Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Job Locations Skill Sets
Period
to 18 January 2019

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 18 January 2019 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
18 Jan 2019		 Same period 2018 Same period 2017
Rank 18 25 37
Rank change year-on-year +7 +12 -11
Contract jobs citing Migration 390 290 247
As % of all contract IT jobs advertised in Yorkshire 8.03% 6.57% 5.02%
As % of the Processes & Methodologies category 9.24% 7.76% 5.90%
Number of daily rates quoted 270 206 140
Yorkshire median daily rate £400 £375 £361
Median daily rate % change year-on-year +6.67% +3.81% -6.77%
10th Percentile £300 £216 £199
90th Percentile £575 £543 £526
England median daily rate £450 £438 £425
% change year-on-year +2.86% +2.94% +3.03%
Number of hourly rates quoted 11 7 23
Yorkshire median hourly rate £11.79 £15.86 £18.88
Median hourly rate % change year-on-year -25.69% -15.97% +25.83%
10th Percentile £10.00 £11.51 £13.00
90th Percentile £14.75 £20.02 £31.50
England median hourly rate £14.50 £17.50 £20.00
% change year-on-year -17.14% -12.50% +28.00%

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 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 4,220 3,737 4,185
As % of all contract IT jobs advertised in Yorkshire 86.85% 84.64% 85.08%
Number of daily rates quoted 2,842 2,453 2,722
Yorkshire median daily rate £420 £400 £400
Median daily rate % change year-on-year +5.00% - +3.23%
10th Percentile £275 £259 £256
90th Percentile £563 £545 £538
England median daily rate £475 £450 £430
% change year-on-year +5.56% +4.65% +1.18%
Number of hourly rates quoted 111 104 138
Yorkshire median hourly rate £17.25 £17.25 £14.87
Median hourly rate % change year-on-year - +16.04% -0.90%
10th Percentile £10.50 £10.50 £10.63
90th Percentile £43.25 £41.35 £32.88
England median hourly rate £23.50 £23.14 £23.75
% change year-on-year +1.56% -2.57% +5.56%

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 18 January 2019.

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 18 January 2019. 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 +17 275 £413 -1.79% 35
South Yorkshire -6 66 £400 +3.23% 15
North Yorkshire -2 31 £367 +10.23% 5
East Yorkshire -9 3 £153 -41.35% 1
Migration
England

For the 6 months to 18 January 2019, 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.

1 111 (28.46%) Data Migration
2 79 (20.26%) Windows
3 73 (18.72%) SQL
4 71 (18.21%) Microsoft
5 66 (16.92%) Finance
6 44 (11.28%) Active Directory
6 44 (11.28%) Data Warehouse
7 43 (11.03%) SQL Server
8 42 (10.77%) Microsoft Azure
8 42 (10.77%) Agile Software Development
9 41 (10.51%) ETL
9 41 (10.51%) Project Management
9 41 (10.51%) Stakeholder Management
10 40 (10.26%) Windows 10
11 39 (10.00%) SQL Server Integration Services
12 36 (9.23%) Office 365
12 36 (9.23%) DevOps
13 35 (8.97%) SQL Server Reporting Services
13 35 (8.97%) Amazon AWS
14 34 (8.72%) Linux
15 32 (8.21%) SharePoint
15 32 (8.21%) Data Centre
16 31 (7.95%) VMware
17 28 (7.18%) Security Cleared
17 28 (7.18%) Windows Server
18 26 (6.67%) Data Analysis
19 25 (6.41%) Business Intelligence
19 25 (6.41%) Data Quality
20 24 (6.15%) Problem-Solving
21 23 (5.90%) Cisco

