Period
to 20 January 2018

The following table provides summary statistics for permanent job vacancies advertised in the South West 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 20 January 2018 with a comparison to the same period in the previous 2 years.

Visualisation
England > South West
6 months to
20 Jan 2018
Same period 2017 Same period 2016
Rank 191 218 216
Rank change year-on-year +27 -2 +57
Permanent jobs citing Visualisation 154 127 147
As % of all permanent IT jobs advertised in the South West 1.53% 1.21% 1.27%
As % of the Processes & Methodologies category 1.72% 1.35% 1.42%
Number of salaries quoted 138 86 74
South West median annual salary £42,501 £45,000 £45,000
Median salary % change year-on-year -5.55% - +30.43%
10th Percentile £28,375 £33,375 £26,950
90th Percentile £63,750 £66,250 £65,000
England median annual salary £52,500 £52,500 £52,500

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 the South West with a requirement for process or methodology skills.

All Process and Methodology Skills
South West
Permanent vacancies with a requirement for process or methodology skills 8,978 9,396 10,348
As % of all permanent IT jobs advertised in the South West 89.09% 89.47% 89.73%
Number of salaries quoted 7,371 7,788 8,697
South West median annual salary £42,500 £41,500 £40,000
Median salary % change year-on-year +2.41% +3.75% +3.90%
10th Percentile £26,250 £26,250 £25,650
90th Percentile £63,750 £65,000 £63,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Visualisation
Job Vacancy Trend in the South West

Job postings citing Visualisation as a percentage of all IT jobs advertised in the South West.

Job vacancy trend for Visualisation in the South West

Visualisation
Salary Trend in the South West

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

Salary trend for Visualisation in the South West

Visualisation
Salary Histogram in the South West

The salary distribution of IT jobs citing Visualisation in the South West over the 6 months to 20 January 2018.

Salary histogram for Visualisation in the South West

Visualisation
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Visualisation within the South West region over the 6 months to 20 January 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
Bristol +26 72 £45,000 +5.88% 10
Gloucestershire +10 30 £50,000 -9.09% 2
Dorset -4 20 £33,350 -25.89% 1
Devon +8 9 £80,000 +93.94% 2
Somerset 0 9 £37,500 -21.05% 1
Cornwall - 7 £35,000 - 1
Wiltshire -9 4 £37,500 -11.76% 2
Visualisation
England

For the 6 months to 20 January 2018, 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 South West region with a requirement for Visualisation.

1 90 (58.44%) Business Intelligence
2 88 (57.14%) SQL
3 60 (38.96%) Data Visualisation
4 52 (33.77%) SQL Server
5 51 (33.12%) Tableau
6 50 (32.47%) Analytics
6 50 (32.47%) ETL
7 49 (31.82%) SQL Server Reporting Services
8 48 (31.17%) Microsoft
9 45 (29.22%) Python
10 40 (25.97%) Power BI
11 38 (24.68%) SQL Server Integration Services
12 34 (22.08%) Degree
12 34 (22.08%) Java
13 33 (21.43%) Data Warehouse
14 31 (20.13%) T-SQL
14 31 (20.13%) Big Data
14 31 (20.13%) Microsoft Azure
14 31 (20.13%) Amazon AWS
15 26 (16.88%) Agile Software Development
15 26 (16.88%) QlikView
16 23 (14.94%) Stakeholder Management
16 23 (14.94%) C#
16 23 (14.94%) Docker
16 23 (14.94%) Analytical Skills
17 22 (14.29%) Microsoft Excel
18 20 (12.99%) Data Analytics
19 19 (12.34%) User Experience
19 19 (12.34%) Linux
19 19 (12.34%) Finance

