Period
to 16 December 2017

The following table provides summary statistics for contract job vacancies advertised in Reading 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 16 December 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
Berkshire > Reading
6 months to
16 Dec 2017
Same period 2016 Same period 2015
Rank 34 12 23
Rank change year-on-year -22 +11 +6
Contract jobs citing Migration 66 132 127
As % of all contract IT jobs advertised in Reading 5.16% 8.88% 6.45%
As % of the Processes & Methodologies category 6.28% 11.10% 8.25%
Number of daily rates quoted 49 68 104
Reading median daily rate £475 £400 £450
Median daily rate % change year-on-year +18.75% -11.11% +12.50%
10th Percentile £297 £289 £312
90th Percentile £610 £536 £700
Berkshire median daily rate £450 £438 £425
% change year-on-year +2.86% +2.94% +6.25%
Number of hourly rates quoted 0 0 1
Reading median hourly rate - - £16.50
Berkshire median hourly rate £14.68 £15.75 £33.25
% change year-on-year -6.79% -52.63% -21.76%

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 Reading with a requirement for process or methodology skills.

All Process and Methodology Skills
Reading
Contract vacancies with a requirement for process or methodology skills 1051 1189 1540
As % of all contract IT jobs advertised in Reading 82.24% 80.01% 78.25%
Number of daily rates quoted 639 611 976
Reading median daily rate £400 £400 £406
Median daily rate % change year-on-year - -1.54% +1.56%
10th Percentile £270 £235 £241
90th Percentile £575 £575 £550
Berkshire median daily rate £425 £400 £400
% change year-on-year +6.25% - +5.96%
Number of hourly rates quoted 38 41 75
Reading median hourly rate £14.00 £23.50 £30.90
Median hourly rate % change year-on-year -40.43% -23.95% +76.57%
10th Percentile £10.75 £14.25 £15.00
90th Percentile £36.43 £55.00 £47.15
Berkshire median hourly rate £14.50 £18.00 £26.50
% change year-on-year -19.44% -32.08% +39.47%

Migration
Job Vacancy Trend in Reading

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

Job vacancy trend for Migration in Reading

Migration
Contractor Daily Rate Trend in Reading

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

Contractor daily rate trend for Migration in Reading

Migration
Contractor Daily Rate Histogram in Reading

The daily rate distribution of IT jobs citing Migration in Reading over the 6 months to 16 December 2017.

Contractor daily rate histogram for Migration in Reading

Migration
Contractor Hourly Rate Trend in Reading

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

Contractor hourly rate trend for Migration in Reading

For the 6 months to 16 December 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 Reading region with a requirement for Migration.

1 19 (28.79%) Data Migration
2 13 (19.70%) SQL
3 12 (18.18%) Microsoft
4 9 (13.64%) SQL Server
4 9 (13.64%) Project Management
5 8 (12.12%) Stakeholder Management
5 8 (12.12%) VMware
5 8 (12.12%) Windows
5 8 (12.12%) Linux
5 8 (12.12%) Active Directory
6 7 (10.61%) SharePoint
6 7 (10.61%) Data Warehouse
6 7 (10.61%) Business Intelligence
6 7 (10.61%) SAP
6 7 (10.61%) Telecoms
6 7 (10.61%) Microsoft Azure
6 7 (10.61%) Office 365
6 7 (10.61%) Data Centre
7 6 (9.09%) Finance
7 6 (9.09%) ITIL
7 6 (9.09%) Unix
7 6 (9.09%) CRM
7 6 (9.09%) ETL
7 6 (9.09%) HP
8 5 (7.58%) Data Modelling
8 5 (7.58%) Cisco
8 5 (7.58%) Validation
8 5 (7.58%) OpenStack
9 4 (6.06%) Test Strategy
9 4 (6.06%) IBM

