Period
to 20 November 2017

The following table provides summary statistics for contract job vacancies advertised in the East of England 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 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
England > East of England
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 21 23 28
Rank change year-on-year +2 +5 +3
Contract jobs citing Migration 349 287 294
As % of all contract IT jobs advertised in the East of England 6.83% 5.99% 4.95%
As % of the Processes & Methodologies category 8.26% 7.35% 6.29%
Number of daily rates quoted 222 194 220
East of England median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - +6.67%
10th Percentile £275 £253 £213
90th Percentile £575 £550 £700
England median daily rate £436 £425 £400
% change year-on-year +2.59% +6.25% -
Number of hourly rates quoted 13 6 15
East of England median hourly rate £17.50 £13.68 £28.00
Median hourly rate % change year-on-year +27.92% -51.14% +80.65%
10th Percentile £13.00 £10.86 £12.40
90th Percentile £45.00 £25.48 £42.77
England median hourly rate £17.50 £18.19 £15.25
% change year-on-year -3.78% +19.26% -12.86%

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 the East of England with a requirement for process or methodology skills.

All Process and Methodology Skills
East of England
Contract vacancies with a requirement for process or methodology skills 4224 3904 4675
As % of all contract IT jobs advertised in the East of England 82.66% 81.44% 78.73%
Number of daily rates quoted 2435 2265 2738
East of England median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - +6.67%
10th Percentile £250 £224 £234
90th Percentile £575 £540 £550
England median daily rate £450 £425 £423
% change year-on-year +5.88% +0.59% +5.63%
Number of hourly rates quoted 259 309 391
East of England median hourly rate £31.03 £31.45 £25.50
Median hourly rate % change year-on-year -1.34% +23.33% +5.99%
10th Percentile £11.52 £13.75 £12.00
90th Percentile £49.75 £47.50 £45.45
England median hourly rate £24.00 £24.42 £22.50
% change year-on-year -1.72% +8.53% +18.42%

Migration
Job Vacancy Trend in the East of England

Job postings citing Migration as a percentage of all IT jobs advertised in the East of England.

Job vacancy trend for Migration in the East of England

Migration
Contractor Daily Rate Trend in the East of England

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

Contractor daily rate trend for Migration in the East of England

Migration
Contractor Daily Rate Histogram in the East of England

The daily rate distribution of IT jobs citing Migration in the East of England over the 6 months to 20 November 2017.

Contractor daily rate histogram for Migration in the East of England

Migration
Contractor Hourly Rate Trend in the East of England

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

Contractor hourly rate trend for Migration in the East of England

Migration
Contractor Hourly Rate Histogram in the East of England

The hourly rate distribution of IT jobs citing Migration in the East of England over the 6 months to 20 November 2017.

Contractor hourly rate histogram for Migration in the East of England

Migration
Contract Job Locations in the East of England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Migration within the East of England region over the 6 months to 20 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
Hertfordshire +12 113 £425 +13.33% 11
Cambridgeshire +3 73 £425 +6.25% 4
Bedfordshire +6 71 £450 - 4
Suffolk +7 36 £405 +1.25%
Essex -33 32 £450 +28.57% 2
Norfolk -4 16 £350 -6.67% 1
East Anglia +4 10 £513 +20.59%
Migration
England

For the 6 months to 20 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 East of England region with a requirement for Migration.

1 88 (25.21%) Data Migration
2 71 (20.34%) SQL
3 63 (18.05%) Windows
4 61 (17.48%) Microsoft
5 59 (16.91%) Oracle
5 59 (16.91%) Finance
6 55 (15.76%) SQL Server
7 45 (12.89%) Active Directory
8 42 (12.03%) Agile Software Development
9 40 (11.46%) Microsoft Azure
10 34 (9.74%) Amazon AWS
11 33 (9.46%) Security Cleared
12 32 (9.17%) SC Cleared
13 31 (8.88%) Stakeholder Management
13 31 (8.88%) LAN
14 27 (7.74%) Project Management
14 27 (7.74%) Windows Server
15 26 (7.45%) ERP
16 25 (7.16%) Data Quality
17 23 (6.59%) T-SQL
17 23 (6.59%) SQL Server Integration Services
17 23 (6.59%) Retail
18 22 (6.30%) Enterprise Architecture
18 22 (6.30%) ETL
18 22 (6.30%) Citrix
18 22 (6.30%) Data Centre
19 21 (6.02%) Office 365
19 21 (6.02%) WAN
19 21 (6.02%) Data Modelling
19 21 (6.02%) VMware

