Period
to 21 November 2017

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 21 November 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.

Data Modelling
Hampshire > Southampton
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 32 41 51
Rank change year-on-year +9 +10 +17
Contract jobs citing Data Modelling 13 11 21
As % of all contract IT jobs advertised in Southampton 2.73% 2.18% 3.04%
As % of the Processes & Methodologies category 3.82% 2.97% 3.71%
Number of daily rates quoted 3 9 16
Southampton median daily rate £450 £388 £394
Median daily rate % change year-on-year +16.13% -1.59% -7.35%
10th Percentile £340 £366 £325
90th Percentile £550 £650 £484
Hampshire median daily rate £381 £450 £425
% change year-on-year -15.28% +5.88% +9.68%
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 340 370 566
As % of all contract IT jobs advertised in Southampton 71.43% 73.41% 82.03%
Number of daily rates quoted 212 261 393
Southampton median daily rate £394 £400 £360
Median daily rate % change year-on-year -1.56% +11.11% -
10th Percentile £263 £218 £263
90th Percentile £575 £550 £525
Hampshire median daily rate £400 £400 £380
% change year-on-year - +5.26% +5.56%
Number of hourly rates quoted 13 29 41
Southampton median hourly rate £45.00 £14.00 £25.44
Median hourly rate % change year-on-year +221.43% -44.97% +11.82%
10th Percentile £17.50 £11.50 £12.75
90th Percentile £50.49 £35.20 £47.50
Hampshire median hourly rate £40.00 £38.75 £27.50
% change year-on-year +3.23% +40.91% +17.02%

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 21 November 2017.

Contractor daily rate histogram for Data Modelling in Southampton

For the 6 months to 21 November 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 (76.92%) SQL
2 9 (69.23%) Data Management
3 8 (61.54%) Oracle
3 8 (61.54%) ETL
4 7 (53.85%) Data Architecture
5 6 (46.15%) Microsoft Azure
5 6 (46.15%) Amazon AWS
5 6 (46.15%) Enterprise Data Management
5 6 (46.15%) SaaS
5 6 (46.15%) PaaS
5 6 (46.15%) PL/SQL
5 6 (46.15%) JDBC
5 6 (46.15%) EAI
5 6 (46.15%) Data Security
5 6 (46.15%) Migration
5 6 (46.15%) Enterprise Software
5 6 (46.15%) IaaS
6 5 (38.46%) Data Strategy
6 5 (38.46%) Agile Software Development
6 5 (38.46%) Analytics
6 5 (38.46%) TOGAF
7 4 (30.77%) Dimensional Modelling
7 4 (30.77%) Big Data
7 4 (30.77%) NoSQL
7 4 (30.77%) Finance
7 4 (30.77%) Kalido
7 4 (30.77%) Data Warehouse
7 4 (30.77%) Business Intelligence
7 4 (30.77%) Geospatial Data
8 3 (23.08%) Domain Models

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:

Applications
1 1 (7.69%) InDesign
1 1 (7.69%) MS Visio
Cloud Services
1 6 (46.15%) Amazon AWS
1 6 (46.15%) IaaS
1 6 (46.15%) Microsoft Azure
1 6 (46.15%) PaaS
1 6 (46.15%) SaaS
2 1 (7.69%) Adobe Creative Cloud
Database & Business Intelligence
1 4 (30.77%) Big Data
1 4 (30.77%) Data Warehouse
1 4 (30.77%) Geospatial Data
1 4 (30.77%) Kalido
1 4 (30.77%) NoSQL
2 3 (23.08%) SQL Server
3 2 (15.38%) Spatial Data
4 1 (7.69%) Data Lake
4 1 (7.69%) Enterprise Data Warehouse
4 1 (7.69%) Hadoop
Development Applications
1 1 (7.69%) ERwin
1 1 (7.69%) JIRA
General
1 4 (30.77%) Finance
2 1 (7.69%) Banking
2 1 (7.69%) Pharmaceutical
2 1 (7.69%) Retail
Job Titles
1 5 (38.46%) Architect
1 5 (38.46%) Data Architect
1 5 (38.46%) Data Modeller
2 3 (23.08%) Head of Architecture
2 3 (23.08%) Head of Data Architecture
2 3 (23.08%) Head of Information
2 3 (23.08%) Lead Architect
2 3 (23.08%) Lead Data Architect
3 1 (7.69%) Analyst
3 1 (7.69%) Asset Management Analyst
3 1 (7.69%) Asset Management Business Analyst
3 1 (7.69%) Business Analyst
3 1 (7.69%) Cloud Architect
3 1 (7.69%) Consultant
3 1 (7.69%) Data Consultant
3 1 (7.69%) Digital Analyst
3 1 (7.69%) Digital Business Analyst
3 1 (7.69%) GDPR Consultant
3 1 (7.69%) Hadoop Architect
Libraries, Frameworks & Software Standards
1 6 (46.15%) JDBC
2 1 (7.69%) Web Services
Miscellaneous
1 6 (46.15%) Enterprise Software
2 1 (7.69%) Analytical Skills
2 1 (7.69%) Management Information System
2 1 (7.69%) Reference Data
Processes & Methodologies
1 9 (69.23%) Data Management
2 8 (61.54%) ETL
3 7 (53.85%) Data Architecture
4 6 (46.15%) Data Security
4 6 (46.15%) EAI
4 6 (46.15%) Enterprise Data Management
4 6 (46.15%) Migration
5 5 (38.46%) Agile Software Development
5 5 (38.46%) Analytics
5 5 (38.46%) Data Strategy
5 5 (38.46%) TOGAF
6 4 (30.77%) Business Intelligence
6 4 (30.77%) Dimensional Modelling
7 3 (23.08%) Domain Models
7 3 (23.08%) Enterprise Architecture
7 3 (23.08%) Information Architecture
8 2 (15.38%) Data Governance
8 2 (15.38%) Data Transformation
8 2 (15.38%) Kimball Methodology
8 2 (15.38%) Technical Architecture
Programming Languages
1 10 (76.92%) SQL
2 6 (46.15%) PL/SQL
3 1 (7.69%) Java
3 1 (7.69%) Python
3 1 (7.69%) R
3 1 (7.69%) Scala
Quality Assurance & Compliance
1 1 (7.69%) GDPR
Systems Management
1 2 (15.38%) Control-M
Vendors
1 8 (61.54%) Oracle
2 2 (15.38%) Informatica
2 2 (15.38%) Microsoft
3 1 (7.69%) Adobe
3 1 (7.69%) Cloudera
3 1 (7.69%) hybris
3 1 (7.69%) OpenText