Period
to 22 July 2017

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 6 months to 22 July 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
6 months to
22 Jul 2017
Same period 2016 Same period 2015
Rank 69 75 84
Rank change year-on-year +6 +9 -35
Contract jobs citing Data Modelling 41 30 23
As % of all contract IT jobs advertised in Bristol 2.38% 1.64% 1.29%
As % of the Processes & Methodologies category 2.91% 1.98% 1.61%
Number of daily rates quoted 25 20 14
Bristol median daily rate £400 £400 £398
Median daily rate % change year-on-year - +0.50% -6.35%
10th Percentile £315 £230 £320
90th Percentile £540 £531 £468
South West median daily rate £438 £450 £465
% change year-on-year -2.78% -3.23% +9.41%
Number of hourly rates quoted 1 0 0
Bristol median hourly rate £35.00 - -
South West median hourly rate £35.00 - -

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 1409 1512 1427
As % of all contract IT job vacancies advertised in Bristol 81.68% 82.53% 80.26%
Number of daily rates quoted 948 1099 1085
Bristol median daily rate £375 £375 £375
10th Percentile £250 £260 £263
90th Percentile £530 £538 £530
South West median daily rate £400 £375 £375
% change year-on-year +6.67% - +0.67%
Number of hourly rates quoted 37 56 32
Bristol median hourly rate £34.00 £37.50 £36.72
Median hourly rate % change year-on-year -9.33% +2.12% +101.21%
10th Percentile £11.95 £12.00 £13.90
90th Percentile £48.11 £52.21 £92.25
South West median hourly rate £40.00 £39.00 £35.00
% change year-on-year +2.56% +11.43% +42.86%

Data Modelling
Job Vacancy Trend in Bristol

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

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 6 months to 22 July 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 22 July 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 20 (48.78%) SQL
2 11 (26.83%) Data Warehouse
2 11 (26.83%) Finance
3 9 (21.95%) Oracle
4 8 (19.51%) ETL
4 8 (19.51%) Business Intelligence
4 8 (19.51%) TOGAF
4 8 (19.51%) Data Analysis
4 8 (19.51%) Analytical Skills
5 7 (17.07%) Relational Database
5 7 (17.07%) Agile Software Development
5 7 (17.07%) Data Architecture
5 7 (17.07%) SQL Server
6 6 (14.63%) Stakeholder Management
6 6 (14.63%) SQL Server Integration Services
6 6 (14.63%) Data Strategy
7 5 (12.20%) Logical Data Model
7 5 (12.20%) SQL Server Reporting Services
7 5 (12.20%) Business Analysis
7 5 (12.20%) Hadoop
7 5 (12.20%) MongoDB
7 5 (12.20%) Security Cleared
7 5 (12.20%) Reference Data
7 5 (12.20%) Migration
7 5 (12.20%) Service Delivery
7 5 (12.20%) PRINCE2
7 5 (12.20%) PL/SQL
7 5 (12.20%) Microsoft
8 4 (9.76%) Telecoms
8 4 (9.76%) PostgreSQL

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:

Applications
1 3 (7.32%) Microsoft Excel
Business Applications
1 1 (2.44%) Dynamics CRM
Cloud Services
1 4 (9.76%) Amazon AWS
2 1 (2.44%) Microsoft Azure
Communications & Networking
1 1 (2.44%) Radio Access Network
1 1 (2.44%) SMS
Database & Business Intelligence
1 11 (26.83%) Data Warehouse
2 7 (17.07%) Relational Database
2 7 (17.07%) SQL Server
3 6 (14.63%) SQL Server Integration Services
4 5 (12.20%) Hadoop
4 5 (12.20%) MongoDB
4 5 (12.20%) SQL Server Reporting Services
5 4 (9.76%) Amazon RDS
5 4 (9.76%) Oracle Database
5 4 (9.76%) Oracle Database 12c
5 4 (9.76%) PostgreSQL
6 3 (7.32%) Big Data
6 3 (7.32%) NoSQL
6 3 (7.32%) SQL Server Analysis Services
7 2 (4.88%) Apache Hive
7 2 (4.88%) Data Mining
7 2 (4.88%) HBase
7 2 (4.88%) Neo4j
7 2 (4.88%) QlikView
8 1 (2.44%) SSDT
Development Applications
1 3 (7.32%) Oracle APEX
2 1 (2.44%) ERwin
2 1 (2.44%) SQL Server Management Studio (SSMS)
General
1 11 (26.83%) Finance
2 4 (9.76%) Telecoms
3 2 (4.88%) Legal
3 2 (4.88%) Publishing
4 1 (2.44%) Banking
4 1 (2.44%) Billing
4 1 (2.44%) Electronics
4 1 (2.44%) General Ledger
4 1 (2.44%) Investment Banking
4 1 (2.44%) Manufacturing
4 1 (2.44%) Marketing
Job Titles
1 14 (34.15%) Developer
2 12 (29.27%) Architect
3 9 (21.95%) Data Architect
4 7 (17.07%) Analyst
4 7 (17.07%) Senior Architect
4 7 (17.07%) Senior Data Architect
5 4 (9.76%) Designer
5 4 (9.76%) Oracle Developer
5 4 (9.76%) SQL Developer
6 3 (7.32%) Business Intelligence Developer
6 3 (7.32%) Data Analyst
6 3 (7.32%) Data Modeller
6 3 (7.32%) SSIS Developer
6 3 (7.32%) TOGAF Architect
7 2 (4.88%) Analyst Developer
7 2 (4.88%) Applications Architect
7 2 (4.88%) Business Intelligence Analyst
7 2 (4.88%) Database Developer
7 2 (4.88%) Enterprise Architect
7 2 (4.88%) Financial Analyst
Libraries, Frameworks & Software Standards
1 1 (2.44%) .NET
1 1 (2.44%) ActiveX
1 1 (2.44%) CSS
1 1 (2.44%) HTML
1 1 (2.44%) MDX
1 1 (2.44%) WCF
1 1 (2.44%) WPF
1 1 (2.44%) XML
Miscellaneous
1 8 (19.51%) Analytical Skills
2 5 (12.20%) Reference Data
3 3 (7.32%) Linked Data
4 2 (4.88%) Data Structures
4 2 (4.88%) Management Information System
5 1 (2.44%) Enterprise Software
Operating Systems
1 1 (2.44%) Windows
Processes & Methodologies
1 8 (19.51%) Business Intelligence
1 8 (19.51%) Data Analysis
1 8 (19.51%) ETL
1 8 (19.51%) TOGAF
2 7 (17.07%) Agile Software Development
2 7 (17.07%) Data Architecture
3 6 (14.63%) Data Strategy
3 6 (14.63%) Stakeholder Management
4 5 (12.20%) Business Analysis
4 5 (12.20%) Logical Data Model
4 5 (12.20%) Migration
4 5 (12.20%) PRINCE2
4 5 (12.20%) Service Delivery
5 4 (9.76%) Data Integration
5 4 (9.76%) Data Management
5 4 (9.76%) Mentoring
5 4 (9.76%) Network Design
5 4 (9.76%) SDLC
6 3 (7.32%) Data Migration
6 3 (7.32%) Technical Architecture
Programming Languages
1 20 (48.78%) SQL
2 5 (12.20%) PL/SQL
3 3 (7.32%) C#
3 3 (7.32%) VBA
4 2 (4.88%) Tcl
5 1 (2.44%) JavaScript
5 1 (2.44%) T-SQL
5 1 (2.44%) XAML
Qualifications
1 5 (12.20%) Security Cleared
2 3 (7.32%) BPSS Clearance
2 3 (7.32%) PRINCE2 Practitioner
3 2 (4.88%) Degree
4 1 (2.44%) HNC
4 1 (2.44%) HND
4 1 (2.44%) SC Cleared
Quality Assurance & Compliance
1 4 (9.76%) Data Quality
2 3 (7.32%) Disclosure Scotland
Vendors
1 9 (21.95%) Oracle
2 5 (12.20%) Microsoft
3 2 (4.88%) Cloudera
3 2 (4.88%) MapR
3 2 (4.88%) Nuix
3 2 (4.88%) SAP
3 2 (4.88%) Splunk
3 2 (4.88%) Tableau
3 2 (4.88%) Teradata
Bristol, Avon
Hydrogen Group
Rate: £270.00 per day
Posted: 5 days ago