Period
to 23 July 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 23 July 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
23 Jul 2018
Same period 2017 Same period 2016
Rank 47 47 53
Rank change year-on-year 0 +6 -11
Contract jobs citing Migration 168 121 152
As % of all contract IT jobs advertised in West Yorkshire 4.91% 4.26% 3.75%
As % of the Processes & Methodologies category 5.51% 4.86% 4.28%
Number of daily rates quoted 117 81 92
West Yorkshire median daily rate £425 £375 £400
Median daily rate % change year-on-year +13.33% -6.25% +3.90%
10th Percentile £289 £306 £264
90th Percentile £538 £575 £538
Yorkshire median daily rate £400 £375 £375
% change year-on-year +6.67% - -
Number of hourly rates quoted 10 4 5
West Yorkshire median hourly rate £11.78 £14.56 £13.50
Median hourly rate % change year-on-year -19.07% +7.81% -11.48%
10th Percentile £8.87 £12.04 £11.72
90th Percentile £13.00 £16.59 £16.38
Yorkshire median hourly rate £13.00 £13.25 £15.25
% change year-on-year -1.89% -13.11% -6.87%

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 3,050 2,489 3,551
As % of all contract IT jobs advertised in West Yorkshire 89.13% 87.58% 87.53%
Number of daily rates quoted 2,085 1,701 2,430
West Yorkshire median daily rate £413 £400 £400
Median daily rate % change year-on-year +3.13% - +12.68%
10th Percentile £300 £288 £286
90th Percentile £538 £550 £569
Yorkshire median daily rate £407 £400 £400
% change year-on-year +1.81% - +14.29%
Number of hourly rates quoted 70 54 53
West Yorkshire median hourly rate £17.50 £13.43 £13.50
Median hourly rate % change year-on-year +30.31% -0.52% -19.26%
10th Percentile £11.13 £8.41 £10.20
90th Percentile £40.10 £28.96 £23.40
Yorkshire median hourly rate £18.99 £13.50 £14.50
% change year-on-year +40.63% -6.90% -6.12%

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 23 July 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 23 July 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 -4 98 £425 +13.33% 20
Bradford +11 33 £434 +39.92% 7
Halifax +6 12 £290 -33.56% 1
Wakefield +2 9 £463 +23.33% 3
Pudsey - 2 £430 - 1
Migration
Yorkshire

For the 6 months to 23 July 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 56 (33.33%) Data Migration
2 36 (21.43%) Finance
3 33 (19.64%) Stakeholder Management
4 28 (16.67%) Microsoft
5 27 (16.07%) Windows
6 22 (13.10%) SQL
6 22 (13.10%) ETL
7 21 (12.50%) Microsoft Azure
8 20 (11.90%) Agile Software Development
9 19 (11.31%) Project Management
10 17 (10.12%) DevOps
11 16 (9.52%) Terraform
11 16 (9.52%) Data Quality
12 15 (8.93%) Amazon AWS
12 15 (8.93%) Data Centre
12 15 (8.93%) Java
12 15 (8.93%) SQL Server
13 14 (8.33%) Oracle
13 14 (8.33%) Microsoft Excel
13 14 (8.33%) Data Warehouse
14 13 (7.74%) Python
14 13 (7.74%) Windows 10
15 12 (7.14%) PowerShell
15 12 (7.14%) Active Directory
15 12 (7.14%) Retail
16 11 (6.55%) Microsoft PowerPoint
16 11 (6.55%) Business Intelligence
16 11 (6.55%) ERP
16 11 (6.55%) Git (software)
16 11 (6.55%) Office 365

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 8 (4.76%) SharePoint
2 6 (3.57%) Confluence
3 4 (2.38%) MS Exchange
3 4 (2.38%) SAS
4 3 (1.79%) Apache Spark
4 3 (1.79%) SharePoint 2010
4 3 (1.79%) SharePoint 2013
5 2 (1.19%) Exchange Server 2003
5 2 (1.19%) Exchange Server 2007
5 2 (1.19%) Exchange Server 2010
5 2 (1.19%) Tomcat
5 2 (1.19%) WebLogic
