Period
to 16 October 2018

The following table provides summary statistics for contract job vacancies advertised in West Yorkshire 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 16 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
Yorkshire > West Yorkshire
6 months to
16 Oct 2018
Same period 2017 Same period 2016
Rank 29 33 54
Rank change year-on-year +4 +21 -30
Contract jobs citing Migration 213 155 142
As % of all contract IT jobs advertised in West Yorkshire 6.20% 5.30% 3.75%
As % of the Processes & Methodologies category 7.04% 6.11% 4.25%
Number of daily rates quoted 151 109 83
West Yorkshire median daily rate £425 £393 £400
Median daily rate % change year-on-year +8.28% -1.88% +6.67%
10th Percentile £313 £262 £209
90th Percentile £575 £543 £520
Yorkshire median daily rate £400 £375 £375
% change year-on-year +6.67% - -
Number of hourly rates quoted 10 2 8
West Yorkshire median hourly rate £11.79 £12.79 £19.63
Median hourly rate % change year-on-year -7.86% -34.83% +29.75%
10th Percentile £8.87 £11.83 £11.72
90th Percentile £13.00 £14.61 £31.50
Yorkshire median hourly rate £11.79 £13.23 £24.00
% change year-on-year -10.89% -44.90% +60.00%

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 West Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
West Yorkshire
Contract vacancies with a requirement for process or methodology skills 3,027 2,535 3,340
As % of all contract IT jobs advertised in West Yorkshire 88.12% 86.73% 88.31%
Number of daily rates quoted 2,073 1,755 2,205
West Yorkshire median daily rate £415 £400 £400
Median daily rate % change year-on-year +3.75% - +6.67%
10th Percentile £305 £270 £275
90th Percentile £550 £545 £539
Yorkshire median daily rate £413 £400 £400
% change year-on-year +3.13% - +6.67%
Number of hourly rates quoted 70 57 59
West Yorkshire median hourly rate £17.00 £14.20 £14.50
Median hourly rate % change year-on-year +19.72% -2.07% -3.33%
10th Percentile £11.18 £8.42 £10.20
90th Percentile £33.75 £26.25 £30.90
Yorkshire median hourly rate £17.41 £14.20 £14.87
% change year-on-year +22.61% -4.47% +2.52%

Migration
Job Vacancy Trend in West Yorkshire

Job postings citing Migration as a percentage of all IT jobs advertised in West Yorkshire.

Job vacancy trend for Migration in West Yorkshire

Migration
Contractor Daily Rate Trend in West Yorkshire

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

Contractor daily rate trend for Migration in West Yorkshire

Migration
Contractor Daily Rate Histogram in West Yorkshire

The daily rate distribution of IT jobs citing Migration in West Yorkshire over the 6 months to 16 October 2018.

Contractor daily rate histogram for Migration in West Yorkshire

Migration
Contractor Hourly Rate Trend in West Yorkshire

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

Contractor hourly rate trend for Migration in West Yorkshire

Migration
Contract Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Migration within the West Yorkshire region over the 6 months to 16 October 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Leeds +2 119 £445 +18.67% 18
Bradford +14 43 £420 +34.40% 4
Halifax +5 10 £290 -22.67%
Wakefield 0 10 £463 +23.33%
Pudsey +5 2 £430 +9.43%
Huddersfield -17 1 - -
Migration
Yorkshire

For the 6 months to 16 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 West Yorkshire region with a requirement for Migration.

1 58 (27.23%) Data Migration
2 40 (18.78%) Windows
3 38 (17.84%) Finance
4 34 (15.96%) Stakeholder Management
4 34 (15.96%) SQL
5 31 (14.55%) Project Management
5 31 (14.55%) Microsoft
6 25 (11.74%) Amazon AWS
7 24 (11.27%) Microsoft Azure
7 24 (11.27%) SQL Server
8 23 (10.80%) Agile Software Development
9 21 (9.86%) Microsoft Excel
9 21 (9.86%) ETL
10 20 (9.39%) Data Centre
11 19 (8.92%) Windows 10
11 19 (8.92%) Oracle
12 18 (8.45%) Active Directory
12 18 (8.45%) Data Quality
13 17 (7.98%) Data Warehouse
14 16 (7.51%) Business Intelligence
14 16 (7.51%) Java
15 15 (7.04%) Microservices
16 14 (6.57%) DevOps
16 14 (6.57%) Office 365
16 14 (6.57%) JIRA
16 14 (6.57%) SQL Server Integration Services
17 13 (6.10%) Retail
17 13 (6.10%) Linux
18 12 (5.63%) SAP
18 12 (5.63%) T-SQL

