Period
to 20 September 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 20 September 2018 with a comparison to the same period in the previous 2 years.

Migration
6 months to
20 Sep 2018
Same period 2017 Same period 2016
Rank 104 109 139
Rank change year-on-year +5 +30 -61
Permanent jobs citing Migration 98 130 103
As % of all permanent IT jobs advertised in Leeds 2.35% 2.63% 1.85%
As % of the Processes & Methodologies category 2.56% 2.80% 1.98%
Number of salaries quoted 85 113 94
Leeds median annual salary £50,000 £47,500 £43,250
Median salary % change year-on-year +5.26% +9.83% -23.11%
10th Percentile £33,050 £36,500 £29,675
90th Percentile £70,000 £72,500 £72,500
West Yorkshire median annual salary £43,250 £47,500 £42,500
% change year-on-year -8.95% +11.76% -17.07%

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 3,826 4,643 5,204
As % of all permanent IT jobs advertised in Leeds 91.60% 93.78% 93.33%
Number of salaries quoted 3,209 3,894 4,302
Leeds median annual salary £45,000 £45,000 £42,000
Median salary % change year-on-year - +7.14% -1.18%
10th Percentile £27,500 £27,000 £26,250
90th Percentile £65,000 £63,750 £62,500
West Yorkshire median annual salary £45,000 £42,500 £42,000
% change year-on-year +5.88% +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 September 2018.

Salary histogram for Migration in Leeds

For the 6 months to 20 September 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 32 (32.65%) SQL
2 31 (31.63%) Finance
3 30 (30.61%) Windows
4 27 (27.55%) Active Directory
5 26 (26.53%) Amazon AWS
6 25 (25.51%) Microsoft
7 24 (24.49%) Data Migration
8 22 (22.45%) Microsoft Azure
8 22 (22.45%) Stakeholder Management
9 21 (21.43%) VMware
10 20 (20.41%) Python
11 18 (18.37%) SQL Server
12 16 (16.33%) Windows Server
13 15 (15.31%) Linux
13 15 (15.31%) Agile Software Development
14 14 (14.29%) Retail
14 14 (14.29%) VMware Infrastructure
14 14 (14.29%) Open Source
15 13 (13.27%) Web Services
15 13 (13.27%) ITIL
15 13 (13.27%) SharePoint
15 13 (13.27%) ETL
16 12 (12.24%) Docker
16 12 (12.24%) DevOps
16 12 (12.24%) PRINCE2
16 12 (12.24%) Cisco
17 11 (11.22%) Service Delivery
17 11 (11.22%) Project Management
17 11 (11.22%) .NET
18 10 (10.20%) C#

