Period
to 23 April 2018

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 23 April 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
England > East of England
6 months to
23 Apr 2018
Same period 2017 Same period 2016
Rank 25 21 25
Rank change year-on-year -4 +4 +8
Contract jobs citing Migration 298 297 299
As % of all contract IT jobs advertised in the East of England 6.72% 6.81% 5.98%
As % of the Processes & Methodologies category 7.95% 8.11% 7.42%
Number of daily rates quoted 178 195 192
East of England median daily rate £425 £425 £406
Median daily rate % change year-on-year - +4.62% +4.17%
10th Percentile £213 £263 £201
90th Percentile £564 £591 £550
England median daily rate £450 £425 £425
% change year-on-year +5.88% - +6.25%
Number of hourly rates quoted 21 11 12
East of England median hourly rate £13.00 £17.50 £47.50
Median hourly rate % change year-on-year -25.71% -63.16% +126.19%
10th Percentile £8.60 £13.00 £13.13
90th Percentile £21.75 £17.50 £60.00
England median hourly rate £15.86 £17.50 £19.50
% change year-on-year -9.37% -10.26% +9.86%

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 3,750 3,660 4,028
As % of all contract IT jobs advertised in the East of England 84.57% 83.91% 80.59%
Number of daily rates quoted 2,103 2,181 2,382
East of England median daily rate £440 £405 £413
Median daily rate % change year-on-year +8.64% -1.82% +3.13%
10th Percentile £240 £225 £250
90th Percentile £588 £575 £575
England median daily rate £463 £450 £425
% change year-on-year +2.78% +5.88% +4.29%
Number of hourly rates quoted 224 261 306
East of England median hourly rate £19.00 £34.50 £27.44
Median hourly rate % change year-on-year -44.93% +25.73% +9.76%
10th Percentile £11.41 £13.00 £12.95
90th Percentile £47.43 £47.75 £50.78
England median hourly rate £22.50 £25.00 £23.50
% change year-on-year -10.00% +6.38% +11.90%

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 23 April 2018.

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 23 April 2018.

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 23 April 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
Hertfordshire +7 114 £400 -11.11% 17
Bedfordshire -1 68 £450 +11.11% 5
Cambridgeshire -11 43 £425 +6.25% 10
Essex -11 31 £448 +11.88% 3
Suffolk -6 20 £401 +24.42% 1
Norfolk -17 17 £513 +13.89% 4
East Anglia -2 6 - -
Migration
England

For the 6 months to 23 April 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 East of England region with a requirement for Migration.

1 98 (32.89%) Data Migration
2 60 (20.13%) Windows
3 54 (18.12%) Oracle
4 52 (17.45%) Microsoft
5 49 (16.44%) SQL
6 45 (15.10%) Finance
7 42 (14.09%) Retail
8 39 (13.09%) SAP
9 34 (11.41%) SQL Server
9 34 (11.41%) Data Modelling
10 33 (11.07%) Agile Software Development
10 33 (11.07%) Microsoft Azure
11 26 (8.72%) Security Cleared
11 26 (8.72%) Data Centre
12 25 (8.39%) ETL
13 24 (8.05%) Oracle Database
14 23 (7.72%) Data Warehouse
14 23 (7.72%) E-Commerce
14 23 (7.72%) Active Directory
15 22 (7.38%) Project Management
15 22 (7.38%) Problem-Solving
16 21 (7.05%) Stakeholder Management
16 21 (7.05%) Cisco
16 21 (7.05%) SC Cleared
16 21 (7.05%) Data Analysis
17 20 (6.71%) Time Management
18 19 (6.38%) Amazon AWS
18 19 (6.38%) Business Intelligence
19 18 (6.04%) Cisco Certification
19 18 (6.04%) Microsoft Excel