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 32 (8.21%) SharePoint
2 17 (4.36%) MS Exchange
3 11 (2.82%) Apache ServiceMix
4 9 (2.31%) Skype for Business
5 8 (2.05%) Confluence
6 7 (1.79%) Exchange Server 2010
7 5 (1.28%) Elasticsearch
7 5 (1.28%) IBM Domino
8 4 (1.03%) nginx
9 3 (0.77%) IBM Notes
10 2 (0.51%) CICS
10 2 (0.51%) SAS
11 1 (0.26%) CMS
11 1 (0.26%) Exchange Server 2003
11 1 (0.26%) Exchange Server 2007
11 1 (0.26%) Oracle BPEL
11 1 (0.26%) Oracle Service Bus
11 1 (0.26%) SharePoint 2010
11 1 (0.26%) SharePoint 2013
11 1 (0.26%) WebLogic
Applications
1 14 (3.59%) Microsoft Excel
2 7 (1.79%) Microsoft Office
3 3 (0.77%) Microsoft Project
4 2 (0.51%) Microsoft PowerPoint
5 1 (0.26%) MS Visio
Business Applications
1 3 (0.77%) Dynamics AX
1 3 (0.77%) Dynamics CRM
2 2 (0.51%) Dynamics NAV
2 2 (0.51%) SAP S/4HANA
3 1 (0.26%) iTrent
3 1 (0.26%) Oracle EBS
3 1 (0.26%) Oracle ERP
3 1 (0.26%) Oracle Financials
3 1 (0.26%) Oracle Internet Expenses
3 1 (0.26%) Oracle iProcurement
3 1 (0.26%) Oracle Payables
3 1 (0.26%) Oracle Receivables
3 1 (0.26%) Remedy ITSM
3 1 (0.26%) ResourceLink
3 1 (0.26%) Workday HCM
Cloud Services
1 42 (10.77%) Microsoft Azure
2 36 (9.23%) Office 365
3 35 (8.97%) Amazon AWS
4 9 (2.31%) Azure Active Directory
5 8 (2.05%) Dynamics 365
6 7 (1.79%) SaaS
7 6 (1.54%) Amazon EC2
7 6 (1.54%) OneDrive
8 5 (1.28%) AWS CloudFormation
8 5 (1.28%) AWS Lambda
8 5 (1.28%) Serverless
9 4 (1.03%) Slack
10 2 (0.51%) Amazon ELB
10 2 (0.51%) Amazon S3
10 2 (0.51%) Google Cloud Platform
10 2 (0.51%) Route 53
10 2 (0.51%) Virtual Private Cloud
11 1 (0.26%) Amazon CloudWatch
11 1 (0.26%) IaaS
11 1 (0.26%) PaaS
Communications & Networking
1 21 (5.38%) Firewall
2 12 (3.08%) DNS
3 10 (2.56%) DHCP
3 10 (2.56%) SAN
3 10 (2.56%) Skype
4 9 (2.31%) NAS
5 6 (1.54%) ISDN
5 6 (1.54%) PBX
6 5 (1.28%) Avaya Modular Messaging
6 5 (1.28%) HTTP
6 5 (1.28%) TCP/IP
7 4 (1.03%) SSH
7 4 (1.03%) Wi-Fi
8 3 (0.77%) Cisco ASA
8 3 (0.77%) Intranet
8 3 (0.77%) WAN
9 2 (0.51%) Broadband
9 2 (0.51%) Network Security
9 2 (0.51%) SSL
9 2 (0.51%) VoIP
Database & Business Intelligence
1 44 (11.28%) Data Warehouse
2 43 (11.03%) SQL Server
3 39 (10.00%) SQL Server Integration Services
4 35 (8.97%) SQL Server Reporting Services
5 22 (5.64%) Power BI
6 14 (3.59%) SQL Server 2014
7 13 (3.33%) SQL Server Analysis Services
8 10 (2.56%) MS Access
9 8 (2.05%) Relational Database
10 7 (1.79%) PostgreSQL
11 6 (1.54%) MySQL
12 5 (1.28%) RDBMS
12 5 (1.28%) SQL Server 2012
13 4 (1.03%) Amazon DynamoDB
13 4 (1.03%) Azure SQL Data Warehouse
13 4 (1.03%) Azure SQL Database
13 4 (1.03%) Data Lake
14 3 (0.77%) Electronic Patient Records
14 3 (0.77%) MongoDB
14 3 (0.77%) SQL Server 2016
Development Applications
1 12 (3.08%) JIRA
2 9 (2.31%) Jenkins
3 5 (1.28%) Git (software)
