Period
to 17 November 2017

The following table provides summary statistics for contract job vacancies advertised in Berkshire 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 17 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
South East > Berkshire
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 67 72 103
Rank change year-on-year +5 +31 +3
Contract jobs citing Data Migration 102 102 74
As % of all contract IT jobs advertised in Berkshire 2.48% 2.36% 1.47%
As % of the Processes & Methodologies category 2.97% 2.91% 1.88%
Number of daily rates quoted 60 61 29
Berkshire median daily rate £450 £450 £400
Median daily rate % change year-on-year - +12.50% -5.88%
10th Percentile £346 £313 £263
90th Percentile £578 £569 £555
South East median daily rate £450 £425 £363
% change year-on-year +5.88% +17.24% -3.33%
Number of hourly rates quoted 2 1 0
Berkshire median hourly rate £54.00 £7.88 -
Median hourly rate % change year-on-year +585.71% - -
South East median hourly rate £20.00 £56.00 £13.75
% change year-on-year -64.29% +307.27% -63.33%

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 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 3439 3508 3941
As % of all contract IT jobs advertised in Berkshire 83.65% 81.20% 78.24%
Number of daily rates quoted 1780 1894 2179
Berkshire median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - +6.67%
10th Percentile £263 £250 £225
90th Percentile £588 £575 £538
South East median daily rate £425 £400 £390
% change year-on-year +6.25% +2.56% +4.56%
Number of hourly rates quoted 104 133 173
Berkshire median hourly rate £14.50 £17.50 £30.90
Median hourly rate % change year-on-year -17.14% -43.37% +81.02%
10th Percentile £11.25 £11.30 £13.75
90th Percentile £39.05 £45.00 £44.75
South East median hourly rate £23.00 £26.00 £26.00
% change year-on-year -11.54% - +48.57%

Data Migration
Job Vacancy Trend in Berkshire

Job postings citing Data Migration as a percentage of all IT jobs advertised in Berkshire.

Job vacancy trend for Data Migration in Berkshire

Data Migration
Contractor Daily Rate Trend in Berkshire

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

Contractor daily rate trend for Data Migration in Berkshire

Data Migration
Contractor Daily Rate Histogram in Berkshire

The daily rate distribution of IT jobs citing Data Migration in Berkshire over the 6 months to 17 November 2017.

Contractor daily rate histogram for Data Migration in Berkshire

Data Migration
Contractor Hourly Rate Trend in Berkshire

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

Contractor hourly rate trend for Data Migration in Berkshire

Data 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 Data Migration within the Berkshire region over the 6 months to 17 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
Bracknell +18 35 £481 +6.94%
Reading +13 18 £500 +25.00% 1
Maidenhead -12 8 £460 -10.24%
Newbury -1 5 £375 +3.45%
Windsor +4 4 £444 -4.05%
Slough +4 3 £450 +22.03%
Thatcham - 3 £315 -
Data Migration
South East

For the 6 months to 17 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 Berkshire region with a requirement for Data Migration.

1 102 (100.00%) Migration
2 38 (37.25%) SQL
2 38 (37.25%) Oracle
3 31 (30.39%) SAP
4 29 (28.43%) Data Modelling
5 28 (27.45%) ETL
5 28 (27.45%) Stakeholder Management
6 24 (23.53%) Data Analysis
7 21 (20.59%) Data Cleansing
7 21 (20.59%) Data Quality
8 20 (19.61%) SQL Server
9 18 (17.65%) Validation
10 17 (16.67%) Data Warehouse
10 17 (16.67%) Data Structures
11 16 (15.69%) Finance
12 14 (13.73%) Business Analysis
13 13 (12.75%) Data Extraction
13 13 (12.75%) CRM
14 11 (10.78%) Siebel
14 11 (10.78%) ERP
14 11 (10.78%) T-SQL
14 11 (10.78%) SQL Server Integration Services
14 11 (10.78%) Marketing
15 10 (9.80%) Data Mapping
15 10 (9.80%) Demand Forecasting
15 10 (9.80%) SAP Data Services
15 10 (9.80%) Retail
15 10 (9.80%) LSMW
15 10 (9.80%) Business Intelligence
16 9 (8.82%) HP

