The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the Southampton region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 20 February 2017 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
20 Feb 2017
Same period 2016 Same period 2015
Data Modelling
Hampshire / Southampton
Rank 18 32 49
Rank change year-on-year
+14 +17
Contract jobs citing Data Modelling 12 7 6
As % of all contract IT jobs located in Southampton 4.65% 2.67% 1.48%
As % of the Processes & Methodologies category 6.28% 3.63% 1.84%
Number of daily rates quoted 3 4 5
Median daily rate £500 £500 £375
Median daily rate % change year-on-year
- +33.33%
90% offered a daily rate of more than £460 £398 £360
10% offered a daily rate of more than £620 £550 £407
UK excluding London median daily rate £450 £438 £425
% change year-on-year
+2.85% +2.94%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £42.50 £46.58 £52.50
% change year-on-year
-8.75% -11.27%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the Southampton region.

Processes & Methodologies Category
Southampton
Contract IT job ads with a match in the
Processes & Methodologies category
191 193 326
As % of all contract IT jobs located in Southampton 74.03% 73.66% 80.30%
Number of daily rates quoted 121 128 205
Median daily rate £473 £373 £380
Median daily rate % change year-on-year
+26.84% -1.97%
90% offered a daily rate of more than £300 £263 £275
10% offered a daily rate of more than £850 £550 £550
UK excluding London median daily rate £408 £400 £400
% change year-on-year
+2.00% -
Number of hourly rates quoted 5 13 11
Median hourly rate £16.50 £15.00 £12.50
Median hourly rate % change year-on-year
+10.00% +20.00%
90% offered a hourly rate of more than £11.30 £12.50 £10.23
10% offered a hourly rate of more than £42.50 £47.50 £37.50
UK excluding London median hourly rate £35.88 £40.00 £27.50
% change year-on-year
-10.31% +45.45%

Data Modelling
Jobs Demand Trend in Southampton

The demand trend of contract jobs across the Southampton region citing Data Modelling as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in Southampton

Data Modelling
Daily Rate Trend in Southampton

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

Data Modelling Daily Rate Trend in Southampton

Data Modelling
Daily Rate Histogram in Southampton

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the Southampton region over the 3 months to 20 February 2017.

Data Modelling Daily Rate Histogram in Southampton

Data Modelling
Hourly Rate Trend in Southampton

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

Data Modelling Hourly Rate Trend in Southampton

Data Modelling
Top 30 Related IT Skills in Southampton

For the 6 months to 20 February 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 10 (55.56%) SQL
1 10 (55.56%) ETL
2 9 (50.00%) Data Management
3 8 (44.44%) Data Integration
3 8 (44.44%) Business Intelligence
3 8 (44.44%) Management Information System
4 7 (38.89%) SQL Server
4 7 (38.89%) Data Governance
5 6 (33.33%) Big Data
5 6 (33.33%) Microsoft Azure
5 6 (33.33%) Tableau
5 6 (33.33%) Power BI
5 6 (33.33%) Oracle
5 6 (33.33%) Data Warehouse
6 5 (27.78%) IBM
6 5 (27.78%) SAP
6 5 (27.78%) UML
6 5 (27.78%) Informatica
6 5 (27.78%) ESRI
6 5 (27.78%) Enterprise Data Management
6 5 (27.78%) Logical Data Model
6 5 (27.78%) Amazon AWS
6 5 (27.78%) ERD
6 5 (27.78%) Hadoop
6 5 (27.78%) NoSQL
6 5 (27.78%) Azure SQL Database
6 5 (27.78%) Event-Driven Architecture
6 5 (27.78%) PostGIS
6 5 (27.78%) IBM InfoSphere
6 5 (27.78%) Master Data Management

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 (33.33%) Microsoft Azure
2 5 (27.78%) Amazon AWS
3 3 (16.67%) IaaS
3 3 (16.67%) PaaS
Database & Business Intelligence
1 7 (38.89%) SQL Server
2 6 (33.33%) Big Data
2 6 (33.33%) Data Warehouse
2 6 (33.33%) Power BI
3 5 (27.78%) Azure SQL Database
3 5 (27.78%) Hadoop
3 5 (27.78%) IBM InfoSphere
3 5 (27.78%) NoSQL
4 2 (11.11%) Kalido
4 2 (11.11%) SQL Server Integration Services
5 1 (5.56%) BusinessObjects
5 1 (5.56%) DB2
5 1 (5.56%) QlikView
5 1 (5.56%) RDBMS
5 1 (5.56%) Relational Database
5 1 (5.56%) SAP Data Services
5 1 (5.56%) SQL Server 2005
5 1 (5.56%) SQL Server Reporting Services
5 1 (5.56%) Star Schema
Development Applications
1 1 (5.56%) ERwin
1 1 (5.56%) JIRA
1 1 (5.56%) Rational DOORS
1 1 (5.56%) Team Foundation Server
General
1 1 (5.56%) Finance
1 1 (5.56%) Retail
Job Titles
1 8 (44.44%) Architect
2 7 (38.89%) Data Architect
3 5 (27.78%) Analyst
4 3 (16.67%) Business Analyst
4 3 (16.67%) Developer
5 2 (11.11%) Analyst Developer
5 2 (11.11%) Data Analyst
5 2 (11.11%) Designer
5 2 (11.11%) Developer Analyst
5 2 (11.11%) SQL Analyst
5 2 (11.11%) SQL Data Analyst
5 2 (11.11%) SQL Developer
6 1 (5.56%) Analytics Manager
6 1 (5.56%) Big Data Architect
6 1 (5.56%) Business Transformation Analyst
6 1 (5.56%) Cloud Architect
6 1 (5.56%) Data Business Analyst
6 1 (5.56%) Knowledge Engineer
6 1 (5.56%) Service Architect
6 1 (5.56%) Transformation Analyst
Libraries, Frameworks & Software Standards
1 5 (27.78%) PostGIS
Miscellaneous
1 8 (44.44%) Management Information System
2 2 (11.11%) Analytical Skills
3 1 (5.56%) Enterprise Software
3 1 (5.56%) iSeries
3 1 (5.56%) Reference Data
Operating Systems
1 1 (5.56%) Windows
Processes & Methodologies
1 10 (55.56%) ETL
2 9 (50.00%) Data Management
3 8 (44.44%) Business Intelligence
3 8 (44.44%) Data Integration
4 7 (38.89%) Data Governance
5 5 (27.78%) Enterprise Data Management
5 5 (27.78%) ERD
5 5 (27.78%) Event-Driven Architecture
5 5 (27.78%) Logical Data Model
5 5 (27.78%) Master Data Management
5 5 (27.78%) Metadata Management
5 5 (27.78%) UML
6 4 (22.22%) Data Architecture
6 4 (22.22%) Information Management
6 4 (22.22%) ITIL
6 4 (22.22%) Service Management
6 4 (22.22%) Technical Architecture
7 3 (16.67%) Analytics
7 3 (16.67%) Knowledge Management
7 3 (16.67%) Service Design
Programming Languages
1 10 (55.56%) SQL
Qualifications
1 2 (11.11%) ISEB
Quality Assurance & Compliance
1 3 (16.67%) SLA
2 1 (5.56%) Data Quality
Vendors
1 6 (33.33%) Oracle
1 6 (33.33%) Tableau
2 5 (27.78%) ESRI
2 5 (27.78%) IBM
2 5 (27.78%) Informatica
2 5 (27.78%) SAP
3 1 (5.56%) CA Agile Central
3 1 (5.56%) Cognos