Period
to 20 July 2017

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 July 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
England > East Midlands
6 months to
20 Jul 2017
Same period 2016 Same period 2015
Rank 114 81 124
Rank change year-on-year -33 +43 -19
Contract jobs citing Data Quality 33 62 24
As % of all contract IT jobs advertised in the East Midlands 1.05% 1.92% 0.73%
As % of the Quality Assurance & Compliance category 9.79% 15.98% 6.11%
Number of daily rates quoted 17 36 17
East Midlands median daily rate £425 £325 £365
Median daily rate % change year-on-year +30.77% -10.96% +32.73%
10th Percentile £371 £225 £265
90th Percentile £548 £525 £493
England median daily rate £450 £440 £425
% change year-on-year +2.27% +3.53% -
Number of hourly rates quoted 2 3 4
East Midlands median hourly rate £18.00 £16.09 £23.25
Median hourly rate % change year-on-year +11.87% -30.80% +69.58%
10th Percentile £16.40 £15.62 £13.65
90th Percentile £19.20 £16.42 £25.00
England median hourly rate £16.50 £16.15 £21.64
% change year-on-year +2.17% -25.37% +40.66%

Data Quality is in the quality assurance and compliance skills category. The next 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 and compliance skills.

Contract Quality Assurance & Compliance Skills
East Midlands
Contract job vacancies with a requirement for quality assurance and compliance skills 337 388 393
As % of all contract IT job vacancies advertised in the East Midlands 10.72% 12.00% 11.91%
Number of daily rates quoted 205 225 221
East Midlands median daily rate £400 £413 £400
Median daily rate % change year-on-year -3.03% +3.13% +16.36%
10th Percentile £208 £250 £263
90th Percentile £538 £598 £515
England median daily rate £450 £413 £400
% change year-on-year +8.96% +3.25% -
Number of hourly rates quoted 21 23 11
East Midlands median hourly rate £35.00 £20.00 £12.50
Median hourly rate % change year-on-year +75.00% +60.00% -8.83%
10th Percentile £10.59 £9.20 £10.50
90th Percentile £52.50 £76.75 £25.00
England median hourly rate £19.00 £22.25 £21.07
% change year-on-year -14.61% +5.59% +8.06%

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 July 2017.

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 July 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
Northamptonshire +9 14 £425 -20.93% 1
Nottinghamshire -2 11 £400 +45.45%
Leicestershire -25 3 £212 -34.77%
Data Quality
England

For the 6 months to 20 July 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 East Midlands region with a requirement for Data Quality.

1 17 (51.52%) ETL
2 15 (45.45%) Migration
3 14 (42.42%) Data Migration
4 11 (33.33%) Data Structures
5 10 (30.30%) Data Modelling
6 9 (27.27%) SQL
7 8 (24.24%) Data Extraction
8 7 (21.21%) Data Management
8 7 (21.21%) Dashboard Development
9 6 (18.18%) Validation
9 6 (18.18%) Data Warehouse
9 6 (18.18%) ERP
9 6 (18.18%) Data Mapping
9 6 (18.18%) Relational Database
10 5 (15.15%) Logical Data Model
10 5 (15.15%) Physical Data Model
10 5 (15.15%) Data Visualisation
10 5 (15.15%) Visualisation
10 5 (15.15%) Data Analysis
10 5 (15.15%) CRM
10 5 (15.15%) PeopleSoft
10 5 (15.15%) Business Intelligence
11 4 (12.12%) Data Reconciliation
11 4 (12.12%) Finance
11 4 (12.12%) RDBMS
11 4 (12.12%) Cognos
11 4 (12.12%) Taxonomies
11 4 (12.12%) Infor
11 4 (12.12%) Hadoop
11 4 (12.12%) Data Governance

