Period
to 22 November 2017

The following table provides summary statistics for contract job vacancies advertised in Tyne and Wear 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 22 November 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
North East > Tyne and Wear
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 76 153 92
Rank change year-on-year +77 -61 -3
Contract jobs citing Data Quality 15 5 14
As % of all contract IT jobs advertised in Tyne and Wear 1.63% 0.21% 0.93%
As % of the Quality Assurance & Compliance category 9.43% 1.16% 6.57%
Number of daily rates quoted 30 5 16
Tyne and Wear median daily rate £610 £400 £350
Median daily rate % change year-on-year +52.50% +14.29% +7.69%
10th Percentile £275 £340 £281
90th Percentile £755 £475 £661
North East median daily rate £610 £400 £350
% change year-on-year +52.50% +14.29% -
Number of hourly rates quoted 0 0 2
Tyne and Wear median hourly rate - - £19.50
North East median hourly rate - - £19.50

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 Tyne and Wear with a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
Tyne and Wear
Contract vacancies with a requirement for quality assurance or compliance skills 159 432 213
As % of all contract IT jobs advertised in Tyne and Wear 17.32% 18.17% 14.11%
Number of daily rates quoted 111 319 167
Tyne and Wear median daily rate £400 £320 £405
Median daily rate % change year-on-year +25.00% -20.99% +6.93%
10th Percentile £263 £213 £263
90th Percentile £588 £513 £630
North East median daily rate £375 £330 £425
% change year-on-year +13.64% -22.35% +13.33%
Number of hourly rates quoted 4 17 8
Tyne and Wear median hourly rate £23.75 £28.00 £18.00
Median hourly rate % change year-on-year -15.18% +55.56% +21.62%
10th Percentile £16.25 £10.18 £13.88
90th Percentile £98.25 £28.80 £21.38
North East median hourly rate £17.50 £28.00 £17.00
% change year-on-year -37.50% +64.71% +2.41%

Data Quality
Job Vacancy Trend in Tyne and Wear

Job postings citing Data Quality as a percentage of all IT jobs advertised in Tyne and Wear.

Job vacancy trend for Data Quality in Tyne and Wear

Data Quality
Contractor Daily Rate Trend in Tyne and Wear

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

Contractor daily rate trend for Data Quality in Tyne and Wear

Data Quality
Contractor Daily Rate Histogram in Tyne and Wear

The daily rate distribution of IT jobs citing Data Quality in Tyne and Wear over the 6 months to 22 November 2017.

Contractor daily rate histogram for Data Quality in Tyne and Wear

Data Quality
Contractor Hourly Rate Trend in Tyne and Wear

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

Contractor hourly rate trend for Data Quality in Tyne and Wear

Data Quality
Contract Job Locations in Tyne and Wear

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 Tyne and Wear region over the 6 months to 22 November 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
Newcastle upon Tyne +81 15 £610 +52.50%
Data Quality
North East

For the 6 months to 22 November 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 Tyne and Wear region with a requirement for Data Quality.

1 14 (93.33%) Business Intelligence
2 13 (86.67%) SQL
3 11 (73.33%) Data Modelling
4 10 (66.67%) BusinessObjects
4 10 (66.67%) Data Warehouse
4 10 (66.67%) Finance
4 10 (66.67%) Data Management
4 10 (66.67%) Data Architecture
4 10 (66.67%) Big Data
5 9 (60.00%) Management Information System
6 7 (46.67%) Data Governance
6 7 (46.67%) Analytics
7 6 (40.00%) HBase
7 6 (40.00%) Metadata Management
7 6 (40.00%) Enterprise Software
7 6 (40.00%) Analytical Skills
7 6 (40.00%) Enterprise Data Warehouse
7 6 (40.00%) SFIA
7 6 (40.00%) Data Lake
7 6 (40.00%) Data Strategy
7 6 (40.00%) CA
7 6 (40.00%) Informatica
7 6 (40.00%) Shell Script
7 6 (40.00%) ERwin
7 6 (40.00%) Data Security
7 6 (40.00%) PostgreSQL
7 6 (40.00%) Unix
7 6 (40.00%) Oracle
7 6 (40.00%) SAS
7 6 (40.00%) Open Source

