Period
to 17 October 2018

The following table provides summary statistics for contract job vacancies advertised in Leeds with a requirement for Migration skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Migration over the 6 months to 17 October 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Migration
6 months to
17 Oct 2018
Same period 2017 Same period 2016
Rank 43 47 59
Rank change year-on-year +4 +12 -23
Contract jobs citing Migration 120 102 100
As % of all contract IT jobs advertised in Leeds 4.99% 4.66% 3.63%
As % of the Processes & Methodologies category 5.60% 5.29% 4.04%
Number of daily rates quoted 79 73 55
Leeds median daily rate £450 £375 £400
Median daily rate % change year-on-year +20.00% -6.25% -
10th Percentile £313 £257 £203
90th Percentile £700 £543 £555
West Yorkshire median daily rate £425 £396 £400
% change year-on-year +7.26% -0.94% +6.67%
Number of hourly rates quoted 3 1 7
Leeds median hourly rate £11.79 £11.72 £15.25
Median hourly rate % change year-on-year +0.55% -23.15% +11.52%
10th Percentile £11.17 £11.72 £11.72
90th Percentile £12.88 £11.72 £31.50
West Yorkshire median hourly rate £11.79 £12.79 £19.63
% change year-on-year -7.86% -34.83% +29.75%

Migration is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Leeds with a requirement for process or methodology skills.

All Process and Methodology Skills
Leeds
Contract vacancies with a requirement for process or methodology skills 2,142 1,927 2,476
As % of all contract IT jobs advertised in Leeds 89.03% 88.03% 89.97%
Number of daily rates quoted 1,496 1,359 1,680
Leeds median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - +6.67%
10th Percentile £313 £275 £292
90th Percentile £575 £550 £553
West Yorkshire median daily rate £415 £400 £400
% change year-on-year +3.75% - +6.67%
Number of hourly rates quoted 39 22 39
Leeds median hourly rate £17.00 £16.50 £13.50
Median hourly rate % change year-on-year +3.03% +22.22% -2.16%
10th Percentile £11.24 £11.75 £10.20
90th Percentile £35.90 £28.97 £31.50
West Yorkshire median hourly rate £17.00 £14.20 £14.50
% change year-on-year +19.72% -2.07% -3.33%

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
Contractor Daily Rate Trend in Leeds

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Migration in Leeds.

Contractor daily rate trend for Migration in Leeds

Migration
Contractor Daily Rate Histogram in Leeds

The daily rate distribution of IT jobs citing Migration in Leeds over the 6 months to 17 October 2018.

Contractor daily rate histogram for Migration in Leeds

Migration
Contractor Hourly Rate Trend in Leeds

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Migration in Leeds.

Contractor hourly rate trend for Migration in Leeds

For the 6 months to 17 October 2018, IT contractor 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 contract job ads across the Leeds region with a requirement for Migration.

1 29 (24.17%) Data Migration
2 21 (17.50%) Project Management
2 21 (17.50%) Stakeholder Management
3 20 (16.67%) Windows
3 20 (16.67%) Microsoft
4 18 (15.00%) Amazon AWS
5 17 (14.17%) Agile Software Development
5 17 (14.17%) Finance
5 17 (14.17%) Microsoft Azure
6 16 (13.33%) SQL
7 15 (12.50%) Microsoft Excel
8 13 (10.83%) Windows 10
9 11 (9.17%) SQL Server
9 11 (9.17%) Enterprise Architecture
9 11 (9.17%) Data Centre
10 10 (8.33%) TOGAF
10 10 (8.33%) SQL Server Integration Services
11 9 (7.50%) User Acceptance Testing
11 9 (7.50%) T-SQL
11 9 (7.50%) Unix
11 9 (7.50%) Business Intelligence
11 9 (7.50%) Analytical Skills
12 8 (6.67%) Translating Business Requirements
12 8 (6.67%) ETL
12 8 (6.67%) Active Directory
12 8 (6.67%) Linux
13 7 (5.83%) Oracle
13 7 (5.83%) Shell Script
13 7 (5.83%) Data Warehouse
13 7 (5.83%) Business Analysis