Migration
Co-occurring IT Skills in the East of England 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 9 (2.58%) IIS
2 8 (2.29%) MS Exchange
3 6 (1.72%) SharePoint
3 6 (1.72%) Skype for Business
3 6 (1.72%) WebLogic
4 5 (1.43%) Exchange Server 2010
5 4 (1.15%) Apache
5 4 (1.15%) Apache Spark
5 4 (1.15%) Oracle SOA Suite
5 4 (1.15%) SAS
6 3 (0.86%) Apache Pig
6 3 (0.86%) CMS
6 3 (0.86%) Drupal
6 3 (0.86%) SharePoint 2013
7 2 (0.57%) Confluence
7 2 (0.57%) Exchange Server 2013
8 1 (0.29%) Apache Solr
8 1 (0.29%) MS Project Server
8 1 (0.29%) OpenStack
8 1 (0.29%) SharePoint 2010
Applications
1 10 (2.87%) Microsoft Excel
2 8 (2.29%) Microsoft Office
3 7 (2.01%) MS Visio
4 2 (0.57%) Microsoft PowerPoint
5 1 (0.29%) Microsoft Project
Business Applications
1 9 (2.58%) Oracle EBS
2 6 (1.72%) Oracle ERP
3 5 (1.43%) Oracle EBS R12
4 4 (1.15%) Cognos Business Intelligence
5 3 (0.86%) Cognos Planning
5 3 (0.86%) Oracle Procure-to-Pay
5 3 (0.86%) Oracle Receivables
6 2 (0.57%) Dynamics CRM
6 2 (0.57%) Dynamics NAV
6 2 (0.57%) Oracle General Ledger
6 2 (0.57%) Oracle Payroll
6 2 (0.57%) Oracle Retail
6 2 (0.57%) Oracle SCM
6 2 (0.57%) Raiser's Edge
6 2 (0.57%) SAP CO
6 2 (0.57%) SAP FI
6 2 (0.57%) SAP FI/CO
6 2 (0.57%) Unit4 Business World
7 1 (0.29%) Oracle Applications
7 1 (0.29%) Oracle Financials
Cloud Services
1 40 (11.46%) Microsoft Azure
2 34 (9.74%) Amazon AWS
3 21 (6.02%) Office 365
4 13 (3.72%) PaaS
5 12 (3.44%) IaaS
6 8 (2.29%) SaaS
7 3 (0.86%) Cloud Computing
7 3 (0.86%) OneDrive
8 2 (0.57%) Amazon S3
8 2 (0.57%) Azure Active Directory
8 2 (0.57%) Google Cloud Platform
9 1 (0.29%) Amazon CloudSearch
9 1 (0.29%) Amazon EC2
9 1 (0.29%) Amazon ELB
9 1 (0.29%) AWS CloudFormation
9 1 (0.29%) AWS Elastic Beanstalk
9 1 (0.29%) Azure Machine Learning
9 1 (0.29%) Data Lake Analytics
9 1 (0.29%) Dynamics 365
9 1 (0.29%) Virtual Private Cloud
Communications & Networking
1 31 (8.88%) LAN
2 21 (6.02%) WAN
3 19 (5.44%) Firewall
4 11 (3.15%) Skype
5 10 (2.87%) SAN
6 9 (2.58%) NetScaler
6 9 (2.58%) TCP/IP
6 9 (2.58%) VLAN
7 7 (2.01%) VPN
8 6 (1.72%) Cisco ASA
8 6 (1.72%) DHCP
8 6 (1.72%) DNS
8 6 (1.72%) HTTP
8 6 (1.72%) NAS
8 6 (1.72%) SSL
9 5 (1.43%) Network Security
9 5 (1.43%) OSPF
9 5 (1.43%) Wi-Fi
10 4 (1.15%) BGP
11 3 (0.86%) DWDM
Database & Business Intelligence
1 55 (15.76%) SQL Server
2 23 (6.59%) SQL Server Integration Services
3 18 (5.16%) Oracle Database
4 14 (4.01%) Data Warehouse
5 12 (3.44%) SQL Server Reporting Services
6 10 (2.87%) Relational Database
7 8 (2.29%) Apache Cassandra
7 8 (2.29%) SQL Server 2008
7 8 (2.29%) SQL Server 2014
8 6 (1.72%) Oracle ODI
8 6 (1.72%) SQL Server 2012
9 4 (1.15%) Big Data
9 4 (1.15%) DB2
9 4 (1.15%) Hadoop
9 4 (1.15%) Impala
9 4 (1.15%) MongoDB
9 4 (1.15%) Oracle Exadata
9 4 (1.15%) Oracle Reports
9 4 (1.15%) SQL Server 2005
9 4 (1.15%) SQL Server 2016
