Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Oxfordshire 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 November 2017 with a comparison to the same period in the previous 2 years.

Visualisation
South East > Oxfordshire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 109 113 173
Rank change year-on-year +4 +60 -22
Permanent jobs citing Visualisation 60 62 17
As % of all permanent IT jobs advertised in Oxfordshire 1.98% 2.11% 0.50%
As % of the Processes & Methodologies category 2.24% 2.38% 0.57%
Number of salaries quoted 54 52 17
Oxfordshire median annual salary £47,500 £47,500 £40,000
Median salary % change year-on-year - +18.75% +33.33%
10th Percentile £31,460 £36,250 £21,250
90th Percentile £84,000 £59,250 £55,500
South East median annual salary £45,000 £47,500 £47,500
% change year-on-year -5.26% - +18.75%

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 Oxfordshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Oxfordshire
Permanent vacancies with a requirement for process or methodology skills 2681 2605 2961
As % of all permanent IT jobs advertised in Oxfordshire 88.28% 88.58% 87.42%
Number of salaries quoted 2205 2086 2398
Oxfordshire median annual salary £47,000 £45,000 £44,000
Median salary % change year-on-year +4.44% +2.27% +10.00%
10th Percentile £29,100 £27,500 £26,250
90th Percentile £72,500 £67,500 £63,750
South East median annual salary £45,000 £45,000 £45,000

Visualisation
Job Vacancy Trend in Oxfordshire

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

Job vacancy trend for Visualisation in Oxfordshire

Visualisation
Salary Trend in Oxfordshire

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

Salary trend for Visualisation in Oxfordshire

Visualisation
Salary Histogram in Oxfordshire

The salary distribution of IT jobs citing Visualisation in Oxfordshire over the 6 months to 23 November 2017.

Salary histogram for Visualisation in Oxfordshire

Visualisation
Job Locations in Oxfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Visualisation within the Oxfordshire region over the 6 months to 23 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
Oxford -16 26 £56,250 +25.00% 3
Kidlington - 5 £84,000 -
Henley-on-Thames - 4 - -
Visualisation
South East

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

1 38 (63.33%) Python
2 35 (58.33%) Machine Learning
3 33 (55.00%) Data Visualisation
4 27 (45.00%) Agile Software Development
5 24 (40.00%) SQL
6 22 (36.67%) JavaScript
7 21 (35.00%) Big Data
8 18 (30.00%) Java
9 17 (28.33%) R
10 16 (26.67%) Business Intelligence
11 15 (25.00%) Web Services
11 15 (25.00%) Degree
11 15 (25.00%) Amazon AWS
12 14 (23.33%) Finance
13 13 (21.67%) Microsoft
13 13 (21.67%) RESTful
13 13 (21.67%) Power BI
14 12 (20.00%) Analytical Skills
14 12 (20.00%) Microsoft Azure
14 12 (20.00%) Pandas
14 12 (20.00%) Git (software)
14 12 (20.00%) Test Automation
14 12 (20.00%) Continuous Integration
14 12 (20.00%) SQL Server Reporting Services
15 11 (18.33%) Marketing
15 11 (18.33%) CSS
15 11 (18.33%) HTML
15 11 (18.33%) Analytics
15 11 (18.33%) Apache Spark
16 10 (16.67%) Data Mining

