The table below looks at the statistics for Big Data skills in IT jobs advertised for the Oxford region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 31 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 Aug 2016
Same period 2015 Same period 2014
Big Data
Rank 58 34 36
Rank change year-on-year
-24 +2
Permanent jobs citing Big Data 29 51 44
As % of all permanent IT jobs located in Oxford 3.66% 6.63% 6.14%
As % of the Database & Business Intelligence category 11.93% 23.29% 15.94%
Number of salaries quoted 27 2 39
Median salary £50,000 £42,500 £50,000
Median salary % change year-on-year
+17.64% -15.00%
90% offered a salary of more than £46,500 £40,500 £45,000
10% offered a salary of more than £61,100 £44,500 £65,000
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -
Big Data
Oxfordshire

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the Oxford region.

Database & Business Intelligence Category
Oxford
Permanent IT job ads with a match in the
Database & Business Intelligence category
243 219 276
As % of all permanent IT jobs located in Oxford 30.68% 28.48% 38.49%
Number of salaries quoted 220 151 246
Median salary £50,000 £40,000 £45,000
Median salary % change year-on-year
+25.00% -11.11%
90% offered a salary of more than £32,500 £27,500 £30,000
10% offered a salary of more than £58,500 £62,500 £60,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Big Data
Jobs Demand Trend in Oxford

The demand trend of job ads across the Oxford region citing Big Data as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Big Data Jobs Demand Trend in Oxford

Big Data
Salary Trend in Oxford

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Big Data across the Oxford region.

Big Data Salary Trend in Oxford

Big Data
Salary Histogram in Oxford

This chart provides a salary histogram for IT jobs citing Big Data across the Oxford region over the 3 months to 31 August 2016.

Big Data Salary Histogram in Oxford

Big Data
Top 30 Related IT Skills in Oxford

For the 6 months to 31 August 2016, IT jobs citing Big Data 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 Oxford region with a requirement for Big Data.

1 42 (59.15%) Agile Software Development
2 38 (53.52%) Java
3 33 (46.48%) Python
4 32 (45.07%) SQL
5 30 (42.25%) SQL Server
6 26 (36.62%) NoSQL
7 24 (33.80%) Analytics
7 24 (33.80%) .NET
7 24 (33.80%) PhD
8 23 (32.39%) C++
8 23 (32.39%) Software Engineering
8 23 (32.39%) Machine Learning
8 23 (32.39%) Algorithms
9 22 (30.99%) RESTful
10 21 (29.58%) C#
11 20 (28.17%) Ruby
11 20 (28.17%) TDD
12 19 (26.76%) Web Services
13 18 (25.35%) ETL
13 18 (25.35%) XML
14 17 (23.94%) Spring
14 17 (23.94%) Computer Science
15 16 (22.54%) Apache Spark
15 16 (22.54%) Continuous Improvement
16 15 (21.13%) Oracle
16 15 (21.13%) Degree
17 14 (19.72%) JavaScript
17 14 (19.72%) Data Modelling
17 14 (19.72%) AngularJS
17 14 (19.72%) Oracle ODI

Big Data
Top Related 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 16 (22.54%) Apache Spark
2 9 (12.68%) Apache
3 8 (11.27%) Confluence
3 8 (11.27%) JBoss
3 8 (11.27%) WebLogic
4 5 (7.04%) Apache Solr
4 5 (7.04%) Elasticsearch
4 5 (7.04%) Jetty
4 5 (7.04%) nginx
4 5 (7.04%) Tomcat
5 2 (2.82%) Apache Pig
Applications
1 1 (1.41%) MS Excel
Cloud Services
1 13 (18.31%) Amazon EC2
2 11 (15.49%) Amazon AWS
3 1 (1.41%) Cloud Computing
3 1 (1.41%) Microsoft Azure
Communications & Networking
1 10 (14.08%) Internet
2 1 (1.41%) Skype
Database & Business Intelligence
1 30 (42.25%) SQL Server
2 26 (36.62%) NoSQL
3 14 (19.72%) MongoDB
3 14 (19.72%) Oracle Database
3 14 (19.72%) Oracle ODI
4 11 (15.49%) Apache Cassandra
5 10 (14.08%) Data Warehouse
6 9 (12.68%) Hadoop
7 6 (8.45%) Oracle BI EE
7 6 (8.45%) Oracle Reports
7 6 (8.45%) PostgreSQL
8 4 (5.63%) GIS
9 3 (4.23%) Apache Hive
9 3 (4.23%) Data Mining
9 3 (4.23%) MySQL
9 3 (4.23%) RDBMS
9 3 (4.23%) Relational Database
9 3 (4.23%) SQL Server Integration Services
10 2 (2.82%) Impala
11 1 (1.41%) Power BI
Development Applications
1 11 (15.49%) Git (software)
2 8 (11.27%) JIRA
3 7 (9.86%) Subversion
4 5 (7.04%) Gradle
4 5 (7.04%) Maven
5 4 (5.63%) Visual Studio
General
1 8 (11.27%) Publishing
2 4 (5.63%) Games
2 4 (5.63%) Marketing
3 3 (4.23%) Finance
4 2 (2.82%) Automotive
5 1 (1.41%) Advertising
Job Titles
1 58 