Period
to 22 September 2018

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 22 September 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
South East > Berkshire
6 months to
22 Sep 2018
Same period 2017 Same period 2016
Rank 21 25 12
Rank change year-on-year +4 -13 +12
Contract jobs citing Migration 272 253 429
As % of all contract IT jobs advertised in Berkshire 7.09% 6.31% 9.30%
As % of the Processes & Methodologies category 8.39% 7.51% 11.31%
Number of daily rates quoted 141 151 231
Berkshire median daily rate £450 £450 £425
Median daily rate % change year-on-year - +5.88% +6.25%
10th Percentile £308 £300 £285
90th Percentile £575 £588 £538
South East median daily rate £450 £425 £425
% change year-on-year +5.88% - +9.68%
Number of hourly rates quoted 7 11 4
Berkshire median hourly rate £20.00 £13.86 £15.75
Median hourly rate % change year-on-year +44.30% -12.00% -4.55%
10th Percentile £11.17 £11.72 £9.21
90th Percentile £51.05 £50.00 £19.93
South East median hourly rate £13.25 £13.65 £18.00
% change year-on-year -2.93% -24.17% -8.86%

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 3,243 3,370 3,793
As % of all contract IT jobs advertised in Berkshire 84.50% 84.04% 82.22%
Number of daily rates quoted 1,623 1,708 2,056
Berkshire median daily rate £425 £425 £400
Median daily rate % change year-on-year - +6.25% +3.23%
10th Percentile £250 £262 £250
90th Percentile £575 £588 £564
South East median daily rate £435 £415 £400
% change year-on-year +4.82% +3.75% +3.23%
Number of hourly rates quoted 75 117 143
Berkshire median hourly rate £21.50 £15.50 £17.50
Median hourly rate % change year-on-year +38.71% -11.43% -27.45%
10th Percentile £9.93 £11.25 £11.25
90th Percentile £47.95 £39.60 £43.12
South East median hourly rate £25.01 £20.50 £22.75
% change year-on-year +21.98% -9.89% +0.38%

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 22 September 2018.

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 22 September 2018.

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 22 September 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
Reading +7 97 £475 - 7
Bracknell +3 35 £363 -21.62% 5
Slough 0 26 £413 -10.81% 6
Maidenhead -2 18 £481 -10.05%
Newbury -14 16 £450 +9.42% 1
Wokingham -13 3 £332 +2.23%
Windsor +4 2 - - 2
Migration
South East

For the 6 months to 22 September 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 Berkshire region with a requirement for Migration.

1 89 (32.72%) Data Migration
2 49 (18.01%) SQL
2 49 (18.01%) Finance
3 41 (15.07%) Agile Software Development
4 40 (14.71%) Security Cleared
5 39 (14.34%) Oracle
6 38 (13.97%) SAP
7 37 (13.60%) Telecoms
8 36 (13.24%) Microsoft
8 36 (13.24%) Microsoft Azure
9 35 (12.87%) SC Cleared
10 31 (11.40%) SQL Server
11 30 (11.03%) Windows
12 27 (9.93%) Data Modelling
13 26 (9.56%) Project Management
14 25 (9.19%) ETL
14 25 (9.19%) ERP
14 25 (9.19%) Data Cleansing
15 24 (8.82%) Java
15 24 (8.82%) Stakeholder Management
16 21 (7.72%) Office 365
16 21 (7.72%) DevOps
16 21 (7.72%) Data Centre
17 20 (7.35%) Analytics
17 20 (7.35%) Linux
17 20 (7.35%) Microsoft Excel
17 20 (7.35%) Active Directory
18 19 (6.99%) Amazon AWS
19 18 (6.62%) Problem-Solving
20 17 (6.25%) Data Analysis

