Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Job Locations Skill Sets
Period
to 15 November 2018

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 15 November 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
England > Yorkshire
6 months to
15 Nov 2018		 Same period 2017 Same period 2016
Rank 19 26 42
Rank change year-on-year +7 +16 -18
Contract jobs citing Migration 352 271 250
As % of all contract IT jobs advertised in Yorkshire 7.13% 6.17% 4.51%
As % of the Processes & Methodologies category 8.26% 7.23% 5.27%
Number of daily rates quoted 239 185 148
Yorkshire median daily rate £400 £375 £375
Median daily rate % change year-on-year +6.67% - -1.96%
10th Percentile £298 £216 £209
90th Percentile £540 £543 £500
England median daily rate £450 £435 £425
% change year-on-year +3.45% +2.35% +6.25%
Number of hourly rates quoted 14 5 20
Yorkshire median hourly rate £11.79 £13.45 £21.06
Median hourly rate % change year-on-year -12.38% -36.14% +42.80%
10th Percentile £10.88 £12.23 £11.72
90th Percentile £13.00 £17.17 £41.10
England median hourly rate £15.86 £17.50 £18.00
% change year-on-year -9.37% -2.78% +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 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 4,263 3,748 4,740
As % of all contract IT jobs advertised in Yorkshire 86.40% 85.30% 85.58%
Number of daily rates quoted 2,874 2,492 3,094
Yorkshire median daily rate £413 £400 £400
Median daily rate % change year-on-year +3.13% - +6.67%
10th Percentile £281 £256 £263
90th Percentile £550 £550 £550
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +1.19%
Number of hourly rates quoted 119 101 135
Yorkshire median hourly rate £17.41 £14.65 £14.63
Median hourly rate % change year-on-year +18.84% +0.17% +0.86%
10th Percentile £11.09 £9.81 £10.85
90th Percentile £43.25 £35.00 £40.30
England median hourly rate £22.00 £23.50 £22.84
% change year-on-year -6.38% +2.91% +3.80%

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 15 November 2018.

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 15 November 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
West Yorkshire +22 238 £415 +3.75% 46
South Yorkshire +6 76 £355 -8.39% 8
North Yorkshire -3 31 £371 +4.81% 7
Migration
England

For the 6 months to 15 November 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 Yorkshire region with a requirement for Migration.

1 101 (28.69%) Data Migration
2 73 (20.74%) Windows
3 66 (18.75%) SQL
4 61 (17.33%) Microsoft
5 57 (16.19%) Finance
6 45 (12.78%) Active Directory
7 41 (11.65%) Project Management
7 41 (11.65%) Microsoft Azure
8 40 (11.36%) ETL
9 39 (11.08%) SQL Server
9 39 (11.08%) Windows 10
10 37 (10.51%) Stakeholder Management
11 36 (10.23%) Agile Software Development
12 35 (9.94%) Amazon AWS
12 35 (9.94%) Data Centre
13 33 (9.38%) Data Warehouse
14 31 (8.81%) SQL Server Integration Services
15 30 (8.52%) Office 365
