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 27 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
27 Feb 2017
Same period 2016 Same period 2015
Data Modelling
South West / Bristol
Rank 58 46 44
Rank change year-on-year
-12 -2
Contract jobs citing Data Modelling 12 27 32
As % of all contract IT jobs located in Bristol 1.42% 3.07% 3.65%
As % of the Processes & Methodologies category 1.78% 3.73% 4.53%
Number of daily rates quoted 10 24 18
Median daily rate £369 £425 £413
Median daily rate % change year-on-year
-13.23% +3.03%
90% offered a daily rate of more than £311 £262 £310
10% offered a daily rate of more than £525 £509 £542
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 £43.75 £49.50
% change year-on-year
-2.85% -11.61%

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
674 724 707
As % of all contract IT jobs located in Bristol 79.95% 82.27% 80.62%
Number of daily rates quoted 457 536 528
Median daily rate £375 £375 £400
Median daily rate % change year-on-year
- -6.25%
90% offered a daily rate of more than £250 £297 £275
10% offered a daily rate of more than £525 £514 £515
UK excluding London median daily rate £408 £400 £399
% change year-on-year
+1.87% +0.29%
Number of hourly rates quoted 21 29 10
Median hourly rate £37.50 £37.50 £41.00
Median hourly rate % change year-on-year
- -8.53%
90% offered a hourly rate of more than £11.00 £15.25 £12.95
10% offered a hourly rate of more than £47.50 £50.00 £52.25
UK excluding London median hourly rate £36.00 £40.00 £29.00
% change year-on-year
-10.00% +37.93%

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 27 February 2017.

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 27 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 Bristol region with a requirement for Data Modelling.

1 10 (37.04%) SQL
1 10 (37.04%) Agile Software Development
2 9 (33.33%) Big Data
2 9 (33.33%) Analytical Skills
3 8 (29.63%) Hadoop
3 8 (29.63%) Data Management
4 7 (25.93%) Data Quality
5 6 (22.22%) NoSQL
5 6 (22.22%) Amazon AWS
5 6 (22.22%) Security Cleared
5 6 (22.22%) Continuous Integration
5 6 (22.22%) Apache Spark
5 6 (22.22%) Data Structures
5 6 (22.22%) Amazon Kinesis
5 6 (22.22%) Event-Driven Architecture
5 6 (22.22%) Elasticsearch
5 6 (22.22%) .NET
5 6 (22.22%) Data Analysis
5 6 (22.22%) DevOps
6 5 (18.52%) Business Analysis
6 5 (18.52%) Finance
6 5 (18.52%) SQL Server
6 5 (18.52%) Python
6 5 (18.52%) Data Warehouse
6 5 (18.52%) E-Commerce
6 5 (18.52%) Machine Learning
6 5 (18.52%) Reference Data
6 5 (18.52%) Data Integration
6 5 (18.52%) Data Architecture
7 4 (14.81%) SC Cleared

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 (22.22%) Apache Spark
1 6 (22.22%) Elasticsearch
2 1 (3.70%) SAS
2 1 (3.70%) SharePoint
Applications
1 3 (11.11%) MS Excel
Cloud Services
1 6 (22.22%) Amazon AWS
1 6 (22.22%) Amazon Kinesis
Communications & Networking
1 1 (3.70%) Internet
1 1 (3.70%) Radio Access Network
Database & Business Intelligence
1 9 (33.33%) Big Data
2 8 (29.63%) Hadoop
3 6 (22.22%) NoSQL
4 5 (18.52%) Data Warehouse
4 5 (18.52%) SQL Server
5 4 (14.81%) SQL Server 2014
5 4 (14.81%) SQL Server Analysis Services
5 4 (14.81%) SQL Server Integration Services
6 3 (11.11%) Apache Hive
6 3 (11.11%) HBase
6 3 (11.11%) MongoDB
6 3 (11.11%) Neo4j
6 3 (11.11%) SQL Server 2008
6 3 (11.11%) SQL Server 2012
6 3 (11.11%) SQL Server Reporting Services
7 2 (7.41%) BusinessObjects
7 2 (7.41%) QlikView
8 1 (3.70%) Crystal Reports
8 1 (3.70%) OLAP
8 1 (3.70%) Oracle OLAP
Development Applications
1 3 (11.11%) SQL Server Management Studio (SSMS)
2 2 (7.41%) ERwin
General
1 5 (18.52%) Finance
2 3 (11.11%) Legal
2 3 (11.11%) Telecoms
3 2 (7.41%) Billing
4 1 (3.70%) Marketing
4 1 (3.70%) Retail
Job Titles
1 8 (29.63%) Architect
2 7 (25.93%) Analyst
3 6 (22.22%) Data Architect
3 6 (22.22%) Data Engineer
4 3 (11.11%) Administrator
4 3 (11.11%) Business Intelligence Analyst
4 3 (11.11%) Data Analyst
4 3 (11.11%) Data Modeller
4 3 (11.11%) DBA
4 3 (11.11%) SQL DBA
4 3 (11.11%) TOGAF Architect
5 2 (7.41%) ETL Architect
5 2 (7.41%) SQL Analyst
6 1 (3.70%) Data Analytics Architect
6 1 (3.70%) Data Integration Architect
6 1 (3.70%) Enterprise Security Architect
6 1 (3.70%) Financial Analyst
6 1 (3.70%) Senior Architect
6 1 (3.70%) Senior Data Architect
6 1 (3.70%) Senior Hadoop Architect
Libraries, Frameworks & Software Standards
1 6 (22.22%) .NET
2 1 (3.70%) MDX
Miscellaneous
1 9 (33.33%) Analytical Skills
2 6 (22.22%) Data Structures
3 5 (18.52%) Reference Data
4 3 (11.11%) Management Information System
5 1 (3.70%) Driving Licence
5 1 (3.70%) Hybrid Cloud
5 1 (3.70%) Mobile Computing
Processes & Methodologies
1 10 (37.04%) Agile Software Development
2 8 (29.63%) Data Management
3 6 (22.22%) Continuous Integration
3 6 (22.22%) Data Analysis
3 6 (22.22%) DevOps
3 6 (22.22%) Event-Driven Architecture
4 5 (18.52%) Business Analysis
4 5 (18.52%) Data Architecture
4 5 (18.52%) Data Integration
4 5 (18.52%) E-Commerce
4 5 (18.52%) Machine Learning
5 4 (14.81%) ETL
5 4 (14.81%) ITIL
5 4 (14.81%) PRINCE2
5 4 (14.81%) TOGAF
6 3 (11.11%) Business Intelligence
6 3 (11.11%) Data Enrichment
6 3 (11.11%) Reference Data Management
6 3 (11.11%) SDLC
7 2 (7.41%) Data Migration
Programming Languages
1 10 (37.04%) SQL
2 5 (18.52%) Python
3 4 (14.81%) Scala
3 4 (14.81%) T-SQL
4 2 (7.41%) VBA
5 1 (3.70%) PL/SQL
Qualifications
1 6 (22.22%) Security Cleared
2 4 (14.81%) SC Cleared
3 2 (7.41%) BPSS Clearance
4 1 (3.70%) Degree
Quality Assurance & Compliance
1 7 (25.93%) Data Quality
2 2 (7.41%) IFRS
3 1 (3.70%) SLA
Vendors
1 3 (11.11%) Cloudera
1 3 (11.11%) MapR
1 3 (11.11%) Microsoft
1 3 (11.11%) Nuix
1 3 (11.11%) SAP
1 3 (11.11%) Splunk
2 1 (3.70%) Oracle
2 1 (3.70%) Teradata