Period
to 17 July 2018

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 17 July 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
Berkshire > Reading
6 months to
17 Jul 2018
Same period 2017 Same period 2016
Rank 16 20 22
Rank change year-on-year +4 +2 -7
Contract jobs citing Migration 125 89 125
As % of all contract IT jobs advertised in Reading 8.58% 7.11% 6.66%
As % of the Processes & Methodologies category 9.99% 8.82% 8.38%
Number of daily rates quoted 69 48 73
Reading median daily rate £450 £450 £400
Median daily rate % change year-on-year - +12.50% +13.15%
10th Percentile £313 £238 £300
90th Percentile £600 £600 £545
Berkshire median daily rate £450 £450 £425
% change year-on-year - +5.88% +16.44%
Number of hourly rates quoted 1 3 0
Reading median hourly rate £40.00 £17.50 -
Median hourly rate % change year-on-year +128.57% - -
Berkshire median hourly rate £15.86 £13.68 £14.19
% change year-on-year +15.94% -3.58% +3.94%

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 1,251 1,009 1,492
As % of all contract IT jobs advertised in Reading 85.86% 80.59% 79.49%
Number of daily rates quoted 745 516 847
Reading median daily rate £425 £415 £400
Median daily rate % change year-on-year +2.41% +3.75% +6.67%
10th Percentile £261 £239 £250
90th Percentile £602 £575 £550
Berkshire median daily rate £425 £425 £408
% change year-on-year - +4.29% +8.67%
Number of hourly rates quoted 26 54 40
Reading median hourly rate £22.00 £17.49 £22.35
Median hourly rate % change year-on-year +25.79% -21.74% +3.71%
10th Percentile £13.50 £11.25 £11.15
90th Percentile £53.13 £57.50 £60.00
Berkshire median hourly rate £21.50 £15.00 £17.50
% change year-on-year +43.33% -14.29% -20.45%

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 17 July 2018.

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 17 July 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 Reading region with a requirement for Migration.

1 37 (29.60%) Microsoft Azure
2 29 (23.20%) Microsoft
3 25 (20.00%) Data Migration
4 24 (19.20%) Oracle
5 23 (18.40%) SC Cleared
5 23 (18.40%) Security Cleared
6 19 (15.20%) SQL
7 18 (14.40%) Project Management
7 18 (14.40%) Finance
7 18 (14.40%) Stakeholder Management
7 18 (14.40%) Office 365
8 17 (13.60%) Windows
9 16 (12.80%) SQL Server
10 13 (10.40%) Business Intelligence
10 13 (10.40%) Degree
10 13 (10.40%) Power BI
11 12 (9.60%) VMware
12 11 (8.80%) Analytical Skills
13 10 (8.00%) Problem-Solving
13 10 (8.00%) Telecoms
13 10 (8.00%) Agile Software Development
13 10 (8.00%) Computer Science
13 10 (8.00%) SCCM
14 9 (7.20%) PowerShell
14 9 (7.20%) Linux
15 8 (6.40%) Data Modelling
15 8 (6.40%) Active Directory
15 8 (6.40%) HP
15 8 (6.40%) Disaster Recovery
15 8 (6.40%) SQL Server Integration Services