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 6 (5.00%) SharePoint
2 2 (1.67%) CICS
2 2 (1.67%) MS Exchange
2 2 (1.67%) SAS
2 2 (1.67%) WebLogic
3 1 (0.83%) Confluence
3 1 (0.83%) Exchange Server 2003
3 1 (0.83%) Exchange Server 2007
3 1 (0.83%) Skype for Business
Applications
1 15 (12.50%) Microsoft Excel
2 3 (2.50%) Microsoft PowerPoint
3 2 (1.67%) MS Visio
4 1 (0.83%) Microsoft Office
4 1 (0.83%) Microsoft Project
Business Applications
1 2 (1.67%) SAP Payroll
1 2 (1.67%) SAP S/4HANA
2 1 (0.83%) Dynamics AX
Cloud Services
1 18 (15.00%) Amazon AWS
2 17 (14.17%) Microsoft Azure
3 7 (5.83%) Office 365
4 6 (5.00%) SaaS
5 4 (3.33%) IaaS
5 4 (3.33%) PaaS
6 2 (1.67%) AWS CloudFormation
7 1 (0.83%) Amazon S3
7 1 (0.83%) Dynamics 365
7 1 (0.83%) OneDrive
7 1 (0.83%) Virtual Private Cloud
Communications & Networking
1 1 (0.83%) HTTP
1 1 (0.83%) NAS
1 1 (0.83%) S/MIME
1 1 (0.83%) SAN
1 1 (0.83%) Skype
1 1 (0.83%) SMS
1 1 (0.83%) SSH
1 1 (0.83%) TCP/IP
1 1 (0.83%) VPN
Database & Business Intelligence
1 11 (9.17%) SQL Server
2 10 (8.33%) SQL Server Integration Services
3 7 (5.83%) Data Warehouse
4 6 (5.00%) MySQL
4 6 (5.00%) Relational Database
4 6 (5.00%) SQL Server Reporting Services
5 5 (4.17%) SQL Server Analysis Services
5 5 (4.17%) SSDT
6 4 (3.33%) Data Mart
6 4 (3.33%) MongoDB
6 4 (3.33%) PostgreSQL
6 4 (3.33%) RDBMS
6 4 (3.33%) SQL Server 2012
6 4 (3.33%) SQL Server 2014
7 3 (2.50%) NoSQL
7 3 (2.50%) Oracle Database
8 2 (1.67%) GIS
8 2 (1.67%) Oracle Database 12c
8 2 (1.67%) Oracle Reports
8 2 (1.67%) SAP HANA
Development Applications
1 7 (5.83%) JIRA
2 3 (2.50%) Bitbucket
2 3 (2.50%) Git (software)
3 2 (1.67%) Atlassian Bamboo
3 2 (1.67%) Oracle Forms
3 2 (1.67%) Psake
3 2 (1.67%) Subversion
3 2 (1.67%) TeamCity
4 1 (0.83%) Jenkins
4 1 (0.83%) Oracle APEX
General
1 17 (14.17%) Finance
2 5 (4.17%) Legal
3 4 (3.33%) Spanish Language
4 3 (2.50%) Games
5 1 (0.83%) Banking
5 1 (0.83%) Law
5 1 (0.83%) Marketing
5 1 (0.83%) Retail
5 1 (0.83%) Retail Banking
5 1 (0.83%) Telecoms
Job Titles
1 31 (25.83%) Architect
2 20 (16.67%) Solutions Architect
3 16 (13.33%) Project Manager
4 13 (10.83%) Analyst
5 12 (10.00%) Developer
6 9 (7.50%) Business Analyst
6 9 (7.50%) Coordinator
7 6 (5.00%) DBA
7 6 (5.00%) Lead Architect
7 6 (5.00%) Test Coordinator
8 5 (4.17%) Administrator
8 5 (4.17%) Data Manager
8 5 (4.17%) ETL Developer
8 5 (4.17%) IT Manager
8 5 (4.17%) IT Project Manager
8 5 (4.17%) SQL Developer
9 4 (3.33%) DevOps Engineer
9 4 (3.33%) SQL DBA
9 4 (3.33%) SQL Server DBA
10 3 (2.50%) Lead Solutions Architect
Libraries, Frameworks & Software Standards
1 4 (3.33%) Node.js
2 3 (2.50%) .NET
2 3 (2.50%) HTML
2 3 (2.50%) Web Services
3 2 (1.67%) CSS
3 2 (1.67%) CSS3
3 2 (1.67%) HTML5
3 2 (1.67%) REST
4 1 (0.83%) AngularJS
4 1 (0.83%) ASP.NET Web API
4 1 (0.83%) Doctrine
4 1 (0.83%) Dropwizard
4 1 (0.83%) JAX-RS
