Period
to 19 April 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 19 April 2018 with a comparison to the same period in the previous 2 years.

Visualization
England > South West
6 months to
19 Apr 2018
Same period 2017 Same period 2016
Rank 187 239 183
Rank change year-on-year +52 -56 +83
Permanent jobs citing Visualisation 172 105 187
As % of all permanent IT jobs advertised in the South West 1.62% 1.03% 1.63%
As % of the Processes & Methodologies category 1.79% 1.13% 1.81%
Number of salaries quoted 154 87 115
South West median annual salary £45,000 £42,500 £50,000
Median salary % change year-on-year +5.88% -15.00% +42.86%
10th Percentile £29,750 £28,982 £30,500
90th Percentile £61,375 £60,000 £65,000
England median annual salary £55,000 £52,500 £52,500
% change year-on-year +4.76% - +5.00%

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 9,628 9,325 10,334
As % of all permanent IT jobs advertised in the South West 90.62% 91.23% 90.31%
Number of salaries quoted 7,906 7,644 8,597
South West median annual salary £42,500 £41,000 £40,000
Median salary % change year-on-year +3.66% +2.50% +2.56%
10th Percentile £26,250 £26,250 £25,500
90th Percentile £63,750 £64,179 £65,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +2.15%

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 19 April 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 19 April 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 +28 93 £45,000 +5.88% 16
Gloucestershire +41 38 £50,000 +25.00% 6
Somerset +15 12 £40,000 -15.79% 7
Dorset -31 12 £37,750 +11.03% 1
Devon +9 8 £77,500 +106.67% 2
Wiltshire -15 4 £40,000 -0.48% 2
Cornwall - 4 £35,000 - 1
Visualisation
England

For the 6 months to 19 April 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 South West region with a requirement for Visualisation.

1 97 (56.40%) SQL
2 93 (54.07%) Business Intelligence
3 80 (46.51%) Data Visualisation
4 73 (42.44%) Python
5 67 (38.95%) Tableau
6 63 (36.63%) Analytics
7 55 (31.98%) Power BI
8 49 (28.49%) ETL
9 47 (27.33%) Agile Software Development
10 45 (26.16%) SQL Server
11 44 (25.58%) Amazon AWS
12 43 (25.00%) Java
12 43 (25.00%) Microsoft Azure
13 42 (24.42%) Big Data
14 40 (23.26%) Data Analytics
15 39 (22.67%) SQL Server Reporting Services
16 37 (21.51%) Microsoft
16 37 (21.51%) Docker
17 36 (20.93%) C#
18 32 (18.60%) Artificial Intelligence
19 31 (18.02%) QlikView
19 31 (18.02%) Hadoop
20 30 (17.44%) Degree
20 30 (17.44%) Software Engineering
20 30 (17.44%) Linux
21 29 (16.86%) T-SQL
21 29 (16.86%) Scrum
21 29 (16.86%) SQL Server Integration Services
21 29 (16.86%) Scala
21 29 (16.86%) Security Cleared