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 5 (4.00%) SharePoint
1 5 (4.00%) Skype for Business
2 4 (3.20%) MS Exchange
2 4 (3.20%) OpenStack
3 2 (1.60%) Apache Pig
3 2 (1.60%) Exchange Server 2010
3 2 (1.60%) IIS
3 2 (1.60%) SAS
3 2 (1.60%) SharePoint 2013
4 1 (0.80%) Apache Spark
4 1 (0.80%) Cloud Foundry
4 1 (0.80%) Elasticsearch
4 1 (0.80%) Exchange Server 2013
Applications
1 2 (1.60%) SPSS
2 1 (0.80%) SOLIDWORKS
Business Applications
1 3 (2.40%) Oracle EBS
2 2 (1.60%) Oracle EBS R12
2 2 (1.60%) Oracle ERP
3 1 (0.80%) Dynamics AX
3 1 (0.80%) Maximo
3 1 (0.80%) NetSuite
3 1 (0.80%) Remedy ITSM
3 1 (0.80%) SAP PLM
3 1 (0.80%) SAP S/4HANA
3 1 (0.80%) SAP SRM
Cloud Services
1 37 (29.60%) Microsoft Azure
2 18 (14.40%) Office 365
3 7 (5.60%) Amazon AWS
4 6 (4.80%) PaaS
5 5 (4.00%) Cloud Computing
6 4 (3.20%) IaaS
6 4 (3.20%) SaaS
7 3 (2.40%) Azure Active Directory
8 1 (0.80%) Azure Data Factory
8 1 (0.80%) Dynamics 365
8 1 (0.80%) GitHub
8 1 (0.80%) OneDrive
8 1 (0.80%) Oracle Service Cloud
Communications & Networking
1 6 (4.80%) LTE
2 5 (4.00%) Firewall
2 5 (4.00%) Skype
3 4 (3.20%) 3G
3 4 (3.20%) Radio Access Network
4 3 (2.40%) Ethernet
4 3 (2.40%) Internet
4 3 (2.40%) SAN
4 3 (2.40%) VoIP
4 3 (2.40%) Wireless
5 2 (1.60%) 4G
5 2 (1.60%) PBX
5 2 (1.60%) PSTN
5 2 (1.60%) VoLTE
6 1 (0.80%) Diameter Protocol
6 1 (0.80%) GSM
6 1 (0.80%) SMS
6 1 (0.80%) TCP/IP
6 1 (0.80%) UMTS
6 1 (0.80%) Unified Communications
Database & Business Intelligence
1 16 (12.80%) SQL Server
2 13 (10.40%) Power BI
3 8 (6.40%) SQL Server Integration Services
4 7 (5.60%) Big Data
5 6 (4.80%) Data Warehouse
6 5 (4.00%) SQL Server Analysis Services
7 4 (3.20%) SQL Server 2008
7 4 (3.20%) SQL Server Reporting Services
8 3 (2.40%) Hadoop
8 3 (2.40%) SAP HANA
9 2 (1.60%) Apache Cassandra
9 2 (1.60%) Apache Hive
9 2 (1.60%) Azure SQL Database
9 2 (1.60%) HBase
9 2 (1.60%) Mahout
9 2 (1.60%) MongoDB
9 2 (1.60%) NoSQL
9 2 (1.60%) Pentaho
9 2 (1.60%) Redis
9 2 (1.60%) SQL Server 2012
Development Applications
1 5 (4.00%) Jenkins
2 2 (1.60%) Cucumber
2 2 (1.60%) Selenium
2 2 (1.60%) Visual Studio Team System
3 1 (0.80%) ERwin
3 1 (0.80%) gulp
3 1 (0.80%) JIRA
3 1 (0.80%) MSI
3 1 (0.80%) Oracle Forms
3 1 (0.80%) Protractor
3 1 (0.80%) SoapUI
3 1 (0.80%) Sonatype Nexus
3 1 (0.80%) Toad
General
1 18 (14.40%) Finance
2 10 (8.00%) Telecoms
3 5 (4.00%) Retail
4 4 (3.20%) Legal
5 3 (2.40%) Back Office
5 3 (2.40%) Manufacturing
5 3 (2.40%) Marketing
6 2 (1.60%) Brand Awareness
7 1 (0.80%) Billing
7 1 (0.80%) Electronics
7 1 (0.80%) French Language
Job Titles
1 23 (18.40%) Project Manager
2 18 (14.40%) Architect
3 14 (11.20%) Consultant
4 11 (8.80%) Analyst
5 8 (6.40%) Business Analyst
5 8 (6.40%) Migration Manager
5 8 (6.40%) Solutions Architect
6 6 (4.80%) Applications Manager
6 6 (4.80%) Applications Project Manager
7 5 (4.00%) Data Consultant
7 5 (4.00%) DevOps Engineer
7 5 (4.00%) Infrastructure Manager
7 5 (4.00%) Migration Architect
7 5 (4.00%) Migration Engineer
7 5 (4.00%) Programme Manager
8 4 (3.20%) Cloud Engineer
8 4 (3.20%) Data Migration Manager
8 4 (3.20%) Insight Consultant
8 4 (3.20%) Office 365 Engineer
8 4 (3.20%) OSS Solutions Architect
Libraries, Frameworks & Software Standards
1 7 (5.60%) .NET
2 1 (0.80%) AngularJS
2 1 (0.80%) Elastic Stack
2 1 (0.80%) Gherkin
2 1 (0.80%) IDoc
2 1 (0.80%) JSON
2 1 (0.80%) Kafka
2 1 (0.80%) LDAP
2 1 (0.80%) Node.js
2 1 (0.80%) Oracle Fusion
2 1 (0.80%) SOAP
2 1 (0.80%) VXML
2 1 (0.80%) WireMock
Miscellaneous
