Period
to 20 January 2018

The following table provides summary statistics for contract job vacancies advertised in the East Midlands 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
England > East Midlands
6 months to
20 Jan 2018
Same period 2017 Same period 2016
Rank 108 111 89
Rank change year-on-year +3 -22 +23
Contract jobs citing Data Quality 34 33 50
As % of all contract IT jobs advertised in the East Midlands 1.14% 1.04% 1.60%
As % of the Quality Assurance & Compliance category 10.46% 11.30% 13.66%
Number of daily rates quoted 24 24 34
East Midlands median daily rate £450 £489 £425
Median daily rate % change year-on-year -7.98% +15.06% +15.25%
10th Percentile £366 £306 £238
90th Percentile £669 £651 £543
England median daily rate £460 £434 £450
% change year-on-year +6.05% -3.61% +5.88%
Number of hourly rates quoted 2 1 4
East Midlands median hourly rate £14.07 £18.50 £10.61
Median hourly rate % change year-on-year -23.93% +74.45% -
10th Percentile £12.65 £18.25 £9.48
90th Percentile £15.61 £18.75 £12.00
England median hourly rate £22.25 £13.25 £16.00
% change year-on-year +67.92% -17.19% -11.11%

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 the East Midlands with a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
East Midlands
Contract vacancies with a requirement for quality assurance or compliance skills 325 292 366
As % of all contract IT jobs advertised in the East Midlands 10.91% 9.23% 11.72%
Number of daily rates quoted 213 188 191
East Midlands median daily rate £398 £400 £400
Median daily rate % change year-on-year -0.63% - +14.29%
10th Percentile £250 £164 £238
90th Percentile £583 £625 £550
England median daily rate £450 £425 £413
% change year-on-year +5.88% +3.03% +3.13%
Number of hourly rates quoted 14 15 16
East Midlands median hourly rate £13.00 £12.28 £12.50
Median hourly rate % change year-on-year +5.91% -1.80% -19.35%
10th Percentile £8.44 £8.46 £9.63
90th Percentile £19.43 £30.25 £40.00
England median hourly rate £20.60 £23.34 £24.23
% change year-on-year -11.74% -3.67% +21.15%

Data Quality
Job Vacancy Trend in the East Midlands

Job postings citing Data Quality as a percentage of all IT jobs advertised in the East Midlands.

Job vacancy trend for Data Quality in the East Midlands

Data Quality
Contractor Daily Rate Trend in the East Midlands

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

Contractor daily rate trend for Data Quality in the East Midlands

Data Quality
Contractor Daily Rate Histogram in the East Midlands

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

Contractor daily rate histogram for Data Quality in the East Midlands

Data Quality
Contractor Hourly Rate Trend in the East Midlands

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

Contractor hourly rate trend for Data Quality 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 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
Derbyshire +17 13 £450 - 2
Nottinghamshire +4 7 £378 -4.31% 1
Northamptonshire -1 7 £419 -23.86%
Leicestershire -4 4 £625 - 2
Lincolnshire +3 2 - -
Data Quality
England

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 East Midlands region with a requirement for Data Quality.

1 19 (55.88%) ETL
2 16 (47.06%) Data Warehouse
3 13 (38.24%) Python
3 13 (38.24%) Manufacturing
4 12 (35.29%) PLM
5 11 (32.35%) Migration
5 11 (32.35%) SQL
5 11 (32.35%) R
5 11 (32.35%) Big Data
6 10 (29.41%) Analytics
6 10 (29.41%) Informatica
6 10 (29.41%) PowerCenter
7 9 (26.47%) ERP
7 9 (26.47%) Data Modelling
7 9 (26.47%) Data Analytics
7 9 (26.47%) Data Migration
8 8 (23.53%) User Acceptance Testing
8 8 (23.53%) Security Cleared
8 8 (23.53%) Apache Spark
8 8 (23.53%) Data Engineering
9 7 (20.59%) SC Cleared
9 7 (20.59%) Finance
10 6 (17.65%) Business Intelligence
10 6 (17.65%) SAP
10 6 (17.65%) Data Structures
11 5 (14.71%) Oracle
11 5 (14.71%) SQL Server
12 4 (11.76%) PMP
12 4 (11.76%) PMI Certification
12 4 (11.76%) MOM