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 28 (16.28%) Apache Pig
1 28 (16.28%) Elasticsearch
2 27 (15.70%) Apache Spark
3 16 (9.30%) SAS
4 3 (1.74%) SharePoint
5 2 (1.16%) IIS
5 2 (1.16%) MS Exchange
6 1 (0.58%) Apache
6 1 (0.58%) CMS
6 1 (0.58%) Confluence
6 1 (0.58%) Gunicorn
6 1 (0.58%) nginx
Applications
1 12 (6.98%) Microsoft Excel
2 5 (2.91%) SPSS
3 4 (2.33%) Adobe Illustrator
3 4 (2.33%) Photoshop
4 1 (0.58%) Microsoft Office
4 1 (0.58%) Microsoft Project
Business Applications
1 3 (1.74%) Dynamics AX
1 3 (1.74%) SAP Business ByDesign
1 3 (1.74%) SAP Business One
2 2 (1.16%) Dynamics CRM
Cloud Services
1 44 (25.58%) Amazon AWS
2 43 (25.00%) Microsoft Azure
3 27 (15.70%) Amazon EMR
3 27 (15.70%) Amazon Kinesis
4 22 (12.79%) GitHub
5 5 (2.91%) Google Cloud Platform
6 2 (1.16%) Azure Data Factory
6 2 (1.16%) SaaS
7 1 (0.58%) Amazon EC2
7 1 (0.58%) Amazon SQS
7 1 (0.58%) Cloud Computing
Communications & Networking
1 12 (6.98%) TCP/IP
2 10 (5.81%) DHCP
2 10 (5.81%) DNS
3 3 (1.74%) SMS
4 2 (1.16%) Firewall
4 2 (1.16%) HTTP
4 2 (1.16%) SSL
5 1 (0.58%) LAN
5 1 (0.58%) WAN
Database & Business Intelligence
1 55 (31.98%) Power BI
2 45 (26.16%) SQL Server
3 42 (24.42%) Big Data
4 39 (22.67%) SQL Server Reporting Services
5 31 (18.02%) Hadoop
5 31 (18.02%) QlikView
6 29 (16.86%) Apache Hive
6 29 (16.86%) SQL Server Integration Services
7 28 (16.28%) Spotfire
8 26 (15.12%) Amazon Athena
8 26 (15.12%) Amazon Redshift
9 25 (14.53%) Impala
9 25 (14.53%) Presto
10 24 (13.95%) BigQuery
11 21 (12.21%) Data Warehouse
12 18 (10.47%) SQL Server Analysis Services
13 12 (6.98%) BusinessObjects
14 10 (5.81%) SQL Server 2012
15 6 (3.49%) Crystal Reports
15 6 (3.49%) NoSQL
Development Applications
1 25 (14.53%) JIRA
2 4 (2.33%) Git (software)
3 3 (1.74%) Balsamiq Mockups
3 3 (1.74%) Team Foundation Server
4 2 (1.16%) Atlassian Bamboo
4 2 (1.16%) Bitbucket
4 2 (1.16%) CodeSonar
4 2 (1.16%) git-flow
4 2 (1.16%) Robot Framework
4 2 (1.16%) Selenium
4 2 (1.16%) SQL Server Management Studio (SSMS)
5 1 (0.58%) Jenkins
5 1 (0.58%) Toad
5 1 (0.58%) webpack
General
1 22 (12.79%) Electronics
2 21 (12.21%) Finance
3 16 (9.30%) Aerospace
4 8 (4.65%) Manufacturing
5 7 (4.07%) Retail
6 6 (3.49%) Advertising
7 5 (2.91%) Banking
7 5 (2.91%) Marketing
7 5 (2.91%) Telecoms
8 4 (2.33%) Financial Institution
9 2 (1.16%) Legal
10 1 (0.58%) Games
Job Titles
1 37 (21.51%) Developer
2 28 (16.28%) Analyst
3 27 (15.70%) Data Engineer
4 25 (14.53%) Senior Data Engineer
5 23 (13.37%) Systems Engineer
6 22 (12.79%) AWS Engineer
6 22 (12.79%) Hadoop Engineer
6 22 (12.79%) Senior Hadoop Engineer
7 21 (12.21%) Business Intelligence Analyst
8 20 (11.63%) Business Intelligence Developer
9 13 (7.56%) Business Developer
10 11 (6.40%) Data Scientist
10 11 (6.40%) Software Engineer
11 10 (5.81%) Consultant
11 10 (5.81%) Senior Systems Engineer
11 10 (5.81%) SQL Developer
12 9 (5.23%) QlikView Developer
13 8 (4.65%) SIEM Engineer
13 8 (4.65%) SQL BI Developer
13 8 (4.65%) SQL Server BI Developer
Libraries, Frameworks & Software Standards
1 26 (15.12%) MLlib
1 26 (15.12%) Pandas
2 6 (3.49%) CSS