6 1 (0.60%) IBM Domino
6 1 (0.60%) IBM Notes
6 1 (0.60%) JBoss
6 1 (0.60%) Skype for Business
6 1 (0.60%) WebSphere
Applications
1 14 (8.33%) Microsoft Excel
2 11 (6.55%) Microsoft PowerPoint
3 9 (5.36%) MS Visio
4 2 (1.19%) Microsoft Project
5 1 (0.60%) Microsoft Office
Business Applications
1 2 (1.19%) Dynamics AX
1 2 (1.19%) SAP Payroll
2 1 (0.60%) Magento
2 1 (0.60%) NetSuite
2 1 (0.60%) Oracle EBS
2 1 (0.60%) Oracle EBS R12
2 1 (0.60%) Oracle Manufacturing
2 1 (0.60%) Salesforce.com CRM
2 1 (0.60%) SAP HR
2 1 (0.60%) SAP MM
Cloud Services
1 21 (12.50%) Microsoft Azure
2 15 (8.93%) Amazon AWS
3 11 (6.55%) Office 365
4 9 (5.36%) IaaS
4 9 (5.36%) PaaS
5 4 (2.38%) SuccessFactors
6 3 (1.79%) Dynamics 365
6 3 (1.79%) Virtual Private Cloud
7 2 (1.19%) SaaS
8 1 (0.60%) Amazon S3
8 1 (0.60%) AWS CloudFormation
8 1 (0.60%) OneDrive
8 1 (0.60%) Salesforce Sales Cloud
Communications & Networking
1 8 (4.76%) SAN
2 4 (2.38%) Cisco ASA
3 3 (1.79%) Fibre Channel
3 3 (1.79%) SSH
3 3 (1.79%) Wi-Fi
4 2 (1.19%) BGP
4 2 (1.19%) Cisco Nexus
4 2 (1.19%) EIGRP
4 2 (1.19%) Firewall
4 2 (1.19%) SMS
4 2 (1.19%) Spanning Tree
5 1 (0.60%) Cisco Firepower
5 1 (0.60%) Cisco PIX
5 1 (0.60%) Internet
5 1 (0.60%) IPsec
5 1 (0.60%) MPLS
5 1 (0.60%) Network Security
5 1 (0.60%) Skype
5 1 (0.60%) VPN
Database & Business Intelligence
1 15 (8.93%) SQL Server
2 14 (8.33%) Data Warehouse
3 8 (4.76%) Relational Database
4 7 (4.17%) MongoDB
4 7 (4.17%) NoSQL
4 7 (4.17%) SQL Server Integration Services
5 5 (2.98%) Data Mart
5 5 (2.98%) SQL Server Reporting Services
6 3 (1.79%) Apache Hive
6 3 (1.79%) Hadoop
6 3 (1.79%) HBase
6 3 (1.79%) Oracle Database
6 3 (1.79%) Oracle Database 12c
6 3 (1.79%) Oracle Reports
6 3 (1.79%) Pentaho
6 3 (1.79%) PostgreSQL
6 3 (1.79%) SQL Server 2008
6 3 (1.79%) SQL Server Analysis Services
6 3 (1.79%) SSDT
7 2 (1.19%) GIS
Development Applications
1 11 (6.55%) Git (software)
2 8 (4.76%) JIRA
2 8 (4.76%) Psake
2 8 (4.76%) Subversion
3 7 (4.17%) Jenkins
3 7 (4.17%) TeamCity
4 6 (3.57%) Bitbucket
5 3 (1.79%) Visual Studio
6 2 (1.19%) Atlassian Bamboo
6 2 (1.19%) ERwin
6 2 (1.19%) Oracle Forms
6 2 (1.19%) Visual Studio Team System
7 1 (0.60%) HP UFT
7 1 (0.60%) LSMW
7 1 (0.60%) MorphX
7 1 (0.60%) Oracle APEX
7 1 (0.60%) Selenium
7 1 (0.60%) SQL Server Management Studio (SSMS)
7 1 (0.60%) Team Foundation Server
General
1 36 (21.43%) Finance
2 12 (7.14%) Retail
3 9 (5.36%) Banking
4 5 (2.98%) Retail Banking
5 4 (2.38%) Spanish Language
6 2 (1.19%) Publishing
7 1 (0.60%) Automotive
7 1 (0.60%) Manufacturing
Job Titles
1 25 (14.88%) Analyst
2 24 (14.29%) Developer
2 24 (14.29%) Project Manager
3 17 (10.12%) Business Analyst
4 11 (6.55%) Architect
4 11 (6.55%) Consultant
4 11 (6.55%) DevOps Engineer
5 9 (5.36%) Data Engineer
5 9 (5.36%) Migration Analyst
6 8 (4.76%) Data Analyst
6 8 (4.76%) Data Migration Analyst
6 8 (4.76%) Java Developer
7 7 (4.17%) Desktop Support
7 7 (4.17%) ETL Developer
7 7 (4.17%) IT Manager
7 7 (4.17%) SQL Developer
8 6 (3.57%) Contracts Manager
8 6 (3.57%) Desktop Engineer
8 6 (3.57%) IT Project Manager
8 6 (3.57%) Migration Project Manager
Libraries, Frameworks & Software Standards
1 9 (5.36%) Node.js
2 8 (4.76%) XML
3 7 (4.17%) REST
4 6 (3.57%) HTML
4 6 (3.57%) JSON
4 6 (3.57%) SOAP
5 4 (2.38%) Web Services
6 3 (1.79%) .NET
6 3 (1.79%) CSS
6 3 (1.79%) Kafka
6 3 (1.79%) OAuth
