Period
to 24 February 2018

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 24 February 2018 with a comparison to the same period in the previous 2 years.

Visualisation
South West > Bristol
6 months to
24 Feb 2018
Same period 2017 Same period 2016
Rank 117 144 149
Rank change year-on-year +27 +5 +14
Permanent jobs citing Visualisation 81 40 50
As % of all permanent IT jobs advertised in Bristol 2.29% 1.19% 1.35%
As % of the Processes & Methodologies category 2.51% 1.29% 1.48%
Number of salaries quoted 80 37 29
Bristol median annual salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.56% +28.57%
10th Percentile £29,700 £30,000 £31,950
90th Percentile £57,500 £55,000 £65,000
South West median annual salary £44,736 £45,000 £50,000
% change year-on-year -0.59% -10.00% +47.06%

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 3,226 3,090 3,387
As % of all permanent IT jobs advertised in Bristol 91.10% 92.16% 91.27%
Number of salaries quoted 2,714 2,510 2,965
Bristol median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +6.25%
10th Percentile £27,000 £28,750 £27,500
90th Percentile £66,250 £71,250 £67,200
South West median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% +2.56%

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 24 February 2018.

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 24 February 2018. 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 24 February 2018, 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 51 (62.96%) Python
2 47 (58.02%) Business Intelligence
3 42 (51.85%) SQL
4 40 (49.38%) Data Visualisation
5 35 (43.21%) Tableau
6 30 (37.04%) ETL
7 27 (33.33%) Java
7 27 (33.33%) Docker
7 27 (33.33%) Power BI
8 26 (32.10%) Analytics
8 26 (32.10%) C#
9 24 (29.63%) Microsoft Azure
10 23 (28.40%) Amazon AWS
10 23 (28.40%) Big Data
11 22 (27.16%) Agile Software Development
12 21 (25.93%) PowerShell
12 21 (25.93%) Unix
12 21 (25.93%) Windows
12 21 (25.93%) Linux
12 21 (25.93%) SIEM
12 21 (25.93%) Data Analytics
12 21 (25.93%) Bash Shell
13 20 (24.69%) User Experience
13 20 (24.69%) Spotfire
14 19 (23.46%) Scala
14 19 (23.46%) Open Source
14 19 (23.46%) Data Management
15 18 (22.22%) Amazon Athena
15 18 (22.22%) Amazon Kinesis
15 18 (22.22%) Presto

