The table below looks at the statistics for Data Quality skills in IT contracts advertised for the East of England region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Quality over the 3 months to 2 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
2 Dec 2016
Same period 2015 Same period 2014
Data Quality
Rank 103 116 116
Rank change year-on-year
+13 0
Contract jobs citing Data Quality 21 18 22
As % of all contract IT jobs located in the East of England 0.92% 0.69% 0.76%
As % of the Quality Assurance & Compliance category 10.82% 6.98% 7.91%
Number of daily rates quoted 12 11 17
Median daily rate £400 £425 £425
Median daily rate % change year-on-year
-5.88% -
90% offered a daily rate of more than £289 £325 £261
10% offered a daily rate of more than £545 £450 £550
UK excluding London median daily rate £400 £400 £390
% change year-on-year
- +2.56%
Number of hourly rates quoted 0 0 1
Median hourly rate - - £22.00
UK excluding London median hourly rate £13.00 £19.50 £18.00
% change year-on-year
-33.33% +8.33%
Data Quality
England

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 East of England region.

Quality Assurance & Compliance Category
East of England
Contract IT job ads with a match in the
Quality Assurance & Compliance category
194 258 278
As % of all contract IT jobs located in the East of England 8.51% 9.89% 9.55%
Number of daily rates quoted 114 117 194
Median daily rate £355 £413 £400
Median daily rate % change year-on-year
-13.93% +3.12%
90% offered a daily rate of more than £179 £221 £221
10% offered a daily rate of more than £575 £550 £550
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 11 37 19
Median hourly rate £37.50 £35.00 £30.00
Median hourly rate % change year-on-year
+7.14% +16.66%
90% offered a hourly rate of more than £18.50 £14.00 £14.64
10% offered a hourly rate of more than £43.00 £40.25 £47.50
UK excluding London median hourly rate £25.00 £25.00 £23.75
% change year-on-year
- +5.26%

Data Quality
Jobs Demand Trend in the East of England

The demand trend of contract jobs across the East of England 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 the East of England

Data Quality
Daily Rate Trend in the East of England

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

Data Quality Daily Rate Trend in the East of England

Data Quality
Daily Rate Histogram in the East of England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Quality across the East of England region over the 3 months to 2 December 2016.

Data Quality Daily Rate Histogram in the East of England

Data Quality
Hourly Rate Trend in the East of England

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

Data Quality Hourly Rate Trend in the East of England

Data Quality
Contract Job Locations in the East of England

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 East of England region over the 3 months to 2 December 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
Hertfordshire +4 8 £288 -23.33% 2
Bedfordshire +4 5 £525 +40.00%
Cambridgeshire +6 3 £300 -17.24% 1
Norfolk - 1 - -
Suffolk - 1 - -
Data Quality
England

Data Quality
Top 30 Related IT Skills in the East of England

For the 6 months to 2 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 East of England region with a requirement for Data Quality.

1 20 (42.55%) SQL
1 20 (42.55%) Data Warehouse
2 18 (38.30%) Oracle
3 17 (36.17%) ETL
4 14 (29.79%) SQL Server
5 12 (25.53%) Finance
5 12 (25.53%) Data Management
6 11 (23.40%) Data Analysis
7 10 (21.28%) Agile Software Development
7 10 (21.28%) Data Modelling
8 9 (19.15%) Validation
8 9 (19.15%) Data Mart
9 8 (17.02%) Unit Testing
9 8 (17.02%) Data Cleansing
9 8 (17.02%) Business Intelligence
9 8 (17.02%) Informatica
9 8 (17.02%) Process Improvement
9 8 (17.02%) Data Governance
9 8 (17.02%) Data Transformation
10 7 (14.89%) Master Data Management
10 7 (14.89%) Oracle Database
10 7 (14.89%) Performance Tuning
10 7 (14.89%) Data Extraction
10 7 (14.89%) SQL Server Integration Services
11 6 (12.77%) Data Mapping
11 6 (12.77%) Dimensional Modelling
11 6 (12.77%) Data Migration
11 6 (12.77%) ERwin
11 6 (12.77%) Migration
11 6 (12.77%) RDBMS

