Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Hourly Rate Histogram Job Locations Skill Sets
Period
to 20 June 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 20 June 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
20 Jun 2018		 Same period 2017 Same period 2016
Rank 38 30 46
Rank change year-on-year -8 +16 -11
Contract jobs citing Migration 255 243 233
As % of all contract IT jobs advertised in Yorkshire 5.24% 5.86% 4.16%
As % of the Processes & Methodologies category 6.06% 6.94% 4.91%
Number of daily rates quoted 167 150 141
Yorkshire median daily rate £400 £375 £378
Median daily rate % change year-on-year +6.67% -0.66% +0.67%
10th Percentile £266 £213 £270
90th Percentile £550 £575 £575
England median daily rate £450 £425 £425
% change year-on-year +5.88% - +6.25%
Number of hourly rates quoted 30 14 12
Yorkshire median hourly rate £14.25 £13.68 £18.13
Median hourly rate % change year-on-year +4.17% -24.52% +3.57%
10th Percentile £9.30 £11.55 £13.25
90th Percentile £23.49 £18.00 £25.20
England median hourly rate £15.86 £16.50 £20.00
% change year-on-year -3.88% -17.50% +11.11%

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 4,206 3,499 4,746
As % of all contract IT jobs advertised in Yorkshire 86.35% 84.44% 84.77%
Number of daily rates quoted 2,783 2,253 3,233
Yorkshire median daily rate £400 £400 £400
10th Percentile £270 £263 £275
90th Percentile £538 £550 £575
England median daily rate £463 £450 £425
% change year-on-year +2.78% +5.88% +4.94%
Number of hourly rates quoted 118 87 106
Yorkshire median hourly rate £20.31 £13.00 £15.75
Median hourly rate % change year-on-year +56.19% -17.46% -5.80%
10th Percentile £10.53 £8.88 £10.20
90th Percentile £44.65 £35.94 £39.38
England median hourly rate £22.00 £25.00 £25.00
% change year-on-year -12.00% - +19.05%

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 20 June 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
Contractor Hourly Rate Histogram in Yorkshire

The hourly rate distribution of IT jobs citing Migration in Yorkshire over the 6 months to 20 June 2018.

Contractor hourly rate histogram 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 20 June 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 -10 163 £400 +6.67% 21
South Yorkshire +11 65 £400 +6.67% 10
North Yorkshire -9 16 £323 -14.00% 7
East Yorkshire -1 8 £400 +6.67%
Humberside - 1 £345 -
Migration
England

For the 6 months to 20 June 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 71 (27.84%) Data Migration
2 51 (20.00%) Windows
3 44 (17.25%) Microsoft
4 43 (16.86%) Stakeholder Management
5 33 (12.94%) Finance
6 32 (12.55%) Agile Software Development
7 30 (11.76%) Windows 10
8 29 (11.37%) Project Management
9 28 (10.98%) Active Directory
