Period
to 17 January 2018

The following table provides summary statistics for contract job vacancies advertised in Derbyshire 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 17 January 2018 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
East Midlands > Derbyshire
6 months to
17 Jan 2018
Same period 2017 Same period 2016
Rank 43 51 53
Rank change year-on-year +8 +2 -6
Contract jobs citing Data Quality 13 1 3
As % of all contract IT jobs advertised in Derbyshire 2.48% 0.19% 0.56%
As % of the Quality Assurance & Compliance category 19.70% 2.63% 6.38%
Number of daily rates quoted 9 0 0
Derbyshire median daily rate £450 - -
East Midlands median daily rate £450 £489 £425
% change year-on-year -7.98% +15.06% +13.33%
Number of hourly rates quoted 0 0 2
Derbyshire median hourly rate - - £11.21
East Midlands median hourly rate £14.07 £18.50 £10.61
% change year-on-year -23.93% +74.45% -

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 Derbyshire with a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
Derbyshire
Contract vacancies with a requirement for quality assurance or compliance skills 66 38 47
As % of all contract IT jobs advertised in Derbyshire 12.60% 7.36% 8.80%
Number of daily rates quoted 40 26 24
Derbyshire median daily rate £375 £363 £358
Median daily rate % change year-on-year +3.45% +1.40% +2.14%
10th Percentile £297 £113 £255
90th Percentile £555 £588 £475
East Midlands median daily rate £395 £400 £400
% change year-on-year -1.25% - +14.29%
Number of hourly rates quoted 5 4 8
Derbyshire median hourly rate £8.63 £8.77 £11.88
Median hourly rate % change year-on-year -1.60% -26.19% -28.03%
10th Percentile £8.33 £8.31 £9.73
90th Percentile £25.00 £17.42 £13.56
East Midlands median hourly rate £13.00 £14.14 £12.50
% change year-on-year -8.05% +13.10% -20.63%

Data Quality
Job Vacancy Trend in Derbyshire

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

Job vacancy trend for Data Quality in Derbyshire

Data Quality
Contractor Daily Rate Trend in Derbyshire

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

Contractor daily rate trend for Data Quality in Derbyshire

Data Quality
Contractor Hourly Rate Trend in Derbyshire

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

Contractor hourly rate trend for Data Quality in Derbyshire

Data Quality
Contract Job Locations in Derbyshire

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 Derbyshire region over the 6 months to 17 January 2018. 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
Derby - 12 £450 - 2
Chesterfield +7 1 - -
Data Quality
East Midlands

For the 6 months to 17 January 2018, 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 Derbyshire region with a requirement for Data Quality.

1 10 (76.92%) Manufacturing
1 10 (76.92%) PLM
1 10 (76.92%) Analytics
2 9 (69.23%) Data Analytics
2 9 (69.23%) ETL
2 9 (69.23%) Data Warehouse
3 8 (61.54%) Informatica
3 8 (61.54%) PowerCenter
3 8 (61.54%) Python
3 8 (61.54%) Apache Spark
3 8 (61.54%) R
3 8 (61.54%) Big Data
3 8 (61.54%) User Acceptance Testing
3 8 (61.54%) Data Engineering
4 5 (38.46%) SC Cleared
4 5 (38.46%) Security Cleared
5 3 (23.08%) Data Cleansing
5 3 (23.08%) Migration
5 3 (23.08%) Data Modelling
6 2 (15.38%) Finance
6 2 (15.38%) Project Management
6 2 (15.38%) Mainframe
6 2 (15.38%) SAP
6 2 (15.38%) Business Intelligence
6 2 (15.38%) MOM
6 2 (15.38%) ERP
6 2 (15.38%) PMP
6 2 (15.38%) PMI Certification
6 2 (15.38%) Data Visualisation
6 2 (15.38%) Data Governance

Data Quality
Co-occurring IT Skills in Derbyshire 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 8 (61.54%) Apache Spark
Database & Business Intelligence
1 9 (69.23%) Data Warehouse
2 8 (61.54%) Big Data
2 8 (61.54%) PowerCenter
3 1 (7.69%) NoSQL
3 1 (7.69%) QlikView
3 1 (7.69%) RDBMS
3 1 (7.69%) Relational Database
3 1 (7.69%) SQL Server
3 1 (7.69%) SQL Server Integration Services
Development Applications
1 1 (7.69%) ERwin
General
1 10 (76.92%) Manufacturing
2 2 (15.38%) Finance
Job Titles
1 8 (61.54%) Data Engineer
2 2 (15.38%) Programme Manager
2 2 (15.38%) Senior Manager
2 2 (15.38%) Senior Programme Manager
3 1 (7.69%) Analyst
3 1 (7.69%) Architect
3 1 (7.69%) Data Analyst
3 1 (7.69%) Data Architect
3 1 (7.69%) Data Modeller
3 1 (7.69%) Informatica Engineer
Miscellaneous
1 2 (15.38%) Mainframe
2 1 (7.69%) Analytical Skills
2 1 (7.69%) Greenfield Project
2 1 (7.69%) Management Information System
2 1 (7.69%) Taxonomies
Processes & Methodologies
1 10 (76.92%) Analytics
1 10 (76.92%) PLM
2 9 (69.23%) Data Analytics
2 9 (69.23%) ETL
3 8 (61.54%) Data Engineering
3 8 (61.54%) User Acceptance Testing
4 3 (23.08%) Data Cleansing
4 3 (23.08%) Data Modelling
4 3 (23.08%) Migration
5 2 (15.38%) Business Intelligence
5 2 (15.38%) Change Control
5 2 (15.38%) Data Analysis
5 2 (15.38%) Data Governance
5 2 (15.38%) Data Visualisation
5 2 (15.38%) ERP
5 2 (15.38%) KYC
5 2 (15.38%) Matrix Organization
5 2 (15.38%) Project Management
5 2 (15.38%) QMS
5 2 (15.38%) Visualisation
Programming Languages
1 8 (61.54%) Python
1 8 (61.54%) R
2 1 (7.69%) SQL
Qualifications
1 5 (38.46%) SC Cleared
1 5 (38.46%) Security Cleared
2 2 (15.38%) BPSS Clearance
2 2 (15.38%) Degree
2 2 (15.38%) PMI Certification
2 2 (15.38%) PMP
Systems Management
1 2 (15.38%) MOM
Vendors
1 8 (61.54%) Informatica
2 2 (15.38%) SAP
3 1 (7.69%) Microsoft
3 1 (7.69%) Oracle