Data Quality
Top Related IT Skills in the East of England 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 2 (4.26%) BizTalk Server
1 2 (4.26%) IIS
Applications
1 4 (8.51%) MS Excel
2 1 (2.13%) Spreadsheet
Business Applications
1 2 (4.26%) Dynamics CRM
1 2 (4.26%) ResourceLink
1 2 (4.26%) Sage 200
2 1 (2.13%) Oracle EBS
2 1 (2.13%) Oracle EBS R12
2 1 (2.13%) Salesforce.com CRM
2 1 (2.13%) SAP ERP
2 1 (2.13%) SAP MDM
Database & Business Intelligence
1 20 (42.55%) Data Warehouse
2 14 (29.79%) SQL Server
3 9 (19.15%) Data Mart
4 7 (14.89%) Oracle Database
4 7 (14.89%) SQL Server Integration Services
5 6 (12.77%) RDBMS
5 6 (12.77%) Relational Database
6 5 (10.64%) OLAP
6 5 (10.64%) PowerCenter
7 4 (8.51%) MS Access
7 4 (8.51%) OLTP
7 4 (8.51%) Oracle ODI
7 4 (8.51%) Oracle OLAP
8 3 (6.38%) Enterprise Data Warehouse
8 3 (6.38%) QlikView
9 2 (4.26%) BusinessObjects
9 2 (4.26%) Crystal Reports
9 2 (4.26%) IBM InfoSphere
9 2 (4.26%) SQL Server Reporting Services
10 1 (2.13%) Big Data
Development Applications
1 6 (12.77%) ERwin
General
1 12 (25.53%) Finance
2 4 (8.51%) Marketing
3 3 (6.38%) Pharmaceutical
4 2 (4.26%) Manufacturing
5 1 (2.13%) Back Office
5 1 (2.13%) Legal
Job Titles
1 16 (34.04%) Analyst
2 15 (31.91%) Developer
3 7 (14.89%) Architect
3 7 (14.89%) Data Analyst
4 6 (12.77%) Data Architect
4 6 (12.77%) Informatica Developer
5 5 (10.64%) Oracle Developer
6 3 (6.38%) Administrator
6 3 (6.38%) Consultant
6 3 (6.38%) Data Manager
6 3 (6.38%) Data Warehouse Architect
6 3 (6.38%) QlikView Developer
6 3 (6.38%) Salesforce Administrator
6 3 (6.38%) SAP Data Manager
6 3 (6.38%) SAP Manager
6 3 (6.38%) SQL Developer
7 2 (4.26%) HR Analyst
7 2 (4.26%) IT Analyst
7 2 (4.26%) SQL Analyst
7 2 (4.26%) SQL Server Architect
Libraries, Frameworks & Software Standards
1 5 (10.64%) .NET
2 4 (8.51%) XML
3 3 (6.38%) Web Services
4 2 (4.26%) .NET Framework
5 1 (2.13%) ASP.NET
Miscellaneous
1 7 (14.89%) Data Extraction
2 5 (10.64%) Data Integration
3 4 (8.51%) Analytical Skills
4 3 (6.38%) Data Conversion
4 3 (6.38%) Statistics
5 2 (4.26%) Data Structures
6 1 (2.13%) Algorithms
6 1 (2.13%) Data Centre
6 1 (2.13%) Informatics
6 1 (2.13%) Management Information System
Operating Systems
1 3 (6.38%) Linux
2 1 (2.13%) Unix
2 1 (2.13%) Windows
2 1 (2.13%) Windows 10
2 1 (2.13%) Windows 8
Processes & Methodologies
1 17 (36.17%) ETL
2 12 (25.53%) Data Management
3 11 (23.40%) Data Analysis
4 10 (21.28%) Agile Software Development
4 10 (21.28%) Data Modelling
5 9 (19.15%) Validation
6 8 (17.02%) Business Intelligence
6 8 (17.02%) Data Cleansing
6 8 (17.02%) Data Governance
6 8 (17.02%) Data Transformation
6 8 (17.02%) Process Improvement
6 8 (17.02%) Unit Testing
7 7 (14.89%) Master Data Management
7 7 (14.89%) Performance Tuning
8 6 (12.77%) Data Mapping
8 6 (12.77%) Data Migration
8 6 (12.77%) Dimensional Modelling
8 6 (12.77%) Migration
9 5 (10.64%) Quality Management
10 4 (8.51%) Change Management
Programming Languages
1 20 (42.55%) SQL
2 2 (4.26%) C#
3 1 (2.13%) Java
3 1 (2.13%) VBA
Qualifications
1 1 (2.13%) BPSS Clearance
1 1 (2.13%) SC Cleared
1 1 (2.13%) Security Cleared
Systems Management
1 1 (2.13%) Oracle EDQ
Vendors
1 18 (38.30%) Oracle
2 8 (17.02%) Informatica
3 5 (10.64%) Salesforce.com
3 5 (10.64%) Teradata
4 4 (8.51%) IBM
4 4 (8.51%) SAP
5 3 (6.38%) GoldenSource
6 2 (4.26%) Sage
7 1 (2.13%) Microsoft
7 1 (2.13%) Trillium