Period
to 28 February 2020

The following table provides summary statistics for contract job vacancies advertised in Southampton with a requirement for Data Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Modelling over the 6 months to 28 February 2020 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 Modelling
Hampshire > Southampton
6 months to
28 Feb 2020
Same period 2019 Same period 2018
Rank 30 44 31
Rank change year-on-year +14 -13 +2
Contract jobs citing Data Modelling 16 11 13
As % of all contract IT jobs advertised in Southampton 3.40% 2.33% 3.05%
As % of the Processes & Methodologies category 4.03% 2.83% 3.53%
Number of daily rates quoted 10 4 3
Southampton median daily rate £498 £456 £350
Median daily rate % change year-on-year +9.04% +30.36% -32.63%
10th Percentile £425 £408 £315
90th Percentile £686 £497 £535
Hampshire median daily rate £500 £498 £425
% change year-on-year +0.50% +17.06% -10.53%
Number of hourly rates quoted 0 0 0
Southampton median hourly rate - - -
Hampshire median hourly rate - - £45.00

Data Modelling is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Southampton
Contract vacancies with a requirement for process or methodology skills 397 389 368
As % of all contract IT jobs advertised in Southampton 84.29% 82.42% 86.38%
Number of daily rates quoted 240 255 237
Southampton median daily rate £450 £438 £410
Median daily rate % change year-on-year +2.86% +6.71% -0.91%
10th Percentile £325 £300 £305
90th Percentile £638 £588 £575
Hampshire median daily rate £450 £445 £402
% change year-on-year +1.12% +10.63% -2.48%
Number of hourly rates quoted 13 27 17
Southampton median hourly rate £15.86 £16.00 £44.12
Median hourly rate % change year-on-year -0.88% -63.73% +204.24%
10th Percentile £11.54 £11.17 £15.11
90th Percentile £47.00 £50.00 £50.97
Hampshire median hourly rate £35.00 £33.40 £30.00
% change year-on-year +4.79% +11.33% +9.09%

Data Modelling
Job Vacancy Trend in Southampton

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

Job vacancy trend for Data Modelling in Southampton

Data Modelling
Contractor Daily Rate Trend in Southampton

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

Contractor daily rate trend for Data Modelling in Southampton

Data Modelling
Contractor Daily Rate Histogram in Southampton

The daily rate distribution of IT jobs citing Data Modelling in Southampton over the 6 months to 28 February 2020.

Contractor daily rate histogram for Data Modelling in Southampton

For the 6 months to 28 February 2020, IT contractor jobs citing Data Modelling 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 Modelling.

1 9 (56.25%) SQL
1 9 (56.25%) Finance
1 9 (56.25%) Data Analysis
2 8 (50.00%) ETL
3 6 (37.50%) Hadoop
4 5 (31.25%) Data Integration
4 5 (31.25%) Data Warehouse
4 5 (31.25%) Azure
4 5 (31.25%) Cloudera
4 5 (31.25%) Data Lake
5 4 (25.00%) Big Data
5 4 (25.00%) Azure Data Factory
5 4 (25.00%) Azure SQL Data Warehouse
5 4 (25.00%) Problem-Solving
5 4 (25.00%) Migration
5 4 (25.00%) Stakeholder Management
5 4 (25.00%) C
5 4 (25.00%) Data Migration
5 4 (25.00%) Business Analysis
6 3 (18.75%) SQL Server Integration Services
6 3 (18.75%) TDD
6 3 (18.75%) Data Management
6 3 (18.75%) Systems Analysis
6 3 (18.75%) ERD
6 3 (18.75%) Reference Data
6 3 (18.75%) Continuous Integration
6 3 (18.75%) PowerShell
6 3 (18.75%) Data Architecture
6 3 (18.75%) Test Automation
6 3 (18.75%) Scala

Data Modelling
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 3 (18.75%) Apache Spark
2 1 (6.25%) CMS
2 1 (6.25%) EPiServer
Cloud Services
1 5 (31.25%) Azure
2 4 (25.00%) Azure Data Factory
3 3 (18.75%) Power Platform
Database & Business Intelligence
1 6 (37.50%) Hadoop
2 5 (31.25%) Data Lake
2 5 (31.25%) Data Warehouse
3 4 (25.00%) Azure SQL Data Warehouse
3 4 (25.00%) Big Data
4 3 (18.75%) Apache Hive
4 3 (18.75%) Azure SQL Database
4 3 (18.75%) Impala
4 3 (18.75%) NoSQL
4 3 (18.75%) Power BI
4 3 (18.75%) SQL Server Integration Services
5 1 (6.25%) Data Mart
Development Applications
1 2 (12.50%) ER Studio
1 2 (12.50%) ERwin
1 2 (12.50%) PowerDesigner
General
1 9 (56.25%) Finance
2 1 (6.25%) Financial Institution
Job Titles
1 8 (50.00%) Analyst
2 6 (37.50%) Data Analyst
3 4 (25.00%) Business Data Analyst
4 3 (18.75%) Architect
4 3 (18.75%) Data Architect
4 3 (18.75%) Data Engineer
4 3 (18.75%) Developer
5 2 (12.50%) Business Analyst
5 2 (12.50%) Hadoop Engineer
6 1 (6.25%) .NET Developer
6 1 (6.25%) Azure Developer
6 1 (6.25%) Big Data Engineer
6 1 (6.25%) Business Intelligence Data Analyst
6 1 (6.25%) HR Analyst
6 1 (6.25%) HR Data Analyst
6 1 (6.25%) Microsoft BI Developer
6 1 (6.25%) Software Engineer
6 1 (6.25%) SQL Analyst
6 1 (6.25%) SQL BI Developer
6 1 (6.25%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 2 (12.50%) .NET
1 2 (12.50%) JSON
1 2 (12.50%) XML
1 2 (12.50%) XSD
2 1 (6.25%) .NET Framework
Miscellaneous
1 3 (18.75%) Reference Data
2 2 (12.50%) Greenfield Project
Processes & Methodologies
1 9 (56.25%) Data Analysis
2 8 (50.00%) ETL
3 5 (31.25%) Data Integration
4 4 (25.00%) Business Analysis
4 4 (25.00%) Data Migration
4 4 (25.00%) Migration
4 4 (25.00%) Problem-Solving
4 4 (25.00%) Stakeholder Management
5 3 (18.75%) Coaching
5 3 (18.75%) Data Architecture
5 3 (18.75%) Data Engineering
5 3 (18.75%) Data Ingestion
5 3 (18.75%) Data Management
5 3 (18.75%) Data Munging
5 3 (18.75%) ERD
5 3 (18.75%) ETL Development
5 3 (18.75%) Metadata Management
5 3 (18.75%) Systems Analysis
5 3 (18.75%) TDD
5 3 (18.75%) UML
Programming Languages
1 9 (56.25%) SQL
2 4 (25.00%) C
3 3 (18.75%) PowerShell
3 3 (18.75%) Python
3 3 (18.75%) Scala
3 3 (18.75%) T-SQL
4 1 (6.25%) C#
Qualifications
1 1 (6.25%) Degree
1 1 (6.25%) SC Cleared
1 1 (6.25%) Security Cleared
System Software
1 3 (18.75%) HDFS
Vendors
1 5 (31.25%) Cloudera
2 1 (6.25%) Microsoft
2 1 (6.25%) Workday