Period
to 23 May 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 23 May 2018 with a comparison to the same period in the previous 2 years.

Data Analysis
South West > Bristol
6 months to
23 May 2018
Same period 2017 Same period 2016
Rank 135 169 127
Rank change year-on-year +34 -42 +26
Permanent jobs citing Data Analysis 63 27 62
As % of all permanent IT jobs advertised in Bristol 1.66% 0.76% 1.76%
As % of the Processes & Methodologies category 1.79% 0.83% 1.93%
Number of salaries quoted 52 22 48
Bristol median annual salary £35,000 £32,500 £45,000
Median salary % change year-on-year +7.69% -27.78% +28.57%
10th Percentile £25,000 £22,775 £29,250
90th Percentile £57,375 £50,000 £69,750
South West median annual salary £40,000 £30,902 £47,000
% change year-on-year +29.44% -34.25% +30.56%

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 3,517 3,236 3,215
As % of all permanent IT jobs advertised in Bristol 92.82% 91.62% 91.47%
Number of salaries quoted 2,945 2,648 2,838
Bristol median annual salary £45,000 £43,250 £40,000
Median salary % change year-on-year +4.05% +8.13% -
10th Percentile £26,250 £27,000 £26,250
90th Percentile £67,000 £67,500 £67,500
South West median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% +1.27%

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 23 May 2018.

Salary histogram for Data Analysis in Bristol

For the 6 months to 23 May 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 35 (55.56%) SQL
2 28 (44.44%) Business Intelligence
3 20 (31.75%) Degree
4 18 (28.57%) Big Data
5 14 (22.22%) Analytical Skills
5 14 (22.22%) Problem-Solving
6 13 (20.63%) Visualisation
6 13 (20.63%) Amazon AWS
6 13 (20.63%) Java
6 13 (20.63%) SAP
6 13 (20.63%) Python
7 12 (19.05%) C
7 12 (19.05%) Analytics
8 11 (17.46%) Tableau
8 11 (17.46%) Artificial Intelligence
8 11 (17.46%) Validation
8 11 (17.46%) Scrum
8 11 (17.46%) T-SQL
8 11 (17.46%) Project Management
9 10 (15.87%) CRM
9 10 (15.87%) Data Warehouse
9 10 (15.87%) Finance
9 10 (15.87%) Agile Software Development
9 10 (15.87%) Data Visualisation
9 10 (15.87%) Security Cleared
9 10 (15.87%) Actionable Insight
10 9 (14.29%) Power BI
10 9 (14.29%) Relational Database
10 9 (14.29%) Continuous Integration
10 9 (14.29%) Machine Learning