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 13 (13.27%) SharePoint
2 10 (10.20%) MS Exchange
3 8 (8.16%) Apache Solr
3 8 (8.16%) Elasticsearch
4 7 (7.14%) Exchange Server 2013
5 5 (5.10%) Exchange Server 2010
5 5 (5.10%) IIS
6 4 (4.08%) SharePoint 2013
7 2 (2.04%) SAS
8 1 (1.02%) Apache
8 1 (1.02%) nginx
Applications
1 2 (2.04%) Microsoft Office
1 2 (2.04%) Microsoft Project
2 1 (1.02%) GIMP
2 1 (1.02%) Photoshop
Business Applications
1 3 (3.06%) Oracle EBS R12
1 3 (3.06%) Oracle ERP
1 3 (3.06%) SAP CO
1 3 (3.06%) SAP FI
1 3 (3.06%) SAP FI/CO
1 3 (3.06%) SAP S/4HANA
1 3 (3.06%) Veritas eDiscovery
2 1 (1.02%) Magento
2 1 (1.02%) Sage 200
2 1 (1.02%) Visualfiles
Cloud Services
1 26 (26.53%) Amazon AWS
2 22 (22.45%) Microsoft Azure
3 8 (8.16%) Office 365
3 8 (8.16%) SaaS
4 7 (7.14%) Google Cloud Platform
5 4 (4.08%) Amazon CloudWatch
5 4 (4.08%) Amazon EC2
5 4 (4.08%) Amazon ELB
5 4 (4.08%) Amazon S3
5 4 (4.08%) AWS Elastic Beanstalk
5 4 (4.08%) AWS Lambda
5 4 (4.08%) Mimecast
5 4 (4.08%) Serverless
6 1 (1.02%) AWS CloudFormation
6 1 (1.02%) Dynamics 365
Communications & Networking
1 8 (8.16%) Intranet
2 7 (7.14%) MPLS
3 6 (6.12%) SAN
4 5 (5.10%) DNS
4 5 (5.10%) WAN
5 3 (3.06%) Firewall
5 3 (3.06%) LAN
5 3 (3.06%) TCP/IP
6 2 (2.04%) DHCP
7 1 (1.02%) Cisco ASA
7 1 (1.02%) Cisco Firepower
7 1 (1.02%) Internet
7 1 (1.02%) IPsec
7 1 (1.02%) VPN
Database & Business Intelligence
1 18 (18.37%) SQL Server
2 9 (9.18%) Relational Database
2 9 (9.18%) SQL Server Integration Services
3 6 (6.12%) NoSQL
4 4 (4.08%) Amazon RDS
4 4 (4.08%) SQL Server 2012
4 4 (4.08%) SQL Server 2014
4 4 (4.08%) SQL Server 2016
5 2 (2.04%) MongoDB
5 2 (2.04%) MySQL
6 1 (1.02%) Redis
Development Applications
1 3 (3.06%) Git (software)
2 2 (2.04%) JIRA
2 2 (2.04%) Visual Studio
2 2 (2.04%) Visual Studio Team System
3 1 (1.02%) Bundler
3 1 (1.02%) gulp
General
1 31 (31.63%) Finance
2 14 (14.29%) Retail
3 8 (8.16%) Telecoms
4 7 (7.14%) Local Government
4 7 (7.14%) Manufacturing
5 4 (4.08%) Advertising
6 3 (3.06%) Legal
7 1 (1.02%) Banking
Job Titles
1 14 (14.29%) IT Manager
2 13 (13.27%) Data Engineer
3 12 (12.24%) Architect
3 12 (12.24%) Project Manager
4 11 (11.22%) Developer
5 9 (9.18%) Senior Data Engineer
6 8 (8.16%) Consultant
6 8 (8.16%) Infrastructure Manager
6 8 (8.16%) Team Leader
7 7 (7.14%) AWS Architect
7 7 (7.14%) AWS Consultant
7 7 (7.14%) Cloud Architect
7 7 (7.14%) Cloud Consultant
7 7 (7.14%) IT Infrastructure Manager
7 7 (7.14%) IT Project Manager
7 7 (7.14%) Web Architect
7 7 (7.14%) Web Consultant
8 6 (6.12%) Infrastructure Project Manager
8 6 (6.12%) IT Infrastructure Project Manager
9 5 (5.10%) Senior Manager
Libraries, Frameworks & Software Standards
1 13 (13.27%) Web Services
2 11 (11.22%) .NET
3 8 (8.16%) Elastic Stack
3 8 (8.16%) Lucene
4 7 (7.14%) Middleware