Migration
Co-occurring IT Skills in West Yorkshire 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 11 (5.16%) SharePoint
2 10 (4.69%) Confluence
3 7 (3.29%) MS Exchange
4 5 (2.35%) Exchange Server 2010
5 4 (1.88%) Elasticsearch
6 3 (1.41%) SharePoint 2010
6 3 (1.41%) SharePoint 2013
7 2 (0.94%) CICS
7 2 (0.94%) IBM Domino
7 2 (0.94%) IBM Notes
7 2 (0.94%) SAS
7 2 (0.94%) WebLogic
8 1 (0.47%) Exchange Server 2003
8 1 (0.47%) Exchange Server 2007
8 1 (0.47%) Skype for Business
Applications
1 21 (9.86%) Microsoft Excel
2 8 (3.76%) Microsoft PowerPoint
3 7 (3.29%) MS Visio
4 1 (0.47%) Microsoft Office
4 1 (0.47%) Microsoft Project
Business Applications
1 2 (0.94%) Dynamics AX
1 2 (0.94%) Dynamics CRM
1 2 (0.94%) SAP Payroll
1 2 (0.94%) SAP S/4HANA
2 1 (0.47%) NetSuite
2 1 (0.47%) Oracle EBS
2 1 (0.47%) Oracle ERP
2 1 (0.47%) Oracle Financials
2 1 (0.47%) Oracle Internet Expenses
2 1 (0.47%) Oracle iProcurement
2 1 (0.47%) Oracle Payables
2 1 (0.47%) Oracle Receivables
2 1 (0.47%) SAP HR
Cloud Services
1 25 (11.74%) Amazon AWS
2 24 (11.27%) Microsoft Azure
3 14 (6.57%) Office 365
4 7 (3.29%) Dynamics 365
5 6 (2.82%) SaaS
6 4 (1.88%) Amazon EC2
6 4 (1.88%) AWS Lambda
6 4 (1.88%) IaaS
6 4 (1.88%) PaaS
6 4 (1.88%) Serverless
6 4 (1.88%) Virtual Private Cloud
7 3 (1.41%) Azure Active Directory
8 2 (0.94%) AWS CloudFormation
9 1 (0.47%) Amazon S3
9 1 (0.47%) OneDrive
9 1 (0.47%) SuccessFactors
Communications & Networking
1 10 (4.69%) SAN
2 7 (3.29%) Firewall
2 7 (3.29%) SSH
3 5 (2.35%) DHCP
3 5 (2.35%) DNS
3 5 (2.35%) Wi-Fi
4 3 (1.41%) Fibre Channel
4 3 (1.41%) SMS
4 3 (1.41%) TCP/IP
5 2 (0.94%) Cisco ASA
5 2 (0.94%) Cisco Firepower
5 2 (0.94%) VPN
6 1 (0.47%) HTTP
6 1 (0.47%) Internet
6 1 (0.47%) IPsec
6 1 (0.47%) MPLS
6 1 (0.47%) NAS
6 1 (0.47%) Network Security
6 1 (0.47%) S/MIME
6 1 (0.47%) Skype
Database & Business Intelligence
1 24 (11.27%) SQL Server
2 17 (7.98%) Data Warehouse
3 14 (6.57%) SQL Server Integration Services
4 12 (5.63%) SQL Server Reporting Services
5 8 (3.76%) PostgreSQL
5 8 (3.76%) SQL Server Analysis Services
6 6 (2.82%) Data Mart
6 6 (2.82%) MySQL
6 6 (2.82%) Power BI
6 6 (2.82%) Relational Database
7 5 (2.35%) SSDT
8 4 (1.88%) Amazon DynamoDB
8 4 (1.88%) MongoDB
8 4 (1.88%) Oracle Database
8 4 (1.88%) RDBMS
8 4 (1.88%) SQL Server 2012
8 4 (1.88%) SQL Server 2014
9 3 (1.41%) DB2
9 3 (1.41%) Oracle Reports
9 3 (1.41%) SQL Server 2016
Development Applications
1 14 (6.57%) JIRA
2 10 (4.69%) Bitbucket
3 9 (4.23%) Jenkins
4 4 (1.88%) git-flow
5 3 (1.41%) Git (software)
