Period
to 22 October 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 22 October 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
22 Oct 2018
Same period 2017 Same period 2016
Rank 96 77 76
Rank change year-on-year -19 -1 -11
Contract jobs citing Data Analysis 28 35 31
As % of all contract IT jobs advertised in Bristol 1.34% 1.84% 1.82%
As % of the Processes & Methodologies category 1.59% 2.23% 2.15%
Number of daily rates quoted 25 25 21
Bristol median daily rate £400 £375 £325
Median daily rate % change year-on-year +6.67% +15.38% -18.75%
10th Percentile £312 £278 £290
90th Percentile £488 £464 £400
South West median daily rate £393 £406 £375
% change year-on-year -3.38% +8.33% -6.25%
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 £20.00
% change year-on-year +14.29% +75.00% -

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 1,760 1,570 1,443
As % of all contract IT jobs advertised in Bristol 84.21% 82.68% 84.53%
Number of daily rates quoted 1,184 1,064 1,042
Bristol median daily rate £410 £375 £375
Median daily rate % change year-on-year +9.33% - -
10th Percentile £275 £256 £253
90th Percentile £538 £538 £550
South West median daily rate £425 £400 £375
% change year-on-year +6.25% +6.67% -
Number of hourly rates quoted 59 43 67
Bristol median hourly rate £41.50 £28.00 £28.15
Median hourly rate % change year-on-year +48.21% -0.53% +48.16%
10th Percentile £14.58 £12.40 £12.00
90th Percentile £67.75 £49.50 £45.55
South West median hourly rate £41.53 £35.00 £35.00
% change year-on-year +18.66% - -6.67%

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 22 October 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 22 October 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 17 (60.71%) SQL
1 17 (60.71%) Microsoft Excel
2 12 (42.86%) Finance
3 9 (32.14%) Agile Software Development
4 8 (28.57%) VBA
4 8 (28.57%) SQL Server
5 7 (25.00%) Python
5 7 (25.00%) Windows
5 7 (25.00%) ETL
5 7 (25.00%) PowerShell
5 7 (25.00%) DevOps
6 6 (21.43%) Analytical Skills
6 6 (21.43%) Amazon AWS
6 6 (21.43%) Shell Script
6 6 (21.43%) Oracle
6 6 (21.43%) Unix
7 5 (17.86%) MS Visio
7 5 (17.86%) Business Intelligence
7 5 (17.86%) Microsoft
7 5 (17.86%) Banking
7 5 (17.86%) Stakeholder Management
7 5 (17.86%) Scrum
7 5 (17.86%) Korn
7 5 (17.86%) Bash Shell
7 5 (17.86%) Test Automation
7 5 (17.86%) Amazon EC2
7 5 (17.86%) Amazon S3
7 5 (17.86%) Wiki
7 5 (17.86%) Continuous Integration
7 5 (17.86%) Data Extraction

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 2 (7.14%) SharePoint
2 1 (3.57%) IIS
2 1 (3.57%) SAS
Applications
1 17 (60.71%) Microsoft Excel
2 5 (17.86%) MS Visio
3 2 (7.14%) Microsoft Office
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 Cloud Platform
Communications & Networking
1 1 (3.57%) Ethernet
Database & Business Intelligence
1 8 (28.57%) SQL Server
2 4 (14.29%) SQL Server Integration Services
3 3 (10.71%) Data Warehouse
4 2 (7.14%) Power BI
5 1 (3.57%) PostgreSQL
5 1 (3.57%) Relational Database
5 1 (3.57%) SQL Server 2008
5 1 (3.57%) SQL Server Analysis Services
5 1 (3.57%) SQL Server Reporting Services
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 12 (42.86%) Finance
2 5 (17.86%) Banking
3 2 (7.14%) Corporate Banking
3 2 (7.14%) Electronics
3 2 (7.14%) Manufacturing
3 2 (7.14%) Marketing
3 2 (7.14%) Telecoms
Job Titles
1 16 (57.14%) Analyst
2 10 (35.71%) 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
6 3 (10.71%) Business Data Analyst
6 3 (10.71%) Business Intelligence Analyst
6 3 (10.71%) Teradata Analyst
7 2 (7.14%) Data Business Analyst
7 2 (7.14%) Developer
7 2 (7.14%) Excel Analyst
7 2 (7.14%) Lead Business Analyst
7 2 (7.14%) Software Asset Manager
7 2 (7.14%) Software Manager
8 1 (3.57%) Analyst Developer
8 1 (3.57%) ETL Developer
8 1 (3.57%) SQL DBA
8 1 (3.57%) SQL Developer
Libraries, Frameworks & Software Standards
1 2 (7.14%) .NET
1 2 (7.14%) Node.js
Miscellaneous
1 6 (21.43%) Analytical Skills
2 5 (17.86%) Wiki
3 1 (3.57%) Algorithms
3 1 (3.57%) Data Structures
3 1 (3.57%) Linux Command Line
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
2 7 (25.00%) ETL
3 5 (17.86%) Build Automation
3 5 (17.86%) Business Intelligence
3 5 (17.86%) Continuous Integration
3 5 (17.86%) Data Extraction
3 5 (17.86%) Problem-Solving
3 5 (17.86%) Scrum
3 5 (17.86%) Stakeholder Management
3 5 (17.86%) Test Automation
4 4 (14.29%) Business Analysis
4 4 (14.29%) Visualisation
5 3 (10.71%) Data Mapping
5 3 (10.71%) Validation
6 2 (7.14%) Asset Management
6 2 (7.14%) Change Management
6 2 (7.14%) Migration
6 2 (7.14%) Programme Management
6 2 (7.14%) Requirements Analysis
Programming Languages
1 17 (60.71%) SQL
2 8 (28.57%) VBA
3 7 (25.00%) PowerShell
3 7 (25.00%) Python
4 6 (21.43%) Shell Script
5 5 (17.86%) Bash Shell
5 5 (17.86%) Korn
6 1 (3.57%) R
6 1 (3.57%) T-SQL
6 1 (3.57%) VB
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 6 (21.43%) Oracle
2 5 (17.86%) Microsoft
3 3 (10.71%) IBM
3 3 (10.71%) Teradata
4 2 (7.14%) SAP
4 2 (7.14%) Snow
4 2 (7.14%) Veritas
4 2 (7.14%) VMware
5 1 (3.57%) Google