5 6 (6.12%) ASP.NET
6 4 (4.08%) .NET Framework
6 4 (4.08%) ASP.NET MVC
6 4 (4.08%) ASP.NET Web API
6 4 (4.08%) CSS
6 4 (4.08%) Entity Framework
7 3 (3.06%) AngularJS
7 3 (3.06%) HTML
8 1 (1.02%) CSS3
8 1 (1.02%) HTML5
8 1 (1.02%) LAMP
8 1 (1.02%) Laravel
8 1 (1.02%) LESS
8 1 (1.02%) Node.js
8 1 (1.02%) Sass
Miscellaneous
1 9 (9.18%) Enterprise Software
2 7 (7.14%) Analytical Skills
2 7 (7.14%) Data Centre
2 7 (7.14%) Management Information System
3 3 (3.06%) Greenfield Project
4 2 (2.04%) Driving Licence
5 1 (1.02%) Enterprise Cloud
5 1 (1.02%) EPoS
5 1 (1.02%) Mainframe
5 1 (1.02%) NHS
5 1 (1.02%) Public Cloud
5 1 (1.02%) Replication
5 1 (1.02%) User Experience
Operating Systems
1 30 (30.61%) Windows
2 16 (16.33%) Windows Server
3 15 (15.31%) Linux
4 8 (8.16%) Windows Server 2012
5 7 (7.14%) Windows Server 2008
6 6 (6.12%) Windows Server 2003
7 1 (1.02%) Debian
7 1 (1.02%) HPUX
7 1 (1.02%) Ubuntu
7 1 (1.02%) Windows XP
Processes & Methodologies
1 24 (24.49%) Data Migration
2 22 (22.45%) Stakeholder Management
3 15 (15.31%) Agile Software Development
4 14 (14.29%) Open Source
5 13 (13.27%) ETL
5 13 (13.27%) ITIL
6 12 (12.24%) DevOps
6 12 (12.24%) PRINCE2
7 11 (11.22%) Project Management
7 11 (11.22%) Service Delivery
8 10 (10.20%) Business Intelligence
8 10 (10.20%) Infrastructure Engineering
9 9 (9.18%) MVC
10 8 (8.16%) Capacity Planning
10 8 (8.16%) Coaching
10 8 (8.16%) Data Analysis
10 8 (8.16%) Requirements Analysis
10 8 (8.16%) Risk Management
11 7 (7.14%) SOA
11 7 (7.14%) Use Case
Programming Languages
1 32 (32.65%) SQL
2 20 (20.41%) Python
3 10 (10.20%) C#
4 7 (7.14%) T-SQL
5 5 (5.10%) Bash Shell
5 5 (5.10%) JavaScript
5 5 (5.10%) R
5 5 (5.10%) Ruby
6 4 (4.08%) PowerShell
7 3 (3.06%) PHP
8 2 (2.04%) Java
8 2 (2.04%) VB.NET
Qualifications
1 2 (2.04%) MCSA
1 2 (2.04%) Microsoft Certification
2 1 (1.02%) CCNA
2 1 (1.02%) Cisco Certification
2 1 (1.02%) Degree
2 1 (1.02%) ITIL Certification
2 1 (1.02%) MCSD
2 1 (1.02%) MCSE
2 1 (1.02%) VCP5
2 1 (1.02%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 9 (9.18%) ISO/IEC 27001
2 8 (8.16%) SLA
3 6 (6.12%) ISO/IEC 20000
4 5 (5.10%) GDPR
5 3 (3.06%) ISO 9001
5 3 (3.06%) PMO
System Software
1 27 (27.55%) Active Directory
2 14 (14.29%) VMware Infrastructure
3 12 (12.24%) Docker
4 2 (2.04%) Hyper-V
5 1 (1.02%) Varnish
Systems Management
1 4 (4.08%) Symantec Enterprise Vault
2 3 (3.06%) NetBackup
3 1 (1.02%) AirWatch
3 1 (1.02%) Ansible
3 1 (1.02%) SCCM
Vendors
1 25 (25.51%) Microsoft
2 21 (21.43%) VMware
3 12 (12.24%) Cisco
4 7 (7.14%) Google
4 7 (7.14%) Rackspace
5 4 (4.08%) Splunk
5 4 (4.08%) Symantec
6 3 (3.06%) Citrix
6 3 (3.06%) Infor
6 3 (3.06%) Oracle
6 3 (3.06%) SAP
7 2 (2.04%) SonicWALL
7 2 (2.04%) WatchGuard
8 1 (1.02%) Capita
8 1 (1.02%) Sage
8 1 (1.02%) ServiceNow
8 1 (1.02%) Veeam