Period
to 19 January 2019

The following table provides summary statistics for permanent job vacancies advertised in Bristol with a requirement for Visualisation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Visualisation over the 6 months to 19 January 2019 with a comparison to the same period in the previous 2 years.

Visualization
South West > Bristol
6 months to
19 Jan 2019
Same period 2018 Same period 2017
Rank 117 129 150
Rank change year-on-year +12 +21 -7
Permanent jobs citing Visualisation 70 72 29
As % of all permanent IT jobs advertised in Bristol 1.99% 1.97% 0.90%
As % of the Processes & Methodologies category 2.10% 2.12% 0.96%
Number of salaries quoted 52 68 26
Bristol median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -5.56%
10th Percentile £30,075 £29,250 £31,500
90th Percentile £56,250 £57,500 £70,000
South West median annual salary £45,000 £42,501 £45,000
% change year-on-year +5.88% -5.55% -

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 3,331 3,400 3,007
As % of all permanent IT jobs advertised in Bristol 94.58% 93.13% 93.36%
Number of salaries quoted 2,650 2,808 2,469
Bristol median annual salary £45,000 £45,000 £45,000
10th Percentile £27,500 £26,250 £27,500
90th Percentile £71,025 £67,500 £71,250
South West median annual salary £45,000 £42,500 £41,000
% change year-on-year +5.88% +3.66% +2.50%

Visualisation
Job Vacancy Trend in Bristol

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

Job vacancy trend for Visualisation in Bristol

Visualisation
Salary Trend in Bristol

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

Salary trend for Visualisation in Bristol

Visualisation
Salary Histogram in Bristol

The salary distribution of IT jobs citing Visualisation in Bristol over the 6 months to 19 January 2019.

Salary histogram for Visualisation in Bristol

For the 6 months to 19 January 2019, IT jobs citing Visualisation 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 Visualisation.

1 34 (48.57%) Analytics
2 27 (38.57%) Tableau
3 26 (37.14%) Python
3 26 (37.14%) Business Intelligence
4 25 (35.71%) Data Visualisation
5 21 (30.00%) SQL
5 21 (30.00%) Data Analytics
6 19 (27.14%) Linux
6 19 (27.14%) QlikView
7 18 (25.71%) SIEM
7 18 (25.71%) Bash Shell
7 18 (25.71%) PowerShell
7 18 (25.71%) Windows
7 18 (25.71%) Cybersecurity
8 17 (24.29%) Finance
9 16 (22.86%) Problem-Solving
10 15 (21.43%) Analytical Skills
10 15 (21.43%) Spotfire
10 15 (21.43%) R
11 14 (20.00%) Machine Learning
12 12 (17.14%) Power BI
13 11 (15.71%) Data Quality
13 11 (15.71%) SAS
14 10 (14.29%) TCP/IP
14 10 (14.29%) Unix
14 10 (14.29%) Java
14 10 (14.29%) SPSS
14 10 (14.29%) Stakeholder Management
14 10 (14.29%) REST
14 10 (14.29%) Data Cleansing