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 (3.02%) SharePoint
2 6 (2.01%) WebSphere
3 5 (1.68%) IIS
4 4 (1.34%) Confluence
5 3 (1.01%) Apache Solr
5 3 (1.01%) Apache Spark
5 3 (1.01%) Commerce Server
5 3 (1.01%) SAS
5 3 (1.01%) SharePoint 2010
5 3 (1.01%) WebSphere Application Server
6 2 (0.67%) Apache
6 2 (0.67%) Drupal
6 2 (0.67%) Exchange Server 2010
6 2 (0.67%) Exchange Server 2013
6 2 (0.67%) MS Exchange
6 2 (0.67%) Skype for Business
6 2 (0.67%) Tomcat
7 1 (0.34%) Oracle 10gAS
7 1 (0.34%) SharePoint Server
7 1 (0.34%) TPMS
Applications
1 18 (6.04%) Microsoft Excel
2 15 (5.03%) MS Visio
3 5 (1.68%) Microsoft Office
3 5 (1.68%) Spreadsheet
4 1 (0.34%) Microsoft PowerPoint
Business Applications
1 4 (1.34%) Dynamics AX
2 2 (0.67%) JDE EnterpriseOne
2 2 (0.67%) Oracle EBS
2 2 (0.67%) Oracle Procure-to-Pay
2 2 (0.67%) Raiser's Edge
2 2 (0.67%) Remedy AR System
2 2 (0.67%) Remedy ITSM
2 2 (0.67%) ResourceLink
2 2 (0.67%) SAP CO
2 2 (0.67%) SAP FI
2 2 (0.67%) SAP FI/CO
3 1 (0.34%) Infor SunSystems
3 1 (0.34%) Oracle Applications
3 1 (0.34%) Oracle Assets
3 1 (0.34%) Oracle Financials
3 1 (0.34%) Oracle Retail
3 1 (0.34%) Oracle SCM
3 1 (0.34%) PeopleSoft HCM
3 1 (0.34%) SAP SD
3 1 (0.34%) Unit4 Business World
Cloud Services
1 33 (11.07%) Microsoft Azure
2 19 (6.38%) Amazon AWS
3 18 (6.04%) Office 365
4 7 (2.35%) SaaS
5 4 (1.34%) Dynamics 365
6 3 (1.01%) Azure Data Factory
6 3 (1.01%) Azure Machine Learning
6 3 (1.01%) Data Lake Analytics
6 3 (1.01%) Veeva
7 2 (0.67%) Amazon EC2
7 2 (0.67%) Azure Active Directory
7 2 (0.67%) IaaS
7 2 (0.67%) SuccessFactors
7 2 (0.67%) Virtual Private Cloud
8 1 (0.34%) Amazon S3
8 1 (0.34%) AWS CloudFormation
8 1 (0.34%) Cloud Computing
8 1 (0.34%) Force.com
8 1 (0.34%) OneDrive
8 1 (0.34%) Route 53
Communications & Networking
1 18 (6.04%) Firewall
2 15 (5.03%) LAN
3 12 (4.03%) WAN
4 11 (3.69%) VLAN
5 7 (2.35%) F5 BIG-IP LTM
5 7 (2.35%) SAN
6 5 (1.68%) DHCP
6 5 (1.68%) DNS
6 5 (1.68%) VPN
7 4 (1.34%) FTP
8 3 (1.01%) Cisco ASA
8 3 (1.01%) Cisco Nexus
8 3 (1.01%) F5 BIG-IP GTM
8 3 (1.01%) HTTP
8 3 (1.01%) NAS
8 3 (1.01%) Network Security
8 3 (1.01%) SSL
9 2 (0.67%) Junos
9 2 (0.67%) Kerberos
9 2 (0.67%) Skype
Database & Business Intelligence
1 34 (11.41%) SQL Server
2 24 (8.05%) Oracle Database
3 23 (7.72%) Data Warehouse
4 16 (5.37%) SQL Server Integration Services
5 12 (4.03%) MySQL
6 10 (3.36%) SQL Server Reporting Services
7 9 (3.02%) DB2
7 9 (3.02%) Power BI
7 9 (3.02%) SQL Server Analysis Services
8 8 (2.68%) PostgreSQL
9 7 (2.35%) Azure SQL Data Warehouse
9 7 (2.35%) MS Access
9 7 (2.35%) SQL Server 2008
10 6 (2.01%) Oracle Database 10g
10 6 (2.01%) SAP HANA
11 5 (1.68%) IBM InfoSphere
11 5 (1.68%) MongoDB
