The following table provides summary statistics for contract job vacancies advertised in Bristol 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 3 months to 30 April 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 / Bristol
3 months to
30 Apr 2017
Same period 2016 Same period 2015
Rank 53 53 52
Rank change year-on-year 0 -1  
Contract jobs citing Data Modelling 14 17 14
As % of all contract IT jobs advertised in Bristol 1.74% 1.93% 1.59%
As % of the Processes & Methodologies category 2.17% 2.38% 1.96%
Number of daily rates quoted 10 13 7
Median daily rate £400 £425 £400
Median daily rate % change year-on-year -5.88% +6.25%  
90% offered a daily rate of more than £344 £230 £335
10% offered a daily rate of more than £453 £560 £450
UK excluding London median daily rate £438 £450 £425
% change year-on-year -2.77% +5.88%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £21.00 £49.82 £31.25
% change year-on-year -57.84% +59.42%  

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Bristol with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Bristol
Contract job vacancies with a requirement for process and methodology skills 645 715 714
As % of all contract IT job vacancies advertised in Bristol 80.32% 81.16% 80.86%
Number of daily rates quoted 434 509 524
Median daily rate £400 £375 £388
Median daily rate % change year-on-year +6.66% -3.22%  
90% offered a daily rate of more than £275 £272 £289
10% offered a daily rate of more than £525 £493 £550
UK excluding London median daily rate £415 £400 £390
% change year-on-year +3.75% +2.56%  
Number of hourly rates quoted 14 27 17
Median hourly rate £37.50 £39.50 £37.74
Median hourly rate % change year-on-year -5.06% +4.66%  
90% offered a hourly rate of more than £11.00 £30.00 £31.10
10% offered a hourly rate of more than £46.69 £51.00 £41.00
UK excluding London median hourly rate £36.00 £36.00 £30.50
% change year-on-year - +18.03%  

Data Modelling
Job Vacancy Trend in Bristol

The job posting trend of jobs advertised in Bristol citing Data Modelling as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Modelling in Bristol

Data Modelling
Contractor Daily Rate Trend in Bristol

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

Contractor daily rate trend for Data Modelling in Bristol

Data Modelling
Contractor Daily Rate Histogram in Bristol

The daily rate distribution of IT jobs citing Data Modelling in Bristol over the 3 months to 30 April 2017.

Contractor daily rate histogram for Data Modelling in Bristol

Data Modelling
Contractor Hourly Rate Trend in Bristol

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

Contractor hourly rate trend for Data Modelling in Bristol

For the 6 months to 30 April 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 12 (41.38%) Agile Software Development
2 11 (37.93%) SQL
3 10 (34.48%) Analytical Skills
4 8 (27.59%) Data Management
4 8 (27.59%) Finance
5 7 (24.14%) Data Analysis
5 7 (24.14%) PRINCE2
5 7 (24.14%) Business Analysis
5 7 (24.14%) Hadoop
5 7 (24.14%) Big Data
6 6 (20.69%) Data Quality
6 6 (20.69%) Reference Data
6 6 (20.69%) Data Structures
7 5 (17.24%) Security Cleared
7 5 (17.24%) Data Warehouse
7 5 (17.24%) Business Intelligence
7 5 (17.24%) Microsoft
7 5 (17.24%) .NET
7 5 (17.24%) SQL Server
7 5 (17.24%) Telecoms
8 4 (13.79%) VBA
8 4 (13.79%) Python
8 4 (13.79%) E-Commerce
8 4 (13.79%) ETL
8 4 (13.79%) Data Architecture
8 4 (13.79%) Data Integration
8 4 (13.79%) SQL Server Reporting Services
8 4 (13.79%) SQL Server Integration Services
8 4 (13.79%) Continuous Integration
8 4 (13.79%) SQL Server Analysis Services