Data Quality
Co-occurring 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 8 (23.53%) Apache Spark
Applications
1 1 (2.94%) Microsoft Excel
1 1 (2.94%) Microsoft Office
1 1 (2.94%) Microsoft PowerPoint
1 1 (2.94%) Spreadsheet
Business Applications
1 1 (2.94%) Oracle EBS
1 1 (2.94%) Oracle EBS R12
Database & Business Intelligence
1 16 (47.06%) Data Warehouse
2 11 (32.35%) Big Data
3 10 (29.41%) PowerCenter
4 5 (14.71%) SQL Server
5 3 (8.82%) Data Mining
6 2 (5.88%) SQL Server Integration Services
7 1 (2.94%) NoSQL
7 1 (2.94%) QlikView
7 1 (2.94%) RDBMS
7 1 (2.94%) Relational Database
7 1 (2.94%) SAP Data Services
7 1 (2.94%) SAP HANA
Development Applications
1 2 (5.88%) ERwin
1 2 (5.88%) Subversion
General
1 13 (38.24%) Manufacturing
2 7 (20.59%) Finance
3 2 (5.88%) Aerospace
3 2 (5.88%) Pharmaceutical
4 1 (2.94%) Legal
4 1 (2.94%) Retail
4 1 (2.94%) Telecoms
Job Titles
1 10 (29.41%) Analyst
2 9 (26.47%) Data Analyst
3 8 (23.53%) Data Engineer
4 4 (11.76%) Architect
5 3 (8.82%) Data Migration Analyst
5 3 (8.82%) Data Modeller
5 3 (8.82%) Data Scientist
5 3 (8.82%) Migration Analyst
6 2 (5.88%) Consultant
6 2 (5.88%) Data Architect
6 2 (5.88%) Data Consultant
6 2 (5.88%) Informatica Architect
6 2 (5.88%) Information Analyst
6 2 (5.88%) Machine Learning Scientist
6 2 (5.88%) Programme Manager
6 2 (5.88%) Project Manager
6 2 (5.88%) Senior Manager
6 2 (5.88%) Senior Programme Manager
6 2 (5.88%) SQL Analyst
6 2 (5.88%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 3 (8.82%) Natural Language Processing
2 2 (5.88%) Ajax
2 2 (5.88%) Deeplearning4j
2 2 (5.88%) MXNet
2 2 (5.88%) TensorFlow
2 2 (5.88%) Theano
2 2 (5.88%) XML
2 2 (5.88%) XSL
2 2 (5.88%) XSLT
3 1 (2.94%) Middleware
Miscellaneous
1 6 (17.65%) Data Structures
2 3 (8.82%) Analytical Skills
3 2 (5.88%) Greenfield Project
3 2 (5.88%) Mainframe
3 2 (5.88%) NHS
3 2 (5.88%) Taxonomies
4 1 (2.94%) Computer Science
4 1 (2.94%) Management Information System
Processes & Methodologies
1 19 (55.88%) ETL
2 12 (35.29%) PLM
3 11 (32.35%) Migration
4 10 (29.41%) Analytics
5 9 (26.47%) Data Analytics
5 9 (26.47%) Data Migration
5 9 (26.47%) Data Modelling
5 9 (26.47%) ERP
6 8 (23.53%) Data Engineering
6 8 (23.53%) User Acceptance Testing
7 6 (17.65%) Business Intelligence
8 4 (11.76%) Data Cleansing
8 4 (11.76%) Data Governance
8 4 (11.76%) KYC
8 4 (11.76%) Matrix Organization
8 4 (11.76%) Proactive Management
8 4 (11.76%) Project Management
8 4 (11.76%) QMS
8 4 (11.76%) Visualisation
9 3 (8.82%) Logical Data Model
Programming Languages
1 13 (38.24%) Python
2 11 (32.35%) R
2 11 (32.35%) SQL
3 2 (5.88%) C#
3 2 (5.88%) C++
3 2 (5.88%) Java
3 2 (5.88%) Perl
4 1 (2.94%) PL/SQL
4 1 (2.94%) T-SQL
4 1 (2.94%) VBA
Qualifications
1 8 (23.53%) Security Cleared
2 7 (20.59%) SC Cleared
3 4 (11.76%) Degree
3 4 (11.76%) PMI Certification
3 4 (11.76%) PMP
4 2 (5.88%) BPSS Clearance
Quality Assurance & Compliance
1 2 (5.88%) 21 CFR Part 11
1 2 (5.88%) CDISC
1 2 (5.88%) GDPR
1 2 (5.88%) GxP
1 2 (5.88%) HL7
Systems Management
1 4 (11.76%) MOM
Vendors
1 10 (29.41%) Informatica
2 6 (17.65%) SAP
3 5 (14.71%) Oracle
4 1 (2.94%) HP
4 1 (2.94%) Microsoft
4 1 (2.94%) PeopleSoft
4 1 (2.94%) Talend