The table below looks at the statistics for Data Quality skills in IT contracts advertised for the East Midlands 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 85 76 80
Rank change year-on-year
-9 +4
Contract jobs citing Data Quality 18 24 15
As % of all contract IT jobs located in the East Midlands 1.06% 1.56% 0.90%
As % of the Quality Assurance & Compliance category 16.36% 17.65% 15.63%
Number of daily rates quoted 14 19 8
Median daily rate £482 £425 £475
Median daily rate % change year-on-year
+13.41% -10.52%
90% offered a daily rate of more than £313 £275 £359
10% offered a daily rate of more than £625 £450 £516
UK excluding London median daily rate £400 £400 £390
% change year-on-year
- +2.56%
Number of hourly rates quoted 1 2 0
Median hourly rate £18.50 £9.75 -
Median hourly rate % change year-on-year
+89.74% -
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 Midlands region.

Quality Assurance & Compliance Category
East Midlands
Contract IT job ads with a match in the
Quality Assurance & Compliance category
110 136 96
As % of all contract IT jobs located in the East Midlands 6.49% 8.83% 5.77%
Number of daily rates quoted 71 79 56
Median daily rate £375 £363 £363
Median daily rate % change year-on-year
+3.44% -
90% offered a daily rate of more than £124 £275 £110
10% offered a daily rate of more than £585 £513 £480
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 9 5 6
Median hourly rate £18.50 £11.75 £14.00
Median hourly rate % change year-on-year
+57.44% -16.07%
90% offered a hourly rate of more than £10.90 £9.70 £10.10
10% offered a hourly rate of more than £25.75 £12.50 £16.50
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 the East Midlands

The demand trend of contract jobs across the East Midlands 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 Midlands

Data Quality
Daily Rate Trend in the East Midlands

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

Data Quality Daily Rate Trend in the East Midlands

Data Quality
Daily Rate Histogram in the East Midlands

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

Data Quality Daily Rate Histogram in the East Midlands

Data Quality
Hourly Rate Trend in the East Midlands

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

Data Quality Hourly Rate Trend in the East Midlands

Data Quality
Contract Job Locations in the East Midlands

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 Midlands region over the 3 months to 6 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
Northamptonshire -15 11 £445 +1.71%
Nottinghamshire - 5 £345 -
Lincolnshire -5 1 £525 +23.52%
Data Quality
England

Data Quality
Top 30 Related IT Skills in the East Midlands

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 East Midlands region with a requirement for Data Quality.

1 14 (38.89%) ETL
2 12 (33.33%) SQL
3 11 (30.56%) SQL Server
3 11 (30.56%) Business Intelligence
4 10 (27.78%) Migration
5 9 (25.00%) Data Warehouse
5 9 (25.00%) Data Migration
5 9 (25.00%) Data Integration
6 8 (22.22%) Data Architecture
6 8 (22.22%) Data Modelling
7 7 (19.44%) MS Excel
7 7 (19.44%) SAP
7 7 (19.44%) Finance
7 7 (19.44%) Data Cleansing
7 7 (19.44%) Continuous Integration
8 6 (16.67%) Power BI
8 6 (16.67%) Data Analysis
8 6 (16.67%) Oracle
8 6 (16.67%) Microsoft
9 5 (13.89%) Dell
9 5 (13.89%) SOA
9 5 (13.89%) VMware
9 5 (13.89%) Agile Software Development
9 5 (13.89%) SharePoint
9 5 (13.89%) Validation
9 5 (13.89%) Logical Data Model
9 5 (13.89%) Boomi
9 5 (13.89%) SDLC
9 5 (13.89%) SharePoint 2013
9 5 (13.89%) SuccessFactors

