Period
to 17 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Bristol with a requirement for Data Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analytics over the 6 months to 17 October 2018 with a comparison to the same period in the previous 2 years.

Data Analytics
South West > Bristol
6 months to
17 Oct 2018
Same period 2017 Same period 2016
Rank 140 167 147
Rank change year-on-year +27 -20 +28
Permanent jobs citing Data Analytics 50 38 32
As % of all permanent IT jobs advertised in Bristol 1.37% 1.00% 1.00%
As % of the Processes & Methodologies category 1.46% 1.08% 1.09%
Number of salaries quoted 38 34 24
Bristol median annual salary £47,500 £52,500 £44,375
Median salary % change year-on-year -9.52% +18.31% -6.58%
10th Percentile £35,000 £31,250 £30,225
90th Percentile £78,000 £80,000 £81,250
South West median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +11.11%

Data Analytics 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 3,416 3,530 2,936
As % of all permanent IT jobs advertised in Bristol 93.26% 92.80% 91.55%
Number of salaries quoted 2,785 2,914 2,540
Bristol median annual salary £45,000 £44,000 £42,500
Median salary % change year-on-year +2.27% +3.53% +6.25%
10th Percentile £26,250 £26,250 £27,250
90th Percentile £67,500 £67,500 £68,750
South West median annual salary £44,000 £42,500 £40,000
% change year-on-year +3.53% +6.25% -

Data Analytics
Job Vacancy Trend in Bristol

Job postings citing Data Analytics as a percentage of all IT jobs advertised in Bristol.

Job vacancy trend for Data Analytics in Bristol

Data Analytics
Salary Trend in Bristol

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

Salary trend for Data Analytics in Bristol

Data Analytics
Salary Histogram in Bristol

The salary distribution of IT jobs citing Data Analytics in Bristol over the 6 months to 17 October 2018.

Salary histogram for Data Analytics in Bristol

For the 6 months to 17 October 2018, IT jobs citing Data Analytics 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 Analytics.

1 50 (100.00%) Analytics
2 22 (44.00%) Business Intelligence
3 21 (42.00%) Visualisation
4 17 (34.00%) Software Engineering
4 17 (34.00%) Tableau
5 16 (32.00%) Degree
5 16 (32.00%) C++
6 15 (30.00%) Machine Learning
7 14 (28.00%) Finance
7 14 (28.00%) Agile Software Development
8 13 (26.00%) Computer Science
8 13 (26.00%) SQL
8 13 (26.00%) Analytical Skills
9 12 (24.00%) Electronics
10 11 (22.00%) C
10 11 (22.00%) Linux
10 11 (22.00%) PhD
10 11 (22.00%) Problem-Solving
11 10 (20.00%) Big Data
11 10 (20.00%) Spotfire
12 9 (18.00%) Open Source
12 9 (18.00%) R
12 9 (18.00%) Java
12 9 (18.00%) Stakeholder Management
13 8 (16.00%) C#
13 8 (16.00%) SAS
13 8 (16.00%) Data Quality
13 8 (16.00%) Power BI
14 7 (14.00%) SDLC
14 7 (14.00%) Data Governance