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 10 (3.68%) SharePoint
2 8 (2.94%) OpenStack
3 5 (1.84%) MS Exchange
4 4 (1.47%) Apache Spark
4 4 (1.47%) Skype for Business
5 2 (0.74%) Exchange Server 2010
5 2 (0.74%) Exchange Server 2013
5 2 (0.74%) IIS
5 2 (0.74%) SharePoint 2013
5 2 (0.74%) Tomcat
5 2 (0.74%) WebSphere
6 1 (0.37%) Apache
6 1 (0.37%) Elasticsearch
6 1 (0.37%) JBoss
6 1 (0.37%) nginx
Applications
1 20 (7.35%) Microsoft Excel
2 7 (2.57%) Microsoft Office
3 4 (1.47%) Microsoft Project
4 2 (0.74%) MS Visio
5 1 (0.37%) Microsoft PowerPoint
Business Applications
1 11 (4.04%) SAP S/4HANA
2 8 (2.94%) SAP ERP
3 7 (2.57%) Oracle EBS R12
3 7 (2.57%) SAP APO
3 7 (2.57%) SAP MM
4 5 (1.84%) CSG Singleview
4 5 (1.84%) Oracle Payables
4 5 (1.84%) Oracle Receivables
4 5 (1.84%) SAP MDM
5 3 (1.10%) SAP R/3
6 2 (0.74%) Oracle EBS
6 2 (0.74%) Oracle ERP
7 1 (0.37%) Dynamics AX
7 1 (0.37%) Dynamics CRM
7 1 (0.37%) Maximo
7 1 (0.37%) Oracle CRM
7 1 (0.37%) Remedy ITSM
7 1 (0.37%) SAP Business ByDesign
7 1 (0.37%) SAP MDG
7 1 (0.37%) SAP WM
Cloud Services
1 36 (13.24%) Microsoft Azure
2 21 (7.72%) Office 365
3 19 (6.99%) Amazon AWS
4 15 (5.51%) SaaS
5 14 (5.15%) PaaS
6 6 (2.21%) Force.com
7 4 (1.47%) Cloud Computing
7 4 (1.47%) IaaS
7 4 (1.47%) Salesforce Service Cloud
8 2 (0.74%) Azure Active Directory
8 2 (0.74%) GitHub
8 2 (0.74%) Oracle Service Cloud
9 1 (0.37%) AWS CloudFormation
9 1 (0.37%) AWS Elastic Beanstalk
9 1 (0.37%) Azure Data Factory
9 1 (0.37%) Dynamics 365
9 1 (0.37%) G Suite
9 1 (0.37%) OneDrive
9 1 (0.37%) SuccessFactors
9 1 (0.37%) Veeva
Communications & Networking
1 7 (2.57%) 3G
1 7 (2.57%) Firewall
2 5 (1.84%) Ethernet
2 5 (1.84%) Internet
2 5 (1.84%) LTE
2 5 (1.84%) Radio Access Network
2 5 (1.84%) VPN
2 5 (1.84%) WAN
2 5 (1.84%) Wireless
3 4 (1.47%) LAN
3 4 (1.47%) MPLS
3 4 (1.47%) SAN
3 4 (1.47%) Wireshark
4 3 (1.10%) BGP
4 3 (1.10%) OSPF
4 3 (1.10%) PSTN
4 3 (1.10%) SNMP
4 3 (1.10%) TCP/IP
4 3 (1.10%) VoIP
4 3 (1.10%) WLAN
Database & Business Intelligence
1 31 (11.40%) SQL Server
2 16 (5.88%) Big Data
3 11 (4.04%) SAP Data Services
4 9 (3.31%) Data Lake
4 9 (3.31%) SAP HANA
5 8 (2.94%) Data Warehouse
5 8 (2.94%) Oracle Database
5 8 (2.94%) Oracle Database 12c
6 7 (2.57%) SAP BW
6 7 (2.57%) SQL Server 2012
7 5 (1.84%) Power BI
7 5 (1.84%) SQL Server Integration Services
8 4 (1.47%) Talend Open Studio
9 3 (1.10%) Hadoop
9 3 (1.10%) PostgreSQL
9 3 (1.10%) Relational Database
10 2 (0.74%) Apache Hive
10 2 (0.74%) Cosmos DB
10 2 (0.74%) Oracle ODI
10 2 (0.74%) Sqoop
Development Applications
1 11 (4.04%) Jenkins
2 9 (3.31%) JIRA
2 9 (3.31%) Toad
3 8 (2.94%) Git (software)
4 5 (1.84%) LSMW
5 3 (1.10%) Selenium
5 3 (1.10%) Sonatype Nexus
