The following table provides summary statistics for permanent job vacancies advertised in Bristol with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 3 months to 24 June 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
South West / Bristol
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 118 87 124
Rank change year-on-year -31 +37  
Permanent jobs citing Data Analysis 16 29 14
As % of all permanent IT jobs advertised in Bristol 0.88% 1.81% 0.72%
As % of the Processes & Methodologies category 0.98% 1.99% 0.81%
Number of salaries quoted 10 28 9
Median salary £42,500 £46,250 £35,000
Median salary % change year-on-year -8.10% +32.14%  
90% offered a salary of more than £29,450 £31,500 £27,200
10% offered a salary of more than £64,650 £63,600 £40,500
UK excluding London median salary £39,000 £40,000 £37,500
% change year-on-year -2.50% +6.66%  

Data Analysis is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Bristol with a requirement for process and methodology skills.

Process & Methodology Skills
Bristol
Permanent job vacancies with a requirement for process and methodology skills 1636 1454 1730
As % of all permanent IT job vacancies advertised in Bristol 90.14% 90.70% 89.36%
Number of salaries quoted 1365 1252 1494
Median salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% -  
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £68,500 £65,000 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Analysis
Job Vacancy Trend in Bristol

The job posting trend of jobs advertised in Bristol citing Data Analysis as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Analysis in Bristol

Data Analysis
Salary Trend in Bristol

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analysis in Bristol.

Salary trend for Data Analysis in Bristol

Data Analysis
Salary Histogram in Bristol

The salary distribution of IT jobs citing Data Analysis in Bristol over the 3 months to 24 June 2017.

Salary histogram for Data Analysis in Bristol

For the 6 months to 24 June 2017, IT 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 job ads across the Bristol region with a requirement for Data Analysis.

1 12 (36.36%) SQL
1 12 (36.36%) Business Intelligence
1 12 (36.36%) Agile Software Development
2 11 (33.33%) Degree
3 9 (27.27%) Finance
4 8 (24.24%) Security Cleared
4 8 (24.24%) Visualisation
4 8 (24.24%) Data Visualisation
5 7 (21.21%) Tableau
5 7 (21.21%) Analytics
5 7 (21.21%) SC Cleared
5 7 (21.21%) Use Case
5 7 (21.21%) Requirements Analysis
6 6 (18.18%) Scrum
6 6 (18.18%) Amazon AWS
6 6 (18.18%) Change Management
6 6 (18.18%) Project Management
6 6 (18.18%) Python
6 6 (18.18%) SQL Server
7 5 (15.15%) SAP
7 5 (15.15%) Microsoft Excel
7 5 (15.15%) UML
7 5 (15.15%) Oracle
7 5 (15.15%) Manufacturing
7 5 (15.15%) Electronics
7 5 (15.15%) Telecoms
7 5 (15.15%) Digital Marketing
7 5 (15.15%) SAP Oil and Gas
7 5 (15.15%) Marketing
7 5 (15.15%) Programme Management

