Period
to 23 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Oxford 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 23 January 2018 with a comparison to the same period in the previous 2 years.

Visualisation
Oxfordshire > Oxford
6 months to
23 Jan 2018
Same period 2017 Same period 2016
Rank 93 78 122
Rank change year-on-year -15 +44 -28
Permanent jobs citing Visualisation 25 25 8
As % of all permanent IT jobs advertised in Oxford 1.63% 1.92% 0.50%
As % of the Processes & Methodologies category 1.78% 2.19% 0.57%
Number of salaries quoted 21 24 10
Oxford median annual salary £55,000 £47,500 £25,000
Median salary % change year-on-year +15.79% +90.00% -16.67%
10th Percentile £27,000 £41,800 £21,250
90th Percentile £70,000 £52,500 £51,250
Oxfordshire median annual salary £47,500 £50,000 £26,250
% change year-on-year -5.00% +90.48% -12.50%

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 Oxford with a requirement for process or methodology skills.

All Process and Methodology Skills
Oxford
Permanent vacancies with a requirement for process or methodology skills 1,405 1,142 1,403
As % of all permanent IT jobs advertised in Oxford 91.41% 87.85% 87.36%
Number of salaries quoted 1,256 960 1,135
Oxford median annual salary £47,500 £42,500 £45,000
Median salary % change year-on-year +11.76% -5.56% +5.88%
10th Percentile £30,000 £27,500 £28,600
90th Percentile £72,500 £63,750 £65,000
Oxfordshire median annual salary £47,500 £44,500 £45,000
% change year-on-year +6.74% -1.11% +5.88%

Visualisation
Job Vacancy Trend in Oxford

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

Job vacancy trend for Visualisation in Oxford

Visualisation
Salary Trend in Oxford

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

Salary trend for Visualisation in Oxford

Visualisation
Salary Histogram in Oxford

The salary distribution of IT jobs citing Visualisation in Oxford over the 6 months to 23 January 2018.

Salary histogram for Visualisation in Oxford

For the 6 months to 23 January 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 Oxford region with a requirement for Visualisation.

1 15 (60.00%) Python
1 15 (60.00%) Data Visualisation
2 13 (52.00%) Machine Learning
3 11 (44.00%) JavaScript
3 11 (44.00%) SQL
3 11 (44.00%) Data Analysis
4 8 (32.00%) Amazon AWS
5 7 (28.00%) Marketing
5 7 (28.00%) Flask
5 7 (28.00%) Business Intelligence
5 7 (28.00%) SQL Server
5 7 (28.00%) Agile Software Development
6 6 (24.00%) SQL Server Reporting Services
6 6 (24.00%) C++
6 6 (24.00%) RESTful
7 5 (20.00%) Software Engineering
7 5 (20.00%) Java
8 4 (16.00%) Finance
8 4 (16.00%) TDD
8 4 (16.00%) Microsoft
8 4 (16.00%) Configuration Management
8 4 (16.00%) Selenium
8 4 (16.00%) SaaS
8 4 (16.00%) DevOps
8 4 (16.00%) Process Improvement
8 4 (16.00%) Data Analytics
8 4 (16.00%) Analytics
9 3 (12.00%) Redux
9 3 (12.00%) Logi Info
9 3 (12.00%) Logi