Visualisation
Co-occurring IT Skills in the South West 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 16 (10.39%) Apache Pig
1 16 (10.39%) Apache Spark
1 16 (10.39%) Elasticsearch
2 5 (3.25%) SAS
3 4 (2.60%) SharePoint
4 2 (1.30%) IIS
4 2 (1.30%) MS Exchange
4 2 (1.30%) nginx
4 2 (1.30%) WordPress
5 1 (0.65%) Apache
5 1 (0.65%) CMS
5 1 (0.65%) Gunicorn
Applications
1 22 (14.29%) Microsoft Excel
2 3 (1.95%) SPSS
3 2 (1.30%) Adobe Illustrator
4 1 (0.65%) Microsoft Office
Business Applications
1 5 (3.25%) SAP Business ByDesign
1 5 (3.25%) SAP Business One
2 4 (2.60%) Dynamics AX
3 3 (1.95%) Cognos Business Intelligence
4 1 (0.65%) WebTrends
Cloud Services
1 31 (20.13%) Amazon AWS
1 31 (20.13%) Microsoft Azure
2 14 (9.09%) Amazon EMR
2 14 (9.09%) Amazon Kinesis
3 11 (7.14%) GitHub
4 6 (3.90%) Google Cloud Platform
5 1 (0.65%) Adobe Analytics
5 1 (0.65%) Amazon SQS
5 1 (0.65%) AWS CloudFormation
5 1 (0.65%) AWS Lambda
5 1 (0.65%) Azure Data Factory
5 1 (0.65%) Serverless
Communications & Networking
1 10 (6.49%) TCP/IP
2 8 (5.19%) DHCP
2 8 (5.19%) DNS
3 2 (1.30%) 3G
3 2 (1.30%) Firewall
3 2 (1.30%) HTTP
3 2 (1.30%) LAN
3 2 (1.30%) SSL
3 2 (1.30%) WAN
Database & Business Intelligence
1 52 (33.77%) SQL Server
2 49 (31.82%) SQL Server Reporting Services
3 40 (25.97%) Power BI
4 38 (24.68%) SQL Server Integration Services
5 33 (21.43%) Data Warehouse
6 31 (20.13%) Big Data
7 26 (16.88%) QlikView
8 19 (12.34%) SQL Server Analysis Services
9 18 (11.69%) Apache Hive
9 18 (11.69%) Hadoop
10 15 (9.74%) Spotfire
11 14 (9.09%) Amazon Athena
11 14 (9.09%) Amazon Redshift
11 14 (9.09%) BusinessObjects
12 13 (8.44%) Impala
12 13 (8.44%) Presto
13 12 (7.79%) BigQuery
14 7 (4.55%) Crystal Reports
14 7 (4.55%) Semantic Layer
14 7 (4.55%) SQL Server 2012
Development Applications
1 12 (7.79%) JIRA
2 4 (2.60%) Git (software)
3 3 (1.95%) Selenium
4 2 (1.30%) Atlassian Bamboo
4 2 (1.30%) Bitbucket
4 2 (1.30%) CodeSonar
4 2 (1.30%) git-flow
4 2 (1.30%) Robot Framework
4 2 (1.30%) webpack
5 1 (0.65%) CircleCI
5 1 (0.65%) Grunt
5 1 (0.65%) Team Foundation Server
5 1 (0.65%) Toad
General
1 19 (12.34%) Finance
2 11 (7.14%) Electronics
3 7 (4.55%) Manufacturing
4 6 (3.90%) Retail
5 4 (2.60%) Aerospace
5 4 (2.60%) Marketing
6 3 (1.95%) Banking
6 3 (1.95%) Financial Institution
7 2 (1.30%) Advertising
7 2 (1.30%) Games
8 1 (0.65%) Telecoms
Job Titles
1 53 (34.42%) Developer
2 29 (18.83%) Business Intelligence Developer
3 26 (16.88%) Analyst
4 23 (14.94%) Business Developer
5 18 (11.69%) SQL BI Developer
5 18 (11.69%) SQL Developer
6 17 (11.04%) SQL Server BI Developer
6 17 (11.04%) SQL Server Developer
7 15 (9.74%) Data Engineer
8 14 (9.09%) Business Intelligence Analyst
9 13 (8.44%) Senior Data Engineer
10 10 (6.49%) AWS Engineer
10 10 (6.49%) Consultant
10 10 (6.49%) Hadoop Engineer
10 10 (6.49%) Senior Hadoop Engineer
11 9 (5.84%) Data Scientist
11 9 (5.84%) Systems Engineer
12 8 (5.19%) Architect
12 8 (5.19%) QlikView Developer
12 8 (5.19%) Senior Analyst
Libraries, Frameworks & Software Standards
1 14 (9.09%) MLlib
1 14 (9.09%) Pandas
