Period
to 21 November 2017

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 21 November 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
South West > Bristol
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 136 139 156
Rank change year-on-year +3 +17 -37
Permanent jobs citing Data Analysis 71 43 45
As % of all permanent IT jobs advertised in Bristol 1.85% 1.34% 1.20%
As % of the Processes & Methodologies category 2.01% 1.48% 1.32%
Number of salaries quoted 41 25 28
Bristol median annual salary £37,500 £37,500 £38,200
Median salary % change year-on-year - -1.83% +9.14%
10th Percentile £29,750 £22,600 £26,250
90th Percentile £65,250 £75,000 £50,926
South West median annual salary £37,500 £40,000 £40,000
% change year-on-year -6.25% - +8.11%

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 3534 2910 3409
As % of all permanent IT jobs advertised in Bristol 91.91% 90.97% 90.59%
Number of salaries quoted 2915 2463 2940
Bristol median annual salary £45,000 £44,000 £41,750
Median salary % change year-on-year +2.27% +5.39% +4.38%
10th Percentile £26,250 £27,500 £26,700
90th Percentile £67,500 £70,000 £67,500
South West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +3.90%

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 21 November 2017.

Salary histogram for Data Analysis in Bristol

For the 6 months to 21 November 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 21 (29.58%) C
2 20 (28.17%) SQL
2 20 (28.17%) Business Intelligence
3 18 (25.35%) Security Cleared
4 17 (23.94%) Python
5 16 (22.54%) Degree
6 15 (21.13%) Java
6 15 (21.13%) Finance
7 14 (19.72%) Project Management
7 14 (19.72%) Marketing
7 14 (19.72%) Validation
8 13 (18.31%) Linux
8 13 (18.31%) Big Data
9 12 (16.90%) Analytics
9 12 (16.90%) Requirements Engineering
9 12 (16.90%) Actionable Insight
9 12 (16.90%) C++
10 11 (15.49%) UML
10 11 (15.49%) MATLAB
10 11 (15.49%) Agile Software Development
10 11 (15.49%) SC Cleared
11 10 (14.08%) Software Engineering
11 10 (14.08%) C#
12 9 (12.68%) Google
12 9 (12.68%) Visualisation
12 9 (12.68%) Amazon AWS
13 8 (11.27%) R
13 8 (11.27%) Tableau
13 8 (11.27%) Google Cloud Platform
13 8 (11.27%) Digital Marketing

