Period
to 22 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Bristol with a requirement for Data Visualisation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Visualisation over the 6 months to 22 November 2017 with a comparison to the same period in the previous 2 years.

Data Visualization
South West > Bristol
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 168 169 180
Rank change year-on-year +1 +11 +1
Permanent jobs citing Data Visualisation 36 13 18
As % of all permanent IT jobs advertised in Bristol 0.94% 0.40% 0.48%
As % of the Processes & Methodologies category 1.02% 0.44% 0.53%
Number of salaries quoted 32 12 11
Bristol median annual salary £39,991 £48,750 £45,000
Median salary % change year-on-year -17.97% +8.33% +9.09%
10th Percentile £29,250 £42,563 £30,000
90th Percentile £65,250 £86,875 £65,000
South West median annual salary £42,501 £46,250 £45,245
% change year-on-year -8.11% +2.22% +31.14%

Data Visualisation 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 3518 2931 3388
As % of all permanent IT jobs advertised in Bristol 91.90% 91.00% 90.56%
Number of salaries quoted 2900 2476 2923
Bristol median annual salary £45,000 £44,000 £42,000
Median salary % change year-on-year +2.27% +4.76% +5.00%
10th Percentile £26,475 £27,500 £26,750
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 Visualisation
Job Vacancy Trend in Bristol

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

Job vacancy trend for Data Visualisation in Bristol

Data Visualisation
Salary Trend in Bristol

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

Salary trend for Data Visualisation in Bristol

Data Visualisation
Salary Histogram in Bristol

The salary distribution of IT jobs citing Data Visualisation in Bristol over the 6 months to 22 November 2017.

Salary histogram for Data Visualisation in Bristol

For the 6 months to 22 November 2017, IT jobs citing Data Visualisation 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 Visualisation.

1 36 (100.00%) Visualisation
2 33 (91.67%) SQL
3 31 (86.11%) Business Intelligence
4 18 (50.00%) Python
4 18 (50.00%) ETL
4 18 (50.00%) Tableau
5 16 (44.44%) Amazon AWS
6 15 (41.67%) Agile Software Development
7 14 (38.89%) Analytics
8 13 (36.11%) SQL Server Reporting Services
8 13 (36.11%) Stakeholder Management
8 13 (36.11%) Microsoft
8 13 (36.11%) Microsoft Excel
8 13 (36.11%) Google Cloud Platform
9 12 (33.33%) SQL Server
9 12 (33.33%) T-SQL
9 12 (33.33%) R
9 12 (33.33%) SQL Server Integration Services
10 11 (30.56%) Marketing
10 11 (30.56%) Apache Hive
10 11 (30.56%) Big Data
10 11 (30.56%) Electronics
10 11 (30.56%) Apache Spark
11 10 (27.78%) MATLAB
11 10 (27.78%) Google
12 9 (25.00%) Hadoop
12 9 (25.00%) Actionable Insight
13 8 (22.22%) BigQuery
13 8 (22.22%) Mobile App
13 8 (22.22%) Impala

