Period
to 15 November 2018

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 6 months to 15 November 2018 with a comparison to the same period in the previous 2 years.

Data Analysis
South West > Bristol
6 months to
15 Nov 2018
Same period 2017 Same period 2016
Rank 152 130 149
Rank change year-on-year -22 +19 +10
Permanent jobs citing Data Analysis 50 75 43
As % of all permanent IT jobs advertised in Bristol 1.33% 1.95% 1.33%
As % of the Processes & Methodologies category 1.42% 2.09% 1.44%
Number of salaries quoted 41 41 25
Bristol median annual salary £42,500 £40,000 £37,500
Median salary % change year-on-year +6.25% +6.67% -
10th Percentile £30,000 £29,750 £22,600
90th Percentile £56,250 £67,500 £75,000
South West median annual salary £40,000 £37,500 £40,000
% change year-on-year +6.67% -6.25% -

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

All Process and Methodology Skills
Bristol
Permanent vacancies with a requirement for process or methodology skills 3,519 3,590 2,991
As % of all permanent IT jobs advertised in Bristol 93.89% 93.13% 92.34%
Number of salaries quoted 2,828 2,965 2,541
Bristol median annual salary £45,000 £45,000 £44,000
Median salary % change year-on-year - +2.27% +7.32%
10th Percentile £26,250 £26,250 £27,500
90th Percentile £70,000 £67,500 £70,000
South West median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -

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
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 6 months to 15 November 2018.

Salary histogram for Data Analysis in Bristol

For the 6 months to 15 November 2018, IT 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 permanent job ads across the Bristol region with a requirement for Data Analysis.

1 20 (40.00%) Security Cleared
2 19 (38.00%) SQL
3 18 (36.00%) Problem-Solving
4 17 (34.00%) Project Management
5 15 (30.00%) C
5 15 (30.00%) UML
5 15 (30.00%) Degree
6 12 (24.00%) SC Cleared
7 11 (22.00%) Agile Software Development
8 10 (20.00%) Finance
8 10 (20.00%) SysML
8 10 (20.00%) Business Intelligence
8 10 (20.00%) C++
8 10 (20.00%) Analytical Skills
8 10 (20.00%) Systems Engineering
9 9 (18.00%) Big Data
9 9 (18.00%) MODAF
9 9 (18.00%) TOGAF
10 8 (16.00%) Software Engineering
10 8 (16.00%) Linux
10 8 (16.00%) CRM
10 8 (16.00%) DV Cleared
10 8 (16.00%) Geospatial Data
11 7 (14.00%) Java
11 7 (14.00%) SQL Server
12 6 (12.00%) SQL Server Reporting Services
12 6 (12.00%) Business Analysis
12 6 (12.00%) Microsoft Excel
12 6 (12.00%) Eclipse
12 6 (12.00%) SDLC