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 3 (4.76%) SAS
1 3 (4.76%) SharePoint
2 2 (3.17%) Blackberry Enterprise Server
3 1 (1.59%) Apache Pig
3 1 (1.59%) Apache Solr
3 1 (1.59%) Apache Spark
3 1 (1.59%) Elasticsearch
Applications
1 3 (4.76%) Microsoft Office
2 2 (3.17%) Microsoft Excel
Business Applications
1 1 (1.59%) Cognos TM1
Cloud Services
1 13 (20.63%) Amazon AWS
2 8 (12.70%) Microsoft Azure
3 5 (7.94%) Google Cloud Platform
4 3 (4.76%) Office 365
Communications & Networking
1 4 (6.35%) VPN
2 3 (4.76%) Modbus
3 2 (3.17%) DAB
3 2 (3.17%) SMS
4 1 (1.59%) DHCP
4 1 (1.59%) DNS
4 1 (1.59%) Firewall
4 1 (1.59%) IPv4
4 1 (1.59%) LAN
4 1 (1.59%) TCP/IP
4 1 (1.59%) Wi-Fi
Database & Business Intelligence
1 18 (28.57%) Big Data
2 10 (15.87%) Data Warehouse
3 9 (14.29%) Power BI
3 9 (14.29%) Relational Database
4 8 (12.70%) BusinessObjects
4 8 (12.70%) RDBMS
4 8 (12.70%) SQL Server
5 7 (11.11%) Geospatial Data
6 6 (9.52%) Amazon Redshift
6 6 (9.52%) Data Mart
6 6 (9.52%) SQL Server Reporting Services
7 5 (7.94%) Data Mining
7 5 (7.94%) QlikView
8 3 (4.76%) Microsoft Power View
8 3 (4.76%) PowerPivot
9 2 (3.17%) Microsoft Analysis Services
9 2 (3.17%) NoSQL
9 2 (3.17%) SQL Server Analysis Services
9 2 (3.17%) SQL Server Integration Services
10 1 (1.59%) Crystal Reports
Development Applications
1 1 (1.59%) Bitbucket
1 1 (1.59%) Eclipse
1 1 (1.59%) Selenium
1 1 (1.59%) SonarQube
General
1 10 (15.87%) Finance
2 8 (12.70%) Marketing
3 7 (11.11%) Manufacturing
3 7 (11.11%) Telecoms
4 5 (7.94%) Electronics
5 3 (4.76%) Legal
6 2 (3.17%) Advertising
Job Titles
1 23 (36.51%) Analyst
2 18 (28.57%) Developer
3 12 (19.05%) Business Intelligence Developer
4 10 (15.87%) Business Intelligence Analyst
4 10 (15.87%) SQL Developer
5 9 (14.29%) Business Developer
5 9 (14.29%) Consultant
6 8 (12.70%) Senior Analyst
7 7 (11.11%) SQL Analyst
7 7 (11.11%) SQL BI Developer
7 7 (11.11%) T-SQL Developer
8 6 (9.52%) Agile Developer
8 6 (9.52%) ETL Developer
8 6 (9.52%) Insight Analyst
9 5 (7.94%) Senior Business Intelligence Analyst
9 5 (7.94%) Senior Insight Analyst
9 5 (7.94%) Software Test Engineer
9 5 (7.94%) Test Engineer
10 3 (4.76%) Data Analyst
10 3 (4.76%) Systems Developer
Libraries, Frameworks & Software Standards
1 7 (11.11%) RESTful
2 3 (4.76%) .NET
3 1 (1.59%) Lucene
3 1 (1.59%) Natural Language Processing
Miscellaneous
1 14 (22.22%) Analytical Skills
2 9 (14.29%) Management Information System
3 6 (9.52%) Computer Science
4 2 (3.17%) Acoustics
4 2 (3.17%) Algorithms
4 2 (3.17%) Blog
4 2 (3.17%) Life Science
5 1 (1.59%) e-Learning
5 1 (1.59%) Embedded Systems
5 1 (1.59%) Enterprise Software
5 1 (1.59%) N-Tier
5 1 (1.59%) User Experience
Operating Systems
1 2 (3.17%) Linux
2 1 (1.59%) CentOS
2 1 (1.59%) Ubuntu
2 1 (1.59%) Windows
2 1 (1.59%) Windows Server
Processes & Methodologies
1 28 (44.44%) Business Intelligence
2 14 (22.22%) Problem-Solving
3 13 (20.63%) Visualisation
4 12 (19.05%) Analytics
5 11 (17.46%) Artificial Intelligence
5 11 (17.46%) Project Management
5 11 (17.46%) Scrum
5 11 (17.46%) Validation
6 10 (15.87%) Actionable Insight
6 10 (15.87%) Agile Software Development
6 10 (15.87%) CRM
6 10 (15.87%) Data Visualisation
7 9 (14.29%) Continuous Integration
7 9 (14.29%) Data Analytics
7 9 (14.29%) ETL
7 9 (14.29%) Machine Learning
7 9 (14.29%) UML
8 7 (11.11%) MODAF
8 7 (11.11%) SysML
8 7 (11.11%) TOGAF
Programming Languages
1 35 (55.56%) SQL
2 13 (20.63%) Java
2 13 (20.63%) Python
3 12 (19.05%) C
4 11 (17.46%) T-SQL
5 9 (14.29%) C#
6 8 (12.70%) R
7 3 (4.76%) C++
7 3 (4.76%) VB.NET
8 2 (3.17%) Fortran
8 2 (3.17%) MATLAB
8 2 (3.17%) Perl
9 1 (1.59%) Ruby
9 1 (1.59%) Scala
9 1 (1.59%) VBA
Qualifications
1 20 (31.75%) Degree
2 10 (15.87%) Security Cleared
3 7 (11.11%) DV Cleared
3 7 (11.11%) SC Cleared
4 5 (7.94%) Numerate Degree
5 1 (1.59%) Microsoft Certification
Quality Assurance & Compliance
1 3 (4.76%) QA
2 1 (1.59%) ISO 9001
System Software
1 1 (1.59%) Active Directory
Systems Management
1 1 (1.59%) Systems Management Server (SMS)
Vendors
1 13 (20.63%) SAP
2 11 (17.46%) Tableau
3 7 (11.11%) Microsoft
4 5 (7.94%) Google
5 2 (3.17%) Panasonic
5 2 (3.17%) TOWER Software
6 1 (1.59%) Cognos
6 1 (1.59%) Coverity
6 1 (1.59%) IBM