Migration
Co-occurring IT Skills in Reading 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 7 (10.61%) SharePoint
2 5 (7.58%) OpenStack
3 3 (4.55%) WebSphere
4 2 (3.03%) Apache
4 2 (3.03%) IIS
5 1 (1.52%) IBM Notes
5 1 (1.52%) PowerExchange
5 1 (1.52%) WebSphere Portal
Applications
1 2 (3.03%) Microsoft Office
2 1 (1.52%) Microsoft Project
2 1 (1.52%) MS Visio
Business Applications
1 2 (3.03%) Maximo
1 2 (3.03%) SAP CRM
1 2 (3.03%) SAP S/4HANA
2 1 (1.52%) Dynamics CRM
Cloud Services
1 7 (10.61%) Microsoft Azure
1 7 (10.61%) Office 365
2 4 (6.06%) Amazon AWS
3 3 (4.55%) SaaS
4 2 (3.03%) Cloud Computing
4 2 (3.03%) OneDrive
5 1 (1.52%) Google Cloud Platform
5 1 (1.52%) Google Drive
5 1 (1.52%) IaaS
5 1 (1.52%) PaaS
5 1 (1.52%) SuccessFactors
Communications & Networking
1 3 (4.55%) VoLTE
2 2 (3.03%) 3GPP
2 2 (3.03%) Cisco Nexus
2 2 (3.03%) DHCP
2 2 (3.03%) Diameter Protocol
2 2 (3.03%) DNS
2 2 (3.03%) DOCSIS
2 2 (3.03%) Firewall
2 2 (3.03%) NAS
2 2 (3.03%) Remote Desktop
2 2 (3.03%) SAN
2 2 (3.03%) SDH
2 2 (3.03%) SIGTRAN
2 2 (3.03%) TCP/IP
3 1 (1.52%) BIG-IP
3 1 (1.52%) Cisco ASA
3 1 (1.52%) Cisco IPT
3 1 (1.52%) IP Telephony
3 1 (1.52%) Junos
3 1 (1.52%) Wi-Fi
Database & Business Intelligence
1 9 (13.64%) SQL Server
2 7 (10.61%) Data Warehouse
3 4 (6.06%) SQL Server Integration Services
4 3 (4.55%) SQL Server Reporting Services
5 2 (3.03%) NoSQL
5 2 (3.03%) SAP HANA
5 2 (3.03%) SQL Server Analysis Services
6 1 (1.52%) Data Lake
6 1 (1.52%) IBM InfoSphere
6 1 (1.52%) IDOL
6 1 (1.52%) Microsoft Power View
6 1 (1.52%) MySQL
6 1 (1.52%) OLAP
6 1 (1.52%) OLAP Cube
6 1 (1.52%) Power BI
6 1 (1.52%) PowerCenter
6 1 (1.52%) PowerPivot
6 1 (1.52%) SQL Server 2012
6 1 (1.52%) SQL Server 2014
6 1 (1.52%) Star Schema
Development Applications
1 1 (1.52%) ERwin
1 1 (1.52%) Jenkins
1 1 (1.52%) JIRA
1 1 (1.52%) Sonatype Nexus
1 1 (1.52%) Visual Studio
1 1 (1.52%) VSS/SourceSafe
General
1 7 (10.61%) Telecoms
2 6 (9.09%) Finance
3 4 (6.06%) Billing
4 2 (3.03%) Marketing
5 1 (1.52%) Advertising
5 1 (1.52%) Retail
Job Titles
1 16 (24.24%) Architect
2 9 (13.64%) Consultant
2 9 (13.64%) Project Manager
3 8 (12.12%) Analyst
4 6 (9.09%) Developer
5 5 (7.58%) Business Analyst
5 5 (7.58%) Data Architect
5 5 (7.58%) Support Engineer
6 4 (6.06%) Migration Specialist
6 4 (6.06%) Solutions Architect
7 3 (4.55%) Azure Architect
7 3 (4.55%) Cloud Engineer
7 3 (4.55%) Data Analyst
7 3 (4.55%) Designer
7 3 (4.55%) Migration Architect
7 3 (4.55%) Migration Engineer
7 3 (4.55%) Migration Manager
7 3 (4.55%) Solutions Designer
7 3 (4.55%) Technical Architect
7 3 (4.55%) VMware Architect
Libraries, Frameworks & Software Standards
1 3 (4.55%) XML
2 2 (3.03%) .NET
2 2 (3.03%) ActiveMQ
2 2 (3.03%) IBM Integration Bus
2 2 (3.03%) J2EE
2 2 (3.03%) Spring
2 2 (3.03%) Web Services
2 2 (3.03%) WebSphere MQ
3 1 (1.52%) AngularJS
3 1 (1.52%) ASP.NET
3 1 (1.52%) ASP.NET MVC
3 1 (1.52%) Ext JS
3 1 (1.52%) JSON
3 1 (1.52%) MDX
3 1 (1.52%) MEAN Stack