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 (6.06%) Mule
1 2 (6.06%) SharePoint
2 1 (3.03%) Apache Spark
2 1 (3.03%) MS Project Server
Applications
1 5 (15.15%) Microsoft Excel
2 1 (3.03%) Microsoft Office
2 1 (3.03%) Microsoft Project
Business Applications
1 5 (15.15%) SAP Oil and Gas
Cloud Services
1 6 (18.18%) Amazon AWS
2 4 (12.12%) Google Cloud Platform
3 2 (6.06%) Amazon EMR
4 1 (3.03%) Microsoft Azure
4 1 (3.03%) Office 365
Database & Business Intelligence
1 6 (18.18%) SQL Server
2 3 (9.09%) Hadoop
2 3 (9.09%) SQL Server Reporting Services
3 2 (6.06%) Amazon DynamoDB
3 2 (6.06%) Amazon RDS
3 2 (6.06%) Amazon Redshift
3 2 (6.06%) Big Data
3 2 (6.06%) Crystal Reports
3 2 (6.06%) MySQL
3 2 (6.06%) SQL Server 2008
3 2 (6.06%) SQL Server Analysis Services
4 1 (3.03%) Apache Hive
4 1 (3.03%) Data Warehouse
4 1 (3.03%) Power BI
4 1 (3.03%) QlikView
4 1 (3.03%) SQL Server Integration Services
Development Applications
1 1 (3.03%) Eclipse
1 1 (3.03%) Team Foundation Server
General
1 9 (27.27%) Finance
2 5 (15.15%) Electronics
2 5 (15.15%) Manufacturing
2 5 (15.15%) Marketing
2 5 (15.15%) Telecoms
Job Titles
1 13 (39.39%) Analyst
2 5 (15.15%) Analytics Manager
2 5 (15.15%) Insight Manager
3 4 (12.12%) Business Analyst
4 3 (9.09%) Business Intelligence Manager
4 3 (9.09%) Consultant
4 3 (9.09%) Data Analyst
4 3 (9.09%) Developer
4 3 (9.09%) Test Analyst
5 2 (6.06%) Report Analyst
5 2 (6.06%) Report Developer
5 2 (6.06%) Security Analyst
5 2 (6.06%) Senior Analytics Manager
5 2 (6.06%) Senior Manager
5 2 (6.06%) Software Analyst
5 2 (6.06%) Software Test Analyst
6 1 (3.03%) 3rd Line Support
6 1 (3.03%) Data Architect
6 1 (3.03%) Senior Analyst
6 1 (3.03%) Senior Developer
Libraries, Frameworks & Software Standards
1 3 (9.09%) .NET
2 2 (6.06%) .NET Framework
3 1 (3.03%) Entity Framework
3 1 (3.03%) NHibernate
Miscellaneous
1 5 (15.15%) Analytical Skills
2 4 (12.12%) Enterprise Software
2 4 (12.12%) Management Information System
3 3 (9.09%) Mobile App
4 1 (3.03%) Algorithms
4 1 (3.03%) Data Protection Act
4 1 (3.03%) Data Structures
4 1 (3.03%) Driving Licence
4 1 (3.03%) NHS
Operating Systems
1 1 (3.03%) Linux
1 1 (3.03%) Windows
1 1 (3.03%) Windows Server
Processes & Methodologies
1 12 (36.36%) Agile Software Development
1 12 (36.36%) Business Intelligence
2 8 (24.24%) Data Visualisation
2 8 (24.24%) Visualisation
3 7 (21.21%) Analytics
3 7 (21.21%) Requirements Analysis
3 7 (21.21%) Use Case
4 6 (18.18%) Change Management
4 6 (18.18%) Project Management
4 6 (18.18%) Scrum
5 5 (15.15%) Actionable Insight
5 5 (15.15%) Digital Marketing
5 5 (15.15%) Programme Management
5 5 (15.15%) UML
6 4 (12.12%) BPMN
6 4 (12.12%) DSDM
6 4 (12.12%) Operational Acceptance Testing
6 4 (12.12%) RUP
6 4 (12.12%) Swim Lanes
6 4 (12.12%) User Acceptance Testing
Programming Languages
1 12 (36.36%) SQL
2 6 (18.18%) Python
3 5 (15.15%) R
4 4 (12.12%) C
5 3 (9.09%) MATLAB
5 3 (9.09%) Scala
6 2 (6.06%) C#
7 1 (3.03%) C++
7 1 (3.03%) Java
7 1 (3.03%) T-SQL
7 1 (3.03%) VB
7 1 (3.03%) VB.NET
Qualifications
1 11 (33.33%) Degree
2 8 (24.24%) Security Cleared
3 7 (21.21%) SC Cleared
4 2 (6.06%) Numerate Degree
4 2 (6.06%) PhD
5 1 (3.03%) APMP
5 1 (3.03%) ITIL Certification
Quality Assurance & Compliance
1 3 (9.09%) Data Quality
1 3 (9.09%) QA
2 1 (3.03%) PMO
2 1 (3.03%) SLA
System Software
1 1 (3.03%) vSphere
Systems Management
1 1 (3.03%) vCenter Server
Vendors
1 7 (21.21%) Tableau
2 5 (15.15%) Oracle
2 5 (15.15%) SAP
3 4 (12.12%) Google
3 4 (12.12%) Microsoft
4 2 (6.06%) IBM
5 1 (3.03%) CA
5 1 (3.03%) Cognos
5 1 (3.03%) VMware
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