10 25 (9.80%) Oracle
11 22 (8.63%) SQL
11 22 (8.63%) Windows 7
12 21 (8.24%) Microsoft Azure
12 21 (8.24%) Data Quality
13 20 (7.84%) Office 365
14 19 (7.45%) Data Centre
15 18 (7.06%) SQL Server
15 18 (7.06%) Java
15 18 (7.06%) ETL
15 18 (7.06%) PowerShell
15 18 (7.06%) Time Management
16 16 (6.27%) Amazon AWS
16 16 (6.27%) Windows XP
17 15 (5.88%) Data Warehouse
17 15 (5.88%) Business Analysis
18 14 (5.49%) Microsoft Excel
18 14 (5.49%) Data Modelling
18 14 (5.49%) Python
18 14 (5.49%) SAP
19 13 (5.10%) Unix

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 12 (4.71%) MS Exchange
2 11 (4.31%) SharePoint
3 7 (2.75%) WebLogic
4 6 (2.35%) Tomcat
5 5 (1.96%) Confluence
5 5 (1.96%) WebSphere
6 4 (1.57%) JBoss
6 4 (1.57%) SAS
7 3 (1.18%) Apache
7 3 (1.18%) Apache Spark
7 3 (1.18%) Exchange Server 2003
7 3 (1.18%) Exchange Server 2010
7 3 (1.18%) IBM HTTP Server
7 3 (1.18%) Mule
7 3 (1.18%) nginx
7 3 (1.18%) WebSphere Application Server
8 2 (0.78%) Exchange Server 2007
8 2 (0.78%) IBM Notes
8 2 (0.78%) SharePoint 2013
9 1 (0.39%) IBM Domino
Applications
1 14 (5.49%) Microsoft Excel
2 9 (3.53%) Microsoft PowerPoint
3 8 (3.14%) MS Visio
4 6 (2.35%) Microsoft Office
5 3 (1.18%) Microsoft Project
6 2 (0.78%) Spreadsheet
Business Applications
1 4 (1.57%) Dynamics CRM
2 2 (0.78%) Dynamics AX
2 2 (0.78%) SAP Payroll
3 1 (0.39%) Magento
3 1 (0.39%) NetSuite
3 1 (0.39%) Oracle EBS
3 1 (0.39%) Oracle EBS R12
3 1 (0.39%) Oracle Financials
3 1 (0.39%) Oracle Manufacturing
3 1 (0.39%) Salesforce.com CRM
3 1 (0.39%) SAP HR
3 1 (0.39%) SAP MM
3 1 (0.39%) SAP S/4HANA
Cloud Services
1 21 (8.24%) Microsoft Azure
2 20 (7.84%) Office 365
3 16 (6.27%) Amazon AWS
4 8 (3.14%) IaaS
4 8 (3.14%) PaaS
5 6 (2.35%) Dynamics 365
6 4 (1.57%) SuccessFactors
7 2 (0.78%) Trello
8 1 (0.39%) Amazon S3
8 1 (0.39%) AWS CloudFormation
8 1 (0.39%) Azure Active Directory
8 1 (0.39%) OneDrive
8 1 (0.39%) SaaS
8 1 (0.39%) Salesforce Sales Cloud
8 1 (0.39%) Virtual Private Cloud
Communications & Networking
1 11 (4.31%) SMS
2 10 (3.92%) Firewall
3 7 (2.75%) SAN
4 6 (2.35%) Cisco ASA
5 5 (1.96%) VPN
6 4 (1.57%) SSL
6 4 (1.57%) WAN
7 3 (1.18%) BGP
7 3 (1.18%) IPsec
7 3 (1.18%) LAN
7 3 (1.18%) Network Security
7 3 (1.18%) SSH
7 3 (1.18%) Wireless
8 2 (0.78%) Cisco Nexus
8 2 (0.78%) EIGRP
8 2 (0.78%) MPLS
8 2 (0.78%) Spanning Tree
9 1 (0.39%) Cisco Firepower
9 1 (0.39%) NX-OS
9 1 (0.39%) Skype
Database & Business Intelligence
1 18 (7.06%) SQL Server
2 15 (5.88%) Data Warehouse
3 11 (4.31%) NoSQL
4 10 (3.92%) Oracle Database
4 10 (3.92%) Oracle Database 12c
4 10 (3.92%) SQL Server Integration Services
5 9 (3.53%) MongoDB
6 8 (3.14%) Relational Database
7 7 (2.75%) Oracle Database 11g
8 6 (2.35%) PostgreSQL
9 5 (1.96%) Data Mart
