Period
to 21 August 2018

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 21 August 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.

Data Migration
England > South East
6 months to
21 Aug 2018
Same period 2017 Same period 2016
Rank 120 133 111
Rank change year-on-year +13 -22 -2
Contract jobs citing Data Migration 361 295 387
As % of all contract IT jobs advertised in the South East 2.18% 1.85% 2.13%
As % of the Processes & Methodologies category 2.55% 2.20% 2.55%
Number of daily rates quoted 238 187 241
South East median daily rate £425 £450 £400
Median daily rate % change year-on-year -5.56% +12.50% +6.67%
10th Percentile £313 £300 £306
90th Percentile £575 £584 £538
England median daily rate £450 £450 £425
% change year-on-year - +5.88% +6.25%
Number of hourly rates quoted 4 7 6
South East median hourly rate £44.75 £18.70 £17.88
Median hourly rate % change year-on-year +139.30% +4.62% +37.50%
10th Percentile £37.18 £13.00 £10.34
90th Percentile £54.28 £45.10 £111.38
England median hourly rate £18.70 £17.50 £15.25
% change year-on-year +6.86% +14.75% -

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 14,182 13,429 15,180
As % of all contract IT jobs advertised in the South East 85.60% 84.19% 83.63%
Number of daily rates quoted 8,446 7,803 9,311
South East median daily rate £430 £415 £400
Median daily rate % change year-on-year +3.61% +3.75% +5.26%
10th Percentile £275 £263 £256
90th Percentile £588 £570 £550
England median daily rate £463 £450 £425
% change year-on-year +2.78% +5.88% +3.66%
Number of hourly rates quoted 498 486 563
South East median hourly rate £24.50 £20.00 £22.50
Median hourly rate % change year-on-year +22.50% -11.11% -
10th Percentile £11.17 £11.25 £12.00
90th Percentile £51.00 £50.00 £49.49
England median hourly rate £21.33 £24.00 £23.50
% change year-on-year -11.15% +2.13% +9.05%

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 21 August 2018.

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 21 August 2018.

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 21 August 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
Thames Valley -12 142 £425 -8.11% 11
Hampshire +32 89 £388 -17.55% 7
Berkshire -20 88 £444 -1.39% 9
Surrey +9 79 £425 -10.53% 5
Oxfordshire +14 38 £400 -16.88% 1
West Sussex -17 29 £420 - 2
Buckinghamshire -3 16 £425 -15.00% 1
Kent +4 5 £178 -13.41%
Sussex +2 3 £475 +54.47%
East Sussex +1 3 £450 -21.74% 2
Middlesex +3 2 - -
Data Migration
England

For the 6 months to 21 August 2018, IT contractor jobs citing Data 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 South East region with a requirement for Data Migration.

1 361 (100.00%) Migration
2 97 (26.87%) SAP
3 89 (24.65%) SQL
4 72 (19.94%) ETL
5 68 (18.84%) Oracle
6 56 (15.51%) Finance
7 53 (14.68%) SQL Server
7 53 (14.68%) Microsoft
8 48 (13.30%) Data Modelling
9 46 (12.74%) Agile Software Development
9 46 (12.74%) Data Quality
10 45 (12.47%) Stakeholder Management
11 43 (11.91%) ERP
12 42 (11.63%) Project Management
12 42 (11.63%) Data Management
12 42 (11.63%) Microsoft Azure
13 40 (11.08%) Security Cleared
14 39 (10.80%) Analytical Skills
15 38 (10.53%) Microsoft Excel
16 36 (9.97%) SC Cleared
17 34 (9.42%) Data Cleansing
18 32 (8.86%) T-SQL
19 31 (8.59%) SharePoint
19 31 (8.59%) Data Mapping
20 29 (8.03%) SQL Server Integration Services
21 28 (7.76%) Data Integration
21 28 (7.76%) Analytics
21 28 (7.76%) Data Analysis
22 26 (7.20%) Business Intelligence
22 26 (7.20%) Problem-Solving