Development Applications
1 11 (3.15%) Talend Open Studio
2 7 (2.01%) Team Foundation Server
3 5 (1.43%) Git (software)
3 5 (1.43%) JIRA
4 4 (1.15%) PowerDesigner
4 4 (1.15%) Subversion
5 3 (0.86%) Visual Studio
6 1 (0.29%) InstallShield
6 1 (0.29%) PhpStorm
6 1 (0.29%) RSpec
General
1 59 (16.91%) Finance
2 23 (6.59%) Retail
3 15 (4.30%) Manufacturing
4 7 (2.01%) Telecoms
5 5 (1.43%) Banking
6 4 (1.15%) Legal
6 4 (1.15%) Local Government
7 3 (0.86%) Marketing
7 3 (0.86%) Retail Banking
8 2 (0.57%) Advertising
8 2 (0.57%) French Language
9 1 (0.29%) Automotive
9 1 (0.29%) Back Office
9 1 (0.29%) Billing
9 1 (0.29%) Electronics
9 1 (0.29%) Financial Institution
9 1 (0.29%) Games
9 1 (0.29%) General Ledger
9 1 (0.29%) Pharmaceutical
Job Titles
1 63 (18.05%) Analyst
2 50 (14.33%) Consultant
3 43 (12.32%) Project Manager
4 42 (12.03%) Architect
5 29 (8.31%) Business Analyst
6 28 (8.02%) Developer
7 18 (5.16%) Data Analyst
8 14 (4.01%) Administrator
9 13 (3.72%) Migration Specialist
9 13 (3.72%) SQL Developer
9 13 (3.72%) Technical Analyst
10 12 (3.44%) Support Engineer
11 10 (2.87%) DBA
11 10 (2.87%) Migration Analyst
11 10 (2.87%) Network Engineer
12 9 (2.58%) Desktop Engineer
12 9 (2.58%) Desktop Support
12 9 (2.58%) Infrastructure Project Manager
12 9 (2.58%) Migration Manager
12 9 (2.58%) Solutions Architect
Libraries, Frameworks & Software Standards
1 14 (4.01%) Middleware
2 11 (3.15%) .NET
2 11 (3.15%) XML
3 9 (2.58%) JMS
3 9 (2.58%) Web Services
4 8 (2.29%) Oracle Fusion
5 7 (2.01%) J2EE
6 6 (1.72%) REST
7 5 (1.43%) SOAP
8 4 (1.15%) WCF
8 4 (1.15%) XML Schema
9 3 (0.86%) JSON
9 3 (0.86%) Spark Streaming
9 3 (0.86%) Spring
9 3 (0.86%) XSD
10 2 (0.57%) ASP.NET
10 2 (0.57%) ASP.NET MVC
10 2 (0.57%) HTML
10 2 (0.57%) Oracle GoldenGate
10 2 (0.57%) RESTful
Miscellaneous
1 22 (6.30%) Data Centre
2 19 (5.44%) Analytical Skills
3 13 (3.72%) Reference Data
4 9 (2.58%) Public Cloud
5 8 (2.29%) Data Structures
5 8 (2.29%) Private Cloud
6 7 (2.01%) Hybrid Cloud
7 6 (1.72%) Management Information System
8 5 (1.43%) Clustering
8 5 (1.43%) Greenfield Project
9 4 (1.15%) IVR
9 4 (1.15%) Mobile App
9 4 (1.15%) N-Tier
9 4 (1.15%) Oracle Exalytics
10 3 (0.86%) AS400
10 3 (0.86%) Life Science
10 3 (0.86%) NHS
10 3 (0.86%) Replication
11 2 (0.57%) Client/Server
11 2 (0.57%) iPhone
Operating Systems
1 63 (18.05%) Windows
2 27 (7.74%) Windows Server
3 16 (4.58%) Unix
4 14 (4.01%) Linux
4 14 (4.01%) Windows 10
5 10 (2.87%) Windows 7
6 5 (1.43%) Mac OS X
6 5 (1.43%) Red Hat Enterprise Linux
6 5 (1.43%) Windows Server 2012
6 5 (1.43%) Windows XP
7 4 (1.15%) Windows Server 2008
8 3 (0.86%) Android
8 3 (0.86%) Solaris
9 2 (0.57%) Windows 8
10 1 (0.29%) AIX
10 1 (0.29%) Apple iOS
Processes & Methodologies
1 88 (25.21%) Data Migration
2 42 (12.03%) Agile Software Development
3 31 (8.88%) Stakeholder Management
4 27 (7.74%) Project Management
