Period
to 22 November 2017

The following table provides summary statistics for contract job vacancies advertised in the South East with a requirement for Data Migration skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Migration over the 6 months to 22 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.

Data Migration
England > South East
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 106 113 107
Rank change year-on-year +7 -6 +24
Contract jobs citing Data Migration 354 350 374
As % of all contract IT jobs advertised in the South East 2.10% 2.09% 1.95%
As % of the Processes & Methodologies category 2.54% 2.54% 2.42%
Number of daily rates quoted 240 224 237
South East median daily rate £450 £425 £375
Median daily rate % change year-on-year +5.88% +13.33% -
10th Percentile £310 £313 £226
90th Percentile £600 £567 £510
England median daily rate £450 £450 £400
% change year-on-year - +12.50% -3.09%
Number of hourly rates quoted 7 4 8
South East median hourly rate £20.00 £56.00 £13.75
Median hourly rate % change year-on-year -64.29% +307.27% -63.33%
10th Percentile £17.49 £9.28 £13.00
90th Percentile £54.40 £116.33 £21.06
England median hourly rate £17.50 £15.25 £15.25
% change year-on-year +14.75% - -12.86%

Data 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 South East with a requirement for process or methodology skills.

All Process and Methodology Skills
South East
Contract vacancies with a requirement for process or methodology skills 13929 13803 15455
As % of all contract IT jobs advertised in the South East 82.71% 82.56% 80.70%
Number of daily rates quoted 8358 8333 9223
South East median daily rate £425 £400 £393
Median daily rate % change year-on-year +6.25% +1.91% +4.67%
10th Percentile £263 £250 £256
90th Percentile £575 £563 £538
England median daily rate £450 £425 £423
% change year-on-year +5.88% +0.47% +5.75%
Number of hourly rates quoted 463 548 603
South East median hourly rate £23.00 £27.00 £26.60
Median hourly rate % change year-on-year -14.81% +1.50% +52.00%
10th Percentile £11.25 £11.82 £12.00
90th Percentile £50.00 £52.25 £48.75
England median hourly rate £24.00 £24.43 £22.50
% change year-on-year -1.76% +8.58% +18.42%

Data Migration
Job Vacancy Trend in the South East

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

Job vacancy trend for Data Migration in the South East

Data Migration
Contractor Daily Rate Trend in the South East

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

Contractor daily rate trend for Data Migration in the South East

Data Migration
Contractor Daily Rate Histogram in the South East

The daily rate distribution of IT jobs citing Data Migration in the South East over the 6 months to 22 November 2017.

Contractor daily rate histogram for Data Migration in the South East

Data Migration
Contractor Hourly Rate Trend in the South East

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

Contractor hourly rate trend for Data Migration in the South East

Data Migration
Contractor Hourly Rate Histogram in the South East

The hourly rate distribution of IT jobs citing Data Migration in the South East over the 6 months to 22 November 2017.

Contractor hourly rate histogram for Data Migration in the South East

Data Migration
Contract Job Locations in the South East

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Migration within the South East region over the 6 months to 22 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
Thames Valley -40 146 £450 +3.75% 9
Berkshire +5 103 £450 +1.35% 1
Surrey -4 69 £475 -9.52% 3
West Sussex +23 53 £394 -7.35% 3
Hampshire +24 52 £423 +14.19% 7
Buckinghamshire -39 23 £428 +3.64%
Oxfordshire -24 20 £525 +31.25% 8
Kent -16 6 £325 -16.13% 2
East Sussex -2 5 £330 +1.54% 3
Sussex - 3 £250 -
Middlesex +4 2 £431 +18.97%
M4 Corridor -2 1 - -
Data Migration
England

For the 6 months to 22 November 2017, IT contractor jobs citing Data 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 South East region with a requirement for Data Migration.

