Period
to 21 November 2017

The following table provides summary statistics for contract job vacancies advertised in Berkshire 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 21 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
South East > Berkshire
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 20 11 19
Rank change year-on-year -9 +8 +10
Contract jobs citing Migration 288 381 309
As % of all contract IT jobs advertised in Berkshire 7.00% 8.93% 6.22%
As % of the Processes & Methodologies category 8.37% 10.97% 7.93%
Number of daily rates quoted 161 191 206
Berkshire median daily rate £450 £425 £420
Median daily rate % change year-on-year +5.88% +1.19% +5.00%
10th Percentile £308 £288 £256
90th Percentile £600 £544 £700
South East median daily rate £425 £425 £400
% change year-on-year - +6.25% +10.34%
Number of hourly rates quoted 11 3 2
Berkshire median hourly rate £15.86 £13.50 £33.25
Median hourly rate % change year-on-year +17.48% -59.40% -21.76%
10th Percentile £11.72 £8.70 £18.68
90th Percentile £50.00 £17.25 £51.23
South East median hourly rate £17.48 £17.00 £15.00
% change year-on-year +2.82% +13.33% -14.29%

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 Berkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Berkshire
Contract vacancies with a requirement for process or methodology skills 3440 3473 3895
As % of all contract IT jobs advertised in Berkshire 83.60% 81.37% 78.42%
Number of daily rates quoted 1791 1866 2150
Berkshire median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - +5.96%
10th Percentile £263 £250 £227
90th Percentile £588 £575 £550
South East median daily rate £425 £400 £390
% change year-on-year +6.25% +2.56% +4.00%
Number of hourly rates quoted 108 130 176
Berkshire median hourly rate £14.50 £17.75 £30.45
Median hourly rate % change year-on-year -18.31% -41.71% +77.45%
10th Percentile £11.25 £11.25 £13.25
90th Percentile £38.45 £48.83 £44.38
South East median hourly rate £22.75 £27.13 £26.50
% change year-on-year -16.13% +2.36% +51.43%

Migration
Job Vacancy Trend in Berkshire

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

Job vacancy trend for Migration in Berkshire

Migration
Contractor Daily Rate Trend in Berkshire

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

Contractor daily rate trend for Migration in Berkshire

Migration
Contractor Daily Rate Histogram in Berkshire

The daily rate distribution of IT jobs citing Migration in Berkshire over the 6 months to 21 November 2017.

Contractor daily rate histogram for Migration in Berkshire

Migration
Contractor Hourly Rate Trend in Berkshire

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

Contractor hourly rate trend for Migration in Berkshire

Migration
Contractor Hourly Rate Histogram in Berkshire

The hourly rate distribution of IT jobs citing Migration in Berkshire over the 6 months to 21 November 2017.

Contractor hourly rate histogram for Migration in Berkshire

Migration
Contract Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Migration within the Berkshire region over the 6 months to 21 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
Reading -13 70 £475 +18.75% 8
Bracknell +5 49 £463 +5.71%
Newbury +1 24 £405 +11.72% 1
Slough +3 22 £450 +35.85% 1
Maidenhead -12 18 £535 +9.74%
Windsor +10 10 £444 -4.05%
Wokingham +4 3 £300 -33.33%
Thatcham - 3 £315 -
Migration
South East

For the 6 months to 21 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 Berkshire region with a requirement for Migration.

1 102 (35.42%) Data Migration
2 60 (20.83%) SQL
3 47 (16.32%) Oracle
4 42 (14.58%) SAP
5 40 (13.89%) Data Modelling
5 40 (13.89%) Stakeholder Management
6 39 (13.54%) Windows
7 32 (11.11%) Microsoft
8 30 (10.42%) ETL
9 29 (10.07%) SQL Server
10 28 (9.72%) Office 365
11 27 (9.38%) Active Directory
11 27 (9.38%) Microsoft Azure
12 26 (9.03%) Data Warehouse
13 25 (8.68%) Project Management
13 25 (8.68%) Agile Software Development
13 25 (8.68%) Data Analysis
14 24 (8.33%) Finance
15 23 (7.99%) Telecoms
15 23 (7.99%) Validation
16 22 (7.64%) SharePoint
17 21 (7.29%) ITIL
17 21 (7.29%) CRM
17 21 (7.29%) Data Cleansing
17 21 (7.29%) Data Quality
18 20 (6.94%) Analytical Skills
19 18 (6.25%) Windows 10
19 18 (6.25%) Linux
20 17 (5.90%) User Acceptance Testing
20 17 (5.90%) Retail

