Period
to 18 November 2017

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

Visualisation
South West > Bristol
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 140 154 144
Rank change year-on-year +14 -10 +21
Permanent jobs citing Visualisation 66 30 53
As % of all permanent IT jobs advertised in Bristol 1.72% 0.93% 1.40%
As % of the Processes & Methodologies category 1.88% 1.02% 1.55%
Number of salaries quoted 59 27 31
Bristol median annual salary £45,000 £45,000 £45,000
10th Percentile £29,650 £33,000 £31,250
90th Percentile £65,250 £81,250 £80,000
South West median annual salary £44,500 £45,000 £45,245
% change year-on-year -1.11% -0.54% +31.14%

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 3515 2932 3421
As % of all permanent IT jobs advertised in Bristol 91.80% 90.97% 90.34%
Number of salaries quoted 2903 2483 2950
Bristol median annual salary £45,000 £44,000 £41,500
Median salary % change year-on-year +2.27% +6.02% +3.75%
10th Percentile £26,250 £27,500 £26,250
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%

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 18 November 2017.

Salary histogram for Visualisation in Bristol

Visualisation
Job Locations in Bristol

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Visualisation within the Bristol region over the 6 months to 18 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Avonmouth - 1 £45,000 -
Visualisation
South West

For the 6 months to 18 November 2017, IT jobs citing 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 Visualisation.

1 36 (54.55%) Business Intelligence
2 35 (53.03%) Data Visualisation
3 34 (51.52%) SQL
4 30 (45.45%) Python
5 21 (31.82%) Tableau
6 20 (30.30%) Agile Software Development
7 19 (28.79%) Analytics
8 17 (25.76%) ETL
9 16 (24.24%) Java
9 16 (24.24%) Amazon AWS
10 15 (22.73%) SQL Server
10 15 (22.73%) Degree
11 14 (21.21%) SQL Server Reporting Services
11 14 (21.21%) Stakeholder Management
12 13 (19.70%) Microsoft
12 13 (19.70%) SQL Server Integration Services
12 13 (19.70%) R
12 13 (19.70%) Big Data
12 13 (19.70%) Google Cloud Platform
13 12 (18.18%) Docker
13 12 (18.18%) Marketing
13 12 (18.18%) Microsoft Excel
13 12 (18.18%) T-SQL
13 12 (18.18%) MATLAB
14 11 (16.67%) Electronics
14 11 (16.67%) C#
14 11 (16.67%) Apache Spark
14 11 (16.67%) Apache Hive
15 10 (15.15%) Power BI
15 10 (15.15%) JavaScript