9 5 (1.96%) MySQL
9 5 (1.96%) Oracle Exadata
9 5 (1.96%) Oracle Reports
10 4 (1.57%) Informix
10 4 (1.57%) SQL Server 2016
11 3 (1.18%) Big Data
11 3 (1.18%) HBase
11 3 (1.18%) SQL Server Reporting Services
11 3 (1.18%) SSDT
Development Applications
1 13 (5.10%) Jenkins
2 12 (4.71%) Git (software)
3 10 (3.92%) JIRA
4 9 (3.53%) Subversion
5 8 (3.14%) Psake
6 7 (2.75%) TeamCity
7 3 (1.18%) Bitbucket
7 3 (1.18%) Visual Studio
8 2 (0.78%) ERwin
8 2 (0.78%) Oracle Forms
8 2 (0.78%) Redmine
8 2 (0.78%) Selenium
8 2 (0.78%) Visual Studio Team System
9 1 (0.39%) Hudson
9 1 (0.39%) JIRA Agile
9 1 (0.39%) LSMW
9 1 (0.39%) Oracle APEX
9 1 (0.39%) SQL Server Management Studio (SSMS)
9 1 (0.39%) Team Foundation Server
9 1 (0.39%) WebDriver
General
1 33 (12.94%) Finance
2 13 (5.10%) Banking
3 12 (4.71%) Retail
4 5 (1.96%) Retail Banking
5 4 (1.57%) Spanish Language
6 2 (0.78%) Back Office
6 2 (0.78%) Billing
6 2 (0.78%) German Language
6 2 (0.78%) Marketing
7 1 (0.39%) Automotive
7 1 (0.39%) Manufacturing
7 1 (0.39%) Military
7 1 (0.39%) Telecoms
Job Titles
1 34 (13.33%) Project Manager
2 31 (12.16%) Analyst
3 28 (10.98%) Developer
4 21 (8.24%) Architect
5 19 (7.45%) Consultant
6 15 (5.88%) DBA
6 15 (5.88%) Desktop Support
7 14 (5.49%) Business Analyst
7 14 (5.49%) Data Analyst
8 11 (4.31%) Desktop Engineer
8 11 (4.31%) DevOps Engineer
9 10 (3.92%) Migration Engineer
10 9 (3.53%) Contracts Manager
10 9 (3.53%) Data Engineer
10 9 (3.53%) Oracle DBA
10 9 (3.53%) Solutions Architect
11 8 (3.14%) ETL Developer
11 8 (3.14%) Migration Analyst
11 8 (3.14%) Support Engineer
12 7 (2.75%) SQL Developer
Libraries, Frameworks & Software Standards
1 7 (2.75%) Middleware
1 7 (2.75%) Node.js
1 7 (2.75%) REST
1 7 (2.75%) SOAP
2 6 (2.35%) HTML
2 6 (2.35%) RESTful
2 6 (2.35%) Spring
2 6 (2.35%) Web Services
2 6 (2.35%) XML
3 4 (1.57%) CSS
3 4 (1.57%) JSON
3 4 (1.57%) Oracle GoldenGate
4 3 (1.18%) Kafka
4 3 (1.18%) OAuth
4 3 (1.18%) ODBC
4 3 (1.18%) Spring Boot
5 2 (0.78%) Hibernate
5 2 (0.78%) J2EE
6 1 (0.39%) .NET
6 1 (0.39%) Java EE
Miscellaneous
1 19 (7.45%) Data Centre
2 13 (5.10%) Analytical Skills
3 8 (3.14%) Management Information System
4 7 (2.75%) NHS
5 6 (2.35%) Mainframe
6 3 (1.18%) AS400
6 3 (1.18%) Enterprise Software
6 3 (1.18%) Mobile App
6 3 (1.18%) PKI
6 3 (1.18%) Public Cloud
6 3 (1.18%) Self-Motivation
7 2 (0.78%) FMCG
7 2 (0.78%) Hedge funds
7 2 (0.78%) PMI
7 2 (0.78%) Private Cloud
7 2 (0.78%) Social Media
8 1 (0.39%) DataPower
8 1 (0.39%) EPoS
8 1 (0.39%) iSeries
8 1 (0.39%) Replication
Operating Systems
1 51 (20.00%) Windows
2 30 (11.76%) Windows 10
3 22 (8.63%) Windows 7
4 16 (6.27%) Windows XP
5 13 (5.10%) Unix
6 12 (4.71%) Linux
7 8 (3.14%) Windows Server
8 4 (1.57%) Windows Server 2012
9 2 (0.78%) Oracle Linux
