The table below looks at the statistics for Data Quality skills in IT contracts advertised for the Berkshire region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Quality over the 3 months to 31 August 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
31 Aug 2016
Same period 2015 Same period 2014
Data Quality
Rank 83 95 99
Rank change year-on-year
+12 +4
Contract jobs citing Data Quality 35 31 23
As % of all contract IT jobs located in Berkshire 1.54% 1.19% 0.95%
As % of the Quality Assurance & Compliance category 14.23% 12.02% 9.62%
Number of daily rates quoted 22 22 18
Median daily rate £456 £450 £330
Median daily rate % change year-on-year
+1.38% +36.36%
90% offered a daily rate of more than £363 £405 £285
10% offered a daily rate of more than £673 £575 £440
UK excluding London median daily rate £425 £450 £400
% change year-on-year
-5.55% +12.50%
Number of hourly rates quoted 2 0 0
Median hourly rate £13.00 - -
UK excluding London median hourly rate £13.25 £12.36 £16.50
% change year-on-year
+7.24% -25.12%
Data Quality
South East

The following table is for comparison with the above and provides statistics for the entire Quality Assurance & Compliance category in contract jobs advertised in the Berkshire region.

Quality Assurance & Compliance Category
Berkshire
Contract IT job ads with a match in the
Quality Assurance & Compliance category
246 258 239
As % of all contract IT jobs located in Berkshire 10.83% 9.90% 9.84%
Number of daily rates quoted 130 144 117
Median daily rate £400 £450 £400
Median daily rate % change year-on-year
-11.11% +12.50%
90% offered a daily rate of more than £224 £230 £238
10% offered a daily rate of more than £575 £550 £475
UK excluding London median daily rate £400 £408 £380
% change year-on-year
-1.84% +7.23%
Number of hourly rates quoted 15 6 5
Median hourly rate £13.00 £21.55 £17.07
Median hourly rate % change year-on-year
-39.67% +26.24%
UK excluding London median hourly rate £28.15 £25.69 £20.00
% change year-on-year
+9.57% +28.45%

Data Quality
Jobs Demand Trend in Berkshire

The demand trend of contract jobs across the Berkshire region citing Data Quality as a proportion of all IT contracts with a match in the Quality Assurance & Compliance category.

Data Quality Jobs Demand Trend in Berkshire

Data Quality
Daily Rate Trend in Berkshire

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

Data Quality Daily Rate Trend in Berkshire

Data Quality
Daily Rate Histogram in Berkshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Quality across the Berkshire region over the 3 months to 31 August 2016.

Data Quality Daily Rate Histogram in Berkshire

Data Quality
Hourly Rate Trend in Berkshire

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

Data Quality Hourly Rate Trend in Berkshire

Data Quality
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 Quality within the Berkshire region over the 3 months to 31 August 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Bracknell +7 10 £600 -
Reading +18 7 £563 -2.17%
Maidenhead -1 3 - - 1
Newbury -3 2 £363 -
Data Quality
South East

Data Quality
Top 30 Related IT Skills in Berkshire

For the 6 months to 31 August 2016, IT contractor jobs citing Data Quality 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 Quality.

1 29 (42.65%) Migration
2 25 (36.76%) Data Migration
3 21 (30.88%) Project Management
3 21 (30.88%) SAP
4 17 (25.00%) SQL
4 17 (25.00%) ETL
5 16 (23.53%) Degree
5 16 (23.53%) Project Governance
6 15 (22.06%) Data Management
6 15 (22.06%) Finance
7 13 (19.12%) SQL Server
7 13 (19.12%) Office 365
7 13 (19.12%) Microsoft Intune
7 13 (19.12%) Customer Engagement
7 13 (19.12%) Data Governance
7 13 (19.12%) Escalation Management
8 12 (17.65%) Data Cleansing
9 11 (16.18%) Data Conversion
9 11 (16.18%) User Acceptance Testing
9 11 (16.18%) C
10 10 (14.71%) Data Modelling
11 9 (13.24%) LSMW
11 9 (13.24%) Data Extraction
11 9 (13.24%) Data Architecture
11 9 (13.24%) MS Excel
11 9 (13.24%) Oracle
11 9 (13.24%) Validation
11 9 (13.24%) Master Data Management
11 9 (13.24%) SAP Data Services
12 8 (11.76%) Management Information System