3 1 (1.52%) RESTful
3 1 (1.52%) Vue (Vue.js)
Miscellaneous
1 7 (10.61%) Data Centre
2 3 (4.55%) VLE
3 2 (3.03%) Analytical Skills
3 2 (3.03%) Clustering
3 2 (3.03%) Computer Science
3 2 (3.03%) Greenfield Project
3 2 (3.03%) Linux Command Line
3 2 (3.03%) N-Tier
3 2 (3.03%) Private Cloud
3 2 (3.03%) SWIFT
4 1 (1.52%) CMDB
4 1 (1.52%) Driving Licence
4 1 (1.52%) Mainframe
Operating Systems
1 8 (12.12%) Linux
1 8 (12.12%) Windows
2 6 (9.09%) Unix
3 3 (4.55%) Red Hat Enterprise Linux
3 3 (4.55%) Windows Server
4 2 (3.03%) Windows 10
4 2 (3.03%) Windows Server 2003
4 2 (3.03%) Windows Server 2012
5 1 (1.52%) Ubuntu
5 1 (1.52%) Windows 7
5 1 (1.52%) Windows 8
Processes & Methodologies
1 19 (28.79%) Data Migration
2 9 (13.64%) Project Management
3 8 (12.12%) Stakeholder Management
4 7 (10.61%) Business Intelligence
5 6 (9.09%) CRM
5 6 (9.09%) ETL
5 6 (9.09%) ITIL
6 5 (7.58%) Data Modelling
6 5 (7.58%) Validation
7 4 (6.06%) Data Architecture
7 4 (6.06%) PRINCE2
7 4 (6.06%) Test Strategy
8 3 (4.55%) Customer Requirements
8 3 (4.55%) Data Analysis
8 3 (4.55%) Data Integration
8 3 (4.55%) Data Protection
8 3 (4.55%) DevOps
8 3 (4.55%) Performance Management
8 3 (4.55%) Problem Management
8 3 (4.55%) Root Cause Analysis
Programming Languages
1 13 (19.70%) SQL
2 3 (4.55%) JavaScript
3 2 (3.03%) C#
3 2 (3.03%) Java
3 2 (3.03%) PowerShell
3 2 (3.03%) Python
3 2 (3.03%) Shell Script
3 2 (3.03%) T-SQL
4 1 (1.52%) Data Analysis Expressions (DAX)
4 1 (1.52%) PL/SQL
4 1 (1.52%) VB
4 1 (1.52%) VBScript
Qualifications
1 4 (6.06%) Degree
1 4 (6.06%) Security Cleared
2 2 (3.03%) CCIE
2 2 (3.03%) CCNP
2 2 (3.03%) Cisco Certification
2 2 (3.03%) DV Cleared
2 2 (3.03%) MCITP
2 2 (3.03%) MCSE
2 2 (3.03%) Microsoft Certification
2 2 (3.03%) RHCE
2 2 (3.03%) SC Cleared
2 2 (3.03%) VMware Certified Professional (VCP)
3 1 (1.52%) APMP
3 1 (1.52%) CCIP
3 1 (1.52%) CCSA
3 1 (1.52%) CCSE
3 1 (1.52%) ITIL Certification
3 1 (1.52%) PRINCE2 Certification
Quality Assurance & Compliance
1 3 (4.55%) QA
2 1 (1.52%) Data Quality
System Software
1 8 (12.12%) Active Directory
2 4 (6.06%) VMware Infrastructure
3 3 (4.55%) Hyper-V
4 2 (3.03%) Docker
4 2 (3.03%) Virtual Machines
5 1 (1.52%) VMware ESXi
Systems Management
1 2 (3.03%) Ansible
1 2 (3.03%) SCCM
2 1 (1.52%) Cisco CUCM
2 1 (1.52%) Cisco Prime
2 1 (1.52%) HP Quality Center
2 1 (1.52%) Icinga
2 1 (1.52%) Kubernetes
2 1 (1.52%) Mesos
2 1 (1.52%) Microsoft Intune
2 1 (1.52%) Norton AntiVirus
2 1 (1.52%) Opscode Chef
2 1 (1.52%) Puppet
2 1 (1.52%) Systems Management Server (SMS)
2 1 (1.52%) vCenter Server
Vendors
1 12 (18.18%) Microsoft
2 8 (12.12%) VMware
3 7 (10.61%) SAP
4 6 (9.09%) HP
5 5 (7.58%) Cisco
6 4 (6.06%) IBM
7 3 (4.55%) Nokia
7 3 (4.55%) Oracle
7 3 (4.55%) Red Hat
7 3 (4.55%) Tableau
8 2 (3.03%) Callidus
8 2 (3.03%) Citrix
8 2 (3.03%) Cognos
8 2 (3.03%) Google
8 2 (3.03%) Siebel
9 1 (1.52%) CheckPoint
9 1 (1.52%) F5
9 1 (1.52%) Fortinet
9 1 (1.52%) Informatica
9 1 (1.52%) Sitecore