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 31 (8.59%) SharePoint
2 15 (4.16%) SharePoint 2013
3 5 (1.39%) CMS
4 4 (1.11%) Confluence
5 3 (0.83%) BizTalk Server
6 2 (0.55%) Apache
6 2 (0.55%) Apache Solr
6 2 (0.55%) Apache Spark
6 2 (0.55%) MS Exchange
7 1 (0.28%) Elasticsearch
7 1 (0.28%) SAS
7 1 (0.28%) SharePoint Server
7 1 (0.28%) Tomcat
Applications
1 38 (10.53%) Microsoft Excel
2 5 (1.39%) Microsoft Project
3 3 (0.83%) Microsoft Office
3 3 (0.83%) Spreadsheet
Business Applications
1 15 (4.16%) SAP S/4HANA
2 12 (3.32%) SAP HR
3 9 (2.49%) Dynamics AX
3 9 (2.49%) Dynamics CRM
3 9 (2.49%) SAP MM
4 8 (2.22%) Oracle EBS
4 8 (2.22%) Oracle EBS R12
4 8 (2.22%) Oracle Payables
4 8 (2.22%) Oracle Receivables
4 8 (2.22%) SAP ERP
5 7 (1.94%) Maximo
5 7 (1.94%) SAP APO
6 5 (1.39%) SAP MDM
7 4 (1.11%) CSG Singleview
7 4 (1.11%) NetSuite
8 3 (0.83%) Oracle Assets
8 3 (0.83%) Oracle Cash Management
8 3 (0.83%) Oracle Procure-to-Pay
8 3 (0.83%) SAP WM
8 3 (0.83%) Scribe Insight
Cloud Services
1 42 (11.63%) Microsoft Azure
2 20 (5.54%) OneDrive
3 19 (5.26%) Office 365
4 12 (3.32%) Dynamics 365
5 10 (2.77%) Amazon AWS
5 10 (2.77%) Azure Data Factory
6 9 (2.49%) Yammer
7 8 (2.22%) Force.com
8 7 (1.94%) SaaS
9 4 (1.11%) Amazon SQS
9 4 (1.11%) Cortana Intelligence Suite
9 4 (1.11%) Salesforce Service Cloud
10 3 (0.83%) PaaS
10 3 (0.83%) SuccessFactors
11 2 (0.55%) Google Cloud Platform
11 2 (0.55%) Oracle Service Cloud
12 1 (0.28%) Cloud Computing
12 1 (0.28%) Scribe Online
12 1 (0.28%) Veeva
Communications & Networking
1 5 (1.39%) SMS
2 4 (1.11%) Firewall
3 2 (0.55%) SAN
4 1 (0.28%) Radio Access Network
4 1 (0.28%) VPN
Database & Business Intelligence
1 53 (14.68%) SQL Server
2 29 (8.03%) SQL Server Integration Services
3 22 (6.09%) Big Data
4 21 (5.82%) Data Warehouse
4 21 (5.82%) SAP Data Services
5 16 (4.43%) Data Lake
5 16 (4.43%) SQL Server Reporting Services
6 15 (4.16%) SQL Server 2012
7 13 (3.60%) Oracle Database
7 13 (3.60%) Relational Database
7 13 (3.60%) SQL Server 2008
8 11 (3.05%) Azure SQL Database
8 11 (3.05%) Oracle Database 12c
8 11 (3.05%) SAP BW
9 9 (2.49%) BusinessObjects
10 8 (2.22%) SQL Server Analysis Services
11 7 (1.94%) NoSQL
11 7 (1.94%) Power BI
11 7 (1.94%) SSDT
12 6 (1.66%) Oracle ODI
Development Applications
1 14 (3.88%) JIRA
2 10 (2.77%) LSMW
3 8 (2.22%) Toad
4 4 (1.11%) Atlassian Bamboo
4 4 (1.11%) Git (software)
4 4 (1.11%) Visual Studio Team System
5 3 (0.83%) Oracle APEX
6 2 (0.55%) ERwin