16 27 (7.67%) VMware
17 26 (7.39%) SQL Server Reporting Services
18 24 (6.82%) Oracle
18 24 (6.82%) Windows Server
19 23 (6.53%) Java
19 23 (6.53%) Microsoft Excel
20 22 (6.25%) SharePoint
20 22 (6.25%) REST
20 22 (6.25%) Docker
21 21 (5.97%) DevOps
21 21 (5.97%) Data Quality
21 21 (5.97%) Linux

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 22 (6.25%) SharePoint
2 17 (4.83%) MS Exchange
3 11 (3.13%) Confluence
4 9 (2.56%) Apache ServiceMix
4 9 (2.56%) Exchange Server 2010
5 5 (1.42%) Elasticsearch
6 3 (0.85%) Oracle BPEL
6 3 (0.85%) Oracle Service Bus
6 3 (0.85%) Oracle SOA Suite
6 3 (0.85%) SAS
6 3 (0.85%) SharePoint 2010
6 3 (0.85%) SharePoint 2013
6 3 (0.85%) Skype for Business
7 2 (0.57%) CICS
7 2 (0.57%) IBM Domino
7 2 (0.57%) IBM Notes
7 2 (0.57%) WebLogic
8 1 (0.28%) BizTalk Server
8 1 (0.28%) Documentum
8 1 (0.28%) Exchange Server 2003
Applications
1 23 (6.53%) Microsoft Excel
2 8 (2.27%) Microsoft PowerPoint
3 7 (1.99%) MS Visio
4 5 (1.42%) Microsoft Office
5 3 (0.85%) Microsoft Project
Business Applications
1 4 (1.14%) Dynamics AX
1 4 (1.14%) Dynamics CRM
2 2 (0.57%) Dynamics NAV
2 2 (0.57%) SAP Payroll
2 2 (0.57%) SAP S/4HANA
3 1 (0.28%) iTrent
3 1 (0.28%) Oracle EBS
3 1 (0.28%) Oracle ERP
3 1 (0.28%) Oracle Financials
3 1 (0.28%) Oracle Internet Expenses
3 1 (0.28%) Oracle iProcurement
3 1 (0.28%) Oracle Payables
3 1 (0.28%) Oracle Receivables
3 1 (0.28%) ResourceLink
3 1 (0.28%) SAP HR
Cloud Services
1 41 (11.65%) Microsoft Azure
2 35 (9.94%) Amazon AWS
3 30 (8.52%) Office 365
4 10 (2.84%) Dynamics 365
4 10 (2.84%) SaaS
5 5 (1.42%) AWS Lambda
5 5 (1.42%) Azure Active Directory
5 5 (1.42%) Serverless
6 4 (1.14%) Amazon EC2
6 4 (1.14%) Virtual Private Cloud
7 3 (0.85%) IaaS
7 3 (0.85%) PaaS
8 2 (0.57%) AWS CloudFormation
8 2 (0.57%) Google Cloud Platform
8 2 (0.57%) OneDrive
9 1 (0.28%) Amazon CloudWatch
9 1 (0.28%) Amazon S3
9 1 (0.28%) GitHub
9 1 (0.28%) Slack
9 1 (0.28%) SuccessFactors
Communications & Networking
1 11 (3.13%) Firewall
2 10 (2.84%) DHCP
2 10 (2.84%) DNS
2 10 (2.84%) SAN
3 7 (1.99%) NAS
3 7 (1.99%) SSH
4 5 (1.42%) TCP/IP
4 5 (1.42%) Wi-Fi
5 4 (1.14%) WAN
6 3 (0.85%) Cisco ASA
6 3 (0.85%) Fibre Channel
6 3 (0.85%) Skype
7 2 (0.57%) Cisco Firepower
7 2 (0.57%) HTTP
7 2 (0.57%) LAN
7 2 (0.57%) SSL
7 2 (0.57%) VPN
8 1 (0.28%) Internet
8 1 (0.28%) MPLS
8 1 (0.28%) S/MIME
Database & Business Intelligence
1 39 (11.08%) SQL Server
2 33 (9.38%) Data Warehouse
3 31 (8.81%) SQL Server Integration Services
4 26 (7.39%) SQL Server Reporting Services
5 15 (4.26%) Power BI
6 10 (2.84%) SQL Server 2014
6 10 (2.84%) SQL Server Analysis Services
7 8 (2.27%) Relational Database
8 7 (1.99%) MySQL
8 7 (1.99%) PostgreSQL
9 6 (1.70%) MS Access
10 5 (1.42%) Data Mart
10 5 (1.42%) RDBMS
10 5 (1.42%) SSDT
11 4 (1.14%) Amazon DynamoDB
11 4 (1.14%) Oracle Database
11 4 (1.14%) SQL Server 2012
12 3 (0.85%) Oracle Database 12c
12 3 (0.85%) Oracle ODI