2 10 (6.49%) CSS
2 10 (6.49%) HTML
3 9 (5.84%) .NET
3 9 (5.84%) REST
4 8 (5.19%) AngularJS
5 7 (4.55%) React
5 7 (4.55%) Web Services
6 6 (3.90%) Node.js
7 5 (3.25%) Backbone.js
7 5 (3.25%) SOAP
7 5 (3.25%) WebGL
8 4 (2.60%) Django
8 4 (2.60%) HTML5
9 3 (1.95%) Java EE
9 3 (1.95%) jQuery
9 3 (1.95%) JSON
9 3 (1.95%) LDAP
9 3 (1.95%) XML
Miscellaneous
1 23 (14.94%) Analytical Skills
2 19 (12.34%) User Experience
3 14 (9.09%) Algorithms
3 14 (9.09%) Clustering
4 13 (8.44%) Computer Science
5 8 (5.19%) Management Information System
6 4 (2.60%) Internet of Things
6 4 (2.60%) Robotics
7 2 (1.30%) CUDA
7 2 (1.30%) Cybercrime
7 2 (1.30%) Data Structures
7 2 (1.30%) FMCG
7 2 (1.30%) Graphic Design
7 2 (1.30%) Greenfield Project
7 2 (1.30%) Social Media
8 1 (0.65%) Fintech
8 1 (0.65%) Mobile App
8 1 (0.65%) PKI
8 1 (0.65%) Reference Data
8 1 (0.65%) Smartphone
Operating Systems
1 19 (12.34%) Linux
2 15 (9.74%) Windows
3 9 (5.84%) Unix
4 3 (1.95%) Apple iOS
5 2 (1.30%) Android
5 2 (1.30%) Mac OS X
Processes & Methodologies
1 90 (58.44%) Business Intelligence
2 60 (38.96%) Data Visualisation
3 50 (32.47%) Analytics
3 50 (32.47%) ETL
4 26 (16.88%) Agile Software Development
5 23 (14.94%) Stakeholder Management
6 20 (12.99%) Data Analytics
7 18 (11.69%) Data Management
7 18 (11.69%) Mathematics
8 17 (11.04%) Data Modelling
8 17 (11.04%) Software Engineering
9 16 (10.39%) Open Source
10 15 (9.74%) Data Analysis
11 14 (9.09%) DevOps
11 14 (9.09%) MapReduce
12 13 (8.44%) Cybersecurity
12 13 (8.44%) Scrum
13 11 (7.14%) Continuous Delivery
14 10 (6.49%) Coaching
14 10 (6.49%) Machine Learning
Programming Languages
1 88 (57.14%) SQL
2 45 (29.22%) Python
3 34 (22.08%) Java
4 31 (20.13%) T-SQL
5 23 (14.94%) C#
6 18 (11.69%) R
7 16 (10.39%) Scala
8 15 (9.74%) JavaScript
9 12 (7.79%) Bash Shell
10 10 (6.49%) C++
10 10 (6.49%) PowerShell
11 8 (5.19%) C
12 6 (3.90%) Perl
13 5 (3.25%) VBA
14 2 (1.30%) ES6
14 2 (1.30%) Korn
14 2 (1.30%) MATLAB
14 2 (1.30%) Objective-C
14 2 (1.30%) TypeScript
15 1 (0.65%) U-SQL
Qualifications
1 34 (22.08%) Degree
2 11 (7.14%) Security Cleared
3 8 (5.19%) PhD
4 5 (3.25%) DV Cleared
4 5 (3.25%) SC Cleared
5 4 (2.60%) Numerate Degree
6 3 (1.95%) Computer Science Degree
6 3 (1.95%) ITIL Certification
7 1 (0.65%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 7 (4.55%) Data Quality
2 6 (3.90%) QA
3 1 (0.65%) GDPR
3 1 (0.65%) WCAG
System Software
1 23 (14.94%) Docker
2 8 (5.19%) VMware Infrastructure
3 7 (4.55%) Hyper-V
4 5 (3.25%) Active Directory
5 2 (1.30%) vSphere
Systems Management
1 10 (6.49%) Puppet
2 8 (5.19%) Nessus
3 3 (1.95%) Red Hat Spacewalk
3 3 (1.95%) Salt
4 1 (0.65%) Ansible
Vendors
1 51 (33.12%) Tableau
2 48 (31.17%) Microsoft
3 12 (7.79%) Cognos
4 11 (7.14%) Oracle
5 10 (6.49%) Atlassian
6 9 (5.84%) Google
7 8 (5.19%) Cisco
7 8 (5.19%) McAfee
7 8 (5.19%) NetScout
7 8 (5.19%) NetWitness
7 8 (5.19%) Palo Alto
7 8 (5.19%) Sourcefire
7 8 (5.19%) VMware
8 7 (4.55%) SAP
9 6 (3.90%) IBM
10 4 (2.60%) ArcSight
11 3 (1.95%) Adobe
11 3 (1.95%) Hortonworks
11 3 (1.95%) Splunk
11 3 (1.95%) Teradata