1 354 (100.00%) Migration
2 102 (28.81%) SQL
3 87 (24.58%) Oracle
4 83 (23.45%) Finance
5 79 (22.32%) SAP
6 70 (19.77%) ETL
7 55 (15.54%) Stakeholder Management
8 51 (14.41%) Microsoft
9 44 (12.43%) ERP
9 44 (12.43%) Data Analysis
10 42 (11.86%) Data Modelling
11 39 (11.02%) SQL Server
12 36 (10.17%) User Acceptance Testing
13 33 (9.32%) CRM
13 33 (9.32%) Analytical Skills
14 31 (8.76%) Agile Software Development
14 31 (8.76%) Asset Management
15 29 (8.19%) Maximo
16 28 (7.91%) Data Cleansing
16 28 (7.91%) Data Quality
17 26 (7.34%) .NET
17 26 (7.34%) Project Management
18 25 (7.06%) Documentum
18 25 (7.06%) Data Mapping
18 25 (7.06%) Test Automation
19 24 (6.78%) Java
20 23 (6.50%) Data Warehouse
20 23 (6.50%) Content Management
21 22 (6.21%) Validation
21 22 (6.21%) Data Structures

Data Migration
Co-occurring IT Skills in the South East 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 25 (7.06%) Documentum
2 18 (5.08%) CMS
3 13 (3.67%) SharePoint
4 10 (2.82%) Oracle SOA Suite
5 6 (1.69%) BizTalk Server
6 4 (1.13%) Confluence
7 3 (0.85%) Drupal
7 3 (0.85%) WordPress
8 2 (0.56%) Apache Spark
8 2 (0.56%) SAS
8 2 (0.56%) SharePoint 2013
9 1 (0.28%) Exchange Server 2010
9 1 (0.28%) MS Exchange
9 1 (0.28%) NetWeaver
9 1 (0.28%) Oracle Coherence
9 1 (0.28%) SharePoint 2010
9 1 (0.28%) SharePoint Server
9 1 (0.28%) Sitecore CMS
9 1 (0.28%) Skype for Business
Applications
1 20 (5.65%) Microsoft Excel
2 17 (4.80%) Microsoft Office
3 9 (2.54%) MS Visio
4 8 (2.26%) Microsoft Project
4 8 (2.26%) Spreadsheet
Business Applications
1 29 (8.19%) Maximo
2 15 (4.24%) SAP MM
3 12 (3.39%) Dynamics CRM
4 9 (2.54%) SAP CRM
5 8 (2.26%) Oracle EBS R12
5 8 (2.26%) SAP CO
5 8 (2.26%) SAP FI
5 8 (2.26%) SAP FI/CO
6 7 (1.98%) Oracle Receivables
6 7 (1.98%) SAP APO
7 6 (1.69%) Oracle Applications
7 6 (1.69%) Oracle TCA
7 6 (1.69%) SAP ERP
7 6 (1.69%) SAP MDM
7 6 (1.69%) SAP Oil and Gas
8 5 (1.41%) NetSuite
8 5 (1.41%) Oracle EBS
8 5 (1.41%) Temenos T24
9 4 (1.13%) Lawson
10 3 (0.85%) Oracle FAH
Cloud Services
1 16 (4.52%) Amazon AWS
2 14 (3.95%) Microsoft Azure
3 9 (2.54%) SaaS
4 7 (1.98%) Dynamics 365
5 6 (1.69%) Office 365
5 6 (1.69%) SuccessFactors
6 4 (1.13%) Salesforce Sales Cloud
6 4 (1.13%) Salesforce Service Cloud
7 3 (0.85%) OneDrive
7 3 (0.85%) Slack
8 2 (0.56%) Boomi
8 2 (0.56%) GitHub
9 1 (0.28%) Force.com
9 1 (0.28%) Taleo
9 1 (0.28%) Yammer
Communications & Networking
1 2 (0.56%) SAN
1 2 (0.56%) SMS
2 1 (0.28%) Firewall
2 1 (0.28%) Internet
2 1 (0.28%) Radio Access Network
2 1 (0.28%) Skype
2 1 (0.28%) TCP/IP
2 1 (0.28%) VSAN
Database & Business Intelligence
1 39 (11.02%) SQL Server
2 23 (6.50%) Data Warehouse
3 20 (5.65%) SQL Server Integration Services
4 16 (4.52%) SAP Data Services