4 4 (1.03%) Bitbucket
4 4 (1.03%) git-flow
4 4 (1.03%) MSI
4 4 (1.03%) SonarQube
4 4 (1.03%) Visual Studio
5 2 (0.51%) Cucumber
5 2 (0.51%) MSTest
5 2 (0.51%) Selenium
5 2 (0.51%) Team Foundation Server
6 1 (0.26%) Mercurial
6 1 (0.26%) Oracle Forms
6 1 (0.26%) Subversion
General
1 66 (16.92%) Finance
2 13 (3.33%) Banking
3 10 (2.56%) Telecoms
4 8 (2.05%) Games
5 7 (1.79%) Retail
6 5 (1.28%) Legal
7 4 (1.03%) Billing
7 4 (1.03%) Marketing
8 2 (0.51%) General Ledger
8 2 (0.51%) Law
8 2 (0.51%) Retail Banking
9 1 (0.26%) Dutch Language
9 1 (0.26%) Electronics
9 1 (0.26%) Local Government
9 1 (0.26%) Manufacturing
Job Titles
1 65 (16.67%) Developer
2 53 (13.59%) Analyst
3 41 (10.51%) Architect
4 29 (7.44%) Consultant
5 28 (7.18%) Project Manager
6 26 (6.67%) Solutions Architect
7 25 (6.41%) Data Analyst
7 25 (6.41%) SQL Developer
8 15 (3.85%) Java Developer
8 15 (3.85%) Migration Engineer
9 13 (3.33%) Office 365 Engineer
9 13 (3.33%) Windows Engineer
10 12 (3.08%) DevOps Engineer
11 11 (2.82%) Network Engineer
12 10 (2.56%) Business Analyst
13 9 (2.31%) Coordinator
14 8 (2.05%) Business Intelligence Developer
14 8 (2.05%) Firewall Engineer
14 8 (2.05%) Migration Consultant
14 8 (2.05%) Test Analyst
Libraries, Frameworks & Software Standards
1 18 (4.62%) REST
2 15 (3.85%) Web Services
3 12 (3.08%) ActiveMQ
4 11 (2.82%) Apache CXF
5 10 (2.56%) Apache Camel
5 10 (2.56%) JMS
6 6 (1.54%) SOAP
7 5 (1.28%) XML
8 4 (1.03%) HTML
8 4 (1.03%) JSON
8 4 (1.03%) OAuth
9 3 (0.77%) CSS
10 2 (0.51%) .NET
10 2 (0.51%) AngularJS
10 2 (0.51%) CSS3
10 2 (0.51%) HTML5
10 2 (0.51%) MDX
10 2 (0.51%) RabbitMQ
11 1 (0.26%) JAX-RS
11 1 (0.26%) SailPoint
Miscellaneous
1 32 (8.21%) Data Centre
2 22 (5.64%) Analytical Skills
3 15 (3.85%) Public Cloud
4 9 (2.31%) PKI
5 8 (2.05%) Freedom of Information
5 8 (2.05%) Virtual Team
6 7 (1.79%) NHS
7 5 (1.28%) Clustering
7 5 (1.28%) User Experience
8 4 (1.03%) Enterprise Software
8 4 (1.03%) Greenfield Project
9 3 (0.77%) e-Health
9 3 (0.77%) LIMS
9 3 (0.77%) Mainframe
9 3 (0.77%) PACS
9 3 (0.77%) Smart Meter
10 2 (0.51%) Hybrid Cloud
10 2 (0.51%) Management Information System
10 2 (0.51%) Self-Motivation
11 1 (0.26%) Private Cloud
Operating Systems
1 79 (20.26%) Windows
2 40 (10.26%) Windows 10
3 34 (8.72%) Linux
4 28 (7.18%) Windows Server
5 17 (4.36%) Windows 7
6 14 (3.59%) Windows Server 2012
7 11 (2.82%) Unix
8 9 (2.31%) Red Hat Enterprise Linux
9 7 (1.79%) Windows Server 2008
10 6 (1.54%) Windows XP
11 5 (1.28%) Windows Server 2003
12 2 (0.51%) Android
12 2 (0.51%) Windows 8
12 2 (0.51%) zOS
13 1 (0.26%) Apple iOS
13 1 (0.26%) CentOS
13 1 (0.26%) HPUX
13 1 (0.26%) Mac OS X
13 1 (0.26%) SUSE
Processes & Methodologies
1 111 (28.46%) Data Migration
2 42 (10.77%) Agile Software Development
3 41 (10.51%) ETL
3 41 (10.51%) Project Management
