The table below looks at the statistics for Data Quality skills in IT contracts advertised for the Hampshire region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Quality over the 3 months to 27 August 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
27 Aug 2016
Same period 2015 Same period 2014
Data Quality
Rank 115 104 118
Rank change year-on-year
-11 +14
Contract jobs citing Data Quality 3 20 5
As % of all contract IT jobs located in Hampshire 0.15% 0.92% 0.24%
As % of the Quality Assurance & Compliance category 1.81% 8.77% 2.65%
Number of daily rates quoted 2 15 1
Median daily rate £525 £475 £350
Median daily rate % change year-on-year
+10.52% +35.71%
UK excluding London median daily rate £425 £450 £400
% change year-on-year
-5.55% +12.50%
Number of hourly rates quoted 0 0 1
Median hourly rate - - £14.50
UK excluding London median hourly rate £13.25 £12.36 £16.50
% change year-on-year
+7.24% -25.12%
Data Quality
South East

The following table is for comparison with the above and provides statistics for the entire Quality Assurance & Compliance category in contract jobs advertised in the Hampshire region.

Quality Assurance & Compliance Category
Hampshire
Contract IT job ads with a match in the
Quality Assurance & Compliance category
166 228 189
As % of all contract IT jobs located in Hampshire 8.57% 10.45% 9.09%
Number of daily rates quoted 110 138 123
Median daily rate £425 £390 £335
Median daily rate % change year-on-year
+8.97% +16.41%
90% offered a daily rate of more than £288 £325 £213
10% offered a daily rate of more than £525 £525 £469
UK excluding London median daily rate £400 £405 £384
% change year-on-year
-1.23% +5.46%
Number of hourly rates quoted 12 19 12
Median hourly rate £40.00 £21.25 £21.00
Median hourly rate % change year-on-year
+88.23% +1.19%
90% offered a hourly rate of more than £14.50 £13.40 £12.75
10% offered a hourly rate of more than £41.70 £55.41 £38.50
UK excluding London median hourly rate £28.15 £24.75 £19.75
% change year-on-year
+13.73% +25.31%

Data Quality
Jobs Demand Trend in Hampshire

The demand trend of contract jobs across the Hampshire region citing Data Quality as a proportion of all IT contracts with a match in the Quality Assurance & Compliance category.

Data Quality Jobs Demand Trend in Hampshire

Data Quality
Daily Rate Trend in Hampshire

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

Data Quality Daily Rate Trend in Hampshire

Data Quality
Hourly Rate Trend in Hampshire

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

Data Quality Hourly Rate Trend in Hampshire

Data Quality
Contract Job Locations in Hampshire

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 Hampshire region over the 3 months to 27 August 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Farnborough - 1 £500 -
Data Quality
South East

Data Quality
Top 30 Related IT Skills in Hampshire

For the 6 months to 27 August 2016, 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 Hampshire region with a requirement for Data Quality.

1 9 (47.37%) Analytics
2 8 (42.11%) Data Management
3 7 (36.84%) Data Analytics
4 6 (31.58%) Data Analysis
4 6 (31.58%) Business Intelligence
5 5 (26.32%) SQL
5 5 (26.32%) Data Mining
5 5 (26.32%) Data Governance
6 4 (21.05%) Data Modelling
6 4 (21.05%) Quality Management
6 4 (21.05%) Data Security
6 4 (21.05%) Management Information System
6 4 (21.05%) Telecoms
6 4 (21.05%) Finance
7 3 (15.79%) Validation
7 3 (15.79%) Information Management
7 3 (15.79%) Data Warehouse
7 3 (15.79%) ETL
7 3 (15.79%) Oracle
7 3 (15.79%) Data Architecture
8 2 (10.53%) Marketing
8 2 (10.53%) Oracle BI EE
8 2 (10.53%) Data Migration
8 2 (10.53%) Data Cleansing
8 2 (10.53%) Data Validation
8 2 (10.53%) Data Mapping
8 2 (10.53%) SC Cleared
8 2 (10.53%) Security Cleared
8 2 (10.53%) Jenkins
8 2 (10.53%) Hadoop

