Period
to 27 May 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 27 May 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
27 May 2018
Same period 2017 Same period 2016
Rank 70 77 73
Rank change year-on-year +7 -4 -18
Contract jobs citing Data Analysis 34 26 33
As % of all contract IT jobs advertised in Bristol 1.99% 1.60% 1.91%
As % of the Processes & Methodologies category 2.40% 1.93% 2.29%
Number of daily rates quoted 26 21 25
Bristol median daily rate £413 £325 £405
Median daily rate % change year-on-year +26.92% -19.75% +15.71%
10th Percentile £306 £225 £304
90th Percentile £464 £488 £578
South West median daily rate £413 £366 £420
% change year-on-year +12.70% -12.86% +7.69%
Number of hourly rates quoted 0 0 0
Bristol median hourly rate - - -
South West median hourly rate - £38.00 £20.63
% change year-on-year - +84.24% +1.85%

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 1,417 1,348 1,440
As % of all contract IT jobs advertised in Bristol 83.11% 82.90% 83.33%
Number of daily rates quoted 907 907 1,048
Bristol median daily rate £400 £375 £370
Median daily rate % change year-on-year +6.67% +1.35% -2.63%
10th Percentile £267 £242 £254
90th Percentile £525 £538 £525
South West median daily rate £405 £390 £375
% change year-on-year +3.85% +4.00% -3.23%
Number of hourly rates quoted 33 32 56
Bristol median hourly rate £27.50 £37.50 £37.50
Median hourly rate % change year-on-year -26.67% - +7.14%
10th Percentile £11.17 £12.92 £14.06
90th Percentile £47.40 £50.10 £52.38
South West median hourly rate £31.00 £39.50 £40.00
% change year-on-year -21.52% -1.25% +17.65%

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 27 May 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 27 May 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 22 (64.71%) SQL
2 14 (41.18%) Finance
3 13 (38.24%) Business Intelligence
4 12 (35.29%) Data Warehouse
5 10 (29.41%) Banking
6 9 (26.47%) Data Management
6 9 (26.47%) Microsoft Excel
7 8 (23.53%) Data Modelling
7 8 (23.53%) SQL Server
7 8 (23.53%) Validation
7 8 (23.53%) Agile Software Development
7 8 (23.53%) Microsoft Azure
8 7 (20.59%) Tableau
8 7 (20.59%) Talend
8 7 (20.59%) Analytical Skills
8 7 (20.59%) MuleSoft
8 7 (20.59%) HDInsight
8 7 (20.59%) Power BI
8 7 (20.59%) Data Lake
8 7 (20.59%) Data Science
8 7 (20.59%) C#
9 6 (17.65%) Cognos
9 6 (17.65%) SQL Server Integration Services
9 6 (17.65%) Hadoop
10 5 (14.71%) Teradata
10 5 (14.71%) Microsoft
11 4 (11.76%) Stakeholder Management
11 4 (11.76%) Business Analysis
11 4 (11.76%) SQL Server Reporting Services
11 4 (11.76%) Visualisation