5 26 (7.45%) ERP
6 22 (6.30%) Enterprise Architecture
6 22 (6.30%) ETL
7 21 (6.02%) Data Modelling
8 18 (5.16%) Business Analysis
8 18 (5.16%) PRINCE2
8 18 (5.16%) Scrum
9 17 (4.87%) Service Delivery
10 16 (4.58%) Data Mapping
11 15 (4.30%) Business Intelligence
11 15 (4.30%) E-Commerce
11 15 (4.30%) High Availability
11 15 (4.30%) Time Management
12 14 (4.01%) Change Management
12 14 (4.01%) Data Cleansing
12 14 (4.01%) User Stories
Programming Languages
1 71 (20.34%) SQL
2 23 (6.59%) T-SQL
3 13 (3.72%) C#
4 11 (3.15%) Java
5 10 (2.87%) PowerShell
6 8 (2.29%) PL/SQL
7 4 (1.15%) C
7 4 (1.15%) JavaScript
8 3 (0.86%) Python
8 3 (0.86%) Shell Script
9 2 (0.57%) ABAP
9 2 (0.57%) PHP
10 1 (0.29%) Apex Code
10 1 (0.29%) RPG
10 1 (0.29%) Ruby
10 1 (0.29%) SAS Macro
10 1 (0.29%) TypeScript
10 1 (0.29%) U-SQL
Qualifications
1 33 (9.46%) Security Cleared
2 32 (9.17%) SC Cleared
3 20 (5.73%) Microsoft Certification
4 17 (4.87%) MCSE
5 16 (4.58%) Cisco Certification
6 13 (3.72%) CCNP
7 12 (3.44%) MCSA
8 7 (2.01%) CCA
8 7 (2.01%) Citrix Certification
9 6 (1.72%) AWS Certification
10 5 (1.43%) DV Cleared
10 5 (1.43%) VCAP
10 5 (1.43%) VMware Certified Professional (VCP)
11 4 (1.15%) ISEB
12 3 (0.86%) CCDP
12 3 (0.86%) CCNA
12 3 (0.86%) MCP
12 3 (0.86%) PMI Certification
12 3 (0.86%) PMP
12 3 (0.86%) PRINCE2 Certification
Quality Assurance & Compliance
1 25 (7.16%) Data Quality
2 12 (3.44%) PCI DSS
3 7 (2.01%) SLA
4 4 (1.15%) JSP 440
4 4 (1.15%) QA
5 3 (0.86%) PMO
6 1 (0.29%) GAAP
6 1 (0.29%) GDPR
System Software
1 45 (12.89%) Active Directory
2 13 (3.72%) VMware Infrastructure
3 12 (3.44%) XenApp
4 5 (1.43%) Microsoft App-V
4 5 (1.43%) Oracle RAC
5 4 (1.15%) VMware ESXi
5 4 (1.15%) vSphere
6 3 (0.86%) HDFS
7 2 (0.57%) Hyper-V
7 2 (0.57%) Virtual Machines
8 1 (0.29%) Microsoft Virtual Server
8 1 (0.29%) Terminal Services
8 1 (0.29%) vCloud
8 1 (0.29%) Virtual Servers
8 1 (0.29%) XenServer
Systems Management
1 19 (5.44%) SCCM
2 6 (1.72%) Ansible
3 4 (1.15%) Microsoft Clustering
3 4 (1.15%) Tivoli
4 3 (0.86%) AirWatch
4 3 (0.86%) Oracle ZFS
4 3 (0.86%) Terraform
4 3 (0.86%) vCenter Server
4 3 (0.86%) vRealize
5 2 (0.57%) Microsoft Intune
5 2 (0.57%) Opscode Chef
5 2 (0.57%) Puppet
5 2 (0.57%) SCOM
6 1 (0.29%) Control-M
6 1 (0.29%) Data Guard
6 1 (0.29%) Failover Clustering
6 1 (0.29%) FortiGate
6 1 (0.29%) Nexpose
6 1 (0.29%) OpenView Configuration Management
6 1 (0.29%) Systems Management Server (SMS)
Vendors
1 61 (17.48%) Microsoft
2 59 (16.91%) Oracle
3 22 (6.30%) Citrix
4 21 (6.02%) VMware
5 20 (5.73%) SAP
6 19 (5.44%) Cisco
7 11 (3.15%) Talend
8 10 (2.87%) IBM
9 8 (2.29%) HP
10 7 (2.01%) Juniper
11 5 (1.43%) Genesys
12 4 (1.15%) Avaya
12 4 (1.15%) Cognos
12 4 (1.15%) Google
12 4 (1.15%) Palo Alto
13 3 (0.86%) Cloudera
13 3 (0.86%) F5
13 3 (0.86%) Hortonworks
13 3 (0.86%) MapR
13 3 (0.86%) Virgin Media