Migration
Co-occurring IT Skills in Berkshire 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 (7.64%) SharePoint
2 10 (3.47%) OpenStack
3 6 (2.08%) MS Exchange
4 5 (1.74%) Drupal
4 5 (1.74%) SharePoint 2010
5 4 (1.39%) IBM Notes
5 4 (1.39%) WebSphere
6 3 (1.04%) Apache
6 3 (1.04%) Skype for Business
6 3 (1.04%) WordPress
7 2 (0.69%) Apache Spark
7 2 (0.69%) CMS
7 2 (0.69%) Exchange Server 2010
7 2 (0.69%) IIS
7 2 (0.69%) PowerExchange
8 1 (0.35%) Exchange Server 2003
8 1 (0.35%) Exchange Server 2007
8 1 (0.35%) Exchange Server 2013
8 1 (0.35%) SharePoint 2013
8 1 (0.35%) WebSphere Portal
Applications
1 8 (2.78%) Microsoft Excel
1 8 (2.78%) Spreadsheet
2 7 (2.43%) Microsoft Office
3 6 (2.08%) MS Visio
4 5 (1.74%) Microsoft PowerPoint
5 1 (0.35%) Microsoft Project
Business Applications
1 9 (3.13%) Dynamics CRM
2 8 (2.78%) SAP MM
3 7 (2.43%) SAP APO
3 7 (2.43%) SAP CRM
4 6 (2.08%) SAP ERP
4 6 (2.08%) SAP MDM
5 5 (1.74%) Magento
5 5 (1.74%) NetSuite
6 4 (1.39%) Maximo
7 3 (1.04%) SAP S/4HANA
8 2 (0.69%) Oracle BPM
8 2 (0.69%) Oracle CRM
8 2 (0.69%) Oracle CRM On Demand
8 2 (0.69%) SAP MDG
9 1 (0.35%) SAP Oil and Gas
9 1 (0.35%) SAP PM
Cloud Services
1 28 (9.72%) Office 365
2 27 (9.38%) Microsoft Azure
3 14 (4.86%) Amazon AWS
4 8 (2.78%) Salesforce Service Cloud
5 5 (1.74%) Azure Active Directory
5 5 (1.74%) Dynamics 365
5 5 (1.74%) IaaS
5 5 (1.74%) PaaS
5 5 (1.74%) SaaS
5 5 (1.74%) SuccessFactors
6 4 (1.39%) Cloud Computing
6 4 (1.39%) Salesforce Sales Cloud
7 3 (1.04%) Google Cloud Platform
8 2 (0.69%) Google Analytics
8 2 (0.69%) OneDrive
9 1 (0.35%) Datadog
9 1 (0.35%) Force.com
9 1 (0.35%) Google Drive
Communications & Networking
1 10 (3.47%) Ethernet
2 8 (2.78%) LAN
2 8 (2.78%) Skype
2 8 (2.78%) WAN
3 7 (2.43%) Radio Access Network
4 5 (1.74%) 5G
4 5 (1.74%) Firewall
4 5 (1.74%) TCP/IP
4 5 (1.74%) VPN
4 5 (1.74%) Wireless
5 4 (1.39%) DNS
5 4 (1.39%) Internet
5 4 (1.39%) VoLTE
6 3 (1.04%) BGP
6 3 (1.04%) Cisco Nexus
6 3 (1.04%) Junos
6 3 (1.04%) MPLS
6 3 (1.04%) OSPF
6 3 (1.04%) SAN
6 3 (1.04%) xDSL
Database & Business Intelligence
1 29 (10.07%) SQL Server
2 26 (9.03%) Data Warehouse
3 14 (4.86%) SQL Server Integration Services
4 11 (3.82%) DB2
5 10 (3.47%) SAP Data Services
6 9 (3.13%) SQL Server 2008
7 8 (2.78%) Oracle Reports
8 7 (2.43%) GIS
9 6 (2.08%) BusinessObjects
9 6 (2.08%) SQL Server Reporting Services
10 5 (1.74%) SQL Server 2016
11 4 (1.39%) MySQL
11 4 (1.39%) Star Schema
12 3 (1.04%) DB2 UDB
12 3 (1.04%) NoSQL
12 3 (1.04%) SAP BW
12 3 (1.04%) SAP HANA
12 3 (1.04%) SQL Server 2012
12 3 (1.04%) SQL Server 2014
13 2 (0.69%) Big Data
Development Applications
1 10 (3.47%) LSMW
2 4 (1.39%) Git (software)
