Period
to 19 November 2017

The following table provides summary statistics for contract job vacancies advertised in 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 19 November 2017 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
England > Yorkshire
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 26 38 24
Rank change year-on-year +12 -14 +4
Contract jobs citing Migration 270 257 392
As % of all contract IT jobs advertised in Yorkshire 6.21% 4.72% 6.34%
As % of the Processes & Methodologies category 7.44% 5.62% 7.61%
Number of daily rates quoted 188 151 281
Yorkshire median daily rate £375 £375 £380
Median daily rate % change year-on-year - -1.32% +8.57%
10th Percentile £213 £200 £235
90th Percentile £543 £525 £540
England median daily rate £435 £425 £400
% change year-on-year +2.35% +6.25% -
Number of hourly rates quoted 5 21 24
Yorkshire median hourly rate £13.45 £18.88 £14.75
Median hourly rate % change year-on-year -28.74% +27.97% -7.81%
10th Percentile £12.23 £11.72 £8.52
90th Percentile £17.17 £31.50 £22.78
England median hourly rate £17.50 £18.19 £15.25
% change year-on-year -3.78% +19.26% -12.86%

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 Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Contract vacancies with a requirement for process or methodology skills 3631 4577 5148
As % of all contract IT jobs advertised in Yorkshire 83.47% 84.14% 83.22%
Number of daily rates quoted 2415 2988 3539
Yorkshire median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% +7.14%
10th Percentile £261 £263 £259
90th Percentile £550 £550 £535
England median daily rate £450 £425 £422
% change year-on-year +5.88% +0.62% +5.60%
Number of hourly rates quoted 95 130 178
Yorkshire median hourly rate £16.00 £14.81 £14.50
Median hourly rate % change year-on-year +8.05% +2.12% -
10th Percentile £9.81 £10.98 £9.25
90th Percentile £40.00 £42.63 £34.74
England median hourly rate £23.75 £24.41 £22.50
% change year-on-year -2.70% +8.49% +18.42%

Migration
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Migration in Yorkshire

Migration
Contractor Daily Rate Trend in Yorkshire

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

Contractor daily rate trend for Migration in Yorkshire

Migration
Contractor Daily Rate Histogram in Yorkshire

The daily rate distribution of IT jobs citing Migration in Yorkshire over the 6 months to 19 November 2017.

Contractor daily rate histogram for Migration in Yorkshire

Migration
Contractor Hourly Rate Trend in Yorkshire

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

Contractor hourly rate trend for Migration in Yorkshire

Migration
Contract Job Locations in 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 Yorkshire region over the 6 months to 19 November 2017. 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
West Yorkshire +7 146 £400 - 11
South Yorkshire +14 60 £381 +22.98% 3
North Yorkshire +18 50 £340 -9.33% 1
East Yorkshire -1 10 £375 +141.94%
Migration
England

For the 6 months to 19 November 2017, IT contractor jobs citing Migration also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Yorkshire region with a requirement for Migration.

1 87 (32.22%) Microsoft
2 58 (21.48%) Finance
3 50 (18.52%) SQL Server
4 47 (17.41%) Windows
5 46 (17.04%) SQL
6 42 (15.56%) Data Migration
7 40 (14.81%) Business Intelligence
7 40 (14.81%) Data Centre
8 35 (12.96%) Active Directory
9 33 (12.22%) Stakeholder Management
10 31 (11.48%) Office 365
11 30 (11.11%) SQL Server Reporting Services
11 30 (11.11%) SharePoint
12 27 (10.00%) Data Warehouse
13 25 (9.26%) Oracle
14 23 (8.52%) PRINCE2
15 22 (8.15%) ETL
15 22 (8.15%) Agile Software Development
16 21 (7.78%) Project Management
16 21 (7.78%) SQL Server Integration Services
17 19 (7.04%) Service Management
17 19 (7.04%) SQL Server 2014
18 18 (6.67%) WAN
18 18 (6.67%) ITIL
18 18 (6.67%) Microsoft Excel
18 18 (6.67%) T-SQL
18 18 (6.67%) SQL Server 2008
19 17 (6.30%) Microsoft Office
20 16 (5.93%) Banking
20 16 (5.93%) Microsoft Azure