1 11 (8.80%) Analytical Skills
2 10 (8.00%) Computer Science
3 8 (6.40%) Data Centre
4 7 (5.60%) Management Information System
4 7 (5.60%) VLE
5 5 (4.00%) Enterprise Software
6 4 (3.20%) Hybrid Cloud
6 4 (3.20%) Replication
7 3 (2.40%) Clustering
7 3 (2.40%) PMI
7 3 (2.40%) Self-Motivation
8 2 (1.60%) Client/Server
8 2 (1.60%) Greenfield Project
8 2 (1.60%) N-Tier
8 2 (1.60%) Virtual Team
9 1 (0.80%) BBC
9 1 (0.80%) CMDB
9 1 (0.80%) IVR
9 1 (0.80%) Robotics
9 1 (0.80%) Verilog
Operating Systems
1 17 (13.60%) Windows
2 9 (7.20%) Linux
3 6 (4.80%) Windows 10
4 3 (2.40%) Windows Server 2012
5 2 (1.60%) Android
5 2 (1.60%) Apple iOS
5 2 (1.60%) Windows 7
5 2 (1.60%) Windows 8
5 2 (1.60%) Windows Server 2008
6 1 (0.80%) CentOS
6 1 (0.80%) Solaris
6 1 (0.80%) Unix
6 1 (0.80%) Windows Server
Processes & Methodologies
1 25 (20.00%) Data Migration
2 18 (14.40%) Project Management
2 18 (14.40%) Stakeholder Management
3 13 (10.40%) Business Intelligence
4 10 (8.00%) Agile Software Development
4 10 (8.00%) Problem-Solving
5 8 (6.40%) Data Modelling
5 8 (6.40%) Disaster Recovery
6 7 (5.60%) Analytics
6 7 (5.60%) Business Analysis
6 7 (5.60%) DevOps
6 7 (5.60%) Presales
7 6 (4.80%) ETL
8 5 (4.00%) Change Management
8 5 (4.00%) Data Analytics
8 5 (4.00%) Functional Testing
8 5 (4.00%) Mentoring
8 5 (4.00%) PRINCE2
8 5 (4.00%) Test Automation
8 5 (4.00%) Validation
Programming Languages
1 19 (15.20%) SQL
2 9 (7.20%) PowerShell
3 6 (4.80%) Java
3 6 (4.80%) Python
4 4 (3.20%) C++
4 4 (3.20%) PL/SQL
5 3 (2.40%) JavaScript
6 2 (1.60%) Bash Shell
6 2 (1.60%) C#
6 2 (1.60%) F#
6 2 (1.60%) R
6 2 (1.60%) VB
6 2 (1.60%) VBA
7 1 (0.80%) ABAP
7 1 (0.80%) C
7 1 (0.80%) Embedded C
7 1 (0.80%) Embedded C++
7 1 (0.80%) MATLAB
7 1 (0.80%) Perl
7 1 (0.80%) T-SQL
Qualifications
1 23 (18.40%) SC Cleared
1 23 (18.40%) Security Cleared
2 13 (10.40%) Degree
3 6 (4.80%) PMI Certification
3 6 (4.80%) PMP
4 4 (3.20%) Master's Degree
5 3 (2.40%) CCNP
5 3 (2.40%) Cisco Certification
5 3 (2.40%) Computer Science Degree
6 2 (1.60%) CWNA
6 2 (1.60%) JNCIP
6 2 (1.60%) PhD
7 1 (0.80%) CCIE
7 1 (0.80%) CCNA
7 1 (0.80%) ISEB
7 1 (0.80%) MCITP
7 1 (0.80%) MCPD
7 1 (0.80%) Microsoft Certification
7 1 (0.80%) TOGAF Certification
Quality Assurance & Compliance
1 5 (4.00%) QA
2 2 (1.60%) Government Security Classifications
3 1 (0.80%) GDPR
System Software
1 8 (6.40%) Active Directory
2 7 (5.60%) VMware Infrastructure
3 6 (4.80%) Hyper-V
4 2 (1.60%) Apache Flume
4 2 (1.60%) Docker
5 1 (0.80%) BitLocker
5 1 (0.80%) Firmware
5 1 (0.80%) Microsoft App-V
5 1 (0.80%) Virtual Servers
5 1 (0.80%) VMware ESXi
5 1 (0.80%) XenApp
Systems Management
1 10 (8.00%) SCCM
2 5 (4.00%) SCOM
3 4 (3.20%) Ansible
4 3 (2.40%) AirWatch
4 3 (2.40%) HP ALM
4 3 (2.40%) Kubernetes
4 3 (2.40%) Microsoft Intune
4 3 (2.40%) Opscode Chef
4 3 (2.40%) Puppet
5 2 (1.60%) Microsoft Clustering
5 2 (1.60%) Netcool
5 2 (1.60%) NSN NetAct
5 2 (1.60%) OpenView
5 2 (1.60%) TeMIP
5 2 (1.60%) Terraform
6 1 (0.80%) Cisco IPCC
6 1 (0.80%) Cisco UCCE
6 1 (0.80%) Data Guard
6 1 (0.80%) HP Quality Center
6 1 (0.80%) ZABBIX
Vendors
1 29 (23.20%) Microsoft
2 24 (19.20%) Oracle
3 12 (9.60%) VMware
4 8 (6.40%) HP
5 6 (4.80%) SAP
5 6 (4.80%) Veeam
6 5 (4.00%) Cisco
6 5 (4.00%) Informatica
7 4 (3.20%) Citrix
8 3 (2.40%) BT
8 3 (2.40%) Nokia
9 2 (1.60%) Juniper
9 2 (1.60%) Remedy
9 2 (1.60%) Salesforce.com
9 2 (1.60%) Talend
9 2 (1.60%) Teradata
9 2 (1.60%) TIBCO
9 2 (1.60%) Vertica
10 1 (0.80%) Blue Prism
10 1 (0.80%) MuleSoft