Data Modelling
Co-occurring 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 4 (13.79%) Apache Spark
1 4 (13.79%) Elasticsearch
Applications
1 3 (10.34%) Microsoft Excel
Business Applications
1 1 (3.45%) SAP Oil and Gas
Cloud Services
1 4 (13.79%) Amazon AWS
1 4 (13.79%) Amazon Kinesis
Communications & Networking
1 1 (3.45%) Internet
1 1 (3.45%) Radio Access Network
Database & Business Intelligence
1 7 (24.14%) Big Data
1 7 (24.14%) Hadoop
2 5 (17.24%) Data Warehouse
2 5 (17.24%) SQL Server
3 4 (13.79%) NoSQL
3 4 (13.79%) SQL Server Analysis Services
3 4 (13.79%) SQL Server Integration Services
3 4 (13.79%) SQL Server Reporting Services
4 3 (10.34%) Apache Hive
4 3 (10.34%) HBase
4 3 (10.34%) MongoDB
4 3 (10.34%) Neo4j
4 3 (10.34%) SQL Server 2008
4 3 (10.34%) SQL Server 2012
4 3 (10.34%) SQL Server 2014
5 2 (6.90%) BusinessObjects
5 2 (6.90%) Data Mining
5 2 (6.90%) Relational Database
6 1 (3.45%) QlikView
Development Applications
1 3 (10.34%) SQL Server Management Studio (SSMS)
2 2 (6.90%) ERwin
General
1 8 (27.59%) Finance
2 5 (17.24%) Telecoms
3 3 (10.34%) Legal
4 2 (6.90%) Billing
4 2 (6.90%) Publishing
5 1 (3.45%) Banking
5 1 (3.45%) Electronics
5 1 (3.45%) General Ledger
5 1 (3.45%) Investment Banking
5 1 (3.45%) Manufacturing
5 1 (3.45%) Marketing
Job Titles
1 7 (24.14%) Analyst
1 7 (24.14%) Architect
2 5 (17.24%) Data Architect
3 4 (13.79%) Data Engineer
3 4 (13.79%) Developer
4 3 (10.34%) Administrator
4 3 (10.34%) Business Intelligence Analyst
4 3 (10.34%) Data Analyst
4 3 (10.34%) Data Modeller
4 3 (10.34%) DBA
4 3 (10.34%) SQL DBA
4 3 (10.34%) TOGAF Architect
5 2 (6.90%) ETL Architect
5 2 (6.90%) Financial Analyst
5 2 (6.90%) SQL Analyst
5 2 (6.90%) SQL Developer
6 1 (3.45%) Senior Hadoop Architect
6 1 (3.45%) SSIS Developer
6 1 (3.45%) SSRS Developer
6 1 (3.45%) Teradata Analyst
Libraries, Frameworks & Software Standards
1 5 (17.24%) .NET
2 1 (3.45%) ActiveX
2 1 (3.45%) MDX
2 1 (3.45%) WCF
2 1 (3.45%) WPF
Miscellaneous
1 10 (34.48%) Analytical Skills
2 6 (20.69%) Data Structures
2 6 (20.69%) Reference Data
3 4 (13.79%) Greenfield Project
4 3 (10.34%) Linked Data
4 3 (10.34%) Management Information System
5 1 (3.45%) Enterprise Software
Operating Systems
1 1 (3.45%) Windows
Processes & Methodologies
1 12 (41.38%) Agile Software Development
2 8 (27.59%) Data Management
3 7 (24.14%) Business Analysis
3 7 (24.14%) Data Analysis
3 7 (24.14%) PRINCE2
4 5 (17.24%) Business Intelligence
5 4 (13.79%) Continuous Integration
5 4 (13.79%) Data Architecture
5 4 (13.79%) Data Integration
5 4 (13.79%) DevOps
5 4 (13.79%) E-Commerce
5 4 (13.79%) ETL
5 4 (13.79%) Event-Driven Architecture
5 4 (13.79%) Machine Learning
5 4 (13.79%) SDLC
6 3 (10.34%) Data Enrichment
6 3 (10.34%) ITIL
6 3 (10.34%) Reference Data Management
6 3 (10.34%) TOGAF
7 2 (6.90%) Validation
Programming Languages
1 11 (37.93%) SQL
2 4 (13.79%) Python
2 4 (13.79%) Scala
2 4 (13.79%) VBA
3 3 (10.34%) T-SQL
4 1 (3.45%) C#
4 1 (3.45%) XAML
Qualifications
1 5 (17.24%) Security Cleared
2 3 (10.34%) PRINCE2 Practitioner
2 3 (10.34%) SC Cleared
3 2 (6.90%) Degree
4 1 (3.45%) BPSS Clearance
4 1 (3.45%) HNC
4 1 (3.45%) HND
Quality Assurance & Compliance
1 6 (20.69%) Data Quality
2 1 (3.45%) IFRS
Vendors
1 5 (17.24%) Microsoft
2 3 (10.34%) Cloudera
2 3 (10.34%) MapR
2 3 (10.34%) Nuix
2 3 (10.34%) SAP
2 3 (10.34%) Splunk
3 2 (6.90%) Teradata
Bristol
People Source Consulting
Posted: 20 days ago