6 2 (0.94%) Atlassian Bamboo
6 2 (0.94%) Cucumber
6 2 (0.94%) ERwin
6 2 (0.94%) Oracle Forms
6 2 (0.94%) Psake
6 2 (0.94%) Selenium
6 2 (0.94%) Subversion
6 2 (0.94%) TeamCity
7 1 (0.47%) MorphX
7 1 (0.47%) Oracle APEX
7 1 (0.47%) Visual Studio
General
1 38 (17.84%) Finance
2 13 (6.10%) Retail
3 11 (5.16%) Banking
4 5 (2.35%) Legal
5 4 (1.88%) Spanish Language
6 3 (1.41%) Retail Banking
7 2 (0.94%) Games
7 2 (0.94%) Publishing
8 1 (0.47%) Dutch Language
8 1 (0.47%) Law
8 1 (0.47%) Marketing
8 1 (0.47%) Telecoms
Job Titles
1 34 (15.96%) Architect
2 31 (14.55%) Developer
3 29 (13.62%) Project Manager
4 22 (10.33%) Analyst
5 20 (9.39%) Solutions Architect
6 13 (6.10%) Business Analyst
7 11 (5.16%) Consultant
8 10 (4.69%) Java Developer
9 9 (4.23%) Coordinator
9 9 (4.23%) SQL Developer
10 8 (3.76%) Administrator
11 7 (3.29%) Data Analyst
11 7 (3.29%) DBA
11 7 (3.29%) ETL Developer
11 7 (3.29%) Infrastructure Manager
11 7 (3.29%) Infrastructure Project Manager
11 7 (3.29%) Migration Manager
11 7 (3.29%) Migration Project Manager
12 6 (2.82%) Contracts Manager
12 6 (2.82%) Lead Architect
Libraries, Frameworks & Software Standards
1 11 (5.16%) REST
1 11 (5.16%) XML
2 10 (4.69%) JSON
2 10 (4.69%) SOAP
3 7 (3.29%) OAuth
4 6 (2.82%) Node.js
4 6 (2.82%) Web Services
5 4 (1.88%) .NET
6 3 (1.41%) HTML
7 2 (0.94%) CSS
7 2 (0.94%) CSS3
7 2 (0.94%) HTML5
8 1 (0.47%) AngularJS
8 1 (0.47%) ASP.NET Web API
8 1 (0.47%) Doctrine
8 1 (0.47%) JAX-RS
8 1 (0.47%) Oracle GoldenGate
8 1 (0.47%) Play Framework
8 1 (0.47%) SailPoint
8 1 (0.47%) Sass
Miscellaneous
1 20 (9.39%) Data Centre
2 11 (5.16%) Enterprise Software
2 11 (5.16%) PKI
3 9 (4.23%) Analytical Skills
4 8 (3.76%) Mainframe
5 7 (3.29%) Management Information System
5 7 (3.29%) Virtual Team
6 4 (1.88%) Clustering
6 4 (1.88%) Private Cloud
7 3 (1.41%) EMC VMAX
7 3 (1.41%) EMC VNX
7 3 (1.41%) Public Cloud
8 2 (0.94%) Data Structures
8 2 (0.94%) Greenfield Project
8 2 (0.94%) Self-Motivation
9 1 (0.47%) Algorithms
9 1 (0.47%) Hybrid Cloud
9 1 (0.47%) Learning Management System
9 1 (0.47%) RIA
9 1 (0.47%) User Experience
Operating Systems
1 40 (18.78%) Windows
2 19 (8.92%) Windows 10
3 13 (6.10%) Linux
4 11 (5.16%) Unix
5 10 (4.69%) Windows Server
6 9 (4.23%) Windows 7
7 8 (3.76%) Windows XP
8 5 (2.35%) Windows Server 2012
9 2 (0.94%) HPUX
9 2 (0.94%) Windows Server 2003
9 2 (0.94%) zOS
10 1 (0.47%) CentOS
10 1 (0.47%) Mac OS X
10 1 (0.47%) Red Hat Enterprise Linux
10 1 (0.47%) SUSE
Processes & Methodologies
1 58 (27.23%) Data Migration