Data Analytics
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 8 (16.00%) SAS
2 5 (10.00%) Apache Spark
3 3 (6.00%) Apache Pig
3 3 (6.00%) Elasticsearch
Applications
1 7 (14.00%) SPSS
2 1 (2.00%) Adobe Illustrator
2 1 (2.00%) Microsoft Excel
2 1 (2.00%) Microsoft Office
2 1 (2.00%) Photoshop
Cloud Services
1 4 (8.00%) Microsoft Azure
2 3 (6.00%) Amazon AWS
2 3 (6.00%) Amazon EMR
2 3 (6.00%) Amazon Kinesis
2 3 (6.00%) GitHub
3 2 (4.00%) Google Analytics
4 1 (2.00%) Cloud Computing
4 1 (2.00%) IaaS
4 1 (2.00%) IBM Cloud
4 1 (2.00%) PaaS
4 1 (2.00%) SaaS
Database & Business Intelligence
1 10 (20.00%) Big Data
1 10 (20.00%) Spotfire
2 8 (16.00%) Power BI
3 7 (14.00%) QlikView
4 5 (10.00%) Apache Hive
4 5 (10.00%) GIS
4 5 (10.00%) Hadoop
5 3 (6.00%) Amazon Athena
5 3 (6.00%) Amazon Redshift
5 3 (6.00%) BigQuery
5 3 (6.00%) Data Warehouse
5 3 (6.00%) Impala
5 3 (6.00%) Presto
6 2 (4.00%) Mixpanel
7 1 (2.00%) Data Mart
7 1 (2.00%) SQL Server Analysis Services
7 1 (2.00%) SQL Server Integration Services
7 1 (2.00%) SQL Server Reporting Services
Development Applications
1 7 (14.00%) JIRA
2 2 (4.00%) Team Foundation Server
General
1 14 (28.00%) Finance
2 12 (24.00%) Electronics
3 7 (14.00%) Banking
4 5 (10.00%) Manufacturing
4 5 (10.00%) Marketing
4 5 (10.00%) Telecoms
5 2 (4.00%) Legal
6 1 (2.00%) Games
6 1 (2.00%) Law
Job Titles
1 14 (28.00%) C++ Software Engineer
1 14 (28.00%) Software Engineer
2 9 (18.00%) Consultant
3 7 (14.00%) Analytics Consultant
3 7 (14.00%) C Software Engineer
3 7 (14.00%) C/C++ Software Engineer
3 7 (14.00%) Data Analytics Consultant
3 7 (14.00%) Data Consultant
3 7 (14.00%) Linux Engineer
3 7 (14.00%) Senior Consultant
3 7 (14.00%) Senior Data Analytics Consultant
4 6 (12.00%) Developer
4 6 (12.00%) Senior Developer
5 5 (10.00%) Analyst
5 5 (10.00%) C# Software Engineer
5 5 (10.00%) Java Software Developer
5 5 (10.00%) PHP Developer
5 5 (10.00%) Senior Java Software Developer
5 5 (10.00%) Senior Software Developer
5 5 (10.00%) Software Developer
Libraries, Frameworks & Software Standards
1 6 (12.00%) Middleware
2 5 (10.00%) Node.js
2 5 (10.00%) Spring
2 5 (10.00%) Spring MVC
3 3 (6.00%) MLlib
3 3 (6.00%) Pandas
4 2 (4.00%) XML
5 1 (2.00%) CSS
5 1 (2.00%) CSS3
5 1 (2.00%) HTML
5 1 (2.00%) HTML5
Miscellaneous
1 13 (26.00%) Analytical Skills
1 13 (26.00%) Computer Science
2 3 (6.00%) Clustering
2 3 (6.00%) Fintech
2 3 (6.00%) User Experience
3 2 (4.00%) Algorithms
4 1 (2.00%) Management Information System
Operating Systems
1 11 (22.00%) Linux
Processes & Methodologies
1 50 (100.00%) Analytics
2 22 (44.00%) Business Intelligence
3 21 (42.00%) Visualisation
4 17 (34.00%) Software Engineering
5 15 (30.00%) Machine Learning
6 14 (28.00%) Agile Software Development
7 11 (22.00%) Problem-Solving
8 9 (18.00%) Open Source
8 9 (18.00%) Stakeholder Management
9 7 (14.00%) Data Cleansing
9 7 (14.00%) Data Governance
9 7 (14.00%) Data Visualisation
9 7 (14.00%) SDLC
10 6 (12.00%) Artificial Intelligence
10 6 (12.00%) Coaching
10 6 (12.00%) Parallel Programming
10 6 (12.00%) Scrum
10 6 (12.00%) Wireframes
11 5 (10.00%) MVC
11 5 (10.00%) Programme Management
Programming Languages
1 16 (32.00%) C++
2 13 (26.00%) SQL
3 11 (22.00%) C
4 9 (18.00%) Java
4 9 (18.00%) R
5 8 (16.00%) C#
6 6 (12.00%) Python
7 5 (10.00%) Go
7 5 (10.00%) JavaScript
7 5 (10.00%) PHP
8 3 (6.00%) Scala
9 1 (2.00%) Java 8
Qualifications
1 16 (32.00%) Degree
2 11 (22.00%) PhD
3 5 (10.00%) Computer Science Degree
4 2 (4.00%) ISEB
4 2 (4.00%) ISTQB
4 2 (4.00%) ISTQB Foundation Certification
5 1 (2.00%) Numerate Degree
Quality Assurance & Compliance
1 8 (16.00%) Data Quality
2 2 (4.00%) QA
System Software
1 3 (6.00%) Docker
Systems Management
1 1 (2.00%) Kubernetes
Vendors
1 17 (34.00%) Tableau
2 5 (10.00%) SAP
3 3 (6.00%) Atlassian
3 3 (6.00%) Microsoft
4 2 (4.00%) BT
4 2 (4.00%) Google
5 1 (2.00%) Adobe
5 1 (2.00%) IBM