Period
to 15 January 2018

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 15 January 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
South East > Berkshire
6 months to
15 Jan 2018
Same period 2017 Same period 2016
Rank 79 72 109
Rank change year-on-year -7 +37 +10
Contract jobs citing Data Migration 94 95 68
As % of all contract IT jobs advertised in Berkshire 2.31% 2.39% 1.38%
As % of the Processes & Methodologies category 2.78% 2.92% 1.74%
Number of daily rates quoted 56 63 36
Berkshire median daily rate £450 £450 £450
10th Percentile £307 £350 £318
90th Percentile £550 £538 £563
South East median daily rate £450 £450 £375
% change year-on-year - +20.00% -3.23%
Number of hourly rates quoted 2 0 0
Berkshire median hourly rate £54.00 - -
South East median hourly rate £20.00 £23.19 £13.75
% change year-on-year -13.76% +68.65% -50.00%

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 3,380 3,256 3,904
As % of all contract IT jobs advertised in Berkshire 82.94% 81.95% 79.38%
Number of daily rates quoted 1,777 1,727 2,140
Berkshire median daily rate £425 £405 £400
Median daily rate % change year-on-year +4.94% +1.25% +3.23%
10th Percentile £270 £250 £231
90th Percentile £588 £575 £538
South East median daily rate £425 £413 £400
% change year-on-year +3.03% +3.13% +6.67%
Number of hourly rates quoted 85 119 170
Berkshire median hourly rate £14.50 £17.50 £25.54
Median hourly rate % change year-on-year -17.14% -31.47% +27.68%
10th Percentile £11.25 £11.25 £11.00
90th Percentile £42.10 £50.00 £47.50
South East median hourly rate £25.00 £23.50 £30.00
% change year-on-year +6.38% -21.67% +62.16%

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 15 January 2018.

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 15 January 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
Bracknell +10 30 £481 +6.94%
Reading 0 17 £485 +10.23% 1
Maidenhead -5 10 £425 -17.07% 6
Slough +3 7 £413 +10.00%
Newbury - 5 £400 -
Windsor -3 3 £450 -2.70%
Thatcham - 3 £315 -
Data Migration
South East

For the 6 months to 15 January 2018, 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 94 (100.00%) Migration
2 40 (42.55%) SQL
3 33 (35.11%) Oracle
4 28 (29.79%) Stakeholder Management
5 23 (24.47%) SAP
5 23 (24.47%) Data Modelling
6 21 (22.34%) ETL
7 18 (19.15%) SQL Server
7 18 (19.15%) Data Analysis
8 17 (18.09%) Data Structures
8 17 (18.09%) Finance
9 16 (17.02%) Data Quality
10 15 (15.96%) Business Analysis
10 15 (15.96%) Data Cleansing
10 15 (15.96%) Business Intelligence
11 13 (13.83%) T-SQL
12 12 (12.77%) Validation
13 11 (11.70%) Retail
14 10 (10.64%) LSMW
14 10 (10.64%) Demand Forecasting
14 10 (10.64%) Data Mapping
14 10 (10.64%) SAP Data Services
15 9 (9.57%) Data Extraction
15 9 (9.57%) SQL Server Reporting Services
15 9 (9.57%) DB2
15 9 (9.57%) CRM
15 9 (9.57%) Data Warehouse
15 9 (9.57%) ERP
15 9 (9.57%) JDA
15 9 (9.57%) Salesforce.com

