The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the Bristol region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 10 December 2016 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
10 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 51 47 54
Rank change year-on-year
-4 +7
Contract jobs citing Data Modelling 14 24 23
As % of all contract IT jobs located in Bristol 1.85% 2.88% 2.48%
As % of the Processes & Methodologies category 2.28% 3.52% 3.25%
Number of daily rates quoted 13 17 19
Median daily rate £400 £500 £425
Median daily rate % change year-on-year
-20.00% +17.64%
90% offered a daily rate of more than £300 £345 £345
10% offered a daily rate of more than £650 £600 £554
UK excluding London median daily rate £450 £425 £428
% change year-on-year
+5.88% -0.58%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £55.00 £21.00 £74.50
% change year-on-year
+161.90% -71.81%
Data Modelling
South West

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

Processes & Methodologies Category
Bristol
Contract IT job ads with a match in the
Processes & Methodologies category
614 681 707
As % of all contract IT jobs located in Bristol 81.22% 81.75% 76.35%
Number of daily rates quoted 428 523 542
Median daily rate £400 £375 £400
Median daily rate % change year-on-year
+6.66% -6.25%
90% offered a daily rate of more than £290 £300 £310
10% offered a daily rate of more than £550 £550 £545
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 17 17 27
Median hourly rate £41.50 £41.13 £47.50
Median hourly rate % change year-on-year
+0.91% -13.42%
90% offered a hourly rate of more than £13.46 £16.50 £17.20
10% offered a hourly rate of more than £75.00 £54.50 £50.00
UK excluding London median hourly rate £30.00 £34.00 £25.00
% change year-on-year
-11.76% +36.00%

Data Modelling
Jobs Demand Trend in Bristol

The demand trend of contract jobs across the Bristol 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 Bristol

Data Modelling
Daily Rate Trend in Bristol

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

Data Modelling Daily Rate Trend in Bristol

Data Modelling
Daily Rate Histogram in Bristol

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the Bristol region over the 3 months to 10 December 2016.

Data Modelling Daily Rate Histogram in Bristol

Data Modelling
Hourly Rate Trend in Bristol

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

Data Modelling Hourly Rate Trend in Bristol

Data Modelling
Top 30 Related IT Skills in Bristol

For the 6 months to 10 December 2016, 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 Bristol region with a requirement for Data Modelling.

1 10 (40.00%) SQL
2 8 (32.00%) Finance
3 7 (28.00%) Agile Software Development
3 7 (28.00%) Amazon AWS
3 7 (28.00%) Big Data
4 6 (24.00%) Event-Driven Architecture
4 6 (24.00%) Data Quality
4 6 (24.00%) NoSQL
4 6 (24.00%) Elasticsearch
4 6 (24.00%) DevOps
4 6 (24.00%) Apache Spark
4 6 (24.00%) Amazon Kinesis
4 6 (24.00%) Continuous Integration
4 6 (24.00%) .NET
4 6 (24.00%) Data Warehouse
4 6 (24.00%) Business Intelligence
5 5 (20.00%) ETL
5 5 (20.00%) E-Commerce
5 5 (20.00%) Python
5 5 (20.00%) Hadoop
5 5 (20.00%) Machine Learning
6 4 (16.00%) Scala
6 4 (16.00%) Security Cleared
6 4 (16.00%) Telecoms
6 4 (16.00%) SAP
7 3 (12.00%) SQL Server
7 3 (12.00%) TOGAF
7 3 (12.00%) Billing
7 3 (12.00%) Data Analysis
7 3 (12.00%) Data Architecture