2 6 (3.49%) HTML
3 5 (2.91%) REST
4 4 (2.33%) .NET
4 4 (2.33%) CSS3
4 4 (2.33%) HTML5
4 4 (2.33%) Kafka
4 4 (2.33%) Node.js
5 3 (1.74%) Django
5 3 (1.74%) Java EE
5 3 (1.74%) jQuery
5 3 (1.74%) LAMP
5 3 (1.74%) Web Services
6 2 (1.16%) .NET Framework
6 2 (1.16%) AngularJS
6 2 (1.16%) RabbitMQ
6 2 (1.16%) Spring
6 2 (1.16%) Spring MVC
Miscellaneous
1 29 (16.86%) Analytical Skills
2 26 (15.12%) Clustering
3 21 (12.21%) User Experience
4 19 (11.05%) Management Information System
5 15 (8.72%) Algorithms
6 14 (8.14%) Computer Science
7 4 (2.33%) Internet of Things
8 2 (1.16%) CUDA
8 2 (1.16%) FMCG
8 2 (1.16%) Mobile App
8 2 (1.16%) Robotics
9 1 (0.58%) Cybercrime
9 1 (0.58%) Fintech
9 1 (0.58%) NHS
9 1 (0.58%) PKI
9 1 (0.58%) Self-Motivation
Operating Systems
1 30 (17.44%) Linux
2 26 (15.12%) Windows
3 23 (13.37%) Unix
4 3 (1.74%) Apple iOS
5 2 (1.16%) Android
5 2 (1.16%) Mac OS X
6 1 (0.58%) Fedora
6 1 (0.58%) Ubuntu
Processes & Methodologies
1 93 (54.07%) Business Intelligence
2 80 (46.51%) Data Visualisation
3 63 (36.63%) Analytics
4 49 (28.49%) ETL
5 47 (27.33%) Agile Software Development
6 40 (23.26%) Data Analytics
7 32 (18.60%) Artificial Intelligence
8 30 (17.44%) Software Engineering
9 29 (16.86%) Scrum
10 28 (16.28%) Data Management
11 27 (15.70%) DevOps
12 26 (15.12%) MapReduce
13 23 (13.37%) Open Source
13 23 (13.37%) SIEM
14 22 (12.79%) Coaching
15 20 (11.63%) Data Science
15 20 (11.63%) Mathematics
15 20 (11.63%) Stakeholder Management
16 18 (10.47%) Continuous Delivery
16 18 (10.47%) Machine Learning
Programming Languages
1 97 (56.40%) SQL
2 73 (42.44%) Python
3 43 (25.00%) Java
4 36 (20.93%) C#
5 29 (16.86%) Scala
5 29 (16.86%) T-SQL
6 25 (14.53%) R
7 24 (13.95%) Bash Shell
7 24 (13.95%) PowerShell
8 11 (6.40%) C
9 9 (5.23%) C++
9 9 (5.23%) Perl
10 8 (4.65%) MATLAB
11 6 (3.49%) JavaScript
12 3 (1.74%) VBA
13 2 (1.16%) Objective-C
13 2 (1.16%) Ruby
14 1 (0.58%) Data Analysis Expressions (DAX)
14 1 (0.58%) Korn
14 1 (0.58%) PL/SQL
Qualifications
1 30 (17.44%) Degree
2 29 (16.86%) Security Cleared
3 23 (13.37%) SC Cleared
4 8 (4.65%) Numerate Degree
5 7 (4.07%) PhD
6 5 (2.91%) DV Cleared
7 4 (2.33%) CCNP
7 4 (2.33%) Cisco Certification
7 4 (2.33%) Postgraduate
8 3 (1.74%) ITIL Certification
9 1 (0.58%) ACCA
9 1 (0.58%) CIMA
9 1 (0.58%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 4 (2.33%) Data Quality
2 2 (1.16%) QA
System Software
1 37 (21.51%) Docker
2 8 (4.65%) VMware Infrastructure
3 7 (4.07%) Hyper-V
4 2 (1.16%) Active Directory
4 2 (1.16%) vSphere
Systems Management
1 12 (6.98%) Puppet
2 10 (5.81%) Nessus
3 3 (1.74%) Red Hat Spacewalk
3 3 (1.74%) Salt
4 2 (1.16%) Ansible
5 1 (0.58%) Ambari
Vendors
1 67 (38.95%) Tableau
2 37 (21.51%) Microsoft
3 23 (13.37%) Atlassian
4 11 (6.40%) Google
5 10 (5.81%) Cisco
5 10 (5.81%) McAfee
5 10 (5.81%) NetScout
5 10 (5.81%) NetWitness
5 10 (5.81%) Oracle
5 10 (5.81%) Palo Alto
5 10 (5.81%) Sourcefire
6 9 (5.23%) ArcSight
6 9 (5.23%) SAP
7 8 (4.65%) VMware
8 7 (4.07%) Cognos
9 5 (2.91%) Hortonworks
10 4 (2.33%) IBM
10 4 (2.33%) Teradata
11 3 (1.74%) Splunk
12 2 (1.16%) Twitter