4 1 (0.83%) OAuth
4 1 (0.83%) Play Framework
4 1 (0.83%) RabbitMQ
4 1 (0.83%) React
4 1 (0.83%) RESTful
4 1 (0.83%) SailPoint
4 1 (0.83%) Sass
Miscellaneous
1 11 (9.17%) Data Centre
2 9 (7.50%) Analytical Skills
3 3 (2.50%) Mainframe
3 3 (2.50%) Management Information System
3 3 (2.50%) Virtual Team
4 2 (1.67%) Data Structures
4 2 (1.67%) Enterprise Software
4 2 (1.67%) PKI
4 2 (1.67%) Self-Motivation
5 1 (0.83%) Algorithms
5 1 (0.83%) Clustering
5 1 (0.83%) FMCG
5 1 (0.83%) Hybrid Cloud
5 1 (0.83%) RIA
Operating Systems
1 20 (16.67%) Windows
2 13 (10.83%) Windows 10
3 9 (7.50%) Unix
4 8 (6.67%) Linux
5 5 (4.17%) Windows 7
6 3 (2.50%) Windows XP
7 2 (1.67%) Windows Server
7 2 (1.67%) zOS
8 1 (0.83%) Mac OS X
8 1 (0.83%) Red Hat Enterprise Linux
8 1 (0.83%) SUSE
Processes & Methodologies
1 29 (24.17%) Data Migration
2 21 (17.50%) Project Management
2 21 (17.50%) Stakeholder Management
3 17 (14.17%) Agile Software Development
4 11 (9.17%) Enterprise Architecture
5 10 (8.33%) TOGAF
6 9 (7.50%) Business Intelligence
6 9 (7.50%) User Acceptance Testing
7 8 (6.67%) ETL
7 8 (6.67%) Translating Business Requirements
8 7 (5.83%) Business Analysis
8 7 (5.83%) DevOps
9 6 (5.00%) Performance Tuning
9 6 (5.00%) Waterfall
10 5 (4.17%) Capacity Planning
10 5 (4.17%) ETL Development
10 5 (4.17%) PRINCE2
11 4 (3.33%) Data Cleansing
11 4 (3.33%) Database Tuning
11 4 (3.33%) Security Management
Programming Languages
1 16 (13.33%) SQL
2 9 (7.50%) T-SQL
3 7 (5.83%) Shell Script
4 5 (4.17%) PowerShell
5 4 (3.33%) Bash Shell
5 4 (3.33%) Java
6 3 (2.50%) JavaScript
6 3 (2.50%) Python
7 2 (1.67%) COBOL
7 2 (1.67%) JCL
7 2 (1.67%) Perl
8 1 (0.83%) C#
8 1 (0.83%) ES6
8 1 (0.83%) PHP
8 1 (0.83%) PHP 5
8 1 (0.83%) Ruby
8 1 (0.83%) Scala
Qualifications
1 6 (5.00%) Degree
2 5 (4.17%) Security Cleared
3 4 (3.33%) PMI Certification
3 4 (3.33%) PMP
4 3 (2.50%) SC Cleared
5 2 (1.67%) BPSS Clearance
6 1 (0.83%) CCNA
6 1 (0.83%) Cisco Certification
6 1 (0.83%) MCP
6 1 (0.83%) MCSE
6 1 (0.83%) Microsoft Certification
6 1 (0.83%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 5 (4.17%) SLA
2 4 (3.33%) Data Quality
3 3 (2.50%) QA
4 2 (1.67%) PMO
5 1 (0.83%) ISO/IEC 27001
System Software
1 8 (6.67%) Active Directory
2 5 (4.17%) VMware Infrastructure
3 2 (1.67%) Docker
Systems Management
1 6 (5.00%) Terraform
2 2 (1.67%) Microsoft Intune
2 2 (1.67%) Oracle RMAN
3 1 (0.83%) McAfee ePO
3 1 (0.83%) Oracle Identity Manager
3 1 (0.83%) Puppet
3 1 (0.83%) SCCM
Vendors
1 20 (16.67%) Microsoft
2 7 (5.83%) Oracle
3 6 (5.00%) VMware
4 4 (3.33%) SAP
5 3 (2.50%) NetApp
6 2 (1.67%) Cisco
6 2 (1.67%) IBM
6 2 (1.67%) IBM Sterling
6 2 (1.67%) Micro Focus
6 2 (1.67%) ServiceNow
6 2 (1.67%) Zoho
7 1 (0.83%) Alteryx
7 1 (0.83%) Cognos
7 1 (0.83%) Dell
7 1 (0.83%) EMC
7 1 (0.83%) F5
7 1 (0.83%) Nintex
7 1 (0.83%) Splunk
7 1 (0.83%) Tableau
7 1 (0.83%) Zend