Period
to 22 February 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 February 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 Feb 2018
Same period 2017 Same period 2016
Rank 59 74 68
Rank change year-on-year +15 -6 -10
Contract jobs citing Data Analysis 50 30 40
As % of all contract IT jobs advertised in Bristol 2.66% 1.85% 2.36%
As % of the Processes & Methodologies category 3.33% 2.24% 2.87%
Number of daily rates quoted 39 25 33
Bristol median daily rate £415 £325 £453
Median daily rate % change year-on-year +27.69% -28.18% +25.69%
10th Percentile £312 £243 £315
90th Percentile £460 £463 £625
South West median daily rate £410 £375 £420
% change year-on-year +9.33% -10.71% +5.00%
Number of hourly rates quoted 0 1 0
Bristol median hourly rate - £20.00 -
South West median hourly rate £35.00 £39.50 £20.63
% change year-on-year -11.39% +91.52% -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 1,502 1,340 1,396
As % of all contract IT jobs advertised in Bristol 79.98% 82.61% 82.31%
Number of daily rates quoted 976 928 1,047
Bristol median daily rate £400 £375 £375
Median daily rate % change year-on-year +6.67% - -5.30%
10th Percentile £265 £250 £256
90th Percentile £538 £550 £500
South West median daily rate £400 £376 £375
% change year-on-year +6.38% +0.27% -3.23%
Number of hourly rates quoted 33 51 49
Bristol median hourly rate £17.50 £25.00 £31.00
Median hourly rate % change year-on-year -30.00% -19.35% -21.52%
10th Percentile £11.35 £12.00 £12.90
90th Percentile £49.50 £48.75 £52.30
South West median hourly rate £31.00 £37.50 £40.00
% change year-on-year -17.33% -6.25% +33.33%

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 February 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 February 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 29 (58.00%) SQL
2 21 (42.00%) Finance
3 16 (32.00%) Banking
3 16 (32.00%) Business Intelligence
4 14 (28.00%) Agile Software Development
5 13 (26.00%) Stakeholder Management
5 13 (26.00%) Data Warehouse
6 11 (22.00%) Tableau
7 10 (20.00%) Microsoft Excel
7 10 (20.00%) Data Management
8 9 (18.00%) Validation
8 9 (18.00%) Data Modelling
8 9 (18.00%) C#
8 9 (18.00%) SQL Server
8 9 (18.00%) Analytical Skills
8 9 (18.00%) Microsoft Azure
8 9 (18.00%) Power BI
8 9 (18.00%) Data Lake
9 8 (16.00%) Data Science
9 8 (16.00%) Hadoop
9 8 (16.00%) MuleSoft
9 8 (16.00%) HDInsight
9 8 (16.00%) Talend
9 8 (16.00%) Oracle
10 7 (14.00%) Teradata
10 7 (14.00%) Business Analysis
10 7 (14.00%) Cognos
11 6 (12.00%) Microsoft
11 6 (12.00%) ETL
11 6 (12.00%) SQL Server Integration Services

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 (8.00%) SAS
2 2 (4.00%) IIS
2 2 (4.00%) SharePoint
Applications
1 10 (20.00%) Microsoft Excel
2 1 (2.00%) Microsoft Office
2 1 (2.00%) Microsoft PowerPoint
Cloud Services
1 9 (18.00%) Microsoft Azure
2 1 (2.00%) Amazon AWS
Communications & Networking
1 1 (2.00%) DNS
1 1 (2.00%) F5 BIG-IP LTM
Database & Business Intelligence
