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 28 September 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
28 Sep 2016
Same period 2015 Same period 2014
Data Quality
Rank 82 82 91
Rank change year-on-year
0 +9
Contract jobs citing Data Quality 22 19 7
As % of all contract IT jobs located in the East Midlands 1.34% 1.17% 0.45%
As % of the Quality Assurance & Compliance category 15.38% 11.52% 5.47%
Number of daily rates quoted 13 7 6
Median daily rate £575 £425 £475
Median daily rate % change year-on-year
+35.29% -10.52%
90% offered a daily rate of more than £400 £243 £331
10% offered a daily rate of more than £625 £520 £500
UK excluding London median daily rate £419 £450 £375
% change year-on-year
-6.94% +20.00%
Number of hourly rates quoted 0 2 0
Median hourly rate - £11.21 -
UK excluding London median hourly rate £10.00 £13.50 £16.50
% change year-on-year
-25.92% -18.18%
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
143 165 128
As % of all contract IT jobs located in the East Midlands 8.68% 10.17% 8.24%
Number of daily rates quoted 86 72 66
Median daily rate £431 £375 £375
Median daily rate % change year-on-year
+15.00% -
90% offered a daily rate of more than £300 £300 £225
10% offered a daily rate of more than £625 £500 £475
UK excluding London median daily rate £400 £413 £375
% change year-on-year
-3.03% +10.00%
Number of hourly rates quoted 13 8 9
Median hourly rate £8.91 £13.00 £16.50
Median hourly rate % change year-on-year
-31.50% -21.21%
90% offered a hourly rate of more than £8.55 £11.21 £9.30
10% offered a hourly rate of more than £37.90 £47.50 £19.78
UK excluding London median hourly rate £30.00 £29.50 £20.00
% change year-on-year
+1.69% +47.50%

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 28 September 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 28 September 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 +6 15 £600 +14.28%
Nottinghamshire -21 4 £300 -29.41%
Derbyshire +1 1 - -
Leicestershire +1 1 - -
Lincolnshire - 1 £525 - 1
Data Quality
England

Data Quality
Top 30 Related IT Skills in the East Midlands

For the 6 months to 28 September 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 20 (42.55%) SQL
1 20 (42.55%) Business Intelligence
2 19 (40.43%) ETL
3 15 (31.91%) SQL Server
4 13 (27.66%) MS Excel
5 12 (25.53%) Data Analysis
6 11 (23.40%) Microsoft
7 10 (21.28%) Migration
7 10 (21.28%) Data Integration
8 9 (19.15%) Data Migration
8 9 (19.15%) NHS
8 9 (19.15%) Project Management
8 9 (19.15%) Data Warehouse
9 8 (17.02%) Data Modelling
9 8 (17.02%) SAP
9 8 (17.02%) Continuous Integration
10 7 (14.89%) Agile Software Development
10 7 (14.89%) Data Management
10 7 (14.89%) Data Cleansing
10 7 (14.89%) Data Extraction
10 7 (14.89%) Finance
11 6 (12.77%) Management Information System
11 6 (12.77%) SOA
11 6 (12.77%) Performance Management
11 6 (12.77%) Relational Database
11 6 (12.77%) Logical Data Model
12 5 (10.64%) Physical Data Model
12 5 (10.64%) Boomi
12 5 (10.64%) SDLC
12 5 (10.64%) Dashboard Development