11 5 (1.68%) NoSQL
11 5 (1.68%) SAP Data Services
12 4 (1.34%) Relational Database
Development Applications
1 14 (4.70%) JIRA
2 6 (2.01%) Git (software)
3 4 (1.34%) PowerDesigner
3 4 (1.34%) Visual Studio
4 3 (1.01%) Atlassian Bamboo
4 3 (1.01%) Zephyr
5 2 (0.67%) Subversion
6 1 (0.34%) CA Gen
6 1 (0.34%) Cucumber
6 1 (0.34%) ER Studio
6 1 (0.34%) ERwin
6 1 (0.34%) Grunt
6 1 (0.34%) gulp
6 1 (0.34%) Jenkins
6 1 (0.34%) MSTest
6 1 (0.34%) NUnit
6 1 (0.34%) PhpStorm
6 1 (0.34%) RSpec
6 1 (0.34%) Selenium
6 1 (0.34%) Toad
General
1 45 (15.10%) Finance
2 42 (14.09%) Retail
3 7 (2.35%) Manufacturing
4 4 (1.34%) Pharmaceutical
5 3 (1.01%) Billing
5 3 (1.01%) Financial Institution
6 2 (0.67%) Back Office
6 2 (0.67%) Banking
6 2 (0.67%) Legal
6 2 (0.67%) Telecoms
7 1 (0.34%) Marketing
7 1 (0.34%) Military
Job Titles
1 48 (16.11%) Analyst
2 47 (15.77%) Architect
3 31 (10.40%) Project Manager
4 30 (10.07%) Developer
5 28 (9.40%) Consultant
6 24 (8.05%) Business Analyst
6 24 (8.05%) Solutions Architect
7 17 (5.70%) Data Analyst
7 17 (5.70%) Support Engineer
8 16 (5.37%) Administrator
9 15 (5.03%) Migration Analyst
10 13 (4.36%) Data Migration Analyst
11 12 (4.03%) Infrastructure Architect
11 12 (4.03%) Network Engineer
12 10 (3.36%) Desktop Support
12 10 (3.36%) Migration Specialist
13 9 (3.02%) Data Migration Specialist
13 9 (3.02%) Desktop Engineer
13 9 (3.02%) Migration Consultant
13 9 (3.02%) Migration Manager
Libraries, Frameworks & Software Standards
1 14 (4.70%) Middleware
2 11 (3.69%) SAP PI
2 11 (3.69%) XML
3 10 (3.36%) REST
4 9 (3.02%) .NET
5 8 (2.68%) SOAP
5 8 (2.68%) Web Services
5 8 (2.68%) XML Schema
6 7 (2.35%) JMS
7 6 (2.01%) HTML
8 5 (1.68%) CSS
8 5 (1.68%) J2EE
8 5 (1.68%) Oracle Fusion
9 4 (1.34%) ODBC
9 4 (1.34%) XSD
10 3 (1.01%) Java EE
10 3 (1.01%) Visualforce
10 3 (1.01%) XHTML
11 2 (0.67%) Ajax
11 2 (0.67%) XML Messaging
Miscellaneous
1 26 (8.72%) Data Centre
2 13 (4.36%) Clustering
3 9 (3.02%) Analytical Skills
3 9 (3.02%) Management Information System
4 8 (2.68%) Data Structures
5 7 (2.35%) NHS
5 7 (2.35%) Self-Motivation
6 5 (1.68%) Client/Server
6 5 (1.68%) Greenfield Project
6 5 (1.68%) Private Cloud
7 4 (1.34%) Life Science
7 4 (1.34%) N-Tier
7 4 (1.34%) Public Cloud
7 4 (1.34%) Reference Data
8 3 (1.01%) Hybrid Cloud
8 3 (1.01%) Mainframe
8 3 (1.01%) Replication
9 2 (0.67%) FMCG
9 2 (0.67%) iPad
9 2 (0.67%) Taxonomies
Operating Systems
1 60 (20.13%) Windows
2 17 (5.70%) Windows Server
3 16 (5.37%) Linux
4 14 (4.70%) Windows 10
5 13 (4.36%) Windows XP
6 12 (4.03%) Unix
7 9 (3.02%) AIX
8 8 (2.68%) Windows 7
9 7 (2.35%) Windows Server 2012
10 4 (1.34%) Red Hat Enterprise Linux
11 2 (0.67%) Windows Server 2008
12 1 (0.34%) Solaris
