Period
to 19 August 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 19 August 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
19 Aug 2018
Same period 2017 Same period 2016
Rank 104 83 71
Rank change year-on-year -21 -12 -4
Contract jobs citing Data Analysis 17 27 31
As % of all contract IT jobs advertised in Bristol 0.90% 1.57% 1.76%
As % of the Processes & Methodologies category 1.06% 1.90% 2.07%
Number of daily rates quoted 16 19 21
Bristol median daily rate £400 £375 £325
Median daily rate % change year-on-year +6.67% +15.38% -7.14%
10th Percentile £273 £246 £300
90th Percentile £488 £494 £456
South West median daily rate £400 £380 £420
% change year-on-year +5.26% -9.52% +12.00%
Number of hourly rates quoted 0 1 1
Bristol median hourly rate - £13.25 £20.00
Median hourly rate % change year-on-year - -33.75% -
South West median hourly rate £40.00 £33.75 £14.50
% change year-on-year +18.52% +132.76% -

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 1,597 1,422 1,494
As % of all contract IT jobs advertised in Bristol 84.32% 82.63% 85.03%
Number of daily rates quoted 1,094 948 1,080
Bristol median daily rate £401 £375 £375
Median daily rate % change year-on-year +7.00% - -
10th Percentile £273 £251 £250
90th Percentile £538 £530 £550
South West median daily rate £420 £400 £375
% change year-on-year +5.00% +6.67% -
Number of hourly rates quoted 51 41 63
Bristol median hourly rate £41.00 £35.00 £37.50
Median hourly rate % change year-on-year +17.14% -6.67% +38.89%
10th Percentile £12.75 £12.50 £12.13
90th Percentile £52.50 £46.69 £46.90
South West median hourly rate £41.00 £39.50 £37.50
% change year-on-year +3.80% +5.33% +4.17%

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 19 August 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 19 August 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 15 (88.24%) SQL
2 10 (58.82%) Microsoft Excel
3 8 (47.06%) Finance
4 6 (35.29%) Analytical Skills
5 5 (29.41%) SQL Server
5 5 (29.41%) VBA
5 5 (29.41%) Data Warehouse
5 5 (29.41%) Banking
5 5 (29.41%) SQL Server Integration Services
6 4 (23.53%) Teradata
6 4 (23.53%) Agile Software Development
6 4 (23.53%) Visualisation
6 4 (23.53%) ETL
6 4 (23.53%) Business Intelligence
7 3 (17.65%) Shell Script
7 3 (17.65%) Oracle
7 3 (17.65%) Unix
7 3 (17.65%) Python
7 3 (17.65%) Problem-Solving
8 2 (11.76%) Time Management
8 2 (11.76%) Power BI
8 2 (11.76%) Ansible
8 2 (11.76%) DevOps
8 2 (11.76%) Opscode Chef
8 2 (11.76%) Data Reconciliation
8 2 (11.76%) Relational Database
8 2 (11.76%) Puppet
8 2 (11.76%) Data Visualisation
8 2 (11.76%) Continuous Improvement
8 2 (11.76%) Build Automation

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 (11.76%) SharePoint
2 1 (5.88%) Confluence
2 1 (5.88%) SAS
Applications
1 10 (58.82%) Microsoft Excel
2 2 (11.76%) MS Visio
Cloud Services
1 2 (11.76%) Amazon AWS
1 2 (11.76%) Amazon EC2
1 2 (11.76%) Amazon S3
1 2 (11.76%) Virtual Private Cloud
2 1 (5.88%) Microsoft Azure
Database & Business Intelligence
1 5 (29.41%) Data Warehouse
1 5 (29.41%) SQL Server
1 5 (29.41%) SQL Server Integration Services
2 2 (11.76%) Power BI
2 2 (11.76%) Relational Database
3 1 (5.88%) BusinessObjects
3 1 (5.88%) Hadoop
3 1 (5.88%) PostgreSQL
3 1 (5.88%) SQL Server 2008
3 1 (5.88%) SQL Server Analysis Services
3 1 (5.88%) SQL Server Reporting Services
Development Applications
1 2 (11.76%) Jenkins
2 1 (5.88%) JIRA
2 1 (5.88%) SQL Server Management Studio (SSMS)
General
1 8 (47.06%) Finance
2 5 (29.41%) Banking
3 2 (11.76%) Corporate Banking
4 1 (5.88%) Retail Banking
Job Titles
1 13 (76.47%) Analyst
2 9 (52.94%) Data Analyst
3 4 (23.53%) Business Intelligence Analyst
4 3 (17.65%) Business Data Analyst
4 3 (17.65%) Teradata Analyst
5 2 (11.76%) AWS DevOps
5 2 (11.76%) AWS DevOps Engineer
5 2 (11.76%) AWS Engineer
5 2 (11.76%) Business Intelligence Data Analyst
5 2 (11.76%) Developer
5 2 (11.76%) DevOps Engineer
5 2 (11.76%) Senior Analyst
6 1 (5.88%) Agile Developer
6 1 (5.88%) Analyst Developer
6 1 (5.88%) Banking Analyst
6 1 (5.88%) Business Intelligence Developer
6 1 (5.88%) Business Intelligence Support Analyst
6 1 (5.88%) SQL Analyst
6 1 (5.88%) SQL Developer
6 1 (5.88%) SSIS Developer
Miscellaneous
1 6 (35.29%) Analytical Skills
2 2 (11.76%) Wiki
3 1 (5.88%) Algorithms
3 1 (5.88%) Data Structures
Operating Systems
1 3 (17.65%) Unix
2 2 (11.76%) Windows
Processes & Methodologies
1 4 (23.53%) Agile Software Development
1 4 (23.53%) Business Intelligence
1 4 (23.53%) ETL
1 4 (23.53%) Visualisation
2 3 (17.65%) Problem-Solving
3 2 (11.76%) Analytics
3 2 (11.76%) Build Automation
3 2 (11.76%) Continuous Improvement
3 2 (11.76%) Continuous Integration
3 2 (11.76%) Dashboard Development
3 2 (11.76%) Data Extraction
3 2 (11.76%) Data Modelling
3 2 (11.76%) Data Reconciliation
3 2 (11.76%) Data Visualisation
3 2 (11.76%) DevOps
3 2 (11.76%) Scrum
3 2 (11.76%) Test Automation
3 2 (11.76%) Time Management
4 1 (5.88%) Data Validation
4 1 (5.88%) Statistics
Programming Languages
1 15 (88.24%) SQL
2 5 (29.41%) VBA
3 3 (17.65%) Python
3 3 (17.65%) Shell Script
4 2 (11.76%) Bash Shell
4 2 (11.76%) Korn
4 2 (11.76%) PowerShell
5 1 (5.88%) R
5 1 (5.88%) T-SQL
5 1 (5.88%) VB
Qualifications
1 2 (11.76%) Security Cleared
2 1 (5.88%) Degree
2 1 (5.88%) SC Cleared
Quality Assurance & Compliance
1 1 (5.88%) QA
Systems Management
1 2 (11.76%) Ansible
1 2 (11.76%) Opscode Chef
1 2 (11.76%) Puppet
Vendors
1 4 (23.53%) Teradata
2 3 (17.65%) Oracle
3 1 (5.88%) Microsoft