Period
to 18 November 2017

The following table provides summary statistics for contract job vacancies advertised in Gloucestershire 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 18 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
South West > Gloucestershire
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 35 70 65
Rank change year-on-year +35 -5 +6
Contract jobs citing Data Modelling 26 7 18
As % of all contract IT jobs advertised in Gloucestershire 3.95% 0.76% 1.79%
As % of the Processes & Methodologies category 4.84% 0.95% 2.32%
Number of daily rates quoted 16 4 15
Gloucestershire median daily rate £425 £483 £450
Median daily rate % change year-on-year -11.92% +7.22% -5.26%
10th Percentile £401 £359 £418
90th Percentile £481 £663 £525
South West median daily rate £438 £488 £450
% change year-on-year -10.26% +8.33% -5.26%
Number of hourly rates quoted 1 0 0
Gloucestershire median hourly rate £52.25 - -
South West median hourly rate £43.63 - -

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 Gloucestershire with a requirement for process or methodology skills.

All Process and Methodology Skills
Gloucestershire
Contract vacancies with a requirement for process or methodology skills 537 735 775
As % of all contract IT jobs advertised in Gloucestershire 81.49% 79.29% 76.88%
Number of daily rates quoted 244 431 474
Gloucestershire median daily rate £400 £388 £400
Median daily rate % change year-on-year +3.23% -3.13% +6.67%
10th Percentile £234 £219 £213
90th Percentile £546 £550 £503
South West median daily rate £400 £375 £375
% change year-on-year +6.67% - -
Number of hourly rates quoted 49 67 40
Gloucestershire median hourly rate £32.00 £38.00 £41.50
Median hourly rate % change year-on-year -15.79% -8.43% +15.28%
10th Percentile £10.50 £13.20 £25.34
90th Percentile £56.05 £46.60 £54.90
South West median hourly rate £35.00 £31.50 £38.50
% change year-on-year +11.11% -18.18% +48.08%

Data Modelling
Job Vacancy Trend in Gloucestershire

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

Job vacancy trend for Data Modelling in Gloucestershire

Data Modelling
Contractor Daily Rate Trend in Gloucestershire

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

Contractor daily rate trend for Data Modelling in Gloucestershire

Data Modelling
Contractor Daily Rate Histogram in Gloucestershire

The daily rate distribution of IT jobs citing Data Modelling in Gloucestershire over the 6 months to 18 November 2017.

Contractor daily rate histogram for Data Modelling in Gloucestershire

Data Modelling
Contractor Hourly Rate Trend in Gloucestershire

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

Contractor hourly rate trend for Data Modelling in Gloucestershire

Data Modelling
Contract Job Locations in Gloucestershire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Modelling within the Gloucestershire region over the 6 months to 18 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cheltenham +13 9 £450 -30.77%
Gloucester 0 5 £425 +13.33%
Cirencester +2 2 £425 +2.41% 1
Filton - 1 - -
Data Modelling
South West

For the 6 months to 18 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 Gloucestershire region with a requirement for Data Modelling.

1 17 (65.38%) SQL
2 16 (61.54%) Data Warehouse
2 16 (61.54%) Finance
3 14 (53.85%) Business Intelligence
4 10 (38.46%) Validation
5 9 (34.62%) Data Analysis
6 8 (30.77%) Dimensional Modelling
6 8 (30.77%) Analytical Skills
6 8 (30.77%) Teradata
7 7 (26.92%) Agile Software Development
7 7 (26.92%) SQL Server
7 7 (26.92%) Relational Database
8 6 (23.08%) Data Quality
8 6 (23.08%) BusinessObjects
8 6 (23.08%) Banking
8 6 (23.08%) Management Information System
8 6 (23.08%) Project Management
9 5 (19.23%) ERwin
9 5 (19.23%) Workflow
9 5 (19.23%) Scrum
9 5 (19.23%) Programme Management
9 5 (19.23%) XQuery
9 5 (19.23%) XForms
9 5 (19.23%) Data Mining
9 5 (19.23%) ETL
9 5 (19.23%) XML
9 5 (19.23%) XSD
9 5 (19.23%) XSL
9 5 (19.23%) Agile Project Management
9 5 (19.23%) Kimball Methodology

