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 3 months to 24 March 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.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Data Modelling
Hampshire / Southampton
Rank 27 37 47
Rank change year-on-year +10 +10  
Contract jobs citing Data Modelling 7 4 8
As % of all contract IT jobs advertised in Southampton 2.68% 1.43% 1.87%
As % of the Processes & Methodologies category 3.41% 1.95% 2.29%
Number of daily rates quoted 2 3 7
Median daily rate £550 £600 £375
Median daily rate % change year-on-year -8.33% +60.00%  
90% offered a daily rate of more than £470 £600 £365
10% offered a daily rate of more than £630 £720 £502
UK excluding London median daily rate £438 £450 £425
% change year-on-year -2.77% +5.88%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £38.37 £49.82 £40.00
% change year-on-year -22.98% +24.55%  

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Southampton with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Southampton
Contract job vacancies with a requirement for process and methodology skills 205 205 350
As % of all contract IT job vacancies advertised in Southampton 78.54% 73.21% 81.78%
Number of daily rates quoted 126 132 242
Median daily rate £450 £375 £388
Median daily rate % change year-on-year +20.00% -3.22%  
90% offered a daily rate of more than £305 £255 £300
10% offered a daily rate of more than £850 £575 £550
UK excluding London median daily rate £410 £400 £400
% change year-on-year +2.50% -  
Number of hourly rates quoted 2 17 10
Median hourly rate £42.50 £15.00 £12.50
Median hourly rate % change year-on-year +183.33% +20.00%  
UK excluding London median hourly rate £36.00 £39.00 £30.00
% change year-on-year -7.69% +30.00%  

Data Modelling
Job Vacancy Trend in Southampton

The job posting trend of jobs advertised in Southampton citing Data Modelling as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

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 3 months to 24 March 2017.

Contractor daily rate histogram for Data Modelling in Southampton

Data Modelling
Top 30 Related IT Skills in Southampton

For the 6 months to 24 March 2017, IT contractor jobs citing Data Modelling 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 Southampton region with a requirement for Data Modelling.

1 8 (61.54%) ETL
1 8 (61.54%) Data Integration
2 7 (53.85%) SQL
2 7 (53.85%) SQL Server
2 7 (53.85%) Data Governance
3 6 (46.15%) Oracle
3 6 (46.15%) Business Intelligence
3 6 (46.15%) Data Management
3 6 (46.15%) Microsoft Azure
3 6 (46.15%) Big Data
4 5 (38.46%) Event-Driven Architecture
4 5 (38.46%) PostGIS
4 5 (38.46%) Tableau
4 5 (38.46%) Amazon AWS
4 5 (38.46%) Hadoop
4 5 (38.46%) NoSQL
4 5 (38.46%) Azure SQL Database
4 5 (38.46%) Enterprise Data Management
4 5 (38.46%) ERD
4 5 (38.46%) IBM
4 5 (38.46%) SAP
4 5 (38.46%) UML
4 5 (38.46%) Informatica
4 5 (38.46%) ESRI
4 5 (38.46%) Management Information System
4 5 (38.46%) IBM InfoSphere
4 5 (38.46%) Metadata Management
4 5 (38.46%) Power BI
4 5 (38.46%) Geospatial Data
5 4 (30.77%) Conceptual Models

Data Modelling
Top Related 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:

Cloud Services
1 6 (46.15%) Microsoft Azure
2 5 (38.46%) Amazon AWS
3 3 (23.08%) IaaS
3 3 (23.08%) PaaS
Database & Business Intelligence
1 7 (53.85%) SQL Server
2 6 (46.15%) Big Data
3 5 (38.46%) Azure SQL Database
3 5 (38.46%) Geospatial Data
3 5 (38.46%) Hadoop
3 5 (38.46%) IBM InfoSphere
3 5 (38.46%) NoSQL
3 5 (38.46%) Power BI
4 3 (23.08%) Data Warehouse
5 2 (15.38%) Kalido
6 1 (7.69%) BusinessObjects
6 1 (7.69%) DB2
6 1 (7.69%) RDBMS
6 1 (7.69%) Relational Database
6 1 (7.69%) SAP Data Services
6 1 (7.69%) SQL Server 2005
6 1 (7.69%) SQL Server Integration Services
6 1 (7.69%) Star Schema
Development Applications
1 1 (7.69%) ERwin
General
1 1 (7.69%) Retail
Job Titles
1 8 (61.54%) Architect
2 7 (53.85%) Data Architect
3 4 (30.77%) Geospatial Architect
4 2 (15.38%) Designer
5 1 (7.69%) Analytics Manager
5 1 (7.69%) Big Data Architect
5 1 (7.69%) Business Intelligence Developer
5 1 (7.69%) Cloud Architect
5 1 (7.69%) Consultant
5 1 (7.69%) Developer
5 1 (7.69%) Enterprise Architect
5 1 (7.69%) Enterprise Data Architect
5 1 (7.69%) ETL Architect
5 1 (7.69%) Knowledge Engineer
5 1 (7.69%) Service Architect
5 1 (7.69%) Service Manager
5 1 (7.69%) Technical Consultant
5 1 (7.69%) Technical Specialist
Libraries, Frameworks & Software Standards
1 5 (38.46%) PostGIS
Miscellaneous
1 5 (38.46%) Management Information System
2 2 (15.38%) Analytical Skills
3 1 (7.69%) Enterprise Software
3 1 (7.69%) iSeries
3 1 (7.69%) Reference Data
Operating Systems
1 1 (7.69%) Windows
Processes & Methodologies
1 8 (61.54%) Data Integration
1 8 (61.54%) ETL
2 7 (53.85%) Data Governance
3 6 (46.15%) Business Intelligence
3 6 (46.15%) Data Management
4 5 (38.46%) Enterprise Data Management
4 5 (38.46%) ERD
4 5 (38.46%) Event-Driven Architecture
4 5 (38.46%) Metadata Management
4 5 (38.46%) UML
5 4 (30.77%) Conceptual Models
5 4 (30.77%) Data Architecture
5 4 (30.77%) Information Management
5 4 (30.77%) Logical Data Model
5 4 (30.77%) Master Data Management
5 4 (30.77%) Technical Architecture
6 3 (23.08%) Analytics
6 3 (23.08%) ITIL
6 3 (23.08%) Knowledge Management
6 3 (23.08%) Service Management
Programming Languages
1 7 (53.85%) SQL
Quality Assurance & Compliance
1 3 (23.08%) SLA
2 1 (7.69%) Data Quality
Vendors
1 6 (46.15%) Oracle
2 5 (38.46%) ESRI
2 5 (38.46%) IBM
2 5 (38.46%) Informatica
2 5 (38.46%) SAP
2 5 (38.46%) Tableau
3 1 (7.69%) Cognos