Period
to 20 November 2017

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 20 November 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 Analysis
South West > Bristol
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 77 79 60
Rank change year-on-year +2 -19 +3
Contract jobs citing Data Analysis 38 28 45
As % of all contract IT jobs advertised in Bristol 1.94% 1.66% 2.61%
As % of the Processes & Methodologies category 2.43% 1.99% 3.22%
Number of daily rates quoted 27 20 32
Bristol median daily rate £375 £344 £400
Median daily rate % change year-on-year +9.09% -14.06% -
10th Percentile £300 £299 £228
90th Percentile £462 £445 £575
South West median daily rate £400 £384 £400
% change year-on-year +4.23% -4.06% +6.67%
Number of hourly rates quoted 1 3 0
Bristol median hourly rate £13.25 £20.00 -
Median hourly rate % change year-on-year -33.75% - -
South West median hourly rate £35.00 £20.00 £20.63
% change year-on-year +75.00% -3.03% -46.08%

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 1562 1404 1397
As % of all contract IT jobs advertised in Bristol 79.73% 83.13% 80.94%
Number of daily rates quoted 1059 1018 1088
Bristol median daily rate £388 £375 £375
Median daily rate % change year-on-year +3.33% - -
10th Percentile £263 £255 £263
90th Percentile £538 £550 £532
South West median daily rate £400 £375 £375
% change year-on-year +6.67% - -
Number of hourly rates quoted 48 65 37
Bristol median hourly rate £24.00 £25.00 £19.00
Median hourly rate % change year-on-year -4.00% +31.58% -15.56%
10th Percentile £11.93 £12.00 £13.00
90th Percentile £48.25 £46.30 £48.50
South West median hourly rate £35.00 £31.50 £38.89
% change year-on-year +11.11% -18.99% +49.56%

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 20 November 2017.

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 20 November 2017, IT contractor jobs citing Data Analysis 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 Analysis.

1 22 (57.89%) SQL
2 14 (36.84%) Finance
3 11 (28.95%) Stakeholder Management
4 10 (26.32%) ETL
5 9 (23.68%) SQL Server
5 9 (23.68%) Business Intelligence
5 9 (23.68%) Agile Software Development
5 9 (23.68%) Banking
6 8 (21.05%) Oracle
6 8 (21.05%) Migration
6 8 (21.05%) Data Warehouse
7 7 (18.42%) Data Modelling
8 6 (15.79%) Microsoft Excel
8 6 (15.79%) Data Protection
8 6 (15.79%) Data Migration
9 5 (13.16%) Tableau
9 5 (13.16%) Analytical Skills
9 5 (13.16%) SDLC
9 5 (13.16%) SQL Server Integration Services
9 5 (13.16%) SQL Server Reporting Services
10 4 (10.53%) SAS
10 4 (10.53%) Microsoft
10 4 (10.53%) Netezza
10 4 (10.53%) SC Cleared
10 4 (10.53%) Security Cleared
11 3 (7.89%) Hadoop
11 3 (7.89%) Visualisation
11 3 (7.89%) SQL Server Analysis Services
11 3 (7.89%) QA
11 3 (7.89%) Dashboard Development