Migration
Co-occurring IT Skills in 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 30 (11.11%) SharePoint
2 15 (5.56%) MS Exchange
3 9 (3.33%) SharePoint 2010
3 9 (3.33%) SharePoint 2013
4 7 (2.59%) SAS
5 6 (2.22%) Exchange Server 2010
5 6 (2.22%) Skype for Business
6 5 (1.85%) Exchange Server 2007
6 5 (1.85%) IIS
7 3 (1.11%) Exchange Server 2003
7 3 (1.11%) Exchange Server 2013
8 2 (0.74%) Confluence
8 2 (0.74%) IBM Notes
8 2 (0.74%) nginx
8 2 (0.74%) WebLogic
9 1 (0.37%) Blackberry Enterprise Server
Applications
1 18 (6.67%) Microsoft Excel
2 17 (6.30%) Microsoft Office
3 13 (4.81%) Microsoft Project
4 8 (2.96%) MS Visio
5 4 (1.48%) Microsoft PowerPoint
6 1 (0.37%) Spreadsheet
Business Applications
1 5 (1.85%) Dynamics AX
2 4 (1.48%) Oracle iProcurement
2 4 (1.48%) Oracle Receivables
3 3 (1.11%) Dynamics CRM
4 2 (0.74%) SAP EWM
4 2 (0.74%) SAP FI
5 1 (0.37%) Oracle CRM
Cloud Services
1 31 (11.48%) Office 365
2 16 (5.93%) Microsoft Azure
3 9 (3.33%) Amazon AWS
3 9 (3.33%) Azure Active Directory
3 9 (3.33%) PaaS
3 9 (3.33%) SaaS
4 4 (1.48%) Mimecast
5 3 (1.11%) Dynamics 365
5 3 (1.11%) IaaS
5 3 (1.11%) SmartFocus
6 2 (0.74%) Slack
6 2 (0.74%) Yammer
7 1 (0.37%) Amazon EC2
7 1 (0.37%) Amazon S3
7 1 (0.37%) Azure Data Factory
7 1 (0.37%) Data Lake Analytics
7 1 (0.37%) Virtual Private Cloud
Communications & Networking
1 18 (6.67%) WAN
2 13 (4.81%) Skype
3 11 (4.07%) DNS
4 10 (3.70%) Firewall
4 10 (3.70%) LAN
4 10 (3.70%) SMS
5 5 (1.85%) Cisco Nexus
5 5 (1.85%) Intranet
5 5 (1.85%) MPLS
5 5 (1.85%) SAN
6 4 (1.48%) Cisco ASA
6 4 (1.48%) iSCSI
6 4 (1.48%) VPN
6 4 (1.48%) Wireless
7 3 (1.11%) BGP
7 3 (1.11%) EIGRP
7 3 (1.11%) Kerberos
8 2 (0.74%) Ethernet
8 2 (0.74%) HTTP
8 2 (0.74%) VoIP
Database & Business Intelligence
1 50 (18.52%) SQL Server
2 30 (11.11%) SQL Server Reporting Services
3 27 (10.00%) Data Warehouse
4 21 (7.78%) SQL Server Integration Services
5 19 (7.04%) SQL Server 2014
6 18 (6.67%) SQL Server 2008
7 15 (5.56%) SQL Server 2016
8 14 (5.19%) Oracle Database
9 13 (4.81%) SQL Server Analysis Services
10 12 (4.44%) Power BI
11 11 (4.07%) Oracle Database 12c
12 10 (3.70%) SQL Server 2012
13 8 (2.96%) Oracle ODI
14 7 (2.59%) Oracle BI EE
14 7 (2.59%) Oracle Database 11g
15 5 (1.85%) BusinessObjects
15 5 (1.85%) SQL Server 2005
16 4 (1.48%) Oracle Reports
17 3 (1.11%) Relational Database
17 3 (1.11%) Snowflake Schema
Development Applications
1 6 (2.22%) Git (software)
2 4 (1.48%) Jenkins
3 3 (1.11%) JIRA