3 3 (1.04%) JIRA
3 3 (1.04%) Subversion
3 3 (1.04%) Talend Open Studio
3 3 (1.04%) Visual Studio
4 1 (0.35%) ERwin
4 1 (0.35%) Jenkins
4 1 (0.35%) Sonatype Nexus
4 1 (0.35%) VSS/SourceSafe
General
1 24 (8.33%) Finance
2 23 (7.99%) Telecoms
3 17 (5.90%) Retail
4 15 (5.21%) Marketing
5 10 (3.47%) Pharmaceutical
6 5 (1.74%) Banking
7 4 (1.39%) Billing
8 3 (1.04%) Legal
9 2 (0.69%) Retail Banking
10 1 (0.35%) Advertising
10 1 (0.35%) Electronics
10 1 (0.35%) Law
10 1 (0.35%) Manufacturing
Job Titles
1 60 (20.83%) Consultant
2 57 (19.79%) Architect
3 38 (13.19%) Analyst
4 29 (10.07%) Developer
5 24 (8.33%) Project Manager
6 21 (7.29%) Data Analyst
7 18 (6.25%) Migration Consultant
8 16 (5.56%) Data Architect
9 14 (4.86%) Solutions Architect
10 12 (4.17%) Business Analyst
10 12 (4.17%) Migration Specialist
11 11 (3.82%) Oracle Consultant
12 10 (3.47%) SAP Consultant
13 9 (3.13%) IT Manager
13 9 (3.13%) Migration Manager
13 9 (3.13%) Migration Project Manager
13 9 (3.13%) Support Engineer
14 8 (2.78%) Data Consultant
14 8 (2.78%) Data Migration Consultant
14 8 (2.78%) IT Project Manager
Libraries, Frameworks & Software Standards
1 12 (4.17%) .NET
2 11 (3.82%) HTML
3 9 (3.13%) CSS
4 8 (2.78%) Visualforce
4 8 (2.78%) Web Services
4 8 (2.78%) XML
5 7 (2.43%) Flash
5 7 (2.43%) J2EE
6 6 (2.08%) Oracle Fusion
7 5 (1.74%) Ajax
7 5 (1.74%) EJB
7 5 (1.74%) JNDI
7 5 (1.74%) JSTL
7 5 (1.74%) Struts
8 4 (1.39%) BAPI
9 3 (1.04%) ASP.NET
9 3 (1.04%) IBM Integration Bus
9 3 (1.04%) RESTful
9 3 (1.04%) WebSphere MQ
10 2 (0.69%) WCF
Miscellaneous
1 20 (6.94%) Analytical Skills
2 17 (5.90%) Data Structures
3 13 (4.51%) Data Centre
4 9 (3.13%) Virtual Team
5 6 (2.08%) AS400
5 6 (2.08%) Public Cloud
6 5 (1.74%) Web 2.0
7 4 (1.39%) Management Information System
8 3 (1.04%) CMDB
8 3 (1.04%) Computer Science
8 3 (1.04%) Driving Licence
8 3 (1.04%) FMCG
8 3 (1.04%) Learning Management System
8 3 (1.04%) Private Cloud
8 3 (1.04%) SWIFT
8 3 (1.04%) User Experience
9 2 (0.69%) Greenfield Project
9 2 (0.69%) Linux Command Line
9 2 (0.69%) Social Media
9 2 (0.69%) Taxonomies
Operating Systems
1 39 (13.54%) Windows
2 18 (6.25%) Linux
2 18 (6.25%) Windows 10
3 10 (3.47%) Windows 7
4 7 (2.43%) Unix
5 5 (1.74%) Windows Server 2012
6 3 (1.04%) AIX
6 3 (1.04%) Red Hat Enterprise Linux
6 3 (1.04%) Ubuntu
7 2 (0.69%) Mac OS
7 2 (0.69%) SUSE
7 2 (0.69%) Windows Server
7 2 (0.69%) Windows Server 2003
8 1 (0.35%) Windows 8
8 1 (0.35%) Windows XP
Processes & Methodologies
1 102 (35.42%) Data Migration
2 40 (13.89%) Data Modelling
2 40 (13.89%) Stakeholder Management
3 30 (10.42%) ETL
4 25 (8.68%) Agile Software Development
4 25 (8.68%) Data Analysis