Data Quality
Top Related 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 1 (1.47%) Content Management Server
1 1 (1.47%) SAS
1 1 (1.47%) SharePoint
Applications
1 9 (13.24%) MS Excel
2 6 (8.82%) MS Office
3 1 (1.47%) SPSS
Business Applications
1 5 (7.35%) SAP FI
2 4 (5.88%) HFM
3 3 (4.41%) SAP Business ByDesign
4 2 (2.94%) SAP APO
4 2 (2.94%) SAP BPC
5 1 (1.47%) Dynamics CRM
5 1 (1.47%) SAP CCM
5 1 (1.47%) SAP MDM
Cloud Services
1 13 (19.12%) Office 365
2 3 (4.41%) SaaS
2 3 (4.41%) SuccessFactors
Database & Business Intelligence
1 13 (19.12%) SQL Server
2 9 (13.24%) SAP Data Services
3 5 (7.35%) SQL Server 2008
4 4 (5.88%) Data Warehouse
4 4 (5.88%) Oracle ODI
5 3 (4.41%) BusinessObjects
6 1 (1.47%) BusinessObjects Web Intelligence
6 1 (1.47%) Data Mining
6 1 (1.47%) PowerCenter
6 1 (1.47%) QlikView
6 1 (1.47%) SQL Server Integration Services
6 1 (1.47%) SQL Server Reporting Services
Development Applications
1 9 (13.24%) LSMW
2 1 (1.47%) Talend Open Studio
2 1 (1.47%) Team Foundation Server
General
1 15 (22.06%) Finance
2 7 (10.29%) Marketing
3 6 (8.82%) Retail
4 4 (5.88%) Telecoms
5 3 (4.41%) Banking
6 2 (2.94%) Pharmaceutical
6 2 (2.94%) Spanish Language
7 1 (1.47%) Legal
7 1 (1.47%) Manufacturing
Job Titles
1 18 (26.47%) Analyst
2 11 (16.18%) Consultant
3 10 (14.71%) Data Consultant
4 9 (13.24%) Business Analyst
4 9 (13.24%) SAP Consultant
4 9 (13.24%) SAP Data Consultant
5 7 (10.29%) Data Migration Consultant
5 7 (10.29%) Migration Consultant
6 6 (8.82%) Architect
6 6 (8.82%) Data Analyst
6 6 (8.82%) Data Architect
6 6 (8.82%) SAP Data Migration Consultant
6 6 (8.82%) SAP Migration Consultant
7 5 (7.35%) Change Manager
7 5 (7.35%) Coordinator
7 5 (7.35%) Data Manager
8 4 (5.88%) Data Coordinator
8 4 (5.88%) Office 365 Manager
8 4 (5.88%) SAP Analyst
9 3 (4.41%) SAP Financial Analyst
Libraries, Frameworks & Software Standards
1 5 (7.35%) BAPI
2 1 (1.47%) XML
Miscellaneous
1 11 (16.18%) Data Conversion
2 9 (13.24%) Data Extraction
3 8 (11.76%) Management Information System
4 3 (4.41%) Data Integration
4 3 (4.41%) Reference Data
5 2 (2.94%) Analytical Skills
5 2 (2.94%) AS400
5 2 (2.94%) Data Structures
6 1 (1.47%) Computer Science
6 1 (1.47%) Economics
6 1 (1.47%) Freedom of Information
6 1 (1.47%) Mathematics
6 1 (1.47%) Statistics
Operating Systems
1 1 (1.47%) Unix
1 1 (1.47%) Windows
1 1 (1.47%) Windows Server
Processes & Methodologies
1 29 (42.65%) Migration
2 25 (36.76%) Data Migration
3 21 (30.88%) Project Management
4 17 (25.00%) ETL
5 16 (23.53%) Project Governance
6 15 (22.06%) Data Management
7 13 (19.12%) Customer Engagement
7 13 (19.12%) Data Governance
7 13 (19.12%) Escalation Management
8 12 (17.65%) Data Cleansing
9 11 (16.18%) User Acceptance Testing
10 10 (14.71%) Data Modelling
11 9 (13.24%) Data Architecture
11 9 (13.24%) Master Data Management
11 9 (13.24%) Validation
12 6 (8.82%) Data Mapping
12 6 (8.82%) ERP
12 6 (8.82%) Information Architecture
12 6 (8.82%) Information Management
12 6 (8.82%) Mentoring
Programming Languages
1 17 (25.00%) SQL
2 11 (16.18%) C
3 6 (8.82%) T-SQL
4 1 (1.47%) JavaScript
Qualifications
1 16 (23.53%) Degree
2 2 (2.94%) PRINCE2 Certification
3 1 (1.47%) SC Cleared
3 1 (1.47%) Security Cleared
Quality Assurance & Compliance
1 4 (5.88%) GxP
1 4 (5.88%) Sarbanes-Oxley
2 1 (1.47%) ISO 9001
2 1 (1.47%) QA
Systems Management
1 13 (19.12%) Microsoft Intune
2 3 (4.41%) Oracle EDQ
Vendors
1 21 (30.88%) SAP
2 9 (13.24%) Oracle
3 6 (8.82%) Trillium
4 5 (7.35%) Ab Initio
5 4 (5.88%) hybris
5 4 (5.88%) Hyperion
6 3 (4.41%) Marketo
6 3 (4.41%) Microsoft
6 3 (4.41%) NetSuite
6 3 (4.41%) Salesforce.com
7 2 (2.94%) Apple
7 2 (2.94%) Concur
8 1 (1.47%) Informatica
8 1 (1.47%) JD Edwards
8 1 (1.47%) Tableau
8 1 (1.47%) Talend