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 5 (7.04%) SharePoint
2 1 (1.41%) Elasticsearch
2 1 (1.41%) JBoss
2 1 (1.41%) MS Project Server
Applications
1 5 (7.04%) Microsoft Excel
1 5 (7.04%) Spreadsheet
2 1 (1.41%) Microsoft Office
2 1 (1.41%) Microsoft Project
Cloud Services
1 9 (12.68%) Amazon AWS
2 8 (11.27%) Google Cloud Platform
3 2 (2.82%) Microsoft Azure
4 1 (1.41%) Cloud Computing
4 1 (1.41%) SaaS
Communications & Networking
1 2 (2.82%) SMS
2 1 (1.41%) 802.11
2 1 (1.41%) LDAP
2 1 (1.41%) Wireless
Database & Business Intelligence
1 13 (18.31%) Big Data
2 8 (11.27%) Crystal Reports
2 8 (11.27%) SQL Server Reporting Services
3 5 (7.04%) Geospatial Data
3 5 (7.04%) QlikView
3 5 (7.04%) Relational Database
3 5 (7.04%) SQL Server
4 4 (5.63%) Data Warehouse
5 2 (2.82%) Data Mining
5 2 (2.82%) SQL Server Analysis Services
5 2 (2.82%) SQL Server Integration Services
6 1 (1.41%) Azure SQL Database
6 1 (1.41%) GIS
6 1 (1.41%) Oracle Database
Development Applications
1 5 (7.04%) Eclipse
1 5 (7.04%) JBehave
1 5 (7.04%) JUnit
2 1 (1.41%) Git (software)
2 1 (1.41%) Rational Rhapsody
2 1 (1.41%) SQL Server Management Studio (SSMS)
General
1 15 (21.13%) Finance
2 14 (19.72%) Marketing
3 8 (11.27%) Electronics
3 8 (11.27%) Manufacturing
3 8 (11.27%) Telecoms
4 5 (7.04%) Law
5 2 (2.82%) Military
6 1 (1.41%) Legal
Job Titles
1 27 (38.03%) Analyst
2 13 (18.31%) Data Analyst
3 8 (11.27%) Consultant
3 8 (11.27%) Developer
4 7 (9.86%) Analytics Manager
4 7 (9.86%) Business Analyst
4 7 (9.86%) Business Intelligence Manager
4 7 (9.86%) Insight Manager
5 5 (7.04%) Business Intelligence Analyst
5 5 (7.04%) Java Engineer
5 5 (7.04%) Java Software Engineer
5 5 (7.04%) Software Engineer
5 5 (7.04%) Software Test Engineer
5 5 (7.04%) Test Engineer
6 4 (5.63%) Business Intelligence Developer
6 4 (5.63%) Crystal Reports Analyst
6 4 (5.63%) Report Analyst
6 4 (5.63%) SSRS Analyst
7 3 (4.23%) SQL Analyst
7 3 (4.23%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 5 (7.04%) Velocity
2 4 (5.63%) .NET
3 3 (4.23%) TensorFlow
4 2 (2.82%) Natural Language Processing
4 2 (2.82%) Tapestry
5 1 (1.41%) .NET Framework
5 1 (1.41%) 802.1X
5 1 (1.41%) ADO
5 1 (1.41%) HTML
5 1 (1.41%) Kafka
5 1 (1.41%) ODBC
5 1 (1.41%) Ramda
5 1 (1.41%) Redux
5 1 (1.41%) RxJS
5 1 (1.41%) Web Services
5 1 (1.41%) XML
Miscellaneous
1 7 (9.86%) Analytical Skills
1 7 (9.86%) Embedded Systems
1 7 (9.86%) Management Information System
1 7 (9.86%) Mobile App
2 6 (8.45%) Computer Science
2 6 (8.45%) Data Protection Act
2 6 (8.45%) Robotics
3 5 (7.04%) Algorithms
4 3 (4.23%) Fintech
5 2 (2.82%) User Experience
6 1 (1.41%) 3D Graphics
6 1 (1.41%) Blog
6 1 (1.41%) CUDA
6 1 (1.41%) Greenfield Project
6 1 (1.41%) PMI
6 1 (1.41%) Taxonomies
Operating Systems
1 13 (18.31%) Linux
2 5 (7.04%) Windows
3 2 (2.82%) Unix
Processes & Methodologies
1 20 (28.17%) Business Intelligence
2 14 (19.72%) Project Management
2 14 (19.72%) Validation
3 12 (16.90%) Actionable Insight
3 12 (16.90%) Analytics
3 12 (16.90%) Requirements Engineering
4 11 (15.49%) Agile Software Development
4 11 (15.49%) UML
5 10 (14.08%) Software Engineering
6 9 (12.68%) Visualisation
7 8 (11.27%) Digital Marketing
7 8 (11.27%) Programme Management
8 7 (9.86%) Business Analysis
8 7 (9.86%) Continuous Integration
8 7 (9.86%) Data Visualisation
8 7 (9.86%) SDLC
8 7 (9.86%) Test Automation
9 6 (8.45%) Collaborative Working
9 6 (8.45%) Machine Learning
9 6 (8.45%) MODAF
Programming Languages
1 21 (29.58%) C
2 20 (28.17%) SQL
3 17 (23.94%) Python
4 15 (21.13%) Java
5 12 (16.90%) C++
6 11 (15.49%) MATLAB
7 10 (14.08%) C#
8 8 (11.27%) R
9 4 (5.63%) PL/SQL
9 4 (5.63%) PowerShell
9 4 (5.63%) T-SQL
10 3 (4.23%) JavaScript
10 3 (4.23%) Perl
11 2 (2.82%) Scala
12 1 (1.41%) Clojure
12 1 (1.41%) Embedded C++
12 1 (1.41%) F#
12 1 (1.41%) Haskell
12 1 (1.41%) VB
12 1 (1.41%) VB.NET
Qualifications
1 18 (25.35%) Security Cleared
2 16 (22.54%) Degree
3 11 (15.49%) SC Cleared
4 6 (8.45%) DV Cleared
5 1 (1.41%) APMP
5 1 (1.41%) Microsoft Certification
5 1 (1.41%) PMI Certification
Quality Assurance & Compliance
1 1 (1.41%) Data Quality
1 1 (1.41%) QA
System Software
1 1 (1.41%) Active Directory
Vendors
1 9 (12.68%) Google
2 8 (11.27%) SAP
2 8 (11.27%) Tableau
3 3 (4.23%) Microsoft
4 1 (1.41%) Citrix
4 1 (1.41%) Cognos
4 1 (1.41%) NVIDIA
4 1 (1.41%) Oracle
4 1 (1.41%) Symantec