Period
to 15 December 2018

The following table provides summary statistics for contract job vacancies advertised in Bristol with a requirement for Data Analysis skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Analysis over the 6 months to 15 December 2018 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 Analysis
South West > Bristol
6 months to
15 Dec 2018
Same period 2017 Same period 2016
Rank 103 74 71
Rank change year-on-year -29 -3 -6
Contract jobs citing Data Analysis 28 41 33
As % of all contract IT jobs advertised in Bristol 1.28% 2.09% 1.95%
As % of the Processes & Methodologies category 1.51% 2.54% 2.28%
Number of daily rates quoted 25 30 23
Bristol median daily rate £400 £398 £338
Median daily rate % change year-on-year +0.63% +17.78% -15.89%
10th Percentile £243 £305 £288
90th Percentile £488 £459 £441
South West median daily rate £400 £425 £389
% change year-on-year -5.88% +9.32% -4.01%
Number of hourly rates quoted 0 1 3
Bristol median hourly rate - £13.25 £20.00
Median hourly rate % change year-on-year - -33.75% -
South West median hourly rate £40.00 £35.00 £22.00
% change year-on-year +14.29% +59.09% +6.67%

Data Analysis 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 Bristol with a requirement for process or methodology skills.

All Process and Methodology Skills
Bristol
Contract vacancies with a requirement for process or methodology skills 1,855 1,614 1,445
As % of all contract IT jobs advertised in Bristol 84.74% 82.26% 85.60%
Number of daily rates quoted 1,288 1,075 1,017
Bristol median daily rate £421 £388 £375
Median daily rate % change year-on-year +8.55% +3.33% -
10th Percentile £280 £256 £258
90th Percentile £538 £538 £565
South West median daily rate £425 £400 £375
% change year-on-year +6.25% +6.67% -
Number of hourly rates quoted 77 47 69
Bristol median hourly rate £39.00 £23.00 £25.00
Median hourly rate % change year-on-year +69.57% -8.00% +49.25%
10th Percentile £15.30 £11.90 £12.00
90th Percentile £65.85 £48.50 £46.70
South West median hourly rate £41.00 £33.00 £33.00
% change year-on-year +24.24% - -15.38%

Data Analysis
Job Vacancy Trend in Bristol

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

Job vacancy trend for Data Analysis in Bristol

Data Analysis
Contractor Daily Rate Trend in Bristol

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

Contractor daily rate trend for Data Analysis in Bristol

Data Analysis
Contractor Daily Rate Histogram in Bristol

The daily rate distribution of IT jobs citing Data Analysis in Bristol over the 6 months to 15 December 2018.

Contractor daily rate histogram for Data Analysis in Bristol

Data Analysis
Contractor Hourly Rate Trend in Bristol

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

Contractor hourly rate trend for Data Analysis in Bristol

For the 6 months to 15 December 2018, IT contractor jobs citing Data Analysis also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Bristol region with a requirement for Data Analysis.

1 16 (57.14%) Microsoft Excel
2 13 (46.43%) SQL
2 13 (46.43%) Finance
3 9 (32.14%) Agile Software Development
4 7 (25.00%) Python
4 7 (25.00%) Microsoft
4 7 (25.00%) SQL Server
4 7 (25.00%) Windows
4 7 (25.00%) PowerShell
4 7 (25.00%) DevOps
5 6 (21.43%) Programme Management
5 6 (21.43%) Amazon AWS
5 6 (21.43%) Unix
5 6 (21.43%) ETL
5 6 (21.43%) Shell Script
6 5 (17.86%) Business Intelligence
6 5 (17.86%) IBM
6 5 (17.86%) MS Visio
6 5 (17.86%) Oracle
6 5 (17.86%) VBA
6 5 (17.86%) Scrum
6 5 (17.86%) Korn
6 5 (17.86%) Bash Shell
6 5 (17.86%) Test Automation
6 5 (17.86%) Amazon EC2
6 5 (17.86%) Amazon S3
6 5 (17.86%) Data Extraction
6 5 (17.86%) Wiki
6 5 (17.86%) Continuous Integration
6 5 (17.86%) Opscode Chef

