a comparison to the same period in the previous 2 years.

Migration
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 109 131 81
Rank change year-on-year +22 -50 +31
Permanent jobs citing Migration 118 104 239
As % of all permanent IT jobs advertised in Leeds 2.39% 1.94% 3.43%
As % of the Processes & Methodologies category 2.59% 2.14% 3.74%
Number of salaries quoted 87 95 179
Leeds median annual salary £47,500 £42,500 £50,000
Median salary % change year-on-year +11.76% -15.00% +16.96%
10th Percentile £37,000 £29,700 £30,000
90th Percentile £72,500 £72,500 £67,500
West Yorkshire median annual salary £45,000 £42,500 £45,000
% change year-on-year +5.88% -5.56% +5.88%

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 4558 4855 6398
As % of all permanent IT jobs advertised in Leeds 92.27% 90.56% 91.94%
Number of salaries quoted 3831 4157 5088
Leeds median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £27,500 £26,250 £27,000
90th Percentile £63,250 £62,500 £60,000
West Yorkshire median annual salary £42,500 £42,500 £42,000
% change year-on-year - +1.19% +5.00%

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 November 2017.

Salary histogram for Migration in Leeds

For the 6 months to 20 November 2017, IT jobs citing Migration also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Leeds region with a requirement for Migration.

1 48 (40.68%) SQL
2 39 (33.05%) Data Warehouse
3 36 (30.51%) ETL
3 36 (30.51%) Data Migration
4 35 (29.66%) SQL Server
5 34 (28.81%) Finance
6 32 (27.12%) SQL Server Reporting Services
6 32 (27.12%) SQL Server Integration Services
7 31 (26.27%) Microsoft
8 27 (22.88%) SQL Server Analysis Services
9 23 (19.49%) SQL Server 2012
9 23 (19.49%) SQL Server 2014
10 22 (18.64%) Business Intelligence
11 21 (17.80%) Data Modelling
11 21 (17.80%) Agile Software Development
12 19 (16.10%) Linux
13 16 (13.56%) Shell Script
13 16 (13.56%) VMware
13 16 (13.56%) Amazon AWS
14 15 (12.71%) Bash Shell
14 15 (12.71%) IBM InfoSphere
14 15 (12.71%) Database Security
14 15 (12.71%) DevOps
14 15 (12.71%) Netezza
14 15 (12.71%) QA
14 15 (12.71%) DataStage
14 15 (12.71%) IBM
15 13 (11.02%) Management Information System
15 13 (11.02%) SOA
15 13 (11.02%) Retail