6 2 (0.55%) HP UFT
6 2 (0.55%) LoadRunner
6 2 (0.55%) Oracle Forms
6 2 (0.55%) Selenium
6 2 (0.55%) Team Foundation Server
6 2 (0.55%) Zephyr
7 1 (0.28%) Visual Studio
General
1 56 (15.51%) Finance
2 16 (4.43%) Retail
3 7 (1.94%) Advertising
3 7 (1.94%) Telecoms
4 6 (1.66%) Billing
4 6 (1.66%) Manufacturing
5 4 (1.11%) Back Office
5 4 (1.11%) Publishing
6 3 (0.83%) Pharmaceutical
7 2 (0.55%) Banking
7 2 (0.55%) Brand Awareness
8 1 (0.28%) Automotive
8 1 (0.28%) Legal
8 1 (0.28%) Marketing
8 1 (0.28%) Retail Banking
Job Titles
1 96 (26.59%) Analyst
2 55 (15.24%) Data Analyst
3 47 (13.02%) Project Manager
4 44 (12.19%) Consultant
5 37 (10.25%) Migration Analyst
6 35 (9.70%) Developer
7 34 (9.42%) Data Migration Analyst
8 28 (7.76%) Architect
8 28 (7.76%) Business Analyst
9 24 (6.65%) Data Consultant
10 23 (6.37%) Data Migration Consultant
10 23 (6.37%) Data Migration Lead
10 23 (6.37%) Migration Consultant
11 21 (5.82%) SAP Consultant
12 17 (4.71%) SQL Developer
13 14 (3.88%) Data Architect
14 13 (3.60%) Data Manager
14 13 (3.60%) SAP Analyst
14 13 (3.60%) Senior Analyst
15 12 (3.32%) SAP Data Consultant
Libraries, Frameworks & Software Standards
1 16 (4.43%) .NET
1 16 (4.43%) Web Services
2 9 (2.49%) EDI
2 9 (2.49%) Visualforce
3 8 (2.22%) ASP.NET
3 8 (2.22%) WCF
3 8 (2.22%) WinForms
4 7 (1.94%) JSON
4 7 (1.94%) Oracle Fusion
4 7 (1.94%) XML
5 6 (1.66%) BAPI
6 5 (1.39%) IDoc
6 5 (1.39%) REST
6 5 (1.39%) XSD
7 4 (1.11%) ASP.NET Web Forms
7 4 (1.11%) CSS
8 3 (0.83%) ASP.NET Web API
8 3 (0.83%) HTML
9 2 (0.55%) ADO.NET
9 2 (0.55%) Kafka
Miscellaneous
1 39 (10.80%) Analytical Skills
2 13 (3.60%) Data Structures
3 12 (3.32%) Reference Data
4 9 (2.49%) Taxonomies
4 9 (2.49%) User Experience
5 8 (2.22%) Computer Science
6 7 (1.94%) Management Information System
6 7 (1.94%) Self-Motivation
7 6 (1.66%) Enterprise Storage
8 5 (1.39%) Data Centre
8 5 (1.39%) Driving Licence
9 4 (1.11%) AS400
9 4 (1.11%) Mobile App
10 3 (0.83%) Enterprise Software
10 3 (0.83%) Virtual Team
10 3 (0.83%) VLE
11 2 (0.55%) Clustering
11 2 (0.55%) Life Science
11 2 (0.55%) Video Conferencing
12 1 (0.28%) FMCG
Operating Systems
1 15 (4.16%) Windows
2 7 (1.94%) Windows Server
3 5 (1.39%) Windows Server 2012
4 4 (1.11%) Unix
4 4 (1.11%) Windows Server 2003
5 3 (0.83%) Windows Server 2008
6 2 (0.55%) Linux
6 2 (0.55%) Windows 10
6 2 (0.55%) Windows 7
7 1 (0.28%) Solaris
Processes & Methodologies
1 361 (100.00%) Migration
2 72 (19.94%) ETL