Data Analysis
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 1 (3.57%) IIS
1 1 (3.57%) SAS
1 1 (3.57%) SharePoint
1 1 (3.57%) SharePoint Server
Applications
1 16 (57.14%) Microsoft Excel
2 5 (17.86%) MS Visio
3 2 (7.14%) Microsoft Office
4 1 (3.57%) Microsoft PowerPoint
4 1 (3.57%) SPSS
Cloud Services
1 6 (21.43%) Amazon AWS
2 5 (17.86%) Amazon EC2
2 5 (17.86%) Amazon S3
2 5 (17.86%) Virtual Private Cloud
3 2 (7.14%) Microsoft Azure
4 1 (3.57%) Google Analytics
4 1 (3.57%) Google Cloud Platform
4 1 (3.57%) Google Tag Manager
Communications & Networking
1 1 (3.57%) Ethernet
Database & Business Intelligence
1 7 (25.00%) SQL Server
2 2 (7.14%) SQL Server Integration Services
3 1 (3.57%) Data Warehouse
3 1 (3.57%) Power BI
3 1 (3.57%) Relational Database
Development Applications
1 5 (17.86%) Jenkins
2 1 (3.57%) Rational DOORS
2 1 (3.57%) SQL Server Management Studio (SSMS)
2 1 (3.57%) Team Foundation Server
General
1 13 (46.43%) Finance
2 4 (14.29%) Electronics
2 4 (14.29%) Manufacturing
2 4 (14.29%) Marketing
2 4 (14.29%) Telecoms
3 3 (10.71%) Banking
4 1 (3.57%) Corporate Banking
Job Titles
1 12 (42.86%) Analyst
2 8 (28.57%) Data Analyst
3 6 (21.43%) DevOps Engineer
4 5 (17.86%) AWS DevOps
4 5 (17.86%) AWS DevOps Engineer
4 5 (17.86%) AWS Engineer
5 4 (14.29%) Business Analyst
5 4 (14.29%) Software Asset Manager
5 4 (14.29%) Software Manager
6 3 (10.71%) Business Data Analyst
7 2 (7.14%) Data Business Analyst
7 2 (7.14%) Excel Analyst
7 2 (7.14%) Lead Business Analyst
8 1 (3.57%) Customer Analyst
8 1 (3.57%) DBA
8 1 (3.57%) Senior Analyst
8 1 (3.57%) Senior Business Analyst
8 1 (3.57%) SQL DBA
8 1 (3.57%) SQL Developer
8 1 (3.57%) Systems Engineer
Libraries, Frameworks & Software Standards
1 2 (7.14%) .NET
1 2 (7.14%) Node.js
2 1 (3.57%) HTML
Miscellaneous
1 5 (17.86%) Wiki
2 4 (14.29%) Analytical Skills
3 2 (7.14%) Management Information System
4 1 (3.57%) Algorithms
4 1 (3.57%) Linux Command Line
4 1 (3.57%) User Experience
Operating Systems
1 7 (25.00%) Windows
2 6 (21.43%) Unix
3 1 (3.57%) Linux
3 1 (3.57%) Windows Server
3 1 (3.57%) Windows Server 2012
Processes & Methodologies
1 9 (32.14%) Agile Software Development
2 7 (25.00%) DevOps
3 6 (21.43%) ETL
3 6 (21.43%) Programme Management
4 5 (17.86%) Build Automation
4 5 (17.86%) Business Intelligence
4 5 (17.86%) Continuous Integration
4 5 (17.86%) Data Extraction
4 5 (17.86%) Scrum
4 5 (17.86%) Test Automation
5 4 (14.29%) Asset Management
5 4 (14.29%) Business Analysis
5 4 (14.29%) Digital Marketing
5 4 (14.29%) Software Asset Management
5 4 (14.29%) Software Licensing
5 4 (14.29%) Software Optimisation
5 4 (14.29%) Stakeholder Management
5 4 (14.29%) Visualisation
6 3 (10.71%) Data Mapping
6 3 (10.71%) Validation
Programming Languages
1 13 (46.43%) SQL
2 7 (25.00%) PowerShell
2 7 (25.00%) Python
3 6 (21.43%) Shell Script
4 5 (17.86%) Bash Shell
4 5 (17.86%) Korn
4 5 (17.86%) VBA
5 2 (7.14%) R
6 1 (3.57%) C
6 1 (3.57%) JavaScript
Qualifications
1 2 (7.14%) Security Cleared
2 1 (3.57%) Degree
2 1 (3.57%) ISEB
2 1 (3.57%) SC Cleared
Quality Assurance & Compliance
1 1 (3.57%) QA
System Software
1 1 (3.57%) Virtual Machines
Systems Management
1 5 (17.86%) Ansible
1 5 (17.86%) Opscode Chef
1 5 (17.86%) Puppet
2 1 (3.57%) SCVMM
Vendors
1 7 (25.00%) Microsoft
2 5 (17.86%) IBM
2 5 (17.86%) Oracle
3 4 (14.29%) SAP
3 4 (14.29%) Snow
3 4 (14.29%) Veritas
3 4 (14.29%) VMware
4 2 (7.14%) Google
5 1 (3.57%) Teradata