Period
to 18 November 2017

The following table provides summary statistics for contract job vacancies advertised in South Yorkshire with a requirement for Data Quality skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Quality over the 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Quality
Yorkshire > South Yorkshire
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 63 79 48
Rank change year-on-year +16 -31 -1
Contract jobs citing Data Quality 6 6 30
As % of all contract IT jobs advertised in South Yorkshire 0.73% 0.50% 3.02%
As % of the Quality Assurance & Compliance category 4.72% 8.33% 21.74%
Number of daily rates quoted 21 5 27
South Yorkshire median daily rate £610 £495 £350
Median daily rate % change year-on-year +23.23% +41.43% -15.66%
10th Percentile £605 £278 £275
90th Percentile £755 £495 £538
Yorkshire median daily rate £545 £450 £425
% change year-on-year +21.11% +5.88% -
Number of hourly rates quoted 0 1 2
South Yorkshire median hourly rate - £18.88 £10.50
Median hourly rate % change year-on-year - +79.76% -
Yorkshire median hourly rate £22.00 £18.88 £10.50
% change year-on-year +16.56% +79.76% -

Data Quality is in the Quality Assurance and Compliance category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in South Yorkshire with a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
South Yorkshire
Contract vacancies with a requirement for quality assurance or compliance skills 127 72 138
As % of all contract IT jobs advertised in South Yorkshire 15.53% 6.03% 13.87%
Number of daily rates quoted 56 34 90
South Yorkshire median daily rate £405 £380 £400
Median daily rate % change year-on-year +6.58% -5.00% +19.40%
10th Percentile £100 £122 £255
90th Percentile £595 £496 £550
Yorkshire median daily rate £423 £400 £400
% change year-on-year +5.63% - +18.96%
Number of hourly rates quoted 1 10 17
South Yorkshire median hourly rate £12.00 £21.50 £14.50
Median hourly rate % change year-on-year -44.19% +48.28% -32.56%
Yorkshire median hourly rate £17.00 £14.78 £12.83
% change year-on-year +15.06% +15.16% -32.47%

Data Quality
Job Vacancy Trend in South Yorkshire

Job postings citing Data Quality as a percentage of all IT jobs advertised in South Yorkshire.

Job vacancy trend for Data Quality in South Yorkshire

Data Quality
Contractor Daily Rate Trend in South Yorkshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Quality in South Yorkshire.

Contractor daily rate trend for Data Quality in South Yorkshire

Data Quality
Contractor Hourly Rate Trend in South Yorkshire

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

Contractor hourly rate trend for Data Quality in South Yorkshire

Data Quality
Contract Job Locations in South Yorkshire

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 South Yorkshire region over the 6 months to 18 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Sheffield +18 6 £610 +23.23% 1
Data Quality
Yorkshire

For the 6 months to 18 November 2017, 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 South Yorkshire region with a requirement for Data Quality.

1 6 (100.00%) SQL
1 6 (100.00%) Oracle
1 6 (100.00%) Unix
1 6 (100.00%) Data Warehouse
1 6 (100.00%) Data Modelling
1 6 (100.00%) SAS
1 6 (100.00%) Business Intelligence
1 6 (100.00%) BusinessObjects
1 6 (100.00%) CA
1 6 (100.00%) Informatica
1 6 (100.00%) Shell Script
1 6 (100.00%) ERwin
1 6 (100.00%) Data Security
1 6 (100.00%) Management Information System
1 6 (100.00%) Finance
1 6 (100.00%) PostgreSQL
1 6 (100.00%) Data Management
1 6 (100.00%) Enterprise Architecture
1 6 (100.00%) QA
1 6 (100.00%) Data Integration
1 6 (100.00%) Data Architecture
1 6 (100.00%) Information Assurance
1 6 (100.00%) Reverse Engineering
1 6 (100.00%) Pentaho
1 6 (100.00%) Hadoop
1 6 (100.00%) Visualisation
1 6 (100.00%) Open Source
1 6 (100.00%) Apache Hive
1 6 (100.00%) MongoDB
1 6 (100.00%) Data Visualisation

Data Quality
Co-occurring IT Skills in South Yorkshire 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 6 (100.00%) SAS
Database & Business Intelligence
1 6 (100.00%) Apache Hive
1 6 (100.00%) Big Data
1 6 (100.00%) BusinessObjects
1 6 (100.00%) Data Lake
1 6 (100.00%) Data Warehouse
1 6 (100.00%) Enterprise Data Warehouse
1 6 (100.00%) Hadoop
1 6 (100.00%) HBase
1 6 (100.00%) MongoDB
1 6 (100.00%) Pentaho
1 6 (100.00%) PostgreSQL
Development Applications
1 6 (100.00%) ERwin
General
1 6 (100.00%) Finance
Job Titles
1 6 (100.00%) Architect
1 6 (100.00%) Data Architect
1 6 (100.00%) Lead Architect
1 6 (100.00%) Lead Data Architect
2 4 (66.67%) Business Intelligence Architect
2 4 (66.67%) Business Intelligence Lead
2 4 (66.67%) Data Warehouse Architect
Miscellaneous
1 6 (100.00%) Analytical Skills
1 6 (100.00%) Enterprise Software
1 6 (100.00%) Management Information System
Operating Systems
1 6 (100.00%) Unix
Processes & Methodologies
1 6 (100.00%) Analytics
1 6 (100.00%) Business Intelligence
1 6 (100.00%) Data Architecture
1 6 (100.00%) Data Governance
1 6 (100.00%) Data Integration
1 6 (100.00%) Data Management
1 6 (100.00%) Data Modelling
1 6 (100.00%) Data Security
1 6 (100.00%) Data Strategy
1 6 (100.00%) Data Visualisation
1 6 (100.00%) Enterprise Architecture
1 6 (100.00%) Information Assurance
1 6 (100.00%) Metadata Management
1 6 (100.00%) Open Source
1 6 (100.00%) Reverse Engineering
1 6 (100.00%) SFIA
1 6 (100.00%) Visualisation
Programming Languages
1 6 (100.00%) Shell Script
1 6 (100.00%) SQL
Quality Assurance & Compliance
1 6 (100.00%) QA
Vendors
1 6 (100.00%) CA
1 6 (100.00%) Informatica
1 6 (100.00%) Oracle
1 6 (100.00%) Tableau