Data Modelling
Top Related IT Skills in Bristol 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 6 (24.00%) Apache Spark
1 6 (24.00%) Elasticsearch
2 1 (4.00%) SAS
2 1 (4.00%) SharePoint
Applications
1 1 (4.00%) MS Excel
Business Applications
1 1 (4.00%) SAP Oil and Gas
Cloud Services
1 7 (28.00%) Amazon AWS
2 6 (24.00%) Amazon Kinesis
Database & Business Intelligence
1 7 (28.00%) Big Data
2 6 (24.00%) Data Warehouse
2 6 (24.00%) NoSQL
3 5 (20.00%) Hadoop
4 3 (12.00%) SQL Server
4 3 (12.00%) SQL Server Integration Services
5 2 (8.00%) BusinessObjects
5 2 (8.00%) BusinessObjects Business Intelligence
5 2 (8.00%) SQL Server 2014
5 2 (8.00%) SQL Server Analysis Services
6 1 (4.00%) Crystal Reports
6 1 (4.00%) OLAP
6 1 (4.00%) Oracle OLAP
6 1 (4.00%) QlikView
6 1 (4.00%) SAP BW
6 1 (4.00%) SQL Server 2008
6 1 (4.00%) SQL Server 2012
6 1 (4.00%) SQL Server Reporting Services
Development Applications
1 1 (4.00%) ERwin
1 1 (4.00%) SQL Server Management Studio (SSMS)
General
1 8 (32.00%) Finance
2 4 (16.00%) Telecoms
3 3 (12.00%) Billing
4 2 (8.00%) Marketing
5 1 (4.00%) Aerospace
5 1 (4.00%) Electronics
5 1 (4.00%) Manufacturing
5 1 (4.00%) Military
5 1 (4.00%) Retail
Job Titles
1 7 (28.00%) Analyst
2 6 (24.00%) Architect
2 6 (24.00%) Data Engineer
3 5 (20.00%) Data Analyst
4 4 (16.00%) Developer
5 3 (12.00%) ETL Developer
5 3 (12.00%) Report Analyst
6 2 (8.00%) Analyst Developer
6 2 (8.00%) Business Intelligence Analyst
6 2 (8.00%) Data Architect
6 2 (8.00%) Developer Analyst
6 2 (8.00%) Enterprise Infrastructure Architect
6 2 (8.00%) Enterprise Security Architect
6 2 (8.00%) Infrastructure Architect
6 2 (8.00%) Report Developer
6 2 (8.00%) Security Architect
7 1 (4.00%) Administrator
7 1 (4.00%) Business Intelligence Consultant
7 1 (4.00%) DBA
7 1 (4.00%) Information Architect
Libraries, Frameworks & Software Standards
1 6 (24.00%) .NET
2 1 (4.00%) MDX
Miscellaneous
1 3 (12.00%) Analytical Skills
1 3 (12.00%) Data Integration
2 2 (8.00%) Cryptography
2 2 (8.00%) Hybrid Cloud
2 2 (8.00%) Mobile Computing
2 2 (8.00%) Reference Data
2 2 (8.00%) Visualisation
3 1 (4.00%) Computer Science
3 1 (4.00%) Data Structures
3 1 (4.00%) Driving Licence
3 1 (4.00%) Management Information System
3 1 (4.00%) Ontologies
Processes & Methodologies
1 7 (28.00%) Agile Software Development
2 6 (24.00%) Business Intelligence
2 6 (24.00%) Continuous Integration
2 6 (24.00%) DevOps
2 6 (24.00%) Event-Driven Architecture
3 5 (20.00%) E-Commerce
3 5 (20.00%) ETL
3 5 (20.00%) Machine Learning
4 3 (12.00%) Business Analysis
4 3 (12.00%) Data Analysis
4 3 (12.00%) Data Architecture
4 3 (12.00%) TOGAF
5 2 (8.00%) Analytics
5 2 (8.00%) ArchiMate
5 2 (8.00%) BPMN
5 2 (8.00%) Data Management
5 2 (8.00%) Matrix Management
5 2 (8.00%) Matrix Organization
5 2 (8.00%) MODAF
5 2 (8.00%) Use Case
Programming Languages
1 10 (40.00%) SQL
2 5 (20.00%) Python
3 4 (16.00%) Scala
4 2 (8.00%) T-SQL
5 1 (4.00%) PL/SQL
5 1 (4.00%) VBA
Qualifications
1 4 (16.00%) Security Cleared
2 2 (8.00%) BPSS Clearance
2 2 (8.00%) SC Cleared
3 1 (4.00%) Degree
Quality Assurance & Compliance
1 6 (24.00%) Data Quality
2 1 (4.00%) SLA
Vendors
1 4 (16.00%) SAP
2 1 (4.00%) Microsoft
2 1 (4.00%) Oracle
2 1 (4.00%) Teradata