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 (15.71%) SAS
2 3 (4.29%) Apache Spark
Applications
1 10 (14.29%) SPSS
2 3 (4.29%) Adobe Illustrator
2 3 (4.29%) Microsoft Office
2 3 (4.29%) Photoshop
3 2 (2.86%) Microsoft Excel
Business Applications
1 3 (4.29%) Elite 3E
Cloud Services
1 2 (2.86%) Microsoft Azure
2 1 (1.43%) Amazon AWS
2 1 (1.43%) Google Cloud Platform
2 1 (1.43%) npm
Communications & Networking
1 10 (14.29%) TCP/IP
2 9 (12.86%) DHCP
2 9 (12.86%) DNS
2 9 (12.86%) Sourcefire
3 1 (1.43%) iSCSI
Database & Business Intelligence
1 19 (27.14%) QlikView
2 15 (21.43%) Spotfire
3 12 (17.14%) Power BI
4 8 (11.43%) SQL Server Reporting Services
5 5 (7.14%) GIS
6 3 (4.29%) BusinessObjects
6 3 (4.29%) SQL Server Integration Services
7 2 (2.86%) Apache Hive
7 2 (2.86%) Big Data
7 2 (2.86%) Data Warehouse
7 2 (2.86%) Hadoop
7 2 (2.86%) SQL Server
8 1 (1.43%) Cognos Framework Manager
8 1 (1.43%) Data Mining
8 1 (1.43%) Neo4j
Development Applications
1 2 (2.86%) Git (software)
2 1 (1.43%) Mercurial
2 1 (1.43%) webpack
General
1 17 (24.29%) Finance
2 9 (12.86%) Aerospace
3 3 (4.29%) Banking
3 3 (4.29%) Legal
4 1 (1.43%) Electronics
4 1 (1.43%) Marketing
4 1 (1.43%) Retail
Job Titles
1 15 (21.43%) Consultant
1 15 (21.43%) Developer
2 10 (14.29%) Analyst
2 10 (14.29%) Analytics Consultant
2 10 (14.29%) Data Analytics Consultant
2 10 (14.29%) Data Consultant
2 10 (14.29%) Senior Consultant
2 10 (14.29%) Senior Data Analytics Consultant
2 10 (14.29%) Systems Engineer
3 9 (12.86%) Python Developer
4 8 (11.43%) Business Intelligence Analyst
4 8 (11.43%) Integration Developer
5 6 (8.57%) C++ Software Engineer
5 6 (8.57%) Data Scientist
5 6 (8.57%) Software Engineer
6 5 (7.14%) C# Software Engineer
7 4 (5.71%) Architect
7 4 (5.71%) Senior Data Warehouse Specialist
7 4 (5.71%) Solutions Architect
7 4 (5.71%) Tableau Consultant
Libraries, Frameworks & Software Standards
1 10 (14.29%) JSON
1 10 (14.29%) REST
2 9 (12.86%) Regular Expression
2 9 (12.86%) RESTful
3 6 (8.57%) CSS
3 6 (8.57%) CSS3
3 6 (8.57%) HTML
3 6 (8.57%) HTML5
4 3 (4.29%) AngularJS
5 2 (2.86%) scikit-learn
6 1 (1.43%) .NET
6 1 (1.43%) Express
6 1 (1.43%) Keras
6 1 (1.43%) Natural Language Processing
6 1 (1.43%) Node.js
6 1 (1.43%) NumPy
6 1 (1.43%) Pandas
6 1 (1.43%) Redux
6 1 (1.43%) SciPy
6 1 (1.43%) TensorFlow
Miscellaneous
1 15 (21.43%) Analytical Skills
2 10 (14.29%) Algorithms
3 4 (5.71%) User Experience
4 1 (1.43%) Credit Risk
4 1 (1.43%) Graphic Design
Operating Systems
1 19 (27.14%) Linux
2 18 (25.71%) Windows
3 10 (14.29%) Unix
Processes & Methodologies
1 34 (48.57%) Analytics
2 26 (37.14%) Business Intelligence
3 25 (35.71%) Data Visualisation
4 21 (30.00%) Data Analytics
5 18 (25.71%) Cybersecurity
5 18 (25.71%) SIEM
6 16 (22.86%) Problem-Solving
7 14 (20.00%) Machine Learning
8 10 (14.29%) Data Cleansing
8 10 (14.29%) Data Governance
8 10 (14.29%) Stakeholder Management
9 9 (12.86%) API Integration
9 9 (12.86%) Customer Requirements
9 9 (12.86%) Data Management
9 9 (12.86%) Patch Management
9 9 (12.86%) Systems Engineering
9 9 (12.86%) Task Automation
10 7 (10.00%) Data Science
11 6 (8.57%) Software Engineering
12 5 (7.14%) Artificial Intelligence
Programming Languages
1 26 (37.14%) Python
2 21 (30.00%) SQL
3 18 (25.71%) Bash Shell
3 18 (25.71%) PowerShell
4 15 (21.43%) R
5 10 (14.29%) Java
6 6 (8.57%) C++
7 5 (7.14%) C#
8 4 (5.71%) JavaScript
9 1 (1.43%) Cypher
9 1 (1.43%) ES6
9 1 (1.43%) MATLAB
9 1 (1.43%) Scala
9 1 (1.43%) Shell Script
9 1 (1.43%) T-SQL
Qualifications
1 8 (11.43%) Degree
2 5 (7.14%) PhD
3 4 (5.71%) SC Cleared
3 4 (5.71%) Security Cleared
4 2 (2.86%) Computer Science Degree
5 1 (1.43%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 11 (15.71%) Data Quality
System Software
1 9 (12.86%) Docker
2 1 (1.43%) Hyper-V
2 1 (1.43%) KVM
2 1 (1.43%) VMware Infrastructure
Systems Management
1 9 (12.86%) Nessus
1 9 (12.86%) Puppet
1 9 (12.86%) Red Hat Spacewalk
Vendors
1 27 (38.57%) Tableau
2 9 (12.86%) ArcSight
2 9 (12.86%) Cisco
2 9 (12.86%) McAfee
2 9 (12.86%) NetScout
2 9 (12.86%) NetWitness
2 9 (12.86%) Palo Alto
2 9 (12.86%) Splunk
3 6 (8.57%) Cognos
4 4 (5.71%) Microsoft
5 3 (4.29%) Aderant
5 3 (4.29%) Adobe
5 3 (4.29%) SAP
6 1 (1.43%) Google
6 1 (1.43%) MicroStrategy
6 1 (1.43%) Oracle
6 1 (1.43%) VMware