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 (16.67%) Apache Spark
2 5 (7.58%) Apache Pig
2 5 (7.58%) Elasticsearch
3 4 (6.06%) SAS
4 2 (3.03%) OpenStack
Applications
1 12 (18.18%) Microsoft Excel
2 4 (6.06%) SPSS
3 1 (1.52%) Microsoft Office
Business Applications
1 1 (1.52%) WebTrends
Cloud Services
1 16 (24.24%) Amazon AWS
2 13 (19.70%) Google Cloud Platform
3 9 (13.64%) Microsoft Azure
4 5 (7.58%) Amazon EMR
4 5 (7.58%) Amazon Kinesis
5 4 (6.06%) GitHub
6 3 (4.55%) Cloud Computing
7 1 (1.52%) Adobe Analytics
7 1 (1.52%) Azure Data Factory
7 1 (1.52%) Slack
Communications & Networking
1 6 (9.09%) DHCP
1 6 (9.09%) DNS
1 6 (9.09%) TCP/IP
2 3 (4.55%) LDAP
3 2 (3.03%) Software-Defined Networking
Database & Business Intelligence
1 15 (22.73%) SQL Server
2 14 (21.21%) SQL Server Reporting Services
3 13 (19.70%) Big Data
3 13 (19.70%) SQL Server Integration Services
4 11 (16.67%) Apache Hive
5 10 (15.15%) Power BI
6 9 (13.64%) Hadoop
7 8 (12.12%) BigQuery
7 8 (12.12%) Impala
8 6 (9.09%) Spotfire
9 5 (7.58%) Amazon Redshift
9 5 (7.58%) Data Warehouse
9 5 (7.58%) Presto
10 4 (6.06%) QlikView
11 3 (4.55%) Geospatial Data
11 3 (4.55%) GIS
11 3 (4.55%) NoSQL
12 2 (3.03%) Azure SQL Database
12 2 (3.03%) SQL Server 2012
13 1 (1.52%) Redis
Development Applications
1 3 (4.55%) JIRA
2 2 (3.03%) Git (software)
General
1 12 (18.18%) Marketing
2 11 (16.67%) Electronics
3 10 (15.15%) Telecoms
4 8 (12.12%) Finance
4 8 (12.12%) Manufacturing
5 3 (4.55%) Law
6 2 (3.03%) Aerospace
6 2 (3.03%) Retail
7 1 (1.52%) Advertising
7 1 (1.52%) Local Government
Job Titles
1 24 (36.36%) Developer
2 14 (21.21%) Business Intelligence Developer
3 13 (19.70%) SQL Developer
4 12 (18.18%) Business Developer
4 12 (18.18%) SQL BI Developer
4 12 (18.18%) SQL Server BI Developer
4 12 (18.18%) SQL Server Developer
5 9 (13.64%) Analyst
6 8 (12.12%) Analytics Manager
6 8 (12.12%) Insight Manager
7 7 (10.61%) Business Intelligence Manager
7 7 (10.61%) Systems Engineer
8 6 (9.09%) Data Engineer
8 6 (9.09%) Front End Developer (Client-Side Developer)
9 4 (6.06%) Business Intelligence Analyst
10 3 (4.55%) IT Security Analyst
10 3 (4.55%) Senior Analyst
10 3 (4.55%) Senior Business Intelligence Analyst
10 3 (4.55%) Senior Data Analyst
10 3 (4.55%) Senior Systems Engineer
Libraries, Frameworks & Software Standards
1 7 (10.61%) AngularJS
2 6 (9.09%) .NET
2 6 (9.09%) CSS
2 6 (9.09%) HTML
2 6 (9.09%) React
3 5 (7.58%) Backbone.js
3 5 (7.58%) D3.js
3 5 (7.58%) MLlib
3 5 (7.58%) Pandas
3 5 (7.58%) WebGL
4 3 (4.55%) Natural Language Processing
4 3 (4.55%) TensorFlow
4 3 (4.55%) Theano
5 2 (3.03%) HTML5
5 2 (3.03%) OpenDaylight
6 1 (1.52%) Aurelia
6 1 (1.52%) CSS3
6 1 (1.52%) Entity Framework
6 1 (1.52%) Highcharts JS
6 1 (1.52%) Sass
Miscellaneous
1 9 (13.64%) Computer Science
2 8 (12.12%) Management Information System
2 8 (12.12%) Mobile App
2 8 (12.12%) User Experience
3 7 (10.61%) Analytical Skills
4 5 (7.58%) Algorithms
4 5 (7.58%) Clustering
5 3 (4.55%) Blog
5 3 (4.55%) Data Protection Act
6 2 (3.03%) Greenfield Project
6 2 (3.03%) Internet of Things
6 2 (3.03%) Robotics
7 1 (1.52%) Digital Media
7 1 (1.52%) Smartphone
Operating Systems
1 10 (15.15%) Linux
2 9 (13.64%) Windows
3 7 (10.61%) Unix
4 1 (1.52%) Ubuntu
Processes & Methodologies
1 36 (54.55%) Business Intelligence
2 35 (53.03%) Data Visualisation
3 20 (30.30%) Agile Software Development
4 19 (28.79%) Analytics
5 17 (25.76%) ETL
6 14 (21.21%) Stakeholder Management
7 9 (13.64%) Actionable Insight
7 9 (13.64%) Data Analysis
8 8 (12.12%) Cybersecurity
8 8 (12.12%) DevOps
8 8 (12.12%) Digital Marketing
8 8 (12.12%) Open Source
8 8 (12.12%) Programme Management
9 7 (10.61%) Front End Development
9 7 (10.61%) Mathematics
9 7 (10.61%) SIEM
9 7 (10.61%) Statistics
9 7 (10.61%) Web Development
10 6 (9.09%) Customer Requirements
10 6 (9.09%) Data Management
Programming Languages
1 34 (51.52%) SQL
2 30 (45.45%) Python
3 16 (24.24%) Java
4 13 (19.70%) R
5 12 (18.18%) MATLAB
5 12 (18.18%) T-SQL
6 11 (16.67%) C#
7 10 (15.15%) JavaScript
8 7 (10.61%) Bash Shell
8 7 (10.61%) PowerShell
9 6 (9.09%) Perl
10 5 (7.58%) Scala
11 2 (3.03%) C
11 2 (3.03%) C++
Qualifications
1 15 (22.73%) Degree
2 5 (7.58%) SC Cleared
2 5 (7.58%) Security Cleared
3 3 (4.55%) Computer Science Degree
3 3 (4.55%) Postgraduate
4 1 (1.52%) Numerate Degree
4 1 (1.52%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 4 (6.06%) Data Quality
2 1 (1.52%) QA
System Software
1 12 (18.18%) Docker
2 3 (4.55%) Active Directory
3 1 (1.52%) VMware Infrastructure
Systems Management
1 7 (10.61%) Nessus
1 7 (10.61%) Puppet
2 2 (3.03%) Red Hat Spacewalk
3 1 (1.52%) Ansible
Vendors
1 21 (31.82%) Tableau
2 13 (19.70%) Microsoft
3 10 (15.15%) Google
4 8 (12.12%) SAP
5 7 (10.61%) Cisco
5 7 (10.61%) McAfee
5 7 (10.61%) NetScout
5 7 (10.61%) NetWitness
5 7 (10.61%) Palo Alto
5 7 (10.61%) Sourcefire
6 3 (4.55%) Atlassian
7 2 (3.03%) ArcSight
7 2 (3.03%) Splunk
8 1 (1.52%) Adobe
8 1 (1.52%) Oracle
8 1 (1.52%) Tealium
8 1 (1.52%) VMware