Visualisation
Co-occurring IT Skills in Oxford 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 3 (12.00%) Apache
1 3 (12.00%) Apache Spark
2 2 (8.00%) Apache Solr
2 2 (8.00%) Elasticsearch
2 2 (8.00%) Jetty
2 2 (8.00%) nginx
2 2 (8.00%) Tomcat
3 1 (4.00%) GeoServer
Applications
1 3 (12.00%) Microsoft Excel
Cloud Services
1 8 (32.00%) Amazon AWS
2 4 (16.00%) SaaS
3 3 (12.00%) Microsoft Azure
4 2 (8.00%) Amazon EMR
5 1 (4.00%) Azure Data Factory
Database & Business Intelligence
1 7 (28.00%) SQL Server
2 6 (24.00%) SQL Server Reporting Services
3 3 (12.00%) Big Data
3 3 (12.00%) Hadoop
3 3 (12.00%) Logi Info
3 3 (12.00%) Power BI
3 3 (12.00%) SQL Server Analysis Services
3 3 (12.00%) SQL Server Integration Services
4 2 (8.00%) Apache Hive
4 2 (8.00%) Data Mining
4 2 (8.00%) NoSQL
4 2 (8.00%) Text Mining
5 1 (4.00%) HBase
5 1 (4.00%) HDInsight
5 1 (4.00%) OLAP
5 1 (4.00%) PowerPivot
Development Applications
1 4 (16.00%) Selenium
2 3 (12.00%) webpack
3 2 (8.00%) Git (software)
3 2 (8.00%) Gradle
3 2 (8.00%) Jenkins
3 2 (8.00%) Subversion
General
1 7 (28.00%) Marketing
2 4 (16.00%) Finance
3 3 (12.00%) Retail
4 2 (8.00%) Games
5 1 (4.00%) Banking
Job Titles
1 8 (32.00%) Developer
2 4 (16.00%) AWS DevOps
2 4 (16.00%) AWS DevOps Engineer
2 4 (16.00%) AWS Engineer
2 4 (16.00%) Cloud Engineer
2 4 (16.00%) Data Scientist
2 4 (16.00%) DevOps Engineer
3 3 (12.00%) Analyst
3 3 (12.00%) Business Intelligence Developer
3 3 (12.00%) Front End Developer (Client-Side Developer)
3 3 (12.00%) Head of Business Intelligence
3 3 (12.00%) Lead Developer
4 2 (8.00%) Development Manager
4 2 (8.00%) Java Developer
4 2 (8.00%) Machine Learning Scientist
4 2 (8.00%) Python Developer
4 2 (8.00%) Senior Developer
4 2 (8.00%) Senior Java Developer
4 2 (8.00%) Senior Python Developer
5 1 (4.00%) Data Engineer
Libraries, Frameworks & Software Standards
1 7 (28.00%) Flask
2 6 (24.00%) RESTful
3 3 (12.00%) CSS
3 3 (12.00%) CSS3
3 3 (12.00%) D3.js
3 3 (12.00%) HTML
3 3 (12.00%) HTML5
3 3 (12.00%) React
3 3 (12.00%) Redux
3 3 (12.00%) Sass
3 3 (12.00%) SQLAlchemy
4 2 (8.00%) .NET
4 2 (8.00%) AngularJS
4 2 (8.00%) Elastic Stack
4 2 (8.00%) Kafka
4 2 (8.00%) Lucene
4 2 (8.00%) Natural Language Processing
4 2 (8.00%) Node.js
4 2 (8.00%) Web Services
5 1 (4.00%) JTS
Miscellaneous
1 3 (12.00%) Algorithms
1 3 (12.00%) EPoS
1 3 (12.00%) FMCG
1 3 (12.00%) Mobile App
1 3 (12.00%) User Experience
2 2 (8.00%) Fintech
2 2 (8.00%) Linked Data
3 1 (4.00%) Analytical Skills
3 1 (4.00%) Data Structures
Operating Systems
1 2 (8.00%) Linux
Processes & Methodologies
1 15 (60.00%) Data Visualisation
2 13 (52.00%) Machine Learning
3 11 (44.00%) Data Analysis
4 7 (28.00%) Agile Software Development
4 7 (28.00%) Business Intelligence
5 5 (20.00%) Software Engineering
6 4 (16.00%) Analytics
6 4 (16.00%) Configuration Management
6 4 (16.00%) Data Analytics
6 4 (16.00%) DevOps
6 4 (16.00%) Process Improvement
6 4 (16.00%) TDD
7 3 (12.00%) Continuous Integration
7 3 (12.00%) Front End Development
7 3 (12.00%) Scrum
7 3 (12.00%) Statistics
7 3 (12.00%) Web Development
8 2 (8.00%) Code Coverage
8 2 (8.00%) Extreme Programming
8 2 (8.00%) Statistical Analysis
Programming Languages
1 15 (60.00%) Python
2 11 (44.00%) JavaScript
2 11 (44.00%) SQL
3 6 (24.00%) C++
4 5 (20.00%) Java
5 3 (12.00%) Scala
5 3 (12.00%) T-SQL
6 2 (8.00%) Bash Shell
6 2 (8.00%) PHP
6 2 (8.00%) Ruby
7 1 (4.00%) MATLAB
7 1 (4.00%) R
Qualifications
1 1 (4.00%) ACCA
1 1 (4.00%) CIMA
1 1 (4.00%) PhD
System Software
1 3 (12.00%) Docker
2 2 (8.00%) Apache ZooKeeper
Vendors
1 4 (16.00%) Microsoft
2 3 (12.00%) Logi
3 1 (4.00%) Google
3 1 (4.00%) Tableau