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 4 (10.53%) SAS
2 1 (2.63%) SharePoint
Applications
1 6 (15.79%) Microsoft Excel
2 1 (2.63%) Microsoft Project
2 1 (2.63%) Spreadsheet
2 1 (2.63%) SPSS
Business Applications
1 1 (2.63%) Dynamics CRM
Cloud Services
1 1 (2.63%) Amazon AWS
1 1 (2.63%) Microsoft Azure
Communications & Networking
1 1 (2.63%) SMS
Database & Business Intelligence
1 9 (23.68%) SQL Server
2 8 (21.05%) Data Warehouse
3 5 (13.16%) SQL Server Integration Services
3 5 (13.16%) SQL Server Reporting Services
4 3 (7.89%) Hadoop
4 3 (7.89%) SQL Server Analysis Services
5 2 (5.26%) GIS
5 2 (5.26%) Relational Database
6 1 (2.63%) Amazon RDS
6 1 (2.63%) Amazon Redshift
6 1 (2.63%) Big Data
6 1 (2.63%) Data Lake
6 1 (2.63%) Geospatial Data
6 1 (2.63%) PostgreSQL
6 1 (2.63%) Power BI
6 1 (2.63%) RDBMS
6 1 (2.63%) Spatial Data
6 1 (2.63%) SSDT
Development Applications
1 3 (7.89%) ProC
2 1 (2.63%) Git (software)
2 1 (2.63%) JIRA
2 1 (2.63%) Mercurial
2 1 (2.63%) SQL Server Management Studio (SSMS)
2 1 (2.63%) TeamCity
2 1 (2.63%) Visual Studio
General
1 14 (36.84%) Finance
2 9 (23.68%) Banking
3 2 (5.26%) Marketing
4 1 (2.63%) Corporate Banking
4 1 (2.63%) Retail Banking
Job Titles
1 19 (50.00%) Analyst
2 17 (44.74%) Data Analyst
3 10 (26.32%) Developer
4 5 (13.16%) SQL Analyst
4 5 (13.16%) SQL Data Analyst
5 4 (10.53%) Banking Analyst
5 4 (10.53%) SAS Developer
6 3 (7.89%) Business Data Analyst
6 3 (7.89%) Excel Analyst
7 2 (5.26%) Business Developer
7 2 (5.26%) Business Intelligence Developer
7 2 (5.26%) Coordinator
7 2 (5.26%) Data Migration Analyst
7 2 (5.26%) GIS Analyst
7 2 (5.26%) GIS Data Analyst
7 2 (5.26%) Migration Analyst
7 2 (5.26%) Netezza Developer
7 2 (5.26%) Project Coordinator
7 2 (5.26%) SQL Server Analyst
8 1 (2.63%) Data Migration Tester
Libraries, Frameworks & Software Standards
1 2 (5.26%) .NET
2 1 (2.63%) .NET Framework
2 1 (2.63%) WPF
Miscellaneous
1 5 (13.16%) Analytical Skills
2 2 (5.26%) Virtual Team
3 1 (2.63%) Data Protection Act
Processes & Methodologies
1 11 (28.95%) Stakeholder Management
2 10 (26.32%) ETL
3 9 (23.68%) Agile Software Development
3 9 (23.68%) Business Intelligence
4 8 (21.05%) Migration
5 7 (18.42%) Data Modelling
6 6 (15.79%) Data Migration
6 6 (15.79%) Data Protection
7 5 (13.16%) SDLC
8 3 (7.89%) Business Analysis
8 3 (7.89%) Dashboard Development
8 3 (7.89%) Visualisation
9 2 (5.26%) Continuous Improvement
9 2 (5.26%) Data Extraction
9 2 (5.26%) Data Mapping
9 2 (5.26%) DevOps
9 2 (5.26%) ETL Development
9 2 (5.26%) People Management
9 2 (5.26%) Target Operating Model
9 2 (5.26%) Waterfall
Programming Languages
1 22 (57.89%) SQL
2 3 (7.89%) PROC SQL
2 3 (7.89%) VBA
3 2 (5.26%) C#
3 2 (5.26%) PL/SQL
3 2 (5.26%) PowerShell
4 1 (2.63%) Python
Qualifications
1 4 (10.53%) SC Cleared
1 4 (10.53%) Security Cleared
2 1 (2.63%) ACCA
2 1 (2.63%) CIMA
2 1 (2.63%) Degree
2 1 (2.63%) PMI Certification
2 1 (2.63%) PMP
2 1 (2.63%) Six Sigma Green Belt
Quality Assurance & Compliance
1 3 (7.89%) QA
2 2 (5.26%) FINREP
3 1 (2.63%) GDPR
Vendors
1 8 (21.05%) Oracle
2 5 (13.16%) Tableau
3 4 (10.53%) Microsoft
3 4 (10.53%) Netezza
4 3 (7.89%) Teradata
5 2 (5.26%) Microgen
5 2 (5.26%) SAP
6 1 (2.63%) HP