Period
to 17 November 2018

The following table provides summary statistics for contract job vacancies advertised in Southampton 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 17 November 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
Hampshire > Southampton
6 months to
17 Nov 2018
Same period 2017 Same period 2016
Rank 65 49 53
Rank change year-on-year -16 +4 +15
Contract jobs citing Data Quality 2 1 2
As % of all contract IT jobs advertised in Southampton 0.38% 0.21% 0.39%
As % of the Quality Assurance & Compliance category 4.88% 1.85% 2.90%
Number of daily rates quoted 1 0 0
Southampton median daily rate £500 - -
Hampshire median daily rate £420 £475 £280
% change year-on-year -11.58% +69.64% -41.05%
Number of hourly rates quoted 0 0 2
Southampton median hourly rate - - £12.25
Hampshire median hourly rate - £16.75 £12.25
% change year-on-year - +36.73% -

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 Southampton with a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
Southampton
Contract vacancies with a requirement for quality assurance or compliance skills 41 54 69
As % of all contract IT jobs advertised in Southampton 7.87% 11.39% 13.42%
Number of daily rates quoted 25 32 44
Southampton median daily rate £400 £425 £420
Median daily rate % change year-on-year -5.88% +1.19% +12.00%
10th Percentile £216 £277 £271
90th Percentile £556 £573 £588
Hampshire median daily rate £400 £400 £375
% change year-on-year - +6.67% -3.23%
Number of hourly rates quoted 4 4 13
Southampton median hourly rate £13.50 £46.64 £12.50
Median hourly rate % change year-on-year -71.05% +273.12% -7.41%
10th Percentile £13.00 £42.70 £11.80
90th Percentile £33.43 £50.35 £15.00
Hampshire median hourly rate £20.08 £34.00 £28.75
% change year-on-year -40.96% +18.26% +43.75%

Data Quality
Job Vacancy Trend in Southampton

Job postings citing Data Quality as a percentage of all IT jobs advertised in Southampton.

Job vacancy trend for Data Quality in Southampton

Data Quality
Contractor Daily Rate Trend in Southampton

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

Contractor daily rate trend for Data Quality in Southampton

Data Quality
Contractor Hourly Rate Trend in Southampton

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

Contractor hourly rate trend for Data Quality in Southampton

For the 6 months to 17 November 2018, IT contractor jobs citing Data Quality also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Southampton region with a requirement for Data Quality.

1 2 (100.00%) Data Architecture
1 2 (100.00%) ETL
1 2 (100.00%) Migration
1 2 (100.00%) Data Migration
2 1 (50.00%) Data Cleansing
2 1 (50.00%) Data Integration
2 1 (50.00%) Visual Studio Team System
2 1 (50.00%) Agile Software Development
2 1 (50.00%) SQL Server Integration Services
2 1 (50.00%) Requirements Analysis
2 1 (50.00%) Wealth Management
2 1 (50.00%) ERD
2 1 (50.00%) SQL
2 1 (50.00%) SQL Server
2 1 (50.00%) Apache
2 1 (50.00%) Python
2 1 (50.00%) Data Warehouse
2 1 (50.00%) Data Modelling
2 1 (50.00%) Business Intelligence
2 1 (50.00%) Microsoft
2 1 (50.00%) GAP Analysis
2 1 (50.00%) Finance
2 1 (50.00%) Apache Solr
2 1 (50.00%) Scala
2 1 (50.00%) Hadoop
2 1 (50.00%) Microsoft Azure
2 1 (50.00%) Open Source
2 1 (50.00%) NoSQL
2 1 (50.00%) Azure SQL Database
2 1 (50.00%) Big Data

Data Quality
Co-occurring IT Skills in Southampton 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 (50.00%) Apache
1 1 (50.00%) Apache Solr
1 1 (50.00%) Apache Spark
1 1 (50.00%) Elasticsearch
Cloud Services
1 1 (50.00%) Microsoft Azure
Database & Business Intelligence
1 1 (50.00%) Azure SQL Data Warehouse
1 1 (50.00%) Azure SQL Database
1 1 (50.00%) Big Data
1 1 (50.00%) Cosmos DB
1 1 (50.00%) Data Lake
1 1 (50.00%) Data Warehouse
1 1 (50.00%) Geospatial Data
1 1 (50.00%) Hadoop
1 1 (50.00%) NoSQL
1 1 (50.00%) SQL Server
1 1 (50.00%) SQL Server Integration Services
Development Applications
1 1 (50.00%) Visual Studio Team System
General
1 1 (50.00%) Finance
Job Titles
1 1 (50.00%) Analyst
1 1 (50.00%) Architect
1 1 (50.00%) Azure Architect
1 1 (50.00%) Data Analyst
1 1 (50.00%) Data Analytics Architect
1 1 (50.00%) Data Architect
1 1 (50.00%) ETL Analyst
1 1 (50.00%) Migration Analyst
1 1 (50.00%) Solutions Architect
1 1 (50.00%) SQL Analyst
1 1 (50.00%) SQL Data Analyst
1 1 (50.00%) SQL Server Analyst
1 1 (50.00%) SSIS Analyst
Libraries, Frameworks & Software Standards
1 1 (50.00%) Kafka
Miscellaneous
1 1 (50.00%) Fintech
Processes & Methodologies
1 2 (100.00%) Data Architecture
1 2 (100.00%) Data Migration
1 2 (100.00%) ETL
1 2 (100.00%) Migration
2 1 (50.00%) Agile Software Development
2 1 (50.00%) Analytics
2 1 (50.00%) Business Intelligence
2 1 (50.00%) Data Analytics
2 1 (50.00%) Data Cleansing
2 1 (50.00%) Data Integration
2 1 (50.00%) Data Modelling
2 1 (50.00%) Data Transformation
2 1 (50.00%) DevOps
2 1 (50.00%) ERD
2 1 (50.00%) ETL Development
2 1 (50.00%) GAP Analysis
2 1 (50.00%) Master Data Management
2 1 (50.00%) Open Source
2 1 (50.00%) Requirements Analysis
2 1 (50.00%) Wealth Management
Programming Languages
1 1 (50.00%) Python
1 1 (50.00%) Scala
1 1 (50.00%) SQL
Vendors
1 1 (50.00%) Databricks
1 1 (50.00%) Microsoft