Data 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 3 (2.94%) Drupal
1 3 (2.94%) SharePoint
1 3 (2.94%) WordPress
2 1 (0.98%) SharePoint 2013
Applications
1 6 (5.88%) Spreadsheet
2 1 (0.98%) MS Visio
Business Applications
1 8 (7.84%) SAP MM
2 7 (6.86%) SAP APO
2 7 (6.86%) SAP CRM
3 6 (5.88%) SAP ERP
3 6 (5.88%) SAP MDM
4 5 (4.90%) Dynamics CRM
4 5 (4.90%) NetSuite
5 4 (3.92%) Maximo
6 1 (0.98%) SAP MDG
6 1 (0.98%) SAP Oil and Gas
6 1 (0.98%) SAP PM
6 1 (0.98%) SAP S/4HANA
Cloud Services
1 5 (4.90%) SuccessFactors
2 4 (3.92%) Salesforce Sales Cloud
2 4 (3.92%) Salesforce Service Cloud
3 3 (2.94%) Amazon AWS
4 2 (1.96%) Microsoft Azure
4 2 (1.96%) SaaS
5 1 (0.98%) Force.com
Database & Business Intelligence
1 20 (19.61%) SQL Server
2 17 (16.67%) Data Warehouse
3 11 (10.78%) SQL Server Integration Services
4 10 (9.80%) SAP Data Services
5 8 (7.84%) DB2
5 8 (7.84%) Oracle Reports
6 7 (6.86%) SQL Server 2008
7 5 (4.90%) SQL Server Reporting Services
8 4 (3.92%) BusinessObjects
9 3 (2.94%) MySQL
9 3 (2.94%) SAP BW
9 3 (2.94%) SQL Server 2012
10 2 (1.96%) IDOL
10 2 (1.96%) Star Schema
11 1 (0.98%) Microsoft Power View
11 1 (0.98%) OLAP
11 1 (0.98%) OLAP Cube
11 1 (0.98%) Power BI
11 1 (0.98%) PowerPivot
11 1 (0.98%) SQL Server Analysis Services
Development Applications
1 10 (9.80%) LSMW
2 3 (2.94%) Git (software)
2 3 (2.94%) JIRA
2 3 (2.94%) Subversion
2 3 (2.94%) Talend Open Studio
2 3 (2.94%) Visual Studio
3 1 (0.98%) VSS/SourceSafe
General
1 16 (15.69%) Finance
2 11 (10.78%) Marketing
3 10 (9.80%) Retail
4 6 (5.88%) Pharmaceutical
5 1 (0.98%) Banking
5 1 (0.98%) Electronics
5 1 (0.98%) Manufacturing
5 1 (0.98%) Telecoms
Job Titles
1 28 (27.45%) Analyst
2 24 (23.53%) Consultant
3 18 (17.65%) Data Analyst
4 14 (13.73%) Developer
5 11 (10.78%) Oracle Consultant
6 10 (9.80%) SAP Consultant
7 9 (8.82%) Architect
7 9 (8.82%) Business Analyst
8 7 (6.86%) Data Consultant
8 7 (6.86%) Data Migration Consultant
8 7 (6.86%) Data Migration Specialist
8 7 (6.86%) Migration Consultant
8 7 (6.86%) Migration Specialist
8 7 (6.86%) Oracle Specialist
8 7 (6.86%) Project Manager
9 6 (5.88%) Data Architect
9 6 (5.88%) SAP Data Consultant
9 6 (5.88%) SAP Data Migration Consultant
9 6 (5.88%) SAP Migration Consultant
10 5 (4.90%) Technical Consultant
Libraries, Frameworks & Software Standards
1 8 (7.84%) XML
2 6 (5.88%) Oracle Fusion
