The table below looks at the statistics for Data Quality skills in IT contracts advertised for the Reading region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Quality over the 3 months to 6 December 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
6 Dec 2016
Same period 2015 Same period 2014
Data Quality
Rank 52 70 64
Rank change year-on-year
+18 -6
Contract jobs citing Data Quality 15 1 8
As % of all contract IT jobs located in Reading 1.99% 0.11% 0.88%
As % of the Quality Assurance & Compliance category 21.74% 1.25% 8.08%
Number of daily rates quoted 9 1 5
Median daily rate £375 £500 £570
Median daily rate % change year-on-year
-25.00% -12.28%
90% offered a daily rate of more than £322 £500 £510
10% offered a daily rate of more than £430 £500 £590
UK excluding London median daily rate £400 £400 £390
% change year-on-year
- +2.56%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £13.00 £19.50 £18.00
% change year-on-year
-33.33% +8.33%
Data Quality
Berkshire

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 Reading region.

Quality Assurance & Compliance Category
Reading
Contract IT job ads with a match in the
Quality Assurance & Compliance category
69 80 99
As % of all contract IT jobs located in Reading 9.16% 8.52% 10.86%
Number of daily rates quoted 30 35 61
Median daily rate £375 £470 £398
Median daily rate % change year-on-year
-20.21% +18.23%
90% offered a daily rate of more than £260 £319 £139
10% offered a daily rate of more than £469 £525 £556
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 3 13 9
Median hourly rate £25.00 £21.55 £24.00
Median hourly rate % change year-on-year
+16.00% -10.20%
90% offered a hourly rate of more than £19.84 £17.20 £16.00
10% offered a hourly rate of more than £29.00 £44.70 £24.50
UK excluding London median hourly rate £22.50 £25.00 £22.00
% change year-on-year
-10.00% +13.63%

Data Quality
Jobs Demand Trend in Reading

The demand trend of contract jobs across the Reading 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 Reading

Data Quality
Daily Rate Trend in Reading

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

Data Quality Daily Rate Trend in Reading

Data Quality
Daily Rate Histogram in Reading

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Quality across the Reading region over the 3 months to 6 December 2016.

Data Quality Daily Rate Histogram in Reading

Data Quality
Hourly Rate Trend in Reading

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

Data Quality Hourly Rate Trend in Reading

Data Quality
Top 30 Related IT Skills in Reading

For the 6 months to 6 December 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 Reading region with a requirement for Data Quality.

1 16 (72.73%) Project Management
1 16 (72.73%) Degree
2 11 (50.00%) Office 365
3 10 (45.45%) Microsoft Intune
3 10 (45.45%) Project Governance
3 10 (45.45%) Customer Engagement
3 10 (45.45%) Escalation Management
4 9 (40.91%) C
5 7 (31.82%) CRM
5 7 (31.82%) Analytical Skills
6 6 (27.27%) Analytics
6 6 (27.27%) Marketing
6 6 (27.27%) B2B
6 6 (27.27%) Salesforce.com
6 6 (27.27%) Marketing Automation
7 5 (22.73%) Virtual Team
7 5 (22.73%) SLA
7 5 (22.73%) Workflow
7 5 (22.73%) Digital Marketing
8 4 (18.18%) Eloqua
9 3 (13.64%) Change Management
10 2 (9.09%) Case Management
10 2 (9.09%) Spanish Language
10 2 (9.09%) SAP
11 1 (4.55%) SQL
11 1 (4.55%) Oracle
11 1 (4.55%) Microsoft
11 1 (4.55%) Hyperion
11 1 (4.55%) Data Modelling
11 1 (4.55%) Data Mining

Data Quality
Top Related IT Skills in Reading 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:

Business Applications
1 4 (18.18%) Eloqua
2 1 (4.55%) Dynamics CRM
2 1 (4.55%) HFM
Cloud Services
1 11 (50.00%) Office 365
2 1 (4.55%) Cloud Computing
2 1 (4.55%) Microsoft Azure
Database & Business Intelligence
1 1 (4.55%) Data Mining
1 1 (4.55%) IBM InfoSphere
1 1 (4.55%) Oracle ODI
General
1 6 (27.27%) Marketing
2 2 (9.09%) Spanish Language
3 1 (4.55%) Finance
3 1 (4.55%) Legal
Job Titles
1 4 (18.18%) Marketing Manager
2 3 (13.64%) Change Manager
2 3 (13.64%) Office 365 Manager
3 2 (9.09%) Analyst
3 2 (9.09%) Automation Consultant
3 2 (9.09%) Consultant
3 2 (9.09%) Data Analyst
3 2 (9.09%) Marketing Automation Consultant
3 2 (9.09%) Marketing Automation Manager
3 2 (9.09%) Marketing Consultant
3 2 (9.09%) Operations Manager
3 2 (9.09%) Salesforce Consultant
4 1 (4.55%) Administrator
4 1 (4.55%) Automation Specialist
4 1 (4.55%) Data Manager
4 1 (4.55%) Data Mining Analyst
4 1 (4.55%) Database Analyst
4 1 (4.55%) Hyperion Administrator
4 1 (4.55%) Marketing Automation Specialist
4 1 (4.55%) SAP Data Migration Manager
Miscellaneous
1 7 (31.82%) Analytical Skills
2 5 (22.73%) Virtual Team
3 1 (4.55%) Computer Science
3 1 (4.55%) Economics
3 1 (4.55%) Mathematics
3 1 (4.55%) Microsoft Licensing
3 1 (4.55%) Statistics
Operating Systems
1 1 (4.55%) Windows 10
Processes & Methodologies
1 16 (72.73%) Project Management
2 10 (45.45%) Customer Engagement
2 10 (45.45%) Escalation Management
2 10 (45.45%) Project Governance
3 7 (31.82%) CRM
4 6 (27.27%) Analytics
4 6 (27.27%) B2B
4 6 (27.27%) Marketing Automation
5 5 (22.73%) Digital Marketing
5 5 (22.73%) Workflow
6 3 (13.64%) Change Management
7 2 (9.09%) Case Management
8 1 (4.55%) Data Management
8 1 (4.55%) Data Modelling
8 1 (4.55%) Data Transformation
8 1 (4.55%) ETL
8 1 (4.55%) Master Data Management
8 1 (4.55%) Migration
8 1 (4.55%) Stakeholder Management
8 1 (4.55%) Validation
Programming Languages
1 9 (40.91%) C
2 1 (4.55%) SQL
Qualifications
1 16 (72.73%) Degree
2 1 (4.55%) CFA
Quality Assurance & Compliance
1 5 (22.73%) SLA
Systems Management
1 10 (45.45%) Microsoft Intune
Vendors
1 6 (27.27%) Salesforce.com
2 2 (9.09%) SAP
3 1 (4.55%) Hyperion
3 1 (4.55%) Microsoft
3 1 (4.55%) Oracle