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 1 (3.03%) Apache Pig
Applications
1 3 (9.09%) Microsoft Excel
2 2 (6.06%) SPSS
Business Applications
1 4 (12.12%) Infor M3
2 3 (9.09%) Oracle EBS
Communications & Networking
1 1 (3.03%) Kerberos
Database & Business Intelligence
1 6 (18.18%) Data Warehouse
1 6 (18.18%) Relational Database
2 4 (12.12%) Hadoop
2 4 (12.12%) RDBMS
3 3 (9.09%) Data Lake
3 3 (9.09%) SQL Server
4 2 (6.06%) Big Data
4 2 (6.06%) MS Access
4 2 (6.06%) OLAP
5 1 (3.03%) Apache Hive
5 1 (3.03%) HBase
5 1 (3.03%) Mahout
5 1 (3.03%) PowerCenter
Development Applications
1 2 (6.06%) ERwin
1 2 (6.06%) Talend Open Studio
2 1 (3.03%) PeopleTools
General
1 4 (12.12%) Finance
Job Titles
1 16 (48.48%) Analyst
2 15 (45.45%) Data Analyst
3 6 (18.18%) Developer
4 5 (15.15%) Data Migration Analyst
4 5 (15.15%) Migration Analyst
5 4 (12.12%) Cognos Developer
6 3 (9.09%) Consultant
6 3 (9.09%) Data Quality Analyst
6 3 (9.09%) Quality Analyst
7 2 (6.06%) Architect
7 2 (6.06%) Data Architect
7 2 (6.06%) Data Consultant
7 2 (6.06%) Financial Analyst
7 2 (6.06%) Migration Consultant
7 2 (6.06%) Oracle Consultant
7 2 (6.06%) PeopleSoft Analyst
8 1 (3.03%) Informatica Developer
8 1 (3.03%) Lead Developer
8 1 (3.03%) Report Analyst
8 1 (3.03%) Senior Analyst
Libraries, Frameworks & Software Standards
1 1 (3.03%) Web Services
Miscellaneous
1 11 (33.33%) Data Structures
2 4 (12.12%) Taxonomies
2 4 (12.12%) User Experience
3 3 (9.09%) NHS
4 2 (6.06%) Analytical Skills
5 1 (3.03%) Greenfield Project
5 1 (3.03%) Reference Data
Operating Systems
1 1 (3.03%) Linux
Processes & Methodologies
1 17 (51.52%) ETL
2 15 (45.45%) Migration
3 14 (42.42%) Data Migration
4 10 (30.30%) Data Modelling
5 8 (24.24%) Data Extraction
6 7 (21.21%) Dashboard Development
6 7 (21.21%) Data Management
7 6 (18.18%) Data Mapping
7 6 (18.18%) ERP
7 6 (18.18%) Validation
8 5 (15.15%) Business Intelligence
8 5 (15.15%) CRM
8 5 (15.15%) Data Analysis
8 5 (15.15%) Data Visualisation
8 5 (15.15%) Logical Data Model
8 5 (15.15%) Physical Data Model
8 5 (15.15%) Visualisation
9 4 (12.12%) Data Governance
9 4 (12.12%) Data Reconciliation
10 3 (9.09%) Analytics
Programming Languages
1 9 (27.27%) SQL
2 2 (6.06%) PeopleCode
2 2 (6.06%) R
2 2 (6.06%) SQR
3 1 (3.03%) Java
Qualifications
1 2 (6.06%) Degree
2 1 (3.03%) PMI Certification
2 1 (3.03%) PMP
2 1 (3.03%) SC Cleared
2 1 (3.03%) Security Cleared
Quality Assurance & Compliance
1 2 (6.06%) QA
2 1 (3.03%) PMO
System Software
1 1 (3.03%) HDFS
Systems Management
1 1 (3.03%) Ambari
1 1 (3.03%) Hadoop YARN
1 1 (3.03%) Opscode Chef
1 1 (3.03%) Puppet
Vendors
1 5 (15.15%) PeopleSoft
2 4 (12.12%) Cognos
2 4 (12.12%) Infor
3 3 (9.09%) Oracle
4 2 (6.06%) Informatica
4 2 (6.06%) Talend
5 1 (3.03%) SAP