12 1 (0.34%) SUSE
12 1 (0.34%) VME
12 1 (0.34%) Windows 8
12 1 (0.34%) Windows Server 2003
Processes & Methodologies
1 98 (32.89%) Data Migration
2 34 (11.41%) Data Modelling
3 33 (11.07%) Agile Software Development
4 25 (8.39%) ETL
5 23 (7.72%) E-Commerce
6 22 (7.38%) Problem-Solving
6 22 (7.38%) Project Management
7 21 (7.05%) Data Analysis
7 21 (7.05%) Stakeholder Management
8 20 (6.71%) Time Management
9 19 (6.38%) Business Intelligence
10 18 (6.04%) Business Analysis
11 17 (5.70%) User Acceptance Testing
12 16 (5.37%) Scrum
12 16 (5.37%) Validation
13 15 (5.03%) TOGAF
14 14 (4.70%) Data Mapping
14 14 (4.70%) Enterprise Architecture
14 14 (4.70%) UML
14 14 (4.70%) User Stories
Programming Languages
1 49 (16.44%) SQL
2 13 (4.36%) Java
2 13 (4.36%) Python
3 8 (2.68%) JavaScript
4 7 (2.35%) Perl
4 7 (2.35%) PowerShell
5 6 (2.01%) PHP
5 6 (2.01%) T-SQL
6 5 (1.68%) C#
6 5 (1.68%) Ruby
7 3 (1.01%) Apex Code
7 3 (1.01%) U-SQL
8 2 (0.67%) Shell Script
8 2 (0.67%) VB.NET
8 2 (0.67%) VBScript
9 1 (0.34%) C
9 1 (0.34%) COBOL
9 1 (0.34%) MATLAB
9 1 (0.34%) PL/SQL
9 1 (0.34%) SAS Macro
Qualifications
1 26 (8.72%) Security Cleared
2 21 (7.05%) SC Cleared
3 18 (6.04%) Cisco Certification
4 9 (3.02%) CCNP
4 9 (3.02%) Microsoft Certification
5 8 (2.68%) CCNA
6 4 (1.34%) DV Cleared
7 3 (1.01%) Degree
7 3 (1.01%) ISTQB
7 3 (1.01%) ISTQB Foundation Certification
7 3 (1.01%) MCSE
8 2 (0.67%) AWS Certification
8 2 (0.67%) CCIE
9 1 (0.34%) BPSS Clearance
9 1 (0.34%) Check Point Certification
9 1 (0.34%) PMI Certification
9 1 (0.34%) PRINCE2 Certification
Quality Assurance & Compliance
1 9 (3.02%) Data Quality
2 6 (2.01%) GDPR
3 5 (1.68%) PMO
4 3 (1.01%) QA
5 2 (0.67%) SLA
6 1 (0.34%) P3O
System Software
1 23 (7.72%) Active Directory
2 8 (2.68%) VMware Infrastructure
3 3 (1.01%) Docker
3 3 (1.01%) Hyper-V
4 2 (0.67%) vSphere
5 1 (0.34%) Virtual Machines
5 1 (0.34%) XenApp
5 1 (0.34%) XenServer
Systems Management
1 11 (3.69%) Control-M
2 8 (2.68%) Microsoft Clustering
3 7 (2.35%) SCCM
4 5 (1.68%) Oracle RMAN
5 3 (1.01%) Rancher
6 2 (0.67%) Terraform
6 2 (0.67%) Tivoli Storage Manager
7 1 (0.34%) Ansible
7 1 (0.34%) Failover Clustering
7 1 (0.34%) McAfee ePO
7 1 (0.34%) Microsoft Intune
7 1 (0.34%) Opscode Chef
7 1 (0.34%) Packer
7 1 (0.34%) Puppet
Vendors
1 54 (18.12%) Oracle
2 52 (17.45%) Microsoft
3 39 (13.09%) SAP
4 21 (7.05%) Cisco
5 14 (4.70%) IBM
6 13 (4.36%) VMware
7 12 (4.03%) Juniper
8 11 (3.69%) 3PAR
9 10 (3.36%) Citrix
10 8 (2.68%) Salesforce.com
11 7 (2.35%) F5
12 5 (1.68%) Teradata
13 4 (1.34%) CheckPoint
13 4 (1.34%) HP
14 3 (1.01%) Apple
14 3 (1.01%) Google
14 3 (1.01%) Informatica
14 3 (1.01%) JD Edwards
14 3 (1.01%) Red Hat
15 2 (0.67%) Northgate