Data Quality
Co-occurring IT Skills in Tyne and Wear 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 6 (40.00%) SAS
2 4 (26.67%) SharePoint
Applications
1 4 (26.67%) MS Visio
2 3 (20.00%) Microsoft Excel
Business Applications
1 3 (20.00%) Dynamics GP
2 1 (6.67%) Dynamics CRM
Cloud Services
1 2 (13.33%) Slack
1 2 (13.33%) Trello
Database & Business Intelligence
1 10 (66.67%) Big Data
1 10 (66.67%) BusinessObjects
1 10 (66.67%) Data Warehouse
2 6 (40.00%) Apache Hive
2 6 (40.00%) Data Lake
2 6 (40.00%) Enterprise Data Warehouse
2 6 (40.00%) Hadoop
2 6 (40.00%) HBase
2 6 (40.00%) MongoDB
2 6 (40.00%) Pentaho
2 6 (40.00%) PostgreSQL
3 4 (26.67%) Data Mining
4 3 (20.00%) ActiveReports
4 3 (20.00%) SQL Server
5 2 (13.33%) Geospatial Data
Development Applications
1 6 (40.00%) ERwin
General
1 10 (66.67%) Finance
2 3 (20.00%) General Ledger
Job Titles
1 7 (46.67%) Architect
1 7 (46.67%) Data Architect
2 6 (40.00%) Lead Architect
2 6 (40.00%) Lead Data Architect
3 4 (26.67%) Analyst
3 4 (26.67%) Business Intelligence Architect
3 4 (26.67%) Business Intelligence Lead
3 4 (26.67%) Data Analyst
3 4 (26.67%) Data Warehouse Architect
4 3 (20.00%) Report Writer
5 2 (13.33%) Technical Analyst
6 1 (6.67%) Project Manager
Libraries, Frameworks & Software Standards
1 4 (26.67%) XML
Miscellaneous
1 9 (60.00%) Management Information System
2 6 (40.00%) Analytical Skills
2 6 (40.00%) Enterprise Software
3 3 (20.00%) Data Structures
4 1 (6.67%) IVR
4 1 (6.67%) Mobile App
Operating Systems
1 6 (40.00%) Unix
Processes & Methodologies
1 14 (93.33%) Business Intelligence
2 11 (73.33%) Data Modelling
3 10 (66.67%) Data Architecture
3 10 (66.67%) Data Management
4 7 (46.67%) Analytics
4 7 (46.67%) Data Governance
5 6 (40.00%) Data Integration
5 6 (40.00%) Data Security
5 6 (40.00%) Data Strategy
5 6 (40.00%) Data Visualisation
5 6 (40.00%) Enterprise Architecture
5 6 (40.00%) Information Assurance
5 6 (40.00%) Metadata Management
5 6 (40.00%) Open Source
5 6 (40.00%) Reverse Engineering
5 6 (40.00%) SFIA
5 6 (40.00%) Visualisation
6 5 (33.33%) Data Analysis
7 4 (26.67%) Migration
7 4 (26.67%) Statistics
Programming Languages
1 13 (86.67%) SQL
2 6 (40.00%) Shell Script
3 4 (26.67%) JavaScript
Qualifications
1 3 (20.00%) Degree
2 1 (6.67%) PMI Certification
2 1 (6.67%) PMP
2 1 (6.67%) Security Cleared
Quality Assurance & Compliance
1 6 (40.00%) QA
Vendors
1 6 (40.00%) CA
1 6 (40.00%) Informatica
1 6 (40.00%) Oracle
1 6 (40.00%) Tableau
2 3 (20.00%) Microsoft