4 25 (8.68%) Project Management
5 23 (7.99%) Validation
6 21 (7.29%) CRM
6 21 (7.29%) Data Cleansing
6 21 (7.29%) ITIL
7 17 (5.90%) User Acceptance Testing
8 15 (5.21%) Business Analysis
8 15 (5.21%) Data Mapping
9 13 (4.51%) Business Intelligence
9 13 (4.51%) Data Extraction
9 13 (4.51%) Presales
9 13 (4.51%) PRINCE2
10 12 (4.17%) Data Architecture
10 12 (4.17%) ERP
Programming Languages
1 60 (20.83%) SQL
2 14 (4.86%) JavaScript
3 13 (4.51%) T-SQL
4 11 (3.82%) Java
5 10 (3.47%) PHP
6 8 (2.78%) Apex Code
6 8 (2.78%) C#
6 8 (2.78%) PowerShell
7 5 (1.74%) Python
7 5 (1.74%) Shell Script
8 4 (1.39%) VB
8 4 (1.39%) VB.NET
9 3 (1.04%) C
9 3 (1.04%) COBOL
9 3 (1.04%) FoxPro (VFP)
9 3 (1.04%) VB6
10 2 (0.69%) Perl
11 1 (0.35%) C++
11 1 (0.35%) PL/SQL
11 1 (0.35%) VBScript
Qualifications
1 15 (5.21%) Security Cleared
2 10 (3.47%) Degree
2 10 (3.47%) SC Cleared
3 7 (2.43%) Cisco Certification
4 6 (2.08%) PMI Certification
4 6 (2.08%) PMP
5 5 (1.74%) CCNP
5 5 (1.74%) MCSE
5 5 (1.74%) Microsoft Certification
6 4 (1.39%) BC Cleared
7 3 (1.04%) BPSS Clearance
7 3 (1.04%) CCNA
7 3 (1.04%) PRINCE2 Practitioner
8 2 (0.69%) (ISC)2 CCSP
8 2 (0.69%) CCIE
8 2 (0.69%) CCSP
8 2 (0.69%) CISSP
8 2 (0.69%) ITIL Certification
8 2 (0.69%) Oracle Certification
8 2 (0.69%) RHCE
Quality Assurance & Compliance
1 21 (7.29%) Data Quality
2 8 (2.78%) GDPR
3 7 (2.43%) GxP
3 7 (2.43%) Sarbanes-Oxley
4 6 (2.08%) QA
5 5 (1.74%) SLA
6 3 (1.04%) PMO
7 2 (0.69%) COBIT
7 2 (0.69%) ISO/IEC 27001
8 1 (0.35%) IFRS
8 1 (0.35%) ISO 22301
8 1 (0.35%) PCI DSS
8 1 (0.35%) PMBOK
System Software
1 27 (9.38%) Active Directory
2 6 (2.08%) VMware Infrastructure
3 5 (1.74%) Docker
4 4 (1.39%) Microsoft App-V
5 3 (1.04%) Hyper-V
6 2 (0.69%) HDFS
6 2 (0.69%) Terminal Services
6 2 (0.69%) Virtual Machines
7 1 (0.35%) BitLocker
7 1 (0.35%) Firmware
7 1 (0.35%) VMware ESXi
7 1 (0.35%) XenDesktop
Systems Management
1 11 (3.82%) SCCM
2 6 (2.08%) Ansible
3 5 (1.74%) Opscode Chef
4 4 (1.39%) Puppet
5 3 (1.04%) Icinga
6 2 (0.69%) Kubernetes
6 2 (0.69%) Microsoft Intune
7 1 (0.35%) Cisco CUCM
7 1 (0.35%) Cisco Prime
7 1 (0.35%) Cisco UCCE
7 1 (0.35%) HP Quality Center
7 1 (0.35%) Mesos
7 1 (0.35%) Norton AntiVirus
7 1 (0.35%) Systems Management Server (SMS)
7 1 (0.35%) vCenter Server
7 1 (0.35%) WSUS
Vendors
1 47 (16.32%) Oracle
2 42 (14.58%) SAP
3 32 (11.11%) Microsoft
4 16 (5.56%) Salesforce.com
5 12 (4.17%) Cisco
5 12 (4.17%) HP
5 12 (4.17%) IBM
5 12 (4.17%) Siebel
6 11 (3.82%) VMware
7 9 (3.13%) Google
7 9 (3.13%) JDA
7 9 (3.13%) Tableau
8 6 (2.08%) Callidus
8 6 (2.08%) Citrix
8 6 (2.08%) Intershop
9 5 (1.74%) ATG
9 5 (1.74%) Demandware
9 5 (1.74%) Juniper
9 5 (1.74%) Nokia
10 4 (1.39%) Pardot