12 3 (0.85%) SQL Server 2016
Development Applications
1 16 (4.55%) JIRA
2 10 (2.84%) Bitbucket
2 10 (2.84%) Jenkins
3 4 (1.14%) git-flow
3 4 (1.14%) MSI
4 3 (0.85%) Visual Studio
5 2 (0.57%) Atlassian Bamboo
5 2 (0.57%) Cucumber
5 2 (0.57%) Git (software)
5 2 (0.57%) MSTest
5 2 (0.57%) Oracle Forms
5 2 (0.57%) Selenium
6 1 (0.28%) Mercurial
6 1 (0.28%) Oracle APEX
6 1 (0.28%) SonarQube
6 1 (0.28%) Subversion
6 1 (0.28%) Team Foundation Server
6 1 (0.28%) Visual Studio Team System
General
1 57 (16.19%) Finance
2 12 (3.41%) Retail
3 11 (3.13%) Banking
4 7 (1.99%) Games
5 5 (1.42%) Legal
6 3 (0.85%) Billing
6 3 (0.85%) Telecoms
7 2 (0.57%) German Language
7 2 (0.57%) Marketing
7 2 (0.57%) Publishing
7 2 (0.57%) Spanish Language
8 1 (0.28%) Dutch Language
8 1 (0.28%) Law
8 1 (0.28%) Local Government
8 1 (0.28%) Retail Banking
Job Titles
1 61 (17.33%) Developer
2 40 (11.36%) Project Manager
3 36 (10.23%) Architect
4 34 (9.66%) Analyst
5 26 (7.39%) Consultant
6 24 (6.82%) Solutions Architect
7 22 (6.25%) SQL Developer
8 18 (5.11%) Java Developer
9 13 (3.69%) Data Analyst
9 13 (3.69%) Migration Manager
10 12 (3.41%) Business Analyst
10 12 (3.41%) Migration Consultant
10 12 (3.41%) Migration Engineer
11 11 (3.13%) Migration Project Manager
11 11 (3.13%) Network Engineer
11 11 (3.13%) Office 365 Engineer
11 11 (3.13%) Windows Engineer
12 9 (2.56%) Administrator
12 9 (2.56%) Contracts Manager
12 9 (2.56%) Coordinator
Libraries, Frameworks & Software Standards
1 22 (6.25%) REST
2 15 (4.26%) Web Services
3 11 (3.13%) SOAP
4 10 (2.84%) JSON
4 10 (2.84%) XML
5 9 (2.56%) ActiveMQ
5 9 (2.56%) Apache CXF
6 8 (2.27%) Apache Camel
6 8 (2.27%) JMS
7 7 (1.99%) OAuth
8 5 (1.42%) Node.js
9 4 (1.14%) HTML
10 3 (0.85%) .NET
10 3 (0.85%) CSS
10 3 (0.85%) CSS3
10 3 (0.85%) HTML5
10 3 (0.85%) Middleware
10 3 (0.85%) Oracle Fusion
10 3 (0.85%) React
10 3 (0.85%) Spring
Miscellaneous
1 35 (9.94%) Data Centre
2 11 (3.13%) Analytical Skills
2 11 (3.13%) Enterprise Software
2 11 (3.13%) PKI
3 8 (2.27%) Mainframe
3 8 (2.27%) Public Cloud
4 7 (1.99%) Virtual Team
5 6 (1.70%) Management Information System
6 5 (1.42%) Clustering
6 5 (1.42%) Freedom of Information
7 4 (1.14%) Greenfield Project
7 4 (1.14%) NHS
7 4 (1.14%) Private Cloud
8 3 (0.85%) Data Structures
8 3 (0.85%) EMC VMAX
8 3 (0.85%) EMC VNX
9 2 (0.57%) Replication
9 2 (0.57%) Self-Motivation
9 2 (0.57%) User Experience
10 1 (0.28%) EPoS
Operating Systems
1 73 (20.74%) Windows
2 39 (11.08%) Windows 10
3 24 (6.82%) Windows Server
4 21 (5.97%) Linux
5 17 (4.83%) Windows 7
6 13 (3.69%) Windows Server 2012
6 13 (3.69%) Windows XP
7 9 (2.56%) Unix
8 6 (1.70%) Windows Server 2003
9 5 (1.42%) Windows Server 2008
10 2 (0.57%) HPUX
10 2 (0.57%) Red Hat Enterprise Linux
10 2 (0.57%) zOS
11 1 (0.28%) CentOS
11 1 (0.28%) Mac OS X
11 1 (0.28%) SUSE
11 1 (0.28%) Windows 8
Processes & Methodologies
1 101 (28.69%) Data Migration