3 3 (1.11%) Team Foundation Server
4 2 (0.74%) Oracle Forms
4 2 (0.74%) SonarQube
4 2 (0.74%) Visual Studio
5 1 (0.37%) GoCD
5 1 (0.37%) LSMW
5 1 (0.37%) MSTest
5 1 (0.37%) Octopus Deploy
5 1 (0.37%) Sonatype Nexus
General
1 58 (21.48%) Finance
2 16 (5.93%) Banking
3 8 (2.96%) Manufacturing
4 4 (1.48%) Retail
4 4 (1.48%) Retail Banking
5 3 (1.11%) Automotive
5 3 (1.11%) Marketing
6 2 (0.74%) Back Office
6 2 (0.74%) Law
6 2 (0.74%) Telecoms
7 1 (0.37%) Advertising
7 1 (0.37%) Billing
7 1 (0.37%) Financial Institution
7 1 (0.37%) General Ledger
7 1 (0.37%) Legal
Job Titles
1 46 (17.04%) Developer
2 38 (14.07%) Analyst
3 35 (12.96%) Project Manager
4 22 (8.15%) Architect
5 20 (7.41%) Business Analyst
5 20 (7.41%) Consultant
6 18 (6.67%) Migration Manager
7 17 (6.30%) Business Intelligence Developer
8 15 (5.56%) Migration Project Manager
9 12 (4.44%) Infrastructure Manager
9 12 (4.44%) Infrastructure Project Manager
10 11 (4.07%) SQL Developer
10 11 (4.07%) Support Engineer
11 10 (3.70%) Desktop Support
12 9 (3.33%) Azure Consultant
12 9 (3.33%) Data Migration Manager
12 9 (3.33%) DBA
13 8 (2.96%) Data Centre Migration Project Manager
13 8 (2.96%) Data Migration Project Manager
13 8 (2.96%) SSIS Developer
Libraries, Frameworks & Software Standards
1 4 (1.48%) .NET
1 4 (1.48%) MDX
2 3 (1.11%) ASP.NET
2 3 (1.11%) ASP.NET Web API
2 3 (1.11%) Hibernate
2 3 (1.11%) HTML
2 3 (1.11%) J2EE
2 3 (1.11%) Spring
2 3 (1.11%) Spring MVC
3 2 (0.74%) Middleware
3 2 (0.74%) Web Services
4 1 (0.37%) Ajax
4 1 (0.37%) CSS
4 1 (0.37%) EDI
4 1 (0.37%) LAMP
4 1 (0.37%) Memcached
4 1 (0.37%) REST
4 1 (0.37%) WCF
4 1 (0.37%) WinForms
4 1 (0.37%) YAML
Miscellaneous
1 40 (14.81%) Data Centre
2 13 (4.81%) Analytical Skills
3 9 (3.33%) Driving Licence
4 5 (1.85%) Enterprise Storage
5 4 (1.48%) Clustering
5 4 (1.48%) Management Information System
6 3 (1.11%) User Experience
7 2 (0.74%) Greenfield Project
7 2 (0.74%) Hybrid Cloud
7 2 (0.74%) NHS
7 2 (0.74%) Robotics
8 1 (0.37%) Blackberry
8 1 (0.37%) Credit Risk
8 1 (0.37%) Data Structures
8 1 (0.37%) IVR
8 1 (0.37%) Mainframe
8 1 (0.37%) Mobile App
8 1 (0.37%) Social Media
8 1 (0.37%) Virtual Team
Operating Systems
1 47 (17.41%) Windows
2 12 (4.44%) Linux
2 12 (4.44%) Windows 7
3 11 (4.07%) Windows 10
4 9 (3.33%) Unix
5 4 (1.48%) Windows Server
5 4 (1.48%) Windows Server 2008
5 4 (1.48%) Windows Server 2012
6 2 (0.74%) Red Hat Enterprise Linux
6 2 (0.74%) Windows 8
6 2 (0.74%) Windows XP