5 13 (3.67%) Oracle Reports
6 12 (3.39%) BusinessObjects
7 9 (2.54%) DB2
8 7 (1.98%) SQL Server 2008
9 6 (1.69%) SQL Server Reporting Services
10 5 (1.41%) Big Data
10 5 (1.41%) IDOL
10 5 (1.41%) SAP BW
10 5 (1.41%) SQL Server 2012
11 4 (1.13%) Hadoop
11 4 (1.13%) MySQL
11 4 (1.13%) Oracle Database
11 4 (1.13%) Relational Database
12 3 (0.85%) Amazon RDS
12 3 (0.85%) EDRMS
13 2 (0.56%) DataStage
Development Applications
1 15 (4.24%) JIRA
2 13 (3.67%) LSMW
3 10 (2.82%) Git (software)
4 9 (2.54%) Team Foundation Server
4 9 (2.54%) Visual Studio
5 7 (1.98%) Eclipse
6 5 (1.41%) Talend Open Studio
7 3 (0.85%) Ant
7 3 (0.85%) Oracle Forms
7 3 (0.85%) Subversion
8 2 (0.56%) Selenium
8 2 (0.56%) SQL Server Management Studio (SSMS)
8 2 (0.56%) VSS/SourceSafe
9 1 (0.28%) CruiseControl
9 1 (0.28%) Cucumber
9 1 (0.28%) Jenkins
9 1 (0.28%) Maven
9 1 (0.28%) SoapUI
9 1 (0.28%) TeamCity
9 1 (0.28%) XMLSpy
General
1 83 (23.45%) Finance
2 14 (3.95%) Retail
3 11 (3.11%) Legal
3 11 (3.11%) Marketing
4 6 (1.69%) Billing
4 6 (1.69%) Pharmaceutical
5 5 (1.41%) Back Office
5 5 (1.41%) Publishing
6 4 (1.13%) Advertising
6 4 (1.13%) Banking
7 3 (0.85%) General Ledger
7 3 (0.85%) Local Government
7 3 (0.85%) Telecoms
8 2 (0.56%) Manufacturing
9 1 (0.28%) Electronics
9 1 (0.28%) Front Office
Job Titles
1 100 (28.25%) Analyst
2 51 (14.41%) Consultant
3 47 (13.28%) Architect
4 45 (12.71%) Developer
5 42 (11.86%) Data Analyst
5 42 (11.86%) Project Manager
6 23 (6.50%) Business Analyst
7 20 (5.65%) Data Migration Lead
8 18 (5.08%) Data Architect
8 18 (5.08%) Migration Analyst
8 18 (5.08%) Oracle Consultant
9 17 (4.80%) Data Migration Analyst
9 17 (4.80%) Migration Manager
10 16 (4.52%) Test Analyst
11 14 (3.95%) Data Migration Manager
11 14 (3.95%) Migration Project Manager
12 13 (3.67%) Data Migration Specialist
12 13 (3.67%) Migration Specialist
12 13 (3.67%) Solutions Architect
13 12 (3.39%) Migration Consultant
Libraries, Frameworks & Software Standards
1 26 (7.34%) .NET
2 20 (5.65%) XML
3 18 (5.08%) HTML
4 12 (3.39%) CSS
5 11 (3.11%) REST
5 11 (3.11%) Web Services
6 10 (2.82%) HTML5
7 9 (2.54%) CSS3
7 9 (2.54%) LESS
7 9 (2.54%) Sass
7 9 (2.54%) SOAP
8 8 (2.26%) Oracle Fusion
9 6 (1.69%) JSP
9 6 (1.69%) Visualforce
10 5 (1.41%) JSON
10 5 (1.41%) Servlets
10 5 (1.41%) Spring
11 4 (1.13%) BAPI
12 3 (0.85%) ActiveMQ
12 3 (0.85%) EDI
Miscellaneous
1 33 (9.32%) Analytical Skills
2 22 (6.21%) Data Structures
3 18 (5.08%) Management Information System
4 8 (2.26%) Data Centre
5 7 (1.98%) Reference Data
5 7 (1.98%) Virtual Team
6 6 (1.69%) Algorithms
6 6 (1.69%) AS400
7 3 (0.85%) Enterprise Software
7 3 (0.85%) Learning Management System
7 3 (0.85%) User Experience
8 2 (0.56%) Driving Licence