2 41 (11.65%) Project Management
3 40 (11.36%) ETL
4 37 (10.51%) Stakeholder Management
5 36 (10.23%) Agile Software Development
6 21 (5.97%) DevOps
7 18 (5.11%) Business Intelligence
7 18 (5.11%) Data Analysis
8 15 (4.26%) Microservices
8 15 (4.26%) Problem-Solving
9 14 (3.98%) Business Analysis
9 14 (3.98%) ETL Development
10 13 (3.69%) Data Extraction
10 13 (3.69%) Enterprise Architecture
10 13 (3.69%) User Acceptance Testing
10 13 (3.69%) Waterfall
11 12 (3.41%) PRINCE2
11 12 (3.41%) Time Management
12 11 (3.13%) Data Cleansing
12 11 (3.13%) ERP
Programming Languages
1 66 (18.75%) SQL
2 23 (6.53%) Java
3 17 (4.83%) T-SQL
4 14 (3.98%) Bash Shell
5 10 (2.84%) Java 8
5 10 (2.84%) PowerShell
6 8 (2.27%) Python
6 8 (2.27%) Shell Script
7 7 (1.99%) JavaScript
8 5 (1.42%) C#
9 3 (0.85%) Perl
9 3 (0.85%) VBA
10 2 (0.57%) C
10 2 (0.57%) COBOL
10 2 (0.57%) JCL
10 2 (0.57%) PHP
10 2 (0.57%) Ruby
11 1 (0.28%) PHP 5
11 1 (0.28%) Scala
11 1 (0.28%) VBScript
Qualifications
1 19 (5.40%) Security Cleared
2 13 (3.69%) SC Cleared
3 12 (3.41%) Degree
4 5 (1.42%) Cisco Certification
4 5 (1.42%) Microsoft Certification
4 5 (1.42%) PMI Certification
4 5 (1.42%) PMP
5 4 (1.14%) CCNA
5 4 (1.14%) MCSE
6 2 (0.57%) BPSS Clearance
6 2 (0.57%) MCP
6 2 (0.57%) MCSA
6 2 (0.57%) MCSD
6 2 (0.57%) PRINCE2 Certification
6 2 (0.57%) PRINCE2 Practitioner
6 2 (0.57%) VMware Certified Professional (VCP)
7 1 (0.28%) APMG
7 1 (0.28%) ITIL Foundation Certificate
7 1 (0.28%) TOGAF Certification
7 1 (0.28%) VCP5
Quality Assurance & Compliance
1 21 (5.97%) Data Quality
2 8 (2.27%) QA
3 6 (1.70%) GDPR
4 3 (0.85%) PMO
4 3 (0.85%) SLA
5 1 (0.28%) ISO/IEC 27001
System Software
1 45 (12.78%) Active Directory
2 22 (6.25%) Docker
3 17 (4.83%) VMware Infrastructure
4 6 (1.70%) VMware ESXi
5 5 (1.42%) Microsoft App-V
5 5 (1.42%) XenApp
6 3 (0.85%) EMC RecoverPoint
7 1 (0.28%) BitLocker
7 1 (0.28%) Hyper-V
7 1 (0.28%) Virtual Servers
7 1 (0.28%) vSphere
7 1 (0.28%) XenDesktop
Systems Management
1 14 (3.98%) SCCM
2 12 (3.41%) Ansible
3 10 (2.84%) Terraform
4 4 (1.14%) Microsoft Intune
5 3 (0.85%) EMC VPLEX
5 3 (0.85%) Failover Clustering
5 3 (0.85%) Microsoft Clustering
5 3 (0.85%) PowerCLI
5 3 (0.85%) Puppet
6 2 (0.57%) Oracle RMAN
7 1 (0.28%) AirWatch
7 1 (0.28%) FortiGate
7 1 (0.28%) Kubernetes
7 1 (0.28%) McAfee ePO
7 1 (0.28%) NetBackup
7 1 (0.28%) Oracle Identity Manager
7 1 (0.28%) Salt
7 1 (0.28%) Single Sign-On
7 1 (0.28%) Systems Management Server (SMS)
7 1 (0.28%) Tivoli Storage Manager
Vendors
1 61 (17.33%) Microsoft
2 27 (7.67%) VMware
3 24 (6.82%) Oracle
4 18 (5.11%) NetApp
5 17 (4.83%) SAP
6 15 (4.26%) Cisco
7 9 (2.56%) Citrix
8 6 (1.70%) IBM
9 5 (1.42%) Apple
9 5 (1.42%) Brocade
9 5 (1.42%) EMC
9 5 (1.42%) HP
10 4 (1.14%) Dell
11 3 (0.85%) ServiceNow
12 2 (0.57%) CheckPoint
12 2 (0.57%) Lotus
12 2 (0.57%) McAfee
12 2 (0.57%) Micro Focus
12 2 (0.57%) Red Hat
12 2 (0.57%) Salesforce.com