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 (3.19%) Drupal
1 3 (3.19%) SharePoint
1 3 (3.19%) WordPress
2 2 (2.13%) IIS
3 1 (1.06%) Documentum
Applications
1 6 (6.38%) Spreadsheet
2 1 (1.06%) Microsoft Excel
2 1 (1.06%) Microsoft Office
2 1 (1.06%) MS Visio
Business Applications
1 8 (8.51%) NetSuite
1 8 (8.51%) SAP MM
2 7 (7.45%) SAP APO
3 6 (6.38%) Dynamics CRM
3 6 (6.38%) SAP MDM
4 4 (4.26%) SAP ERP
5 3 (3.19%) Maximo
6 2 (2.13%) SAP CRM
6 2 (2.13%) SAP S/4HANA
7 1 (1.06%) SAP CO
7 1 (1.06%) SAP FI
7 1 (1.06%) SAP FI/CO
7 1 (1.06%) SAP MDG
7 1 (1.06%) SAP Oil and Gas
7 1 (1.06%) SAP PM
7 1 (1.06%) SAP R/3
Cloud Services
1 3 (3.19%) Amazon AWS
2 2 (2.13%) Dynamics 365
2 2 (2.13%) Microsoft Azure
2 2 (2.13%) SuccessFactors
3 1 (1.06%) Salesforce Sales Cloud
3 1 (1.06%) Salesforce Service Cloud
Database & Business Intelligence
1 18 (19.15%) SQL Server
2 10 (10.64%) SAP Data Services
3 9 (9.57%) Data Warehouse
3 9 (9.57%) DB2
3 9 (9.57%) SQL Server Reporting Services
4 8 (8.51%) SQL Server 2008
4 8 (8.51%) SQL Server Integration Services
5 4 (4.26%) BusinessObjects
5 4 (4.26%) Oracle Reports
6 3 (3.19%) MySQL
6 3 (3.19%) SAP BW
6 3 (3.19%) SQL Server 2012
6 3 (3.19%) SQL Server Analysis Services
7 2 (2.13%) Oracle ODI
7 2 (2.13%) Star Schema
8 1 (1.06%) Microsoft Power View
8 1 (1.06%) OLAP
8 1 (1.06%) OLAP Cube
8 1 (1.06%) Power BI
8 1 (1.06%) SQL Server 2014
Development Applications
1 10 (10.64%) LSMW
2 3 (3.19%) Git (software)
2 3 (3.19%) Subversion
2 3 (3.19%) Visual Studio
3 2 (2.13%) Team Foundation Server
4 1 (1.06%) JIRA
4 1 (1.06%) VSS/SourceSafe
General
1 17 (18.09%) Finance
2 11 (11.70%) Retail
3 7 (7.45%) Marketing
3 7 (7.45%) Pharmaceutical
4 3 (3.19%) Telecoms
5 1 (1.06%) Electronics
5 1 (1.06%) Manufacturing
Job Titles
1 30 (31.91%) Analyst
2 21 (22.34%) Consultant
3 17 (18.09%) Data Analyst
4 14 (14.89%) Developer
5 11 (11.70%) Business Analyst
6 9 (9.57%) Data Migration Manager
6 9 (9.57%) Migration Manager
6 9 (9.57%) Oracle Consultant
7 8 (8.51%) SAP Consultant
8 7 (7.45%) Data Modeller
8 7 (7.45%) Migration Consultant
8 7 (7.45%) SQL Developer
8 7 (7.45%) Test Manager
9 6 (6.38%) Data Migration Test Manager
9 6 (6.38%) Oracle Specialist
9 6 (6.38%) Technical Consultant
10 5 (5.32%) Architect
10 5 (5.32%) Project Manager
10 5 (5.32%) SAP Analyst
10 5 (5.32%) SAP Data Analyst
Libraries, Frameworks & Software Standards
1 6 (6.38%) Oracle Fusion
2 5 (5.32%) HTML
3 4 (4.26%) .NET
3 4 (4.26%) BAPI
3 4 (4.26%) Web Services
4 3 (3.19%) CSS
4 3 (3.19%) XML
5 2 (2.13%) jQuery
5 2 (2.13%) REST
5 2 (2.13%) WCF
6 1 (1.06%) MDX
6 1 (1.06%) Visualforce
Miscellaneous
1 17 (18.09%) Data Structures
2 8 (8.51%) Analytical Skills
3 7 (7.45%) Virtual Team
4 6 (6.38%) AS400
5 2 (2.13%) VLE
6 1 (1.06%) FMCG
6 1 (1.06%) Greenfield Project
6 1 (1.06%) Mainframe
6 1 (1.06%) Management Information System
6 1 (1.06%) Reference Data
6 1 (1.06%) User Experience
Operating Systems
1 2 (2.13%) Windows
2 1 (1.06%) Linux
2 1 (1.06%) OpenVMS
2 1 (1.06%) Windows Server
Processes & Methodologies
1 94 (100.00%) Migration
2 28 (29.79%) Stakeholder Management
3 23 (24.47%) Data Modelling
4 21 (22.34%) ETL
5 18 (19.15%) Data Analysis
6 15 (15.96%) Business Analysis
6 15 (15.96%) Business Intelligence
6 15 (15.96%) Data Cleansing
7 12 (12.77%) Validation
8 10 (10.64%) Data Mapping
8 10 (10.64%) Demand Forecasting
9 9 (9.57%) CRM
9 9 (9.57%) Data Extraction
9 9 (9.57%) ERP
10 8 (8.51%) Analytics
10 8 (8.51%) GAP Analysis
10 8 (8.51%) Logical Data Model
10 8 (8.51%) User Acceptance Testing
11 7 (7.45%) Data Conversion
11 7 (7.45%) Test Management
Programming Languages
1 40 (42.55%) SQL
2 13 (13.83%) T-SQL
3 5 (5.32%) C#
4 3 (3.19%) JavaScript
4 3 (3.19%) PHP
4 3 (3.19%) PL/SQL
5 2 (2.13%) Perl
5 2 (2.13%) PowerShell
6 1 (1.06%) Apex Code
6 1 (1.06%) C
6 1 (1.06%) C++
6 1 (1.06%) COBOL
6 1 (1.06%) Data Analysis Expressions (DAX)
6 1 (1.06%) VB
6 1 (1.06%) VB.NET
6 1 (1.06%) VBScript
Qualifications
1 1 (1.06%) ACCA
1 1 (1.06%) CIMA
1 1 (1.06%) ITIL Foundation Certificate
1 1 (1.06%) Security Cleared
Quality Assurance & Compliance
1 16 (17.02%) Data Quality
2 8 (8.51%) GDPR
3 7 (7.45%) GxP
3 7 (7.45%) Sarbanes-Oxley
4 2 (2.13%) QA
5 1 (1.06%) IFRS
5 1 (1.06%) PMO
System Software
1 1 (1.06%) Active Directory
1 1 (1.06%) Virtual Machines
Systems Management
1 1 (1.06%) HP Quality Center
1 1 (1.06%) Systems Management Server (SMS)
Vendors
1 33 (35.11%) Oracle
2 23 (24.47%) SAP
3 9 (9.57%) JDA
3 9 (9.57%) Salesforce.com
4 8 (8.51%) Microsoft
5 6 (6.38%) IBM
6 5 (5.32%) Siebel
7 4 (4.26%) Ab Initio
7 4 (4.26%) MuleSoft
8 3 (3.19%) Capita
8 3 (3.19%) Cognos
8 3 (3.19%) Tableau
9 2 (2.13%) Callidus
9 2 (2.13%) Epicor
9 2 (2.13%) HP
9 2 (2.13%) Teradata
10 1 (1.06%) Fujitsu
10 1 (1.06%) Pardot
10 1 (1.06%) Salesforce Marketing Cloud
10 1 (1.06%) SendGrid