Period
to 18 December 2017

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 18 December 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
East Midlands > Nottinghamshire
6 months to
18 Dec 2017
Same period 2016 Same period 2015
Rank 71 77 67
Rank change year-on-year +6 -10 -4
Contract jobs citing Data Quality 13 8 8
As % of all contract IT jobs advertised in Nottinghamshire 1.31% 0.84% 0.86%
As % of the Quality Assurance & Compliance category 9.22% 7.62% 6.02%
Number of daily rates quoted 6 4 4
Nottinghamshire median daily rate £380 £395 £325
Median daily rate % change year-on-year -3.68% +21.38% -22.39%
10th Percentile £350 £223 £313
90th Percentile £519 £514 £408
East Midlands median daily rate £400 £489 £400
% change year-on-year -18.20% +22.25% -
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 141 105 133
As % of all contract IT jobs advertised in Nottinghamshire 14.19% 11.03% 14.24%
Number of daily rates quoted 97 58 70
Nottinghamshire median daily rate £400 £405 £373
Median daily rate % change year-on-year -1.23% +8.72% +0.68%
10th Percentile £268 £293 £213
90th Percentile £598 £608 £501
East Midlands median daily rate £388 £400 £381
% change year-on-year -3.13% +4.92% +8.93%
Number of hourly rates quoted 5 7 2
Nottinghamshire median hourly rate £16.00 £18.50 £12.63
Median hourly rate % change year-on-year -13.51% +46.53% -23.48%
10th Percentile £10.53 £11.68 £11.06
90th Percentile £20.25 £25.00 £14.09
East Midlands median hourly rate £13.50 £12.28 £11.75
% change year-on-year +9.98% +4.47% -21.67%

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 18 December 2017.

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 18 December 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
Nottingham +9 11 £378 -4.31%
Data Quality
East Midlands

For the 6 months to 18 December 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 Nottinghamshire region with a requirement for Data Quality.

1 8 (61.54%) ETL
2 6 (46.15%) SQL
2 6 (46.15%) Data Mapping
3 5 (38.46%) Data Warehouse
4 4 (30.77%) PeopleSoft
4 4 (30.77%) Migration
4 4 (30.77%) Data Analysis
4 4 (30.77%) Data Migration
4 4 (30.77%) Data Reconciliation
4 4 (30.77%) Data Extraction
5 3 (23.08%) Data Structures
5 3 (23.08%) TOGAF
5 3 (23.08%) Manufacturing
5 3 (23.08%) Finance
5 3 (23.08%) Data Integration
5 3 (23.08%) NHS
5 3 (23.08%) Business Intelligence
6 2 (15.38%) B2B
6 2 (15.38%) PMP
6 2 (15.38%) PMI Certification
6 2 (15.38%) Informatica
6 2 (15.38%) PowerCenter
6 2 (15.38%) 21 CFR Part 11
6 2 (15.38%) GxP
6 2 (15.38%) MOM
6 2 (15.38%) Project Management
6 2 (15.38%) Pharmaceutical
6 2 (15.38%) SAP
6 2 (15.38%) XML
6 2 (15.38%) XSL

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 5 (38.46%) Data Warehouse
2 2 (15.38%) OLAP
2 2 (15.38%) PowerCenter
2 2 (15.38%) Relational Database
Development Applications
1 2 (15.38%) Subversion
General
1 3 (23.08%) Finance
1 3 (23.08%) Manufacturing
2 2 (15.38%) Aerospace
2 2 (15.38%) Pharmaceutical
3 1 (7.69%) Legal
3 1 (7.69%) Retail
3 1 (7.69%) Telecoms
Job Titles
1 4 (30.77%) Analyst
1 4 (30.77%) Data Analyst
1 4 (30.77%) Data Migration Analyst
1 4 (30.77%) Migration Analyst
2 3 (23.08%) Architect
3 2 (15.38%) Informatica Architect
3 2 (15.38%) Project Manager
4 1 (7.69%) Business Intelligence Lead
4 1 (7.69%) Content Designer
4 1 (7.69%) Data Architect
4 1 (7.69%) Designer
4 1 (7.69%) Developer
4 1 (7.69%) ETL Architect
4 1 (7.69%) Lead Designer
4 1 (7.69%) Lead Developer
4 1 (7.69%) PeopleSoft Analyst
4 1 (7.69%) Report Developer
4 1 (7.69%) Senior Architect
4 1 (7.69%) Senior Data Architect
Libraries, Frameworks & Software Standards
1 2 (15.38%) Ajax
1 2 (15.38%) XML
1 2 (15.38%) XSL
1 2 (15.38%) XSLT
Miscellaneous
1 3 (23.08%) Data Structures
1 3 (23.08%) NHS
2 2 (15.38%) Analytical Skills
3 1 (7.69%) Computer Science
3 1 (7.69%) Greenfield Project
3 1 (7.69%) Reference Data
Processes & Methodologies
1 8 (61.54%) ETL
2 6 (46.15%) Data Mapping
3 4 (30.77%) Data Analysis
3 4 (30.77%) Data Extraction
3 4 (30.77%) Data Migration
3 4 (30.77%) Data Reconciliation
3 4 (30.77%) Migration
4 3 (23.08%) Business Intelligence
4 3 (23.08%) Data Integration
4 3 (23.08%) TOGAF
5 2 (15.38%) B2B
5 2 (15.38%) Data Modelling
5 2 (15.38%) Dimensional Modelling
5 2 (15.38%) Enterprise Architecture
5 2 (15.38%) ERP
5 2 (15.38%) Multithreading
5 2 (15.38%) OO
5 2 (15.38%) Project Management
5 2 (15.38%) Release Management
5 2 (15.38%) UML
Programming Languages
1 6 (46.15%) SQL
2 2 (15.38%) C#
2 2 (15.38%) C++
2 2 (15.38%) Java
2 2 (15.38%) Perl
2 2 (15.38%) Python
3 1 (7.69%) PeopleCode
3 1 (7.69%) PL/SQL
3 1 (7.69%) SQR
Qualifications
1 2 (15.38%) Degree
1 2 (15.38%) PMI Certification
1 2 (15.38%) PMP
1 2 (15.38%) SC Cleared
1 2 (15.38%) Security Cleared
Quality Assurance & Compliance
1 2 (15.38%) 21 CFR Part 11
1 2 (15.38%) CDISC
1 2 (15.38%) GDPR
1 2 (15.38%) GxP
1 2 (15.38%) HL7
Systems Management
1 2 (15.38%) MOM
Vendors
1 4 (30.77%) PeopleSoft
2 2 (15.38%) Informatica
2 2 (15.38%) Oracle
2 2 (15.38%) SAP