Data Modelling
Co-occurring IT Skills in Gloucestershire 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 2 (7.69%) SAS
2 1 (3.85%) Apache Spark
Applications
1 4 (15.38%) Microsoft Excel
2 1 (3.85%) MS Visio
Business Applications
1 2 (7.69%) Dynamics CRM
Database & Business Intelligence
1 16 (61.54%) Data Warehouse
2 7 (26.92%) Relational Database
2 7 (26.92%) SQL Server
3 6 (23.08%) BusinessObjects
4 5 (19.23%) Data Mining
5 4 (15.38%) SQL Server 2008
5 4 (15.38%) SQL Server 2012
5 4 (15.38%) SQL Server Integration Services
6 3 (11.54%) IBM InfoSphere
7 2 (7.69%) DataStage
7 2 (7.69%) DB2
7 2 (7.69%) Enterprise Data Warehouse
7 2 (7.69%) Oracle ODI
7 2 (7.69%) QualityStage
7 2 (7.69%) RDBMS
8 1 (3.85%) Apache Hive
8 1 (3.85%) Hadoop
8 1 (3.85%) Power BI
8 1 (3.85%) SQL Server Reporting Services
8 1 (3.85%) Sqoop
Development Applications
1 5 (19.23%) ERwin
General
1 16 (61.54%) Finance
2 6 (23.08%) Banking
3 4 (15.38%) Investment Banking
4 1 (3.85%) Retail
Job Titles
1 11 (42.31%) Analyst
2 9 (34.62%) Developer
3 8 (30.77%) Business Intelligence Analyst
4 5 (19.23%) Applications Developer
5 3 (11.54%) Business Intelligence Developer
5 3 (11.54%) Data Modeller
5 3 (11.54%) Technical Analyst
5 3 (11.54%) Teradata Developer
6 2 (7.69%) Analyst Developer
6 2 (7.69%) Architect
6 2 (7.69%) Data Analyst
6 2 (7.69%) Data Warehouse Analyst
6 2 (7.69%) Teradata Analyst
7 1 (3.85%) Business Analyst
7 1 (3.85%) Data Architect
7 1 (3.85%) Data Warehouse Developer
7 1 (3.85%) Developer Analyst
7 1 (3.85%) Service Analyst
7 1 (3.85%) Service Manager
7 1 (3.85%) Solutions Architect
Libraries, Frameworks & Software Standards
1 5 (19.23%) XForms
1 5 (19.23%) XML
1 5 (19.23%) XSD
1 5 (19.23%) XSL
2 1 (3.85%) MLlib
2 1 (3.85%) SparkR
Miscellaneous
1 8 (30.77%) Analytical Skills
2 6 (23.08%) Management Information System
Operating Systems
1 1 (3.85%) Linux
1 1 (3.85%) Unix
1 1 (3.85%) Windows
1 1 (3.85%) Windows Server
Processes & Methodologies
1 14 (53.85%) Business Intelligence
2 10 (38.46%) Validation
3 9 (34.62%) Data Analysis
4 8 (30.77%) Dimensional Modelling
5 7 (26.92%) Agile Software Development
6 6 (23.08%) Project Management
7 5 (19.23%) Agile Project Management
7 5 (19.23%) ETL
7 5 (19.23%) Integration Testing
7 5 (19.23%) Kimball Methodology
7 5 (19.23%) Programme Management
7 5 (19.23%) Reverse Engineering
7 5 (19.23%) Scrum
7 5 (19.23%) User Acceptance Testing
7 5 (19.23%) Workflow
8 4 (15.38%) Data Governance
8 4 (15.38%) Data Management
8 4 (15.38%) Data Migration
8 4 (15.38%) Migration
8 4 (15.38%) SDLC
Programming Languages
1 17 (65.38%) SQL
2 5 (19.23%) XPath
2 5 (19.23%) XQuery
3 2 (7.69%) PL/SQL
3 2 (7.69%) Shell Script
3 2 (7.69%) T-SQL
4 1 (3.85%) R
4 1 (3.85%) VBA
Qualifications
1 5 (19.23%) BPSS Clearance
1 5 (19.23%) SC Cleared
1 5 (19.23%) Security Cleared
2 3 (11.54%) Degree
2 3 (11.54%) HNC
2 3 (11.54%) HND
Quality Assurance & Compliance
1 6 (23.08%) Data Quality
System Software
1 1 (3.85%) HDFS
1 1 (3.85%) ISA Server
Systems Management
1 1 (3.85%) Ambari
1 1 (3.85%) Hadoop YARN
Vendors
1 8 (30.77%) Teradata
2 5 (19.23%) CA Agile Central
3 2 (7.69%) IBM
3 2 (7.69%) Netezza
3 2 (7.69%) Oracle
4 1 (3.85%) Cognos
4 1 (3.85%) Hortonworks
4 1 (3.85%) Tableau