3 5 (4.90%) Web Services
4 4 (3.92%) .NET
4 4 (3.92%) BAPI
4 4 (3.92%) Visualforce
5 3 (2.94%) CSS
5 3 (2.94%) HTML
6 2 (1.96%) REST
6 2 (1.96%) WCF
7 1 (0.98%) MDX
Miscellaneous
1 17 (16.67%) Data Structures
2 8 (7.84%) Analytical Skills
3 7 (6.86%) Virtual Team
4 6 (5.88%) AS400
5 4 (3.92%) Management Information System
6 3 (2.94%) Learning Management System
6 3 (2.94%) User Experience
7 2 (1.96%) Greenfield Project
8 1 (0.98%) Data Protection Act
8 1 (0.98%) FMCG
8 1 (0.98%) Mainframe
8 1 (0.98%) Reference Data
Processes & Methodologies
1 102 (100.00%) Migration
2 29 (28.43%) Data Modelling
3 28 (27.45%) ETL
3 28 (27.45%) Stakeholder Management
4 24 (23.53%) Data Analysis
5 21 (20.59%) Data Cleansing
6 18 (17.65%) Validation
7 14 (13.73%) Business Analysis
8 13 (12.75%) CRM
8 13 (12.75%) Data Extraction
9 11 (10.78%) ERP
10 10 (9.80%) Business Intelligence
10 10 (9.80%) Data Mapping
10 10 (9.80%) Demand Forecasting
11 9 (8.82%) Agile Software Development
11 9 (8.82%) User Acceptance Testing
12 8 (7.84%) Analytics
12 8 (7.84%) GAP Analysis
12 8 (7.84%) Logical Data Model
13 7 (6.86%) Data Conversion
Programming Languages
1 38 (37.25%) SQL
2 11 (10.78%) T-SQL
3 4 (3.92%) Apex Code
4 3 (2.94%) C#
4 3 (2.94%) PHP
5 2 (1.96%) Perl
5 2 (1.96%) PowerShell
6 1 (0.98%) Data Analysis Expressions (DAX)
6 1 (0.98%) JavaScript
6 1 (0.98%) PL/SQL
6 1 (0.98%) VB
6 1 (0.98%) VB.NET
6 1 (0.98%) VBScript
Qualifications
1 4 (3.92%) SC Cleared
1 4 (3.92%) Security Cleared
2 1 (0.98%) ACCA
2 1 (0.98%) CIMA
2 1 (0.98%) Degree
2 1 (0.98%) ITIL Foundation Certificate
2 1 (0.98%) Numerate Degree
Quality Assurance & Compliance
1 21 (20.59%) Data Quality
2 8 (7.84%) GDPR
3 7 (6.86%) GxP
3 7 (6.86%) Sarbanes-Oxley
4 3 (2.94%) SLA
5 2 (1.96%) PMO
5 2 (1.96%) QA
6 1 (0.98%) IFRS
System Software
1 1 (0.98%) Active Directory
1 1 (0.98%) Virtual Machines
Systems Management
1 1 (0.98%) HP Quality Center
1 1 (0.98%) Systems Management Server (SMS)
Vendors
1 38 (37.25%) Oracle
2 31 (30.39%) SAP
3 11 (10.78%) Siebel
4 9 (8.82%) HP
4 9 (8.82%) JDA
4 9 (8.82%) Salesforce.com
5 6 (5.88%) Callidus
5 6 (5.88%) Microsoft
5 6 (5.88%) Tableau
6 5 (4.90%) IBM
7 4 (3.92%) MuleSoft
7 4 (3.92%) Pardot
8 3 (2.94%) Cognos
8 3 (2.94%) Talend
9 2 (1.96%) Ab Initio
9 2 (1.96%) Capita
9 2 (1.96%) Trillium
10 1 (0.98%) Fujitsu
10 1 (0.98%) SendGrid
10 1 (0.98%) Sitecore