2 34 (15.96%) Stakeholder Management
3 31 (14.55%) Project Management
4 23 (10.80%) Agile Software Development
5 21 (9.86%) ETL
6 16 (7.51%) Business Intelligence
7 15 (7.04%) Microservices
8 14 (6.57%) DevOps
9 12 (5.63%) Business Analysis
10 11 (5.16%) Data Extraction
10 11 (5.16%) Enterprise Architecture
10 11 (5.16%) ERP
10 11 (5.16%) User Acceptance Testing
11 10 (4.69%) Waterfall
12 9 (4.23%) Data Mapping
12 9 (4.23%) Time Management
12 9 (4.23%) TOGAF
13 8 (3.76%) Data Modelling
13 8 (3.76%) ETL Development
13 8 (3.76%) Integration Testing
Programming Languages
1 34 (15.96%) SQL
2 16 (7.51%) Java
3 12 (5.63%) T-SQL
4 8 (3.76%) Shell Script
5 7 (3.29%) Python
6 6 (2.82%) Bash Shell
6 6 (2.82%) PowerShell
7 5 (2.35%) C#
8 4 (1.88%) JavaScript
9 3 (1.41%) VBA
10 2 (0.94%) COBOL
10 2 (0.94%) JCL
10 2 (0.94%) Perl
11 1 (0.47%) ES6
11 1 (0.47%) PHP
11 1 (0.47%) PHP 5
11 1 (0.47%) Ruby
11 1 (0.47%) Scala
11 1 (0.47%) X++
Qualifications
1 8 (3.76%) Security Cleared
2 6 (2.82%) Degree
2 6 (2.82%) SC Cleared
3 4 (1.88%) CCNA
3 4 (1.88%) Cisco Certification
3 4 (1.88%) Microsoft Certification
3 4 (1.88%) PMI Certification
3 4 (1.88%) PMP
4 3 (1.41%) BPSS Clearance
4 3 (1.41%) MCSE
5 2 (0.94%) MCSD
5 2 (0.94%) VMware Certified Professional (VCP)
6 1 (0.47%) APMG
6 1 (0.47%) DBS Check
6 1 (0.47%) ITIL Certification
6 1 (0.47%) MCP
6 1 (0.47%) MCSA
6 1 (0.47%) VCP5
Quality Assurance & Compliance
1 18 (8.45%) Data Quality
2 5 (2.35%) SLA
3 3 (1.41%) QA
4 2 (0.94%) PMO
5 1 (0.47%) ISO/IEC 27001
System Software
1 18 (8.45%) Active Directory
2 12 (5.63%) Docker
3 9 (4.23%) VMware Infrastructure
4 3 (1.41%) EMC RecoverPoint
4 3 (1.41%) Virtual Servers
4 3 (1.41%) VMware ESXi
Systems Management
1 12 (5.63%) Terraform
2 4 (1.88%) Tivoli
2 4 (1.88%) Tivoli Storage Manager
3 3 (1.41%) EMC VPLEX
3 3 (1.41%) Failover Clustering
3 3 (1.41%) Microsoft Clustering
4 2 (0.94%) Microsoft Intune
4 2 (0.94%) Oracle RMAN
4 2 (0.94%) PowerCLI
4 2 (0.94%) SCCM
5 1 (0.47%) AirWatch
5 1 (0.47%) FortiGate
5 1 (0.47%) Kubernetes
5 1 (0.47%) McAfee ePO
5 1 (0.47%) NetBackup
5 1 (0.47%) Oracle Identity Manager
5 1 (0.47%) Puppet
Vendors
1 31 (14.55%) Microsoft
2 19 (8.92%) Oracle
3 12 (5.63%) SAP
3 12 (5.63%) VMware
4 9 (4.23%) IBM
5 8 (3.76%) Cisco
6 6 (2.82%) EMC
7 5 (2.35%) NetApp
8 4 (1.88%) Brocade
8 4 (1.88%) Hitachi
9 3 (1.41%) Dell
10 2 (0.94%) Apple
10 2 (0.94%) CheckPoint
10 2 (0.94%) HP
10 2 (0.94%) IBM Sterling
10 2 (0.94%) Lotus
10 2 (0.94%) Micro Focus
10 2 (0.94%) Red Hat
10 2 (0.94%) Veeam
10 2 (0.94%) Zoho