1 13 (26.00%) Data Warehouse
2 9 (18.00%) Data Lake
2 9 (18.00%) Power BI
2 9 (18.00%) SQL Server
3 8 (16.00%) Hadoop
3 8 (16.00%) HDInsight
4 6 (12.00%) SQL Server Integration Services
5 4 (8.00%) SQL Server Reporting Services
6 2 (4.00%) SQL Server Analysis Services
7 1 (2.00%) Big Data
7 1 (2.00%) GIS
Development Applications
1 3 (6.00%) ProC
2 2 (4.00%) SQL Server Management Studio (SSMS)
2 2 (4.00%) Team Foundation Server
3 1 (2.00%) JIRA
3 1 (2.00%) Visual Studio Team System
General
1 21 (42.00%) Finance
2 16 (32.00%) Banking
3 3 (6.00%) Corporate Banking
3 3 (6.00%) Retail Banking
4 2 (4.00%) Marketing
5 1 (2.00%) Billing
5 1 (2.00%) Retail
Job Titles
1 33 (66.00%) Analyst
2 21 (42.00%) Data Analyst
3 9 (18.00%) Banking Analyst
4 8 (16.00%) Business Intelligence Analyst
4 8 (16.00%) Developer
5 4 (8.00%) Business Analyst
5 4 (8.00%) Business Data Analyst
5 4 (8.00%) Data Scientist
5 4 (8.00%) SAS Developer
6 3 (6.00%) Credit Analyst
6 3 (6.00%) Senior Analyst
7 2 (4.00%) Banking Business Analyst
7 2 (4.00%) Credit Risk Analyst
7 2 (4.00%) Data Modeller
7 2 (4.00%) Data Warehouse Developer
7 2 (4.00%) Information Analyst
7 2 (4.00%) Lead Business Analyst
7 2 (4.00%) Risk Analyst
7 2 (4.00%) SQL Analyst
7 2 (4.00%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 2 (4.00%) .NET
2 1 (2.00%) Node.js
2 1 (2.00%) Web Services
Miscellaneous
1 9 (18.00%) Analytical Skills
2 2 (4.00%) Computer Science
2 2 (4.00%) Credit Risk
2 2 (4.00%) Management Information System
2 2 (4.00%) Virtual Team
3 1 (2.00%) Data Structures
Operating Systems
1 2 (4.00%) Windows
1 2 (4.00%) Windows Server
2 1 (2.00%) Windows Server 2012
Processes & Methodologies
1 16 (32.00%) Business Intelligence
2 14 (28.00%) Agile Software Development
3 13 (26.00%) Stakeholder Management
4 10 (20.00%) Data Management
5 9 (18.00%) Data Modelling
5 9 (18.00%) Validation
6 8 (16.00%) Data Science
7 7 (14.00%) Business Analysis
8 6 (12.00%) ETL
8 6 (12.00%) Visualisation
9 4 (8.00%) Analytics
9 4 (8.00%) Change Management
9 4 (8.00%) Dashboard Development
9 4 (8.00%) Data Protection
9 4 (8.00%) SDLC
10 3 (6.00%) DevOps
10 3 (6.00%) Logical Data Model
10 3 (6.00%) Migration
10 3 (6.00%) Performance Metrics
10 3 (6.00%) Physical Data Model
Programming Languages
1 29 (58.00%) SQL
2 9 (18.00%) C#
3 3 (6.00%) PowerShell
3 3 (6.00%) PROC SQL
4 2 (4.00%) VBA
5 1 (2.00%) PL/SQL
5 1 (2.00%) Python
5 1 (2.00%) VB
Qualifications
1 3 (6.00%) Security Cleared
2 2 (4.00%) SC Cleared
Quality Assurance & Compliance
1 4 (8.00%) QA
2 2 (4.00%) PMO
3 1 (2.00%) FINREP
3 1 (2.00%) GDPR
3 1 (2.00%) SLA
System Software
1 2 (4.00%) Virtual Machines
2 1 (2.00%) Hyper-V
Systems Management
1 2 (4.00%) SCVMM
Vendors
1 11 (22.00%) Tableau
2 8 (16.00%) MuleSoft
2 8 (16.00%) Oracle
2 8 (16.00%) Talend
3 7 (14.00%) Cognos
3 7 (14.00%) Teradata
4 6 (12.00%) Microsoft
5 4 (8.00%) Netezza
6 3 (6.00%) Hortonworks
7 2 (4.00%) Microgen
7 2 (4.00%) SAP
8 1 (2.00%) F5