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 7 (5.93%) SharePoint
2 2 (1.69%) Oracle SOA Suite
2 2 (1.69%) SharePoint 2010
2 2 (1.69%) SharePoint 2013
2 2 (1.69%) Skype for Business
2 2 (1.69%) Tomcat
3 1 (0.85%) CMS
3 1 (0.85%) Exchange Server 2010
3 1 (0.85%) Exchange Server 2013
3 1 (0.85%) IIS
3 1 (0.85%) MS Exchange
3 1 (0.85%) Mule
3 1 (0.85%) OpenEdge
3 1 (0.85%) OpenStack
3 1 (0.85%) SAS
3 1 (0.85%) SharePoint Server
Applications
1 2 (1.69%) Microsoft Excel
2 1 (0.85%) Microsoft Office
Business Applications
1 3 (2.54%) Dynamics AX
1 3 (2.54%) Dynamics GP
2 2 (1.69%) Dynamics CRM
Cloud Services
1 16 (13.56%) Amazon AWS
2 13 (11.02%) Microsoft Azure
3 9 (7.63%) Google Cloud Platform
4 2 (1.69%) SaaS
5 1 (0.85%) IaaS
5 1 (0.85%) Mimecast
5 1 (0.85%) Office 365
5 1 (0.85%) PaaS
Communications & Networking
1 9 (7.63%) VoIP
2 7 (5.93%) Wireless
3 6 (5.08%) MPLS
4 5 (4.24%) Internet
4 5 (4.24%) WAN
5 4 (3.39%) Firewall
5 4 (3.39%) LAN
5 4 (3.39%) Network Security
5 4 (3.39%) WLAN
6 2 (1.69%) Cisco Nexus
6 2 (1.69%) DHCP
6 2 (1.69%) DNS
6 2 (1.69%) SMS
7 1 (0.85%) DMVPN
7 1 (0.85%) IPsec
7 1 (0.85%) NetScaler
7 1 (0.85%) Skype
7 1 (0.85%) SSL
7 1 (0.85%) Unified Communications
7 1 (0.85%) VPN
Database & Business Intelligence
1 39 (33.05%) Data Warehouse
2 35 (29.66%) SQL Server
3 32 (27.12%) SQL Server Integration Services
3 32 (27.12%) SQL Server Reporting Services
4 27 (22.88%) SQL Server Analysis Services
5 23 (19.49%) SQL Server 2012
5 23 (19.49%) SQL Server 2014
6 15 (12.71%) DataStage
6 15 (12.71%) IBM InfoSphere
7 8 (6.78%) Enterprise Data Warehouse
7 8 (6.78%) SQL Server 2008
8 6 (5.08%) QlikView
8 6 (5.08%) SAP Data Services
9 4 (3.39%) Oracle Database
9 4 (3.39%) Oracle Reports
10 3 (2.54%) Big Data
10 3 (2.54%) Hadoop
11 2 (1.69%) BusinessObjects
11 2 (1.69%) MySQL
11 2 (1.69%) PostgreSQL
Development Applications
1 8 (6.78%) Talend Open Studio
1 8 (6.78%) Team Foundation Server
1 8 (6.78%) Visual Studio
2 4 (3.39%) Git (software)
3 3 (2.54%) Jenkins
3 3 (2.54%) Sonatype Nexus
4 2 (1.69%) GCC
4 2 (1.69%) JBehave
4 2 (1.69%) JIRA
4 2 (1.69%) JUnit
4 2 (1.69%) Ranorex
4 2 (1.69%) Subversion
5 1 (0.85%) Cucumber
5 1 (0.85%) Gradle
5 1 (0.85%) Maven
5 1 (0.85%) Oracle APEX
5 1 (0.85%) Travis CI
5 1 (0.85%) Wercker
General
1 34 (28.81%) Finance
2 13 (11.02%) Retail
3 10 (8.47%) Advertising
4 9 (7.63%) Local Government
4 9 (7.63%) Manufacturing
5 5 (4.24%) Games
6 4 (3.39%) Telecoms
7 3 (2.54%) General Ledger
7 3 (2.54%) Legal
7 3 (2.54%) Pharmaceutical
Job Titles
1 29 (24.58%) Architect
2 25 (21.19%) Developer
3 18 (15.25%) Consultant
4 14 (11.86%) Administrator
5 13 (11.02%) Senior Architect
6 12 (10.17%) DBA
7 11 (9.32%) Senior DBA
8 10 (8.47%) Cloud Architect
8 10 (8.47%) ETL Developer
9 9 (7.63%) AWS Architect
9 9 (7.63%) AWS Consultant
9 9 (7.63%) Business Intelligence Developer
9 9 (7.63%) Cloud Consultant
9 9 (7.63%) Senior Consultant
9 9 (7.63%) Web Architect
9 9 (7.63%) Web Consultant
10 7 (5.93%) Data Warehouse Developer
10 7 (5.93%) SQL DBA
11 6 (5.08%) Senior SQL DBA
11 6 (5.08%) SQL Developer
Libraries, Frameworks & Software Standards
1 11 (9.32%) Middleware
1 11 (9.32%) Web Services
2 3 (2.54%) .NET
3 2 (1.69%) CSS
3 2 (1.69%) Ext JS