6 2 (0.74%) Oracle Forms
6 2 (0.74%) SoapUI
6 2 (0.74%) Subversion
6 2 (0.74%) Visual Studio Team System
7 1 (0.37%) Cucumber
7 1 (0.37%) ERwin
7 1 (0.37%) Jasmine
7 1 (0.37%) Mocha
General
1 49 (18.01%) Finance
2 37 (13.60%) Telecoms
3 14 (5.15%) Retail
4 7 (2.57%) Games
5 6 (2.21%) Billing
6 4 (1.47%) Back Office
7 3 (1.10%) Pharmaceutical
8 2 (0.74%) Banking
8 2 (0.74%) Legal
8 2 (0.74%) Marketing
9 1 (0.37%) Automotive
9 1 (0.37%) Manufacturing
9 1 (0.37%) Retail Banking
Job Titles
1 39 (14.34%) Analyst
2 37 (13.60%) Architect
2 37 (13.60%) Consultant
3 33 (12.13%) Project Manager
4 26 (9.56%) Data Analyst
5 20 (7.35%) Developer
6 14 (5.15%) Programme Manager
7 11 (4.04%) Cloud Architect
7 11 (4.04%) Data Migration Analyst
7 11 (4.04%) Migration Analyst
7 11 (4.04%) Migration Architect
7 11 (4.04%) Solutions Architect
8 10 (3.68%) DevOps Engineer
8 10 (3.68%) Migration Manager
8 10 (3.68%) Migration Project Manager
8 10 (3.68%) SAP Analyst
9 9 (3.31%) Data Consultant
9 9 (3.31%) Desktop Support
9 9 (3.31%) IT Manager
9 9 (3.31%) Migration Engineer
Libraries, Frameworks & Software Standards
1 13 (4.78%) Web Services
2 9 (3.31%) .NET
3 7 (2.57%) Visualforce
4 5 (1.84%) BAPI
4 5 (1.84%) SOAP
5 3 (1.10%) CSS
5 3 (1.10%) LDAP
5 3 (1.10%) Middleware
5 3 (1.10%) Node.js
5 3 (1.10%) REST
5 3 (1.10%) Software Packaging
5 3 (1.10%) VCL
6 2 (0.74%) Ajax
6 2 (0.74%) HTML
6 2 (0.74%) HTML5
6 2 (0.74%) JSON
6 2 (0.74%) Kafka
6 2 (0.74%) Oracle Fusion
6 2 (0.74%) RESTful
6 2 (0.74%) XML
Miscellaneous
1 21 (7.72%) Data Centre
2 15 (5.51%) Analytical Skills
3 9 (3.31%) Data Structures
4 7 (2.57%) Management Information System
5 6 (2.21%) Computer Science
5 6 (2.21%) Enterprise Software
6 5 (1.84%) Hybrid Cloud
7 4 (1.47%) AS400
7 4 (1.47%) CMDB
7 4 (1.47%) Life Science
7 4 (1.47%) Mobile App
7 4 (1.47%) VLE
8 3 (1.10%) Replication
9 2 (0.74%) Algorithms
9 2 (0.74%) Client/Server
9 2 (0.74%) Clustering
9 2 (0.74%) Driving Licence
9 2 (0.74%) Mainframe
9 2 (0.74%) N-Tier
9 2 (0.74%) PKI
Operating Systems
1 30 (11.03%) Windows
2 20 (7.35%) Linux
3 15 (5.51%) Windows 10
4 10 (3.68%) Windows 7
5 7 (2.57%) Windows Server
6 5 (1.84%) CentOS
7 4 (1.47%) Unix
8 3 (1.10%) Windows 8
9 2 (0.74%) Android
9 2 (0.74%) Apple iOS
9 2 (0.74%) Red Hat Enterprise Linux
9 2 (0.74%) Ubuntu
9 2 (0.74%) Windows Server 2012
9 2 (0.74%) Windows XP
10 1 (0.37%) Debian
10 1 (0.37%) SUSE Linux Enterprise Server
10 1 (0.37%) Windows Server 2008
Processes & Methodologies
1 89 (32.72%) Data Migration
2 41 (15.07%) Agile Software Development
3 27 (9.93%) Data Modelling
4 26 (9.56%) Project Management
5 25 (9.19%) Data Cleansing
5 25 (9.19%) ERP
5 25 (9.19%) ETL
6 24 (8.82%) Stakeholder Management