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 (5.88%) IIS
2 1 (2.94%) Confluence
2 1 (2.94%) SharePoint
Applications
1 9 (26.47%) Microsoft Excel
2 1 (2.94%) Microsoft Office
2 1 (2.94%) Microsoft PowerPoint
Cloud Services
1 8 (23.53%) Microsoft Azure
2 1 (2.94%) Amazon AWS
Communications & Networking
1 1 (2.94%) DNS
1 1 (2.94%) F5 BIG-IP LTM
Database & Business Intelligence
1 12 (35.29%) Data Warehouse
2 8 (23.53%) SQL Server
3 7 (20.59%) Data Lake
3 7 (20.59%) HDInsight
3 7 (20.59%) Power BI
4 6 (17.65%) Hadoop
4 6 (17.65%) SQL Server Integration Services
5 4 (11.76%) SQL Server Reporting Services
6 2 (5.88%) SQL Server Analysis Services
7 1 (2.94%) Big Data
7 1 (2.94%) BusinessObjects
7 1 (2.94%) Relational Database
7 1 (2.94%) SQL Server 2008
Development Applications
1 2 (5.88%) SQL Server Management Studio (SSMS)
1 2 (5.88%) Team Foundation Server
2 1 (2.94%) JIRA
2 1 (2.94%) Visual Studio Team System
General
1 14 (41.18%) Finance
2 10 (29.41%) Banking
3 3 (8.82%) Retail Banking
4 2 (5.88%) Corporate Banking
5 1 (2.94%) Billing
5 1 (2.94%) Retail
Job Titles
1 27 (79.41%) Analyst
2 15 (44.12%) Data Analyst
3 9 (26.47%) Business Intelligence Analyst
4 6 (17.65%) Banking Analyst
5 4 (11.76%) Business Analyst
5 4 (11.76%) Business Data Analyst
6 3 (8.82%) Credit Analyst
6 3 (8.82%) Data Scientist
6 3 (8.82%) Senior Analyst
6 3 (8.82%) Tableau Analyst
7 2 (5.88%) Banking Business Analyst
7 2 (5.88%) Business Intelligence Data Analyst
7 2 (5.88%) Credit Risk Analyst
7 2 (5.88%) Data Modeller
7 2 (5.88%) Developer
7 2 (5.88%) Information Analyst
7 2 (5.88%) Lead Business Analyst
7 2 (5.88%) Risk Analyst
7 2 (5.88%) Senior Information Analyst
8 1 (2.94%) Business Intelligence Support Analyst
Libraries, Frameworks & Software Standards
1 2 (5.88%) .NET
2 1 (2.94%) Node.js
2 1 (2.94%) Web Services
Miscellaneous
1 7 (20.59%) Analytical Skills
2 2 (5.88%) Computer Science
2 2 (5.88%) Credit Risk
2 2 (5.88%) Management Information System
3 1 (2.94%) Data Structures
Operating Systems
1 2 (5.88%) Windows
1 2 (5.88%) Windows Server
2 1 (2.94%) Windows Server 2012
Processes & Methodologies
1 13 (38.24%) Business Intelligence
2 9 (26.47%) Data Management
3 8 (23.53%) Agile Software Development
3 8 (23.53%) Data Modelling
3 8 (23.53%) Validation
4 7 (20.59%) Data Science
5 4 (11.76%) Analytics
5 4 (11.76%) Business Analysis
5 4 (11.76%) Decision-Making
5 4 (11.76%) Problem-Solving
5 4 (11.76%) Stakeholder Management
5 4 (11.76%) Visualisation
6 3 (8.82%) Change Management
6 3 (8.82%) Dashboard Development
6 3 (8.82%) Logical Data Model
6 3 (8.82%) Migration
6 3 (8.82%) Performance Metrics
6 3 (8.82%) Physical Data Model
7 2 (5.88%) ETL
7 2 (5.88%) Statistics
Programming Languages
1 22 (64.71%) SQL
2 7 (20.59%) C#
3 2 (5.88%) PowerShell
3 2 (5.88%) VBA
4 1 (2.94%) T-SQL
4 1 (2.94%) VB
Qualifications
1 3 (8.82%) Security Cleared
2 2 (5.88%) SC Cleared
Quality Assurance & Compliance
1 2 (5.88%) PMO
2 1 (2.94%) GDPR
2 1 (2.94%) QA
2 1 (2.94%) SLA
System Software
1 2 (5.88%) Virtual Machines
2 1 (2.94%) Hyper-V
Systems Management
1 2 (5.88%) SCVMM
Vendors
1 7 (20.59%) MuleSoft
1 7 (20.59%) Tableau
1 7 (20.59%) Talend
2 6 (17.65%) Cognos
3 5 (14.71%) Microsoft
3 5 (14.71%) Teradata
4 3 (8.82%) Hortonworks
5 2 (5.88%) Oracle
6 1 (2.94%) F5