Visualisation
Co-occurring IT Skills in Oxfordshire 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 (18.33%) Apache Spark
2 8 (13.33%) Apache Solr
2 8 (13.33%) Elasticsearch
3 6 (10.00%) Apache
4 5 (8.33%) Jetty
4 5 (8.33%) nginx
4 5 (8.33%) Tomcat
5 3 (5.00%) IIS
5 3 (5.00%) SharePoint
6 2 (3.33%) Apache Pig
6 2 (3.33%) SAS
7 1 (1.67%) GeoServer
Applications
1 2 (3.33%) Microsoft Excel
2 1 (1.67%) Adobe After Effects
2 1 (1.67%) Adobe Premiere
2 1 (1.67%) Microsoft PowerPoint
Cloud Services
1 15 (25.00%) Amazon AWS
2 12 (20.00%) Microsoft Azure
3 8 (13.33%) Azure Data Factory
4 5 (8.33%) Amazon EMR
5 3 (5.00%) Office 365
6 2 (3.33%) Google Cloud Platform
6 2 (3.33%) SaaS
7 1 (1.67%) Adobe Creative Cloud
Communications & Networking
1 1 (1.67%) HTTP
Database & Business Intelligence
1 21 (35.00%) Big Data
2 13 (21.67%) Power BI
3 12 (20.00%) SQL Server Reporting Services
4 10 (16.67%) Data Mining
5 9 (15.00%) SQL Server
5 9 (15.00%) SQL Server Analysis Services
5 9 (15.00%) SQL Server Integration Services
6 7 (11.67%) Apache Cassandra
6 7 (11.67%) Apache Hive
6 7 (11.67%) Hadoop
6 7 (11.67%) HDInsight
6 7 (11.67%) NoSQL
7 6 (10.00%) Azure SQL Data Warehouse
7 6 (10.00%) Data Warehouse
8 5 (8.33%) HBase
8 5 (8.33%) Text Mining
9 4 (6.67%) Amazon DynamoDB
9 4 (6.67%) MongoDB
9 4 (6.67%) Relational Database
10 3 (5.00%) Spark SQL
Development Applications
1 12 (20.00%) Git (software)
2 10 (16.67%) Selenium
3 5 (8.33%) Gradle
3 5 (8.33%) Subversion
4 4 (6.67%) Jenkins
5 3 (5.00%) Hudson
5 3 (5.00%) Travis CI
General
1 14 (23.33%) Finance
2 11 (18.33%) Marketing
3 4 (6.67%) Games
3 4 (6.67%) Publishing
4 3 (5.00%) Retail
5 2 (3.33%) Pharmaceutical
6 1 (1.67%) Banking
6 1 (1.67%) Local Government
Job Titles
1 18 (30.00%) Data Scientist
2 15 (25.00%) Developer
3 10 (16.67%) Analyst
4 8 (13.33%) Business Intelligence Developer
4 8 (13.33%) Development Manager
5 6 (10.00%) Analyst Developer
5 6 (10.00%) Business Intelligence Analyst
5 6 (10.00%) Developer Analyst
5 6 (10.00%) Report Analyst
5 6 (10.00%) Report Developer
6 5 (8.33%) Software Engineer
7 4 (6.67%) Python Developer
7 4 (6.67%) Senior Data Scientist
8 3 (5.00%) Big Data Manager
8 3 (5.00%) Data Engineer
8 3 (5.00%) Head of Business Intelligence
8 3 (5.00%) Software Development Manager
8 3 (5.00%) Software Manager
9 2 (3.33%) Business Analyst
9 2 (3.33%) Java Development Manager
Libraries, Frameworks & Software Standards
1 15 (25.00%) Web Services
2 13 (21.67%) RESTful
3 12 (20.00%) Pandas
4 11 (18.33%) CSS
4 11 (18.33%) HTML
5 9 (15.00%) .NET
6 8 (13.33%) AngularJS
6 8 (13.33%) Lucene
6 8 (13.33%) Natural Language Processing
6 8 (13.33%) scikit-learn
6 8 (13.33%) Seaborn
7 5 (8.33%) Elastic Stack
7 5 (8.33%) HTML5
7 5 (8.33%) Kafka
8 3 (5.00%) CSS3
8 3 (5.00%) Java EE
8 3 (5.00%) Matplotlib
8 3 (5.00%) PyQt
8 3 (5.00%) pytest
8 3 (5.00%) Sphinx
Miscellaneous
1 12 (20.00%) Analytical Skills
2 8 (13.33%) Algorithms
3 5 (8.33%) Linked Data
4 4 (6.67%) Computer Science
4 4 (6.67%) Life Science
4 4 (6.67%) Mobile App
4 4 (6.67%) User Experience
5 3 (5.00%) EPoS
5 3 (5.00%) FMCG
5 3 (5.00%) Semantic Web
6 2 (3.33%) Fintech
6 2 (3.33%) Mobile Games
7 1 (1.67%) Animation
7 1 (1.67%) Management Information System
7 1 (1.67%) Motion Graphics
Operating Systems
1 8 (13.33%) Linux
2 3 (5.00%) Windows
Processes & Methodologies
1 35 (58.33%) Machine Learning
2 33 (55.00%) Data Visualisation
3 27 (45.00%) Agile Software Development
4 16 (26.67%) Business Intelligence
5 12 (20.00%) Continuous Integration
5 12 (20.00%) Test Automation
6 11 (18.33%) Analytics
7 10 (16.67%) Data Analysis
8 9 (15.00%) Bayesian Methods
8 9 (15.00%) Data Modelling
8 9 (15.00%) TDD
9 8 (13.33%) Code Coverage
9 8 (13.33%) Continuous Deployment
9 8 (13.33%) Software Engineering
9 8 (13.33%) Statistical Analysis
10 7 (11.67%) Predictive Modelling
11 6 (10.00%) Data Cleansing
11 6 (10.00%) Front End Development
11 6 (10.00%) MapReduce
11 6 (10.00%) Scrum
Programming Languages
1 38 (63.33%) Python
2 24 (40.00%) SQL
3 22 (36.67%) JavaScript
4 18 (30.00%) Java
5 17 (28.33%) R
6 9 (15.00%) C++
7 6 (10.00%) Scala
8 5 (8.33%) Bash Shell
8 5 (8.33%) Ruby
9 3 (5.00%) C#
9 3 (5.00%) PowerShell
9 3 (5.00%) T-SQL
10 1 (1.67%) MATLAB
10 1 (1.67%) PHP
Qualifications
1 15 (25.00%) Degree
2 8 (13.33%) PhD
Quality Assurance & Compliance
1 1 (1.67%) IEC 62304
1 1 (1.67%) ISO 13485
System Software
1 5 (8.33%) Apache ZooKeeper
2 3 (5.00%) Active Directory
Vendors
1 13 (21.67%) Microsoft
2 9 (15.00%) Tableau
3 6 (10.00%) Cognos
4 3 (5.00%) Google
4 3 (5.00%) Logi
4 3 (5.00%) Oracle
5 1 (1.67%) Adobe
5 1 (1.67%) Salesforce.com
5 1 (1.67%) TIBCO