3 48 (13.30%) Data Modelling
4 46 (12.74%) Agile Software Development
5 45 (12.47%) Stakeholder Management
6 43 (11.91%) ERP
7 42 (11.63%) Data Management
7 42 (11.63%) Project Management
8 34 (9.42%) Data Cleansing
9 31 (8.59%) Data Mapping
10 28 (7.76%) Analytics
10 28 (7.76%) Data Analysis
10 28 (7.76%) Data Integration
11 26 (7.20%) Business Intelligence
11 26 (7.20%) Problem-Solving
12 25 (6.93%) CRM
13 23 (6.37%) Content Management
13 23 (6.37%) User Acceptance Testing
14 22 (6.09%) Business Analysis
15 20 (5.54%) Data Architecture
Programming Languages
1 89 (24.65%) SQL
2 32 (8.86%) T-SQL
3 23 (6.37%) PL/SQL
3 23 (6.37%) PowerShell
4 15 (4.16%) Java
5 13 (3.60%) C#
6 9 (2.49%) Apex Code
6 9 (2.49%) VB
7 7 (1.94%) VBA
8 5 (1.39%) Python
8 5 (1.39%) R
9 4 (1.11%) ABAP
9 4 (1.11%) JavaScript
10 3 (0.83%) MATLAB
11 2 (0.55%) F#
11 2 (0.55%) Scala
11 2 (0.55%) Shell Script
11 2 (0.55%) VBScript
12 1 (0.28%) VB.NET
12 1 (0.28%) VB6
Qualifications
1 40 (11.08%) Security Cleared
2 36 (9.97%) SC Cleared
3 22 (6.09%) Degree
4 7 (1.94%) Microsoft Certification
5 6 (1.66%) Computer Science Degree
6 4 (1.11%) PMP
7 3 (0.83%) PMI Certification
7 3 (0.83%) PRINCE2 Certification
7 3 (0.83%) TOGAF Certification
8 2 (0.55%) CAPM
8 2 (0.55%) CCNP
8 2 (0.55%) Cisco Certification
8 2 (0.55%) CWNA
8 2 (0.55%) DBS Check
8 2 (0.55%) DV Cleared
8 2 (0.55%) ISEB
8 2 (0.55%) JNCIP
9 1 (0.28%) ISTQB
9 1 (0.28%) MCSE
9 1 (0.28%) Oracle Certification
Quality Assurance & Compliance
1 46 (12.74%) Data Quality
2 10 (2.77%) GDPR
2 10 (2.77%) QA
3 9 (2.49%) PMO
4 2 (0.55%) Government Security Classifications
5 1 (0.28%) P3O
System Software
1 24 (6.65%) Active Directory
2 3 (0.83%) Hyper-V
3 1 (0.28%) BitLocker
3 1 (0.28%) Oracle RAC
3 1 (0.28%) Virtual Machines
Systems Management
1 5 (1.39%) HP ALM
2 4 (1.11%) SCCM
3 3 (0.83%) Opscode Chef
3 3 (0.83%) Puppet
3 3 (0.83%) Single Sign-On
4 2 (0.55%) Systems Management Server (SMS)
4 2 (0.55%) Terraform
5 1 (0.28%) Data Guard
5 1 (0.28%) Failover Clustering
5 1 (0.28%) Oracle RMAN
5 1 (0.28%) SCVMM
Vendors
1 97 (26.87%) SAP
2 68 (18.84%) Oracle
3 53 (14.68%) Microsoft
4 17 (4.71%) Workday
5 13 (3.60%) Salesforce.com
6 7 (1.94%) JD Edwards
7 6 (1.66%) Ariba
7 6 (1.66%) Cloudera
7 6 (1.66%) EMC
7 6 (1.66%) HP
8 4 (1.11%) ESRI
8 4 (1.11%) Google
8 4 (1.11%) Informatica
8 4 (1.11%) Talend
8 4 (1.11%) VMware
9 3 (0.83%) Isilon
9 3 (0.83%) NetApp
9 3 (0.83%) Varonis
10 2 (0.55%) Citrix
10 2 (0.55%) Databricks