6 3 (1.79%) ODBC
6 3 (1.79%) RESTful
6 3 (1.79%) Spring
7 2 (1.19%) AngularJS
8 1 (0.60%) Angular 2
8 1 (0.60%) Apache Camel
8 1 (0.60%) Java EE
8 1 (0.60%) Oracle GoldenGate
8 1 (0.60%) React
Miscellaneous
1 15 (8.93%) Data Centre
2 8 (4.76%) Mainframe
3 7 (4.17%) Enterprise Software
3 7 (4.17%) Management Information System
4 4 (2.38%) Analytical Skills
4 4 (2.38%) Private Cloud
5 3 (1.79%) Clustering
5 3 (1.79%) EMC VMAX
5 3 (1.79%) EMC VNX
5 3 (1.79%) PKI
6 2 (1.19%) Data Structures
6 2 (1.19%) Public Cloud
6 2 (1.19%) Self-Motivation
7 1 (0.60%) Algorithms
7 1 (0.60%) EPoS
7 1 (0.60%) FMCG
7 1 (0.60%) Hybrid Cloud
7 1 (0.60%) Learning Management System
7 1 (0.60%) User Experience
7 1 (0.60%) Virtual Team
Operating Systems
1 27 (16.07%) Windows
2 13 (7.74%) Windows 10
3 8 (4.76%) Windows 7
3 8 (4.76%) Windows XP
4 6 (3.57%) Linux
4 6 (3.57%) Unix
5 3 (1.79%) Windows Server
5 3 (1.79%) Windows Server 2012
6 1 (0.60%) CentOS
6 1 (0.60%) HPUX
Processes & Methodologies
1 56 (33.33%) Data Migration
2 33 (19.64%) Stakeholder Management
3 22 (13.10%) ETL
4 20 (11.90%) Agile Software Development
5 19 (11.31%) Project Management
6 17 (10.12%) DevOps
7 11 (6.55%) Business Intelligence
7 11 (6.55%) ERP
7 11 (6.55%) Microservices
8 10 (5.95%) Time Management
9 9 (5.36%) Business Analysis
9 9 (5.36%) Data Extraction
9 9 (5.36%) Data Mapping
10 8 (4.76%) Change Control
10 8 (4.76%) Logistics
11 7 (4.17%) Break/Fix
11 7 (4.17%) Data Modelling
11 7 (4.17%) Project Planning
11 7 (4.17%) Quality Management
11 7 (4.17%) Stakeholder Engagement
Programming Languages
1 22 (13.10%) SQL
2 15 (8.93%) Java
3 13 (7.74%) Python
4 12 (7.14%) PowerShell
5 8 (4.76%) T-SQL
6 6 (3.57%) JavaScript
7 3 (1.79%) Bash Shell
8 2 (1.19%) Perl
8 2 (1.19%) Shell Script
9 1 (0.60%) ABAP
9 1 (0.60%) C#
9 1 (0.60%) ES6
9 1 (0.60%) PHP
9 1 (0.60%) PHP 7
9 1 (0.60%) PL/SQL
9 1 (0.60%) X++
Qualifications
1 7 (4.17%) Security Cleared
2 6 (3.57%) SC Cleared
3 5 (2.98%) Cisco Certification
4 4 (2.38%) Microsoft Certification
4 4 (2.38%) PMI Certification
4 4 (2.38%) PMP
5 3 (1.79%) CCNA
5 3 (1.79%) Degree
5 3 (1.79%) MCSE
6 2 (1.19%) CCNP
6 2 (1.19%) MCSD
7 1 (0.60%) BPSS Clearance
7 1 (0.60%) DBS Check
7 1 (0.60%) ITIL Certification
7 1 (0.60%) MCSA
7 1 (0.60%) VCP5
7 1 (0.60%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 16 (9.52%) Data Quality
2 4 (2.38%) SLA
3 3 (1.79%) PMO
3 3 (1.79%) QA
4 1 (0.60%) P3O
System Software
1 12 (7.14%) Active Directory
2 9 (5.36%) Docker
3 5 (2.98%) VMware Infrastructure
4 3 (1.79%) EMC RecoverPoint
4 3 (1.79%) Virtual Servers
5 1 (0.60%) VMware ESXi
5 1 (0.60%) vSphere
Systems Management
1 16 (9.52%) Terraform
2 4 (2.38%) Tivoli
2 4 (2.38%) Tivoli Storage Manager
3 3 (1.79%) EMC VPLEX
3 3 (1.79%) Failover Clustering
3 3 (1.79%) Microsoft Clustering
4 2 (1.19%) Kubernetes
4 2 (1.19%) Oracle RMAN
4 2 (1.19%) Puppet
4 2 (1.19%) SCCM
5 1 (0.60%) AirWatch
5 1 (0.60%) Mesos
5 1 (0.60%) Microsoft Intune
5 1 (0.60%) Rancher
Vendors
1 28 (16.67%) Microsoft
2 14 (8.33%) Oracle
3 9 (5.36%) IBM
3 9 (5.36%) SAP
4 7 (4.17%) VMware
5 6 (3.57%) Cisco
5 6 (3.57%) EMC
6 4 (2.38%) Brocade
6 4 (2.38%) Hitachi
7 3 (1.79%) Informatica
7 3 (1.79%) NetApp
7 3 (1.79%) Talend
8 2 (1.19%) Splunk
8 2 (1.19%) Zoho
9 1 (0.60%) Alteryx
9 1 (0.60%) Apple
9 1 (0.60%) Dell
9 1 (0.60%) F5
9 1 (0.60%) Lotus
9 1 (0.60%) Veeam