8 2 (0.56%) Greenfield Project
9 1 (0.28%) Data Protection Act
9 1 (0.28%) FMCG
9 1 (0.28%) HACMP
9 1 (0.28%) Mainframe
Operating Systems
1 15 (4.24%) Unix
2 11 (3.11%) Windows
3 4 (1.13%) Linux
4 3 (0.85%) Windows 7
4 3 (0.85%) Windows 8
4 3 (0.85%) Windows XP
5 2 (0.56%) Windows 10
6 1 (0.28%) AIX
6 1 (0.28%) Solaris
6 1 (0.28%) VMS
Processes & Methodologies
1 354 (100.00%) Migration
2 70 (19.77%) ETL
3 55 (15.54%) Stakeholder Management
4 44 (12.43%) Data Analysis
4 44 (12.43%) ERP
5 42 (11.86%) Data Modelling
6 36 (10.17%) User Acceptance Testing
7 33 (9.32%) CRM
8 31 (8.76%) Agile Software Development
8 31 (8.76%) Asset Management
9 28 (7.91%) Data Cleansing
10 26 (7.34%) Project Management
11 25 (7.06%) Data Mapping
11 25 (7.06%) Test Automation
12 23 (6.50%) Content Management
13 22 (6.21%) Validation
14 20 (5.65%) Change Management
14 20 (5.65%) Test Scripting
15 18 (5.08%) Business Analysis
15 18 (5.08%) Business Intelligence
Programming Languages
1 102 (28.81%) SQL
2 24 (6.78%) Java
3 15 (4.24%) T-SQL
4 14 (3.95%) Python
5 12 (3.39%) C#
5 12 (3.39%) JavaScript
6 6 (1.69%) Apex Code
7 5 (1.41%) PowerShell
8 4 (1.13%) PL/SQL
8 4 (1.13%) VBA
9 3 (0.85%) PHP
10 2 (0.56%) Perl
11 1 (0.28%) ABAP
11 1 (0.28%) Data Analysis Expressions (DAX)
11 1 (0.28%) R
11 1 (0.28%) Scala
11 1 (0.28%) Shell Script
11 1 (0.28%) VB
11 1 (0.28%) VB.NET
11 1 (0.28%) VBScript
Qualifications
1 19 (5.37%) Degree
2 11 (3.11%) SC Cleared
2 11 (3.11%) Security Cleared
3 8 (2.26%) ISTQB
3 8 (2.26%) PRINCE2 Certification
4 7 (1.98%) ISEB
4 7 (1.98%) ISTQB Foundation Certification
4 7 (1.98%) PMI Certification
4 7 (1.98%) PMP
5 1 (0.28%) ACCA
5 1 (0.28%) CIMA
5 1 (0.28%) ITIL Certification
5 1 (0.28%) ITIL Foundation Certificate
5 1 (0.28%) Numerate Degree
Quality Assurance & Compliance
1 28 (7.91%) Data Quality
2 11 (3.11%) GDPR
2 11 (3.11%) QA
3 9 (2.54%) Sarbanes-Oxley
4 7 (1.98%) GxP
5 3 (0.85%) PMO
5 3 (0.85%) SLA
6 2 (0.56%) PCI DSS
7 1 (0.28%) IFRS
System Software
1 4 (1.13%) Active Directory
2 3 (0.85%) Docker
3 2 (0.56%) HDFS
4 1 (0.28%) GPFS
4 1 (0.28%) PowerHA
4 1 (0.28%) Virtual Machines
Systems Management
1 6 (1.69%) SCCM
2 5 (1.41%) HP Quality Center
3 3 (0.85%) Opscode Chef
3 3 (0.85%) Puppet
4 1 (0.28%) Ansible
4 1 (0.28%) Systems Management Server (SMS)
Vendors
1 87 (24.58%) Oracle
2 79 (22.32%) SAP
3 51 (14.41%) Microsoft
4 20 (5.65%) Salesforce.com
5 18 (5.08%) HP
6 16 (4.52%) IBM
7 15 (4.24%) Workday
8 11 (3.11%) OpenText
8 11 (3.11%) Siebel
9 9 (2.54%) JDA
10 7 (1.98%) Sage
11 6 (1.69%) Callidus
11 6 (1.69%) Cisco
11 6 (1.69%) Informatica
11 6 (1.69%) Tableau
12 5 (1.41%) Talend
13 4 (1.13%) MobileIron
13 4 (1.13%) MuleSoft
13 4 (1.13%) Pardot
14 3 (0.85%) Dell