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 18 (22.22%) Apache Pig
1 18 (22.22%) Elasticsearch
2 17 (20.99%) Apache Spark
3 4 (4.94%) SAS
4 1 (1.23%) SharePoint
Applications
1 10 (12.35%) Microsoft Excel
2 2 (2.47%) SPSS
3 1 (1.23%) Microsoft Office
Cloud Services
1 24 (29.63%) Microsoft Azure
2 23 (28.40%) Amazon AWS
3 18 (22.22%) Amazon EMR
3 18 (22.22%) Amazon Kinesis
4 15 (18.52%) GitHub
5 5 (6.17%) Google Cloud Platform
6 1 (1.23%) Azure Data Factory
Communications & Networking
1 10 (12.35%) DHCP
1 10 (12.35%) DNS
1 10 (12.35%) TCP/IP
Database & Business Intelligence
1 27 (33.33%) Power BI
2 23 (28.40%) Big Data
3 20 (24.69%) Spotfire
4 18 (22.22%) Amazon Athena
4 18 (22.22%) Amazon Redshift
4 18 (22.22%) Apache Hive
4 18 (22.22%) Impala
4 18 (22.22%) Presto
5 17 (20.99%) BigQuery
6 16 (19.75%) SQL Server
7 15 (18.52%) Hadoop
8 14 (17.28%) SQL Server Integration Services
8 14 (17.28%) SQL Server Reporting Services
9 12 (14.81%) QlikView
10 7 (8.64%) Data Warehouse
11 4 (4.94%) SQL Server 2012
11 4 (4.94%) SQL Server Analysis Services
12 1 (1.23%) Azure SQL Database
12 1 (1.23%) Lumira
12 1 (1.23%) Microsoft Power View
Development Applications
1 15 (18.52%) JIRA
2 1 (1.23%) Git (software)
General
1 18 (22.22%) Electronics
2 14 (17.28%) Aerospace
3 3 (3.70%) Finance
3 3 (3.70%) Manufacturing
3 3 (3.70%) Marketing
3 3 (3.70%) Retail
3 3 (3.70%) Telecoms
4 2 (2.47%) Advertising
Job Titles
1 21 (25.93%) Developer
1 21 (25.93%) Systems Engineer
2 19 (23.46%) Data Engineer
3 17 (20.99%) Senior Data Engineer
4 15 (18.52%) AWS Engineer
4 15 (18.52%) Hadoop Engineer
4 15 (18.52%) Senior Hadoop Engineer
5 12 (14.81%) Business Intelligence Developer
6 11 (13.58%) Analyst
6 11 (13.58%) Business Developer
7 10 (12.35%) Senior Systems Engineer
7 10 (12.35%) SQL BI Developer
7 10 (12.35%) SQL Developer
7 10 (12.35%) SQL Server BI Developer
7 10 (12.35%) SQL Server Developer
8 9 (11.11%) Business Intelligence Analyst
9 6 (7.41%) Insight Analyst
9 6 (7.41%) Linux Engineer
9 6 (7.41%) Linux Systems Engineer
9 6 (7.41%) Senior Insight Analyst
Libraries, Frameworks & Software Standards
1 18 (22.22%) MLlib
1 18 (22.22%) Pandas
2 5 (6.17%) AngularJS
2 5 (6.17%) CSS
2 5 (6.17%) React
3 4 (4.94%) .NET
3 4 (4.94%) Backbone.js
3 4 (4.94%) HTML
3 4 (4.94%) WebGL
4 1 (1.23%) Angular 2
4 1 (1.23%) CSS3
4 1 (1.23%) D3.js
4 1 (1.23%) Highcharts JS
4 1 (1.23%) HTML5
4 1 (1.23%) MDX
4 1 (1.23%) Sass
Miscellaneous
1 20 (24.69%) User Experience
2 18 (22.22%) Clustering
3 16 (19.75%) Management Information System
4 10 (12.35%) Analytical Skills
5 5 (6.17%) Algorithms
5 5 (6.17%) Computer Science
6 3 (3.70%) Internet of Things
7 2 (2.47%) CUDA
7 2 (2.47%) Greenfield Project
7 2 (2.47%) Robotics
8 1 (1.23%) Smartphone
Operating Systems
1 21 (25.93%) Linux
1 21 (25.93%) Unix
1 21 (25.93%) Windows
Processes & Methodologies
1 47 (58.02%) Business Intelligence
2 40 (49.38%) Data Visualisation
3 30 (37.04%) ETL
4 26 (32.10%) Analytics
5 22 (27.16%) Agile Software Development
6 21 (25.93%) Data Analytics
6 21 (25.93%) SIEM
7 19 (23.46%) Data Management
7 19 (23.46%) Open Source
8 18 (22.22%) DevOps
8 18 (22.22%) MapReduce
9 16 (19.75%) Continuous Delivery
9 16 (19.75%) Software Engineering
10 15 (18.52%) Coaching
10 15 (18.52%) Scrum
11 12 (14.81%) Data Science
11 12 (14.81%) Stakeholder Management
12 10 (12.35%) Cybersecurity
13 8 (9.88%) Actionable Insight
14 7 (8.64%) Customer Requirements
Programming Languages
1 51 (62.96%) Python
2 42 (51.85%) SQL
3 27 (33.33%) Java
4 26 (32.10%) C#
5 21 (25.93%) Bash Shell
5 21 (25.93%) PowerShell
6 19 (23.46%) Scala
7 13 (16.05%) T-SQL
8 9 (11.11%) R
9 7 (8.64%) Perl
10 5 (6.17%) JavaScript
11 2 (2.47%) C
11 2 (2.47%) C++
11 2 (2.47%) MATLAB
12 1 (1.23%) Data Analysis Expressions (DAX)
Qualifications
1 14 (17.28%) SC Cleared
1 14 (17.28%) Security Cleared
2 13 (16.05%) Degree
3 3 (3.70%) Computer Science Degree
4 2 (2.47%) CCNP
4 2 (2.47%) Cisco Certification
4 2 (2.47%) Numerate Degree
4 2 (2.47%) PhD
5 1 (1.23%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 2 (2.47%) Data Quality
1 2 (2.47%) QA
System Software
1 27 (33.33%) Docker
2 1 (1.23%) VMware Infrastructure
Systems Management
1 10 (12.35%) Nessus
1 10 (12.35%) Puppet
2 3 (3.70%) Red Hat Spacewalk
Vendors
1 35 (43.21%) Tableau
2 15 (18.52%) Atlassian
3 11 (13.58%) Microsoft
4 10 (12.35%) Cisco
4 10 (12.35%) McAfee
4 10 (12.35%) NetScout
4 10 (12.35%) NetWitness
4 10 (12.35%) Palo Alto
4 10 (12.35%) Sourcefire
5 8 (9.88%) ArcSight
6 5 (6.17%) Google
7 3 (3.70%) SAP
7 3 (3.70%) Splunk
8 1 (1.23%) Cognos
8 1 (1.23%) Oracle
8 1 (1.23%) VMware