Data Quality
Top Related IT Skills in the East Midlands 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 5 (13.89%) SharePoint
1 5 (13.89%) SharePoint 2013
2 1 (2.78%) Apache
2 1 (2.78%) Tomcat
Applications
1 7 (19.44%) MS Excel
Business Applications
1 4 (11.11%) Oracle EBS
1 4 (11.11%) Oracle EBS R12
2 3 (8.33%) Oracle Assets
2 3 (8.33%) Oracle Cash Management
2 3 (8.33%) Oracle Financials
2 3 (8.33%) Oracle General Ledger
2 3 (8.33%) Oracle Payables
2 3 (8.33%) Oracle Receivables
3 2 (5.56%) Infor M3
4 1 (2.78%) SAP CO
4 1 (2.78%) SAP FI
4 1 (2.78%) SAP FI/CO
Cloud Services
1 5 (13.89%) Boomi
1 5 (13.89%) SuccessFactors
2 1 (2.78%) Amazon AWS
2 1 (2.78%) Microsoft Azure
Communications & Networking
1 1 (2.78%) OpenLDAP
Database & Business Intelligence
1 11 (30.56%) SQL Server
2 9 (25.00%) Data Warehouse
3 6 (16.67%) Power BI
4 5 (13.89%) SQL Server 2014
5 3 (8.33%) Relational Database
6 2 (5.56%) RDBMS
6 2 (5.56%) SQL Server 2016
6 2 (5.56%) SQL Server Integration Services
7 1 (2.78%) BusinessObjects
7 1 (2.78%) GIS
7 1 (2.78%) Microsoft Analysis Services
7 1 (2.78%) MySQL
7 1 (2.78%) Oracle Database
7 1 (2.78%) PostgreSQL
7 1 (2.78%) Redis
7 1 (2.78%) SQL Server 2012
7 1 (2.78%) SQL Server Analysis Services
7 1 (2.78%) SQL Server Reporting Services
Development Applications
1 5 (13.89%) Team Foundation Server
2 1 (2.78%) ERwin
2 1 (2.78%) JMeter
2 1 (2.78%) Talend Open Studio
General
1 7 (19.44%) Finance
2 2 (5.56%) Law
3 1 (2.78%) Banking
3 1 (2.78%) Manufacturing
3 1 (2.78%) Publishing
Job Titles
1 16 (44.44%) Analyst
2 15 (41.67%) Data Analyst
3 7 (19.44%) Architect
4 6 (16.67%) Developer
5 5 (13.89%) Business Intelligence Architect
5 5 (13.89%) Business Intelligence Solutions Architect
5 5 (13.89%) Solutions Architect
6 4 (11.11%) Data Architect
6 4 (11.11%) Financial Analyst
6 4 (11.11%) Scrum Master
7 3 (8.33%) Cognos Developer
7 3 (8.33%) Oracle Analyst
8 2 (5.56%) Data Quality Analyst
8 2 (5.56%) ETL Architect
8 2 (5.56%) SQL Analyst
8 2 (5.56%) SQL Data Analyst
8 2 (5.56%) Strategy Architect
9 1 (2.78%) Agile Scrum Master
9 1 (2.78%) SSIS Developer
9 1 (2.78%) Support Officer
Libraries, Frameworks & Software Standards
1 1 (2.78%) LAPP Stack
1 1 (2.78%) Spring
Miscellaneous
1 9 (25.00%) Data Integration
2 5 (13.89%) Data Extraction
3 3 (8.33%) Analytical Skills
3 3 (8.33%) Data Structures
3 3 (8.33%) User Experience
4 2 (5.56%) NHS
4 2 (5.56%) Reference Data
4 2 (5.56%) Taxonomies
5 1 (2.78%) Mainframe
5 1 (2.78%) Management Information System
5 1 (2.78%) Visualisation
Operating Systems
1 1 (2.78%) Linux
Processes & Methodologies
1 14 (38.89%) ETL
2 11 (30.56%) Business Intelligence
3 10 (27.78%) Migration
4 9 (25.00%) Data Migration
5 8 (22.22%) Data Architecture
5 8 (22.22%) Data Modelling
6 7 (19.44%) Continuous Integration
6 7 (19.44%) Data Cleansing
7 6 (16.67%) Data Analysis
8 5 (13.89%) Agile Software Development
8 5 (13.89%) Continuous Deployment
8 5 (13.89%) Logical Data Model
8 5 (13.89%) SDLC
8 5 (13.89%) SOA
8 5 (13.89%) Validation
9 4 (11.11%) Dashboard Development
9 4 (11.11%) Data Management
9 4 (11.11%) Data Transformation
9 4 (11.11%) Physical Data Model
9 4 (11.11%) Scrum
Programming Languages
1 12 (33.33%) SQL
2 2 (5.56%) PL/SQL
3 1 (2.78%) Data Analysis Expressions (DAX)
3 1 (2.78%) Java
3 1 (2.78%) JavaScript
3 1 (2.78%) PHP
3 1 (2.78%) T-SQL
Qualifications
1 1 (2.78%) Degree
1 1 (2.78%) Security Cleared
Quality Assurance & Compliance
1 3 (8.33%) QA
System Software
1 1 (2.78%) Docker
Systems Management
1 1 (2.78%) Nagios
Vendors
1 7 (19.44%) SAP
2 6 (16.67%) Microsoft
2 6 (16.67%) Oracle
3 5 (13.89%) Dell
3 5 (13.89%) VMware
4 3 (8.33%) Cognos
5 2 (5.56%) Infor
5 2 (5.56%) Informatica
6 1 (2.78%) Splunk
6 1 (2.78%) Talend
6 1 (2.78%) Trillium