Data Visualisation
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 11 (30.56%) Apache Spark
2 5 (13.89%) Apache Pig
2 5 (13.89%) Elasticsearch
3 3 (8.33%) SAS
Applications
1 13 (36.11%) Microsoft Excel
2 3 (8.33%) SPSS
Business Applications
1 1 (2.78%) WebTrends
Cloud Services
1 16 (44.44%) Amazon AWS
2 13 (36.11%) Google Cloud Platform
3 8 (22.22%) Microsoft Azure
4 5 (13.89%) Amazon EMR
4 5 (13.89%) Amazon Kinesis
5 4 (11.11%) GitHub
6 3 (8.33%) Cloud Computing
7 1 (2.78%) Adobe Analytics
7 1 (2.78%) Azure Data Factory
7 1 (2.78%) Slack
Database & Business Intelligence
1 13 (36.11%) SQL Server Reporting Services
2 12 (33.33%) SQL Server
2 12 (33.33%) SQL Server Integration Services
3 11 (30.56%) Apache Hive
3 11 (30.56%) Big Data
4 9 (25.00%) Hadoop
5 8 (22.22%) BigQuery
5 8 (22.22%) Impala
6 6 (16.67%) Power BI
7 5 (13.89%) Amazon Redshift
7 5 (13.89%) Presto
7 5 (13.89%) Spotfire
8 3 (8.33%) Geospatial Data
8 3 (8.33%) GIS
8 3 (8.33%) NoSQL
9 1 (2.78%) Azure SQL Data Warehouse
9 1 (2.78%) Azure SQL Database
9 1 (2.78%) Data Lake
9 1 (2.78%) Redis
9 1 (2.78%) Relational Database
Development Applications
1 3 (8.33%) JIRA
2 1 (2.78%) Git (software)
General
1 11 (30.56%) Electronics
1 11 (30.56%) Marketing
2 8 (22.22%) Finance
2 8 (22.22%) Manufacturing
2 8 (22.22%) Telecoms
3 3 (8.33%) Law
4 1 (2.78%) Local Government
Job Titles
1 15 (41.67%) Developer
2 13 (36.11%) Business Intelligence Developer
2 13 (36.11%) SQL Developer
3 12 (33.33%) Business Developer
3 12 (33.33%) SQL BI Developer
3 12 (33.33%) SQL Server BI Developer
3 12 (33.33%) SQL Server Developer
4 8 (22.22%) Analytics Manager
4 8 (22.22%) Insight Manager
5 7 (19.44%) Business Intelligence Manager
6 6 (16.67%) Data Engineer
7 5 (13.89%) Analyst
8 3 (8.33%) AWS Engineer
8 3 (8.33%) Data Visualisation Analyst
8 3 (8.33%) Hadoop Engineer
8 3 (8.33%) Senior Business Intelligence Analyst
8 3 (8.33%) Senior Data Engineer
8 3 (8.33%) Senior Hadoop Engineer
8 3 (8.33%) SQL Analyst
8 3 (8.33%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 5 (13.89%) MLlib
1 5 (13.89%) Pandas
2 4 (11.11%) D3.js
3 3 (8.33%) Natural Language Processing
3 3 (8.33%) TensorFlow
3 3 (8.33%) Theano
4 1 (2.78%) .NET
4 1 (2.78%) .NET Framework
4 1 (2.78%) AngularJS
4 1 (2.78%) ASP.NET
4 1 (2.78%) ASP.NET MVC
4 1 (2.78%) Aurelia
4 1 (2.78%) Entity Framework
4 1 (2.78%) Flask
4 1 (2.78%) HTML
4 1 (2.78%) jQuery
Miscellaneous
1 8 (22.22%) Mobile App
2 5 (13.89%) Analytical Skills
2 5 (13.89%) Clustering
3 3 (8.33%) Algorithms
3 3 (8.33%) Blog
3 3 (8.33%) Data Protection Act
3 3 (8.33%) Management Information System
3 3 (8.33%) User Experience
4 2 (5.56%) Internet of Things
5 1 (2.78%) Digital Media
Operating Systems
1 1 (2.78%) Linux
1 1 (2.78%) Ubuntu
Processes & Methodologies
1 36 (100.00%) Visualisation
2 31 (86.11%) Business Intelligence
3 18 (50.00%) ETL
4 15 (41.67%) Agile Software Development
5 14 (38.89%) Analytics
6 13 (36.11%) Stakeholder Management
7 9 (25.00%) Actionable Insight
8 8 (22.22%) Digital Marketing
8 8 (22.22%) Programme Management
9 7 (19.44%) Data Analysis
10 6 (16.67%) DevOps
10 6 (16.67%) Statistics
11 5 (13.89%) MapReduce
12 4 (11.11%) Continuous Delivery
12 4 (11.11%) Machine Learning
12 4 (11.11%) Mathematics
12 4 (11.11%) Scrum
12 4 (11.11%) Web Development
13 3 (8.33%) Coaching
13 3 (8.33%) Dashboard Development
Programming Languages
1 33 (91.67%) SQL
2 18 (50.00%) Python
3 12 (33.33%) R
3 12 (33.33%) T-SQL
4 10 (27.78%) MATLAB
5 6 (16.67%) C#
6 5 (13.89%) Java
6 5 (13.89%) Scala
7 4 (11.11%) JavaScript
Qualifications
1 5 (13.89%) Degree
2 3 (8.33%) Postgraduate
Quality Assurance & Compliance
1 3 (8.33%) Data Quality
System Software
1 5 (13.89%) Docker
Systems Management
1 1 (2.78%) Ansible
Vendors
1 18 (50.00%) Tableau
2 13 (36.11%) Microsoft
3 10 (27.78%) Google
4 8 (22.22%) SAP
5 3 (8.33%) Atlassian
6 1 (2.78%) Adobe
6 1 (2.78%) Oracle
6 1 (2.78%) Tealium