3 41 (10.51%) Stakeholder Management
4 36 (9.23%) DevOps
5 26 (6.67%) Data Analysis
6 25 (6.41%) Business Intelligence
7 24 (6.15%) Problem-Solving
8 18 (4.62%) Data Architecture
9 15 (3.85%) Data Cleansing
10 14 (3.59%) Analytics
10 14 (3.59%) Enterprise Architecture
10 14 (3.59%) ETL Development
10 14 (3.59%) TOGAF
10 14 (3.59%) User Acceptance Testing
11 13 (3.33%) Change Management
11 13 (3.33%) Configuration Management
12 12 (3.08%) Business Analysis
12 12 (3.08%) Validation
Programming Languages
1 73 (18.72%) SQL
2 20 (5.13%) Bash Shell
3 19 (4.87%) T-SQL
4 17 (4.36%) Java
5 12 (3.08%) PowerShell
6 11 (2.82%) Java 8
7 9 (2.31%) Perl
8 8 (2.05%) Python
9 6 (1.54%) C#
9 6 (1.54%) Shell Script
10 5 (1.28%) JavaScript
11 4 (1.03%) VBA
12 2 (0.51%) C
12 2 (0.51%) COBOL
12 2 (0.51%) JCL
13 1 (0.26%) PHP
13 1 (0.26%) PHP 5
13 1 (0.26%) Scala
13 1 (0.26%) VB
13 1 (0.26%) VBScript
Qualifications
1 28 (7.18%) Security Cleared
2 18 (4.62%) SC Cleared
3 8 (2.05%) Degree
4 5 (1.28%) Cisco Certification
5 2 (0.51%) BPSS Clearance
5 2 (0.51%) MCP
5 2 (0.51%) MCSA
5 2 (0.51%) Microsoft Certification
5 2 (0.51%) PMI Certification
5 2 (0.51%) PMP
6 1 (0.26%) (ISC)2 CCSP
6 1 (0.26%) APMG
6 1 (0.26%) CCNA
6 1 (0.26%) CCSP
6 1 (0.26%) CISSP
6 1 (0.26%) ITIL Certification
6 1 (0.26%) MCSE
6 1 (0.26%) PRINCE2 Certification
6 1 (0.26%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 25 (6.41%) Data Quality
2 9 (2.31%) GDPR
3 8 (2.05%) QA
4 3 (0.77%) HL7
5 1 (0.26%) ISO/IEC 27001
5 1 (0.26%) PMO
5 1 (0.26%) SLA
System Software
1 44 (11.28%) Active Directory
2 22 (5.64%) Docker
3 21 (5.38%) VMware Infrastructure
4 9 (2.31%) VMware ESXi
5 6 (1.54%) XenApp
6 5 (1.28%) Microsoft App-V
7 4 (1.03%) Virtual Servers
8 3 (0.77%) Veritas Volume Manager
9 2 (0.51%) Hyper-V
10 1 (0.26%) BitLocker
10 1 (0.26%) VMware NSX
10 1 (0.26%) vSphere
10 1 (0.26%) XenDesktop
Systems Management
1 18 (4.62%) Ansible
2 17 (4.36%) SCCM
3 10 (2.56%) Terraform
4 9 (2.31%) Puppet
5 5 (1.28%) Microsoft Intune
6 4 (1.03%) Single Sign-On
7 3 (0.77%) Microsoft Clustering
7 3 (0.77%) PowerCLI
7 3 (0.77%) SCOM
8 2 (0.51%) Kubernetes
9 1 (0.26%) AirWatch
9 1 (0.26%) FortiGate
9 1 (0.26%) Grafana
9 1 (0.26%) McAfee ePO
9 1 (0.26%) Opscode Chef
9 1 (0.26%) Oracle Identity Manager
9 1 (0.26%) Prometheus
9 1 (0.26%) Salt
9 1 (0.26%) Systems Management Server (SMS)
9 1 (0.26%) Tivoli Storage Manager
Vendors
1 71 (18.21%) Microsoft
2 31 (7.95%) VMware
3 23 (5.90%) Cisco
4 18 (4.62%) NetApp
5 17 (4.36%) SAP
6 11 (2.82%) Oracle
7 10 (2.56%) Citrix
8 8 (2.05%) HP
9 6 (1.54%) Avaya
9 6 (1.54%) IBM
10 5 (1.28%) Brocade
10 5 (1.28%) EMC
10 5 (1.28%) Splunk
11 4 (1.03%) Dell
12 3 (0.77%) Apple
12 3 (0.77%) CheckPoint
12 3 (0.77%) IronPort
12 3 (0.77%) Lotus
12 3 (0.77%) Salesforce.com
12 3 (0.77%) Veritas