7 21 (7.72%) DevOps
8 20 (7.35%) Analytics
9 18 (6.62%) Problem-Solving
10 17 (6.25%) Business Analysis
10 17 (6.25%) Data Analysis
11 15 (5.51%) Data Mapping
11 15 (5.51%) Validation
12 14 (5.15%) Scrum
12 14 (5.15%) User Acceptance Testing
13 13 (4.78%) Business Intelligence
14 12 (4.41%) Regression Testing
15 11 (4.04%) Programme Management
Programming Languages
1 49 (18.01%) SQL
2 24 (8.82%) Java
3 17 (6.25%) PL/SQL
3 17 (6.25%) Python
4 10 (3.68%) PowerShell
5 9 (3.31%) T-SQL
6 7 (2.57%) Apex Code
7 5 (1.84%) C#
7 5 (1.84%) C++
7 5 (1.84%) Shell Script
7 5 (1.84%) VBA
8 4 (1.47%) Bash Shell
8 4 (1.47%) C
8 4 (1.47%) MATLAB
8 4 (1.47%) Perl
8 4 (1.47%) R
9 3 (1.10%) Delphi
9 3 (1.10%) JavaScript
9 3 (1.10%) Ruby
10 2 (0.74%) Groovy
Qualifications
1 40 (14.71%) Security Cleared
2 35 (12.87%) SC Cleared
3 15 (5.51%) Degree
4 8 (2.94%) PMI Certification
5 7 (2.57%) PgMP
6 5 (1.84%) Cisco Certification
7 4 (1.47%) CCIE
7 4 (1.47%) Computer Science Degree
7 4 (1.47%) ISEB
8 3 (1.10%) CCNP
8 3 (1.10%) DV Cleared
8 3 (1.10%) ISTQB Foundation Certification
8 3 (1.10%) PRINCE2 Practitioner
9 2 (0.74%) CCNA
9 2 (0.74%) MCSE
9 2 (0.74%) Microsoft Certification
9 2 (0.74%) PhD
9 2 (0.74%) PMP
10 1 (0.37%) CWSP
10 1 (0.37%) JNCIE
Quality Assurance & Compliance
1 11 (4.04%) Data Quality
2 8 (2.94%) QA
3 4 (1.47%) PMO
3 4 (1.47%) SLA
4 3 (1.10%) IFRS
5 2 (0.74%) GDPR
5 2 (0.74%) Government Security Classifications
6 1 (0.37%) COBIT
6 1 (0.37%) GPG13
6 1 (0.37%) P3O
6 1 (0.37%) PMBOK
System Software
1 20 (7.35%) Active Directory
2 9 (3.31%) Docker
2 9 (3.31%) VMware Infrastructure
3 7 (2.57%) Hyper-V
4 2 (0.74%) BitLocker
4 2 (0.74%) HDFS
4 2 (0.74%) KVM
4 2 (0.74%) VMware NSX
4 2 (0.74%) vSphere
5 1 (0.37%) FreeRADIUS
5 1 (0.37%) iptables
5 1 (0.37%) Postfix
5 1 (0.37%) Squid
5 1 (0.37%) VMware ESXi
Systems Management
1 11 (4.04%) SCCM
2 10 (3.68%) Ansible
2 10 (3.68%) HP ALM
2 10 (3.68%) Puppet
3 8 (2.94%) Kubernetes
4 7 (2.57%) Opscode Chef
5 6 (2.21%) Terraform
6 4 (1.47%) Netcool
6 4 (1.47%) SCOM
6 4 (1.47%) Single Sign-On
7 3 (1.10%) HP Quality Center
7 3 (1.10%) Rancher
8 2 (0.74%) AirWatch
8 2 (0.74%) Cisco IPCC
8 2 (0.74%) Cobbler
8 2 (0.74%) Icinga
8 2 (0.74%) NSN NetAct
8 2 (0.74%) OpenView
8 2 (0.74%) TeMIP
8 2 (0.74%) vCenter Server
Vendors
1 39 (14.34%) Oracle
2 38 (13.97%) SAP
3 36 (13.24%) Microsoft
4 17 (6.25%) HP
5 14 (5.15%) VMware
6 13 (4.78%) Salesforce.com
7 11 (4.04%) Cisco
8 7 (2.57%) Juniper
8 7 (2.57%) Nokia
9 5 (1.84%) Cloudera
9 5 (1.84%) TIBCO
9 5 (1.84%) Veeam
10 4 (1.47%) Informatica
10 4 (1.47%) JD Edwards
10 4 (1.47%) Red Hat
10 4 (1.47%) Talend
11 3 (1.10%) Citrix
11 3 (1.10%) Dell
11 3 (1.10%) DevExpress
11 3 (1.10%) IBM