Period
to 20 January 2018

The following table provides summary statistics for contract job vacancies advertised in Nottinghamshire 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 20 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 > Nottinghamshire
6 months to
20 Jan 2018
Same period 2017 Same period 2016
Rank 68 72 63
Rank change year-on-year +4 -9 +2
Contract jobs citing Data Quality 7 9 8
As % of all contract IT jobs advertised in Nottinghamshire 0.75% 1.00% 0.87%
As % of the Quality Assurance & Compliance category 5.15% 8.49% 6.56%
Number of daily rates quoted 4 4 4
Nottinghamshire median daily rate £378 £395 £325
Median daily rate % change year-on-year -4.31% +21.38% -22.39%
10th Percentile £340 £223 £313
90th Percentile £552 £514 £408
East Midlands median daily rate £450 £489 £425
% change year-on-year -7.98% +15.06% +15.25%
Number of hourly rates quoted 0 1 0
Nottinghamshire median hourly rate - £18.50 -
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 Nottinghamshire with a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
Nottinghamshire
Contract vacancies with a requirement for quality assurance or compliance skills 136 106 122
As % of all contract IT jobs advertised in Nottinghamshire 14.53% 11.74% 13.20%
Number of daily rates quoted 97 57 59
Nottinghamshire median daily rate £400 £400 £360
Median daily rate % change year-on-year - +11.11% -2.70%
10th Percentile £259 £272 £253
90th Percentile £598 £525 £540
East Midlands median daily rate £398 £400 £400
% change year-on-year -0.63% - +14.29%
Number of hourly rates quoted 4 6 2
Nottinghamshire median hourly rate £14.50 £15.39 £12.63
Median hourly rate % change year-on-year -5.77% +21.88% -23.48%
10th Percentile £10.11 £11.57 £11.06
90th Percentile £18.98 £25.00 £14.09
East Midlands median hourly rate £13.00 £12.28 £12.50
% change year-on-year +5.91% -1.80% -19.35%

Data Quality
Job Vacancy Trend in Nottinghamshire

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

Job vacancy trend for Data Quality in Nottinghamshire

Data Quality
Contractor Daily Rate Trend in Nottinghamshire

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

Contractor daily rate trend for Data Quality in Nottinghamshire

Data Quality
Contractor Daily Rate Histogram in Nottinghamshire

The daily rate distribution of IT jobs citing Data Quality in Nottinghamshire over the 6 months to 20 January 2018.

Contractor daily rate histogram for Data Quality in Nottinghamshire

Data Quality
Contractor Hourly Rate Trend in Nottinghamshire

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

Contractor hourly rate trend for Data Quality in Nottinghamshire

Data Quality
Contract Job Locations in Nottinghamshire

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 Nottinghamshire region over the 6 months to 20 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
Nottingham -1 6 £375 -4.94% 1
Data Quality
East Midlands

For the 6 months to 20 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 Nottinghamshire region with a requirement for Data Quality.

1 3 (42.86%) SQL
1 3 (42.86%) Data Warehouse
1 3 (42.86%) ETL
1 3 (42.86%) Finance
1 3 (42.86%) Manufacturing
2 2 (28.57%) Aerospace
2 2 (28.57%) PLM
2 2 (28.57%) Agile Software Development
2 2 (28.57%) B2B
2 2 (28.57%) PMP
2 2 (28.57%) PMI Certification
2 2 (28.57%) Informatica
2 2 (28.57%) PowerCenter
2 2 (28.57%) MOM
2 2 (28.57%) Project Management
2 2 (28.57%) Pharmaceutical
2 2 (28.57%) 21 CFR Part 11
2 2 (28.57%) GxP
2 2 (28.57%) ERP
2 2 (28.57%) Oracle
2 2 (28.57%) C#
2 2 (28.57%) C++
2 2 (28.57%) Java
2 2 (28.57%) Perl
2 2 (28.57%) SAP
2 2 (28.57%) XML
2 2 (28.57%) XSL
2 2 (28.57%) XSLT
2 2 (28.57%) UML
2 2 (28.57%) OO

Data Quality
Co-occurring IT Skills in Nottinghamshire 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:

Database & Business Intelligence
1 3 (42.86%) Data Warehouse
2 2 (28.57%) PowerCenter
Development Applications
1 2 (28.57%) Subversion
General
1 3 (42.86%) Finance
1 3 (42.86%) Manufacturing
2 2 (28.57%) Aerospace
2 2 (28.57%) Pharmaceutical
3 1 (14.29%) Legal
3 1 (14.29%) Retail
3 1 (14.29%) Telecoms
Job Titles
1 2 (28.57%) Architect
1 2 (28.57%) Informatica Architect
1 2 (28.57%) Project Manager
2 1 (14.29%) Analyst
2 1 (14.29%) Data Analyst
2 1 (14.29%) Data Migration Analyst
2 1 (14.29%) ETL Architect
2 1 (14.29%) Migration Analyst
Libraries, Frameworks & Software Standards
1 2 (28.57%) Ajax
1 2 (28.57%) XML
1 2 (28.57%) XSL
1 2 (28.57%) XSLT
Miscellaneous
1 1 (14.29%) Computer Science
1 1 (14.29%) Data Structures
1 1 (14.29%) NHS
Processes & Methodologies
1 3 (42.86%) ETL
2 2 (28.57%) Agile Software Development
2 2 (28.57%) ArchiMate
2 2 (28.57%) B2B
2 2 (28.57%) BPMN
2 2 (28.57%) Concurrent Programming
2 2 (28.57%) Data Governance
2 2 (28.57%) Dimensional Modelling
2 2 (28.57%) Enterprise Architecture
2 2 (28.57%) ERP
2 2 (28.57%) Kimball Methodology
2 2 (28.57%) KYC
2 2 (28.57%) Multithreading
2 2 (28.57%) OO
2 2 (28.57%) PLM
2 2 (28.57%) Project Management
2 2 (28.57%) QMS
2 2 (28.57%) Release Management
2 2 (28.57%) TOGAF
2 2 (28.57%) UML
Programming Languages
1 3 (42.86%) SQL
2 2 (28.57%) C#
2 2 (28.57%) C++
2 2 (28.57%) Java
2 2 (28.57%) Perl
2 2 (28.57%) Python
3 1 (14.29%) PL/SQL
Qualifications
1 2 (28.57%) Degree
1 2 (28.57%) PMI Certification
1 2 (28.57%) PMP
1 2 (28.57%) SC Cleared
1 2 (28.57%) Security Cleared
Quality Assurance & Compliance
1 2 (28.57%) 21 CFR Part 11
1 2 (28.57%) CDISC
1 2 (28.57%) GDPR
1 2 (28.57%) GxP
1 2 (28.57%) HL7
Systems Management
1 2 (28.57%) MOM
Vendors
1 2 (28.57%) Informatica
1 2 (28.57%) Oracle
1 2 (28.57%) SAP
2 1 (14.29%) PeopleSoft