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 (10.64%) SharePoint
1 5 (10.64%) SharePoint 2013
2 1 (2.13%) Confluence
Applications
1 13 (27.66%) MS Excel
2 4 (8.51%) MS PowerPoint
3 2 (4.26%) MS Office
Business Applications
1 4 (8.51%) Oracle EBS
1 4 (8.51%) Oracle EBS R12
2 3 (6.38%) Oracle Assets
2 3 (6.38%) Oracle Cash Management
2 3 (6.38%) Oracle Financials
2 3 (6.38%) Oracle General Ledger
2 3 (6.38%) Oracle Payables
2 3 (6.38%) Oracle Receivables
3 1 (2.13%) Infor M3
3 1 (2.13%) SAP CO
3 1 (2.13%) SAP FI
3 1 (2.13%) SAP FI/CO
Cloud Services
1 5 (10.64%) Boomi
1 5 (10.64%) SuccessFactors
Database & Business Intelligence
1 15 (31.91%) SQL Server
2 9 (19.15%) Data Warehouse
3 6 (12.77%) Relational Database
4 5 (10.64%) MS Access
4 5 (10.64%) Power BI
4 5 (10.64%) SQL Server 2014
5 4 (8.51%) OLAP
6 3 (6.38%) OLAP Cube
6 3 (6.38%) SQL Server 2008
6 3 (6.38%) SQL Server Analysis Services
6 3 (6.38%) SQL Server Reporting Services
7 2 (4.26%) GIS
7 2 (4.26%) MySQL
7 2 (4.26%) RDBMS
8 1 (2.13%) BusinessObjects
8 1 (2.13%) BusinessObjects XI
8 1 (2.13%) OLTP
8 1 (2.13%) SAP BW
8 1 (2.13%) Snowflake Schema
8 1 (2.13%) SQL Server Integration Services
Development Applications
1 5 (10.64%) Team Foundation Server
2 3 (6.38%) JIRA
3 2 (4.26%) ERwin
3 2 (4.26%) Talend Open Studio
General
1 7 (14.89%) Finance
2 2 (4.26%) Law
3 1 (2.13%) Banking
3 1 (2.13%) Legal
3 1 (2.13%) Manufacturing
3 1 (2.13%) Marketing
Job Titles
1 22 (46.81%) Analyst
2 13 (27.66%) Data Analyst
3 8 (17.02%) Architect
4 7 (14.89%) Developer
4 7 (14.89%) Information Analyst
5 6 (12.77%) Data Architect
6 5 (10.64%) Business Intelligence Architect
6 5 (10.64%) Business Intelligence Solutions Architect
6 5 (10.64%) Solutions Architect
7 4 (8.51%) Financial Analyst
7 4 (8.51%) Scrum Master
7 4 (8.51%) SQL Analyst
8 3 (6.38%) Business Intelligence Analyst
8 3 (6.38%) Business Intelligence Developer
8 3 (6.38%) ETL Architect
8 3 (6.38%) Oracle Analyst
8 3 (6.38%) Senior Analyst
8 3 (6.38%) Senior Information Analyst
8 3 (6.38%) SQL Data Analyst
9 2 (4.26%) ETL Analyst
Libraries, Frameworks & Software Standards
1 1 (2.13%) FpML
1 1 (2.13%) Spring
1 1 (2.13%) XML
Miscellaneous
1 10 (21.28%) Data Integration
2 9 (19.15%) NHS
3 7 (14.89%) Data Extraction
4 6 (12.77%) Management Information System
5 4 (8.51%) Analytical Skills
6 2 (4.26%) Data Protection Act
6 2 (4.26%) Informatics
6 2 (4.26%) User Experience
7 1 (2.13%) Computer Science
7 1 (2.13%) Data Structures
7 1 (2.13%) iPad
7 1 (2.13%) Reference Data
7 1 (2.13%) Statistics
7 1 (2.13%) Taxonomies
7 1 (2.13%) Visualisation
Processes & Methodologies
1 20 (42.55%) Business Intelligence
2 19 (40.43%) ETL
3 12 (25.53%) Data Analysis
4 10 (21.28%) Migration
5 9 (19.15%) Data Migration
5 9 (19.15%) Project Management
6 8 (17.02%) Continuous Integration
6 8 (17.02%) Data Modelling
7 7 (14.89%) Agile Software Development
7 7 (14.89%) Data Cleansing
7 7 (14.89%) Data Management
8 6 (12.77%) Logical Data Model
8 6 (12.77%) Performance Management
8 6 (12.77%) SOA
9 5 (10.64%) Continuous Deployment
9 5 (10.64%) Dashboard Development
9 5 (10.64%) Physical Data Model
9 5 (10.64%) Scrum
9 5 (10.64%) SDLC
9 5 (10.64%) Validation
Programming Languages
1 20 (42.55%) SQL
2 2 (4.26%) Java
2 2 (4.26%) PL/SQL
3 1 (2.13%) T-SQL
Qualifications
1 4 (8.51%) Degree
2 3 (6.38%) Security Cleared
3 1 (2.13%) SC Cleared
Quality Assurance & Compliance
1 3 (6.38%) QA
2 1 (2.13%) ISO20022
2 1 (2.13%) Solvency II
Vendors
1 11 (23.40%) Microsoft
2 8 (17.02%) SAP
3 5 (10.64%) Dell
3 5 (10.64%) Oracle
3 5 (10.64%) VMware
4 4 (8.51%) Tableau
5 2 (4.26%) Cognos
5 2 (4.26%) Talend
6 1 (2.13%) Infor
6 1 (2.13%) Informatica
6 1 (2.13%) Trillium