3 2 (1.69%) Hibernate
3 2 (1.69%) HTML
3 2 (1.69%) J2EE
3 2 (1.69%) Java EE
3 2 (1.69%) JPA
3 2 (1.69%) LAMP
3 2 (1.69%) LAPP Stack
3 2 (1.69%) Oracle Fusion
3 2 (1.69%) Spring
4 1 (0.85%) AngularJS
4 1 (0.85%) ASP.NET Web API
4 1 (0.85%) Twitter Bootstrap
4 1 (0.85%) WinForms
4 1 (0.85%) WireMock
4 1 (0.85%) XMPP
Miscellaneous
1 13 (11.02%) Data Structures
1 13 (11.02%) Management Information System
2 12 (10.17%) Enterprise Software
3 8 (6.78%) Replication
4 5 (4.24%) Fintech
5 4 (3.39%) Analytical Skills
5 4 (3.39%) Public Cloud
5 4 (3.39%) Virtual Team
6 3 (2.54%) Driving Licence
6 3 (2.54%) Hybrid Cloud
7 2 (1.69%) Data Centre
7 2 (1.69%) Private Cloud
8 1 (0.85%) Clustering
8 1 (0.85%) Greenfield Project
Operating Systems
1 19 (16.10%) Linux
2 6 (5.08%) Windows
3 4 (3.39%) Unix
3 4 (3.39%) Windows Server
4 2 (1.69%) Red Hat Enterprise Linux
4 2 (1.69%) Windows Server 2008
5 1 (0.85%) Solaris
5 1 (0.85%) Windows Server 2003
Processes & Methodologies
1 36 (30.51%) Data Migration
1 36 (30.51%) ETL
2 22 (18.64%) Business Intelligence
3 21 (17.80%) Agile Software Development
3 21 (17.80%) Data Modelling
4 15 (12.71%) Database Security
4 15 (12.71%) DevOps
5 13 (11.02%) Performance Tuning
5 13 (11.02%) SOA
6 12 (10.17%) Analytics
7 11 (9.32%) Stakeholder Management
8 10 (8.47%) Open Source
9 9 (7.63%) Disaster Recovery
9 9 (7.63%) Project Management
9 9 (7.63%) Requirements Analysis
9 9 (7.63%) UML
9 9 (7.63%) Use Case
10 8 (6.78%) Business Transformation
10 8 (6.78%) Data Integration
10 8 (6.78%) Network Architecture
Programming Languages
1 48 (40.68%) SQL
2 16 (13.56%) Shell Script
3 15 (12.71%) Bash Shell
4 6 (5.08%) Java
4 6 (5.08%) PowerShell
5 4 (3.39%) JavaScript
5 4 (3.39%) T-SQL
6 3 (2.54%) Apex Code
6 3 (2.54%) C#
7 2 (1.69%) C++
7 2 (1.69%) Python
7 2 (1.69%) VC++
8 1 (0.85%) C
8 1 (0.85%) MATLAB
8 1 (0.85%) PL/SQL
8 1 (0.85%) R
8 1 (0.85%) VB
8 1 (0.85%) VBA
8 1 (0.85%) VBScript
Qualifications
1 6 (5.08%) Microsoft Certification
2 4 (3.39%) MCSE
3 3 (2.54%) Security Cleared
4 2 (1.69%) Degree
5 1 (0.85%) APMP
5 1 (0.85%) CCIE
5 1 (0.85%) CCNP
5 1 (0.85%) CCNP Voice
5 1 (0.85%) CCVP
5 1 (0.85%) Cisco Certification
5 1 (0.85%) MCITP
5 1 (0.85%) SC Cleared
5 1 (0.85%) VCAP
5 1 (0.85%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 15 (12.71%) QA
2 3 (2.54%) PCI DSS
3 2 (1.69%) Data Quality
3 2 (1.69%) GDPR
3 2 (1.69%) SLA
4 1 (0.85%) ISO/IEC 27001
System Software
1 8 (6.78%) Active Directory
2 6 (5.08%) VMware Infrastructure
3 2 (1.69%) Hyper-V
3 2 (1.69%) Terminal Server
3 2 (1.69%) vSphere
4 1 (0.85%) KVM
4 1 (0.85%) Virtual Servers
4 1 (0.85%) XenApp
Systems Management
1 4 (3.39%) SCOM
2 3 (2.54%) Puppet
3 2 (1.69%) SolarWinds Orion
4 1 (0.85%) Ansible
4 1 (0.85%) Cisco CUCM
4 1 (0.85%) Cisco UCCE
4 1 (0.85%) Cisco UCCX
4 1 (0.85%) Opscode Chef
Vendors
1 31 (26.27%) Microsoft
2 16 (13.56%) VMware
3 15 (12.71%) IBM
3 15 (12.71%) Netezza
4 12 (10.17%) Tableau
5 10 (8.47%) Rackspace
5 10 (8.47%) SAP
6 9 (7.63%) Cisco
6 9 (7.63%) Google
6 9 (7.63%) Oracle
7 8 (6.78%) Talend
8 4 (3.39%) HP
9 3 (2.54%) Citrix
9 3 (2.54%) MicroStrategy
9 3 (2.54%) Pardot
9 3 (2.54%) Salesforce.com
10 2 (1.69%) Dell
10 2 (1.69%) NetApp
10 2 (1.69%) Red Hat
10 2 (1.69%) SolarWinds