7 1 (0.37%) CentOS
7 1 (0.37%) MVS
7 1 (0.37%) VMS
Processes & Methodologies
1 42 (15.56%) Data Migration
2 40 (14.81%) Business Intelligence
3 33 (12.22%) Stakeholder Management
4 23 (8.52%) PRINCE2
5 22 (8.15%) Agile Software Development
5 22 (8.15%) ETL
6 21 (7.78%) Project Management
7 19 (7.04%) Service Management
8 18 (6.67%) ITIL
9 14 (5.19%) Translating Business Requirements
10 11 (4.07%) Data Modelling
11 10 (3.70%) Data Integration
11 10 (3.70%) Disaster Recovery
12 9 (3.33%) DevOps
13 8 (2.96%) ERP
13 8 (2.96%) ITSM
13 8 (2.96%) Service Design
13 8 (2.96%) User Acceptance Testing
14 7 (2.59%) Scrum
14 7 (2.59%) Test Scripting
Programming Languages
1 46 (17.04%) SQL
2 18 (6.67%) T-SQL
3 9 (3.33%) PowerShell
4 5 (1.85%) Perl
5 4 (1.48%) Shell Script
6 3 (1.11%) Bash Shell
6 3 (1.11%) C#
6 3 (1.11%) Data Analysis Expressions (DAX)
6 3 (1.11%) Python
7 2 (0.74%) JavaScript
8 1 (0.37%) PL/SQL
8 1 (0.37%) Ruby
8 1 (0.37%) SAS Macro
Qualifications
1 13 (4.81%) Microsoft Certification
2 10 (3.70%) Security Cleared
3 7 (2.59%) MCDST
4 6 (2.22%) Cisco Certification
4 6 (2.22%) PRINCE2 Certification
4 6 (2.22%) PRINCE2 Practitioner
5 5 (1.85%) ISEB
6 4 (1.48%) CCNP
6 4 (1.48%) MCSE
7 3 (1.11%) CCNA
8 2 (0.74%) ISTQB
8 2 (0.74%) MCITP
9 1 (0.37%) DBS Check
9 1 (0.37%) MCSA
9 1 (0.37%) SC Cleared
Quality Assurance & Compliance
1 8 (2.96%) GDPR
2 5 (1.85%) Data Quality
2 5 (1.85%) PMO
3 3 (1.11%) QA
4 2 (0.74%) SLA
System Software
1 35 (12.96%) Active Directory
2 7 (2.59%) VMware Infrastructure
3 4 (1.48%) Docker
3 4 (1.48%) Hyper-V
4 3 (1.11%) VMware Server
5 2 (0.74%) NFS
6 1 (0.37%) Terminal Services
6 1 (0.37%) Virtual Machines
6 1 (0.37%) VMware NSX
6 1 (0.37%) XenApp
6 1 (0.37%) XenDesktop
Systems Management
1 6 (2.22%) Symantec Enterprise Vault
2 5 (1.85%) Puppet
2 5 (1.85%) SCCM
3 3 (1.11%) Opscode Chef
4 2 (0.74%) FortiGate
4 2 (0.74%) Oracle Identity Manager
4 2 (0.74%) Oracle RMAN
4 2 (0.74%) WSUS
5 1 (0.37%) AirWatch
5 1 (0.37%) Cisco CME
5 1 (0.37%) HP Quality Center
5 1 (0.37%) Packer
5 1 (0.37%) ZENworks
Vendors
1 87 (32.22%) Microsoft
2 25 (9.26%) Oracle
3 15 (5.56%) Cisco
4 14 (5.19%) VMware
5 12 (4.44%) SAP
6 8 (2.96%) Symantec
7 4 (1.48%) Dell
8 3 (1.11%) F5
8 3 (1.11%) hybris
8 3 (1.11%) Sage
9 2 (0.74%) Brocade
9 2 (0.74%) EqualLogic
9 2 (0.74%) Fortinet
9 2 (0.74%) GFI Software
9 2 (0.74%) IronPort
9 2 (0.74%) Lotus
9 2 (0.74%) NetApp
9 2 (0.74%) SonicWALL
9 2 (0.74%) Tableau
9 2 (0.74%) Veeam