Data Quality
Top Related IT Skills in Hampshire 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 (5.26%) Apache Spark
1 1 (5.26%) Elasticsearch
1 1 (5.26%) nginx
1 1 (5.26%) SAS
Applications
1 2 (10.53%) MS Excel
2 1 (5.26%) MS Office
2 1 (5.26%) MS PowerPoint
Cloud Services
1 1 (5.26%) Amazon AWS
Communications & Networking
1 2 (10.53%) ATM
Database & Business Intelligence
1 5 (26.32%) Data Mining
2 3 (15.79%) Data Warehouse
3 2 (10.53%) Hadoop
3 2 (10.53%) Oracle BI EE
3 2 (10.53%) Oracle BI Publisher
3 2 (10.53%) Oracle Database
4 1 (5.26%) Apache Cassandra
4 1 (5.26%) Big Data
4 1 (5.26%) BusinessObjects
4 1 (5.26%) Oracle Database 11g
4 1 (5.26%) Oracle Reports
4 1 (5.26%) SAS Data Integration Studio
4 1 (5.26%) SAS Enterprise Guide
4 1 (5.26%) SQL Server
4 1 (5.26%) SQL Server Analysis Services
4 1 (5.26%) SQL Server Integration Services
4 1 (5.26%) SQL Server Reporting Services
Development Applications
1 2 (10.53%) Jenkins
2 1 (5.26%) Git (software)
General
1 4 (21.05%) Finance
1 4 (21.05%) Telecoms
2 2 (10.53%) Marketing
3 1 (5.26%) Manufacturing
Job Titles
1 5 (26.32%) Analyst
2 4 (21.05%) Data Analyst
2 4 (21.05%) Developer
3 3 (15.79%) Data Quality Analyst
3 3 (15.79%) Systems Integrator
4 2 (10.53%) Architect
4 2 (10.53%) Data Architect
4 2 (10.53%) Data Manager
4 2 (10.53%) Data Quality Manager
4 2 (10.53%) Quality Analyst
4 2 (10.53%) Quality Manager
5 1 (5.26%) Administrator
5 1 (5.26%) Business Analyst
5 1 (5.26%) Consultant
5 1 (5.26%) Database Developer
5 1 (5.26%) DBA
5 1 (5.26%) Java Developer
5 1 (5.26%) Oracle DBA
5 1 (5.26%) Oracle Developer
5 1 (5.26%) Technical Consultant
Libraries, Frameworks & Software Standards
1 2 (10.53%) Middleware
1 2 (10.53%) XML
2 1 (5.26%) Kafka
2 1 (5.26%) Oracle GoldenGate
Miscellaneous
1 4 (21.05%) Management Information System
2 2 (10.53%) Analytical Skills
2 2 (10.53%) NHS
2 2 (10.53%) Visualisation
3 1 (5.26%) Data Integration
3 1 (5.26%) Data Structures
3 1 (5.26%) Life Science
Processes & Methodologies
1 9 (47.37%) Analytics
2 8 (42.11%) Data Management
3 7 (36.84%) Data Analytics
4 6 (31.58%) Business Intelligence
4 6 (31.58%) Data Analysis
5 5 (26.32%) Data Governance
6 4 (21.05%) Data Modelling
6 4 (21.05%) Data Security
6 4 (21.05%) Quality Management
7 3 (15.79%) Data Architecture
7 3 (15.79%) ETL
7 3 (15.79%) Information Management
7 3 (15.79%) Validation
8 2 (10.53%) Continuous Improvement
8 2 (10.53%) Data Cleansing
8 2 (10.53%) Data Mapping
8 2 (10.53%) Data Migration
8 2 (10.53%) Data Stewardship
8 2 (10.53%) Data Validation
8 2 (10.53%) Kalman Filter
Programming Languages
1 5 (26.32%) SQL
2 1 (5.26%) Java
2 1 (5.26%) VB
Qualifications
1 2 (10.53%) SC Cleared
1 2 (10.53%) Security Cleared
2 1 (5.26%) CLAS
2 1 (5.26%) Degree
Quality Assurance & Compliance
1 1 (5.26%) Solvency II
System Software
1 1 (5.26%) Corosync
1 1 (5.26%) Docker
1 1 (5.26%) Squid
Systems Management
1 1 (5.26%) Pacemaker
1 1 (5.26%) Puppet
Vendors
1 3 (15.79%) Oracle
2 2 (10.53%) Microsoft
2 2 (10.53%) Netezza
3 1 (5.26%) Alteryx
3 1 (5.26%) Tableau