10 1 (0.39%) CentOS
10 1 (0.39%) HPUX
10 1 (0.39%) Windows Server 2008
Processes & Methodologies
1 71 (27.84%) Data Migration
2 43 (16.86%) Stakeholder Management
3 32 (12.55%) Agile Software Development
4 29 (11.37%) Project Management
5 18 (7.06%) ETL
5 18 (7.06%) Time Management
6 15 (5.88%) Business Analysis
7 14 (5.49%) Data Modelling
8 13 (5.10%) DevOps
8 13 (5.10%) ERP
8 13 (5.10%) Microservices
9 12 (4.71%) Data Analysis
10 11 (4.31%) Business Intelligence
10 11 (4.31%) Business Transformation
10 11 (4.31%) ITIL
11 10 (3.92%) Performance Tuning
11 10 (3.92%) PRINCE2
11 10 (3.92%) Problem-Solving
11 10 (3.92%) User Acceptance Testing
12 9 (3.53%) Data Extraction
Programming Languages
1 22 (8.63%) SQL
2 18 (7.06%) Java
2 18 (7.06%) PowerShell
3 14 (5.49%) Python
4 8 (3.14%) T-SQL
5 7 (2.75%) Perl
6 6 (2.35%) JavaScript
7 4 (1.57%) PL/SQL
7 4 (1.57%) Shell Script
8 3 (1.18%) Java 8
8 3 (1.18%) Ruby
9 2 (0.78%) C#
10 1 (0.39%) ABAP
10 1 (0.39%) Bash Shell
10 1 (0.39%) PHP
10 1 (0.39%) PHP 7
10 1 (0.39%) RPG
10 1 (0.39%) RPG IV
10 1 (0.39%) VBA
10 1 (0.39%) X++
Qualifications
1 11 (4.31%) Security Cleared
2 8 (3.14%) Cisco Certification
2 8 (3.14%) SC Cleared
3 5 (1.96%) Degree
4 4 (1.57%) CCNA
4 4 (1.57%) Microsoft Certification
4 4 (1.57%) TOGAF Certification
5 3 (1.18%) CCNP
5 3 (1.18%) PMI Certification
6 2 (0.78%) CCSA
6 2 (0.78%) CCSP
6 2 (0.78%) CEH
6 2 (0.78%) MCSE
6 2 (0.78%) PRINCE2 Practitioner
6 2 (0.78%) Sun Certification
7 1 (0.39%) ISEB
7 1 (0.39%) ITIL Certification
7 1 (0.39%) MCSA
7 1 (0.39%) PMP
7 1 (0.39%) PRINCE2 Certification
Quality Assurance & Compliance
1 21 (8.24%) Data Quality
2 7 (2.75%) GDPR
2 7 (2.75%) PMO
3 5 (1.96%) QA
4 4 (1.57%) SLA
5 1 (0.39%) JSP 440
5 1 (0.39%) P3O
System Software
1 28 (10.98%) Active Directory
2 9 (3.53%) Docker
3 4 (1.57%) VMware Infrastructure
4 3 (1.18%) Virtual Servers
5 2 (0.78%) Oracle RAC
5 2 (0.78%) Virtual Machines
6 1 (0.39%) OpenDJ
6 1 (0.39%) vSphere
Systems Management
1 13 (5.10%) Terraform
2 8 (3.14%) Puppet
2 8 (3.14%) SCCM
3 6 (2.35%) Ansible
4 5 (1.96%) Kubernetes
5 4 (1.57%) Oracle RMAN
5 4 (1.57%) Tivoli
5 4 (1.57%) Tivoli Storage Manager
6 3 (1.18%) AirWatch
6 3 (1.18%) Data Guard
6 3 (1.18%) Opscode Chef
7 2 (0.78%) Oracle Enterprise Manager
8 1 (0.39%) Mesos
8 1 (0.39%) Rancher
8 1 (0.39%) Single Sign-On
Vendors
1 44 (17.25%) Microsoft
2 25 (9.80%) Oracle
3 14 (5.49%) SAP
4 10 (3.92%) Cisco
4 10 (3.92%) IBM
5 7 (2.75%) VMware
6 6 (2.35%) HP
7 5 (1.96%) Apple
8 4 (1.57%) Hitachi
9 3 (1.18%) Informatica
9 3 (1.18%) Talend
10 2 (0.78%) CheckPoint
10 2 (0.78%) EMC
10 2 (0.78%) Lotus
10 2 (0.78%) NetApp
11 1 (0.39%) Alteryx
11 1 (0.39%) JD Edwards
11 1 (0.39%) McAfee
11 1 (0.39%) Meraki
11 1 (0.39%) Salesforce.com