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%) Blackberry Enterprise Server
2 3 (6.00%) SharePoint
Applications
1 6 (12.00%) Microsoft Excel
2 2 (4.00%) Microsoft Office
2 2 (4.00%) Microsoft PowerPoint
2 2 (4.00%) Microsoft Project
3 1 (2.00%) Simulink
Cloud Services
1 3 (6.00%) SaaS
2 2 (4.00%) IaaS
3 1 (2.00%) Cloud Computing
Communications & Networking
1 4 (8.00%) DAB
2 1 (2.00%) 802.11
2 1 (2.00%) Wireless
Database & Business Intelligence
1 9 (18.00%) Big Data
2 8 (16.00%) Geospatial Data
3 7 (14.00%) SQL Server
4 6 (12.00%) Power BI
4 6 (12.00%) SQL Server Reporting Services
5 5 (10.00%) SQL Server Integration Services
6 4 (8.00%) Data Warehouse
7 2 (4.00%) BusinessObjects
7 2 (4.00%) Crystal Reports
7 2 (4.00%) Hadoop
7 2 (4.00%) Oracle Reports
7 2 (4.00%) QlikView
7 2 (4.00%) Relational Database
8 1 (2.00%) OLAP Cube
8 1 (2.00%) Oracle Database
8 1 (2.00%) Qlik Sense
8 1 (2.00%) SQL Server 2008
8 1 (2.00%) SQL Server 2012
8 1 (2.00%) SQL Server 2016
8 1 (2.00%) SQL Server Analysis Services
Development Applications
1 6 (12.00%) Eclipse
2 1 (2.00%) Ant
2 1 (2.00%) Apache Ivy
2 1 (2.00%) ERwin
2 1 (2.00%) Maven
2 1 (2.00%) Rational Rhapsody
2 1 (2.00%) Subversion
2 1 (2.00%) Visual Studio
2 1 (2.00%) XMLSpy
General
1 10 (20.00%) Finance
2 4 (8.00%) Advertising
2 4 (8.00%) Marketing
3 2 (4.00%) Billing
3 2 (4.00%) Retail
4 1 (2.00%) Aerospace
4 1 (2.00%) Avionics
4 1 (2.00%) Banking
4 1 (2.00%) Electronics
4 1 (2.00%) Games
4 1 (2.00%) Legal
Job Titles
1 13 (26.00%) Analyst
2 10 (20.00%) Consultant
3 7 (14.00%) Developer
4 5 (10.00%) Java Engineer
4 5 (10.00%) Java Software Engineer
4 5 (10.00%) Software Engineer
5 4 (8.00%) Account Manager
5 4 (8.00%) Business Analyst
6 3 (6.00%) Business Systems Analyst
6 3 (6.00%) Data Analyst
6 3 (6.00%) SQL Developer
6 3 (6.00%) Systems Analyst
7 2 (4.00%) Business Intelligence Developer
7 2 (4.00%) C++ Developer
7 2 (4.00%) ETL Consultant
7 2 (4.00%) Senior Analyst
7 2 (4.00%) Service Manager
7 2 (4.00%) Software Consultant
7 2 (4.00%) SQL Server Developer
7 2 (4.00%) Test Consultant
Libraries, Frameworks & Software Standards
1 2 (4.00%) .NET
1 2 (4.00%) OpenCV
2 1 (2.00%) 802.1X
2 1 (2.00%) ASP.NET
2 1 (2.00%) ODBC
2 1 (2.00%) Qt
Miscellaneous
1 10 (20.00%) Analytical Skills
2 4 (8.00%) Computer Science
3 3 (6.00%) Data Structures
4 2 (4.00%) Algorithms
4 2 (4.00%) CUDA
5 1 (2.00%) Embedded Systems
5 1 (2.00%) Field-Programmable Gate Array
5 1 (2.00%) Management Information System
5 1 (2.00%) User Experience
Operating Systems
1 8 (16.00%) Linux
2 1 (2.00%) Android
2 1 (2.00%) Apple iOS
Processes & Methodologies
1 18 (36.00%) Problem-Solving
2 17 (34.00%) Project Management
3 15 (30.00%) UML
4 11 (22.00%) Agile Software Development
5 10 (20.00%) Business Intelligence
5 10 (20.00%) SysML
5 10 (20.00%) Systems Engineering
6 9 (18.00%) MODAF
6 9 (18.00%) TOGAF
7 8 (16.00%) CRM
7 8 (16.00%) Software Engineering
8 6 (12.00%) Analytics
8 6 (12.00%) Business Analysis
8 6 (12.00%) SDLC
8 6 (12.00%) Visualisation
9 5 (10.00%) Change Control
9 5 (10.00%) Machine Learning
9 5 (10.00%) Mathematics
9 5 (10.00%) Requirements Engineering
9 5 (10.00%) Time Management
Programming Languages
1 19 (38.00%) SQL
2 15 (30.00%) C
3 10 (20.00%) C++
4 7 (14.00%) Java
5 5 (10.00%) Python
5 5 (10.00%) R
6 3 (6.00%) T-SQL
7 1 (2.00%) Julia
7 1 (2.00%) MATLAB
7 1 (2.00%) PL/SQL
7 1 (2.00%) VB
7 1 (2.00%) VB.NET
7 1 (2.00%) VBA
7 1 (2.00%) VBScript
Qualifications
1 20 (40.00%) Security Cleared
2 15 (30.00%) Degree
3 12 (24.00%) SC Cleared
4 8 (16.00%) DV Cleared
5 2 (4.00%) ISEB
6 1 (2.00%) Numerate Degree
6 1 (2.00%) PhD
Quality Assurance & Compliance
1 6 (12.00%) QA
2 1 (2.00%) Data Quality
2 1 (2.00%) PMO
Vendors
1 5 (10.00%) Tableau
2 4 (8.00%) Panasonic
3 3 (6.00%) Informatica
3 3 (6.00%) Microsoft
4 2 (4.00%) Google
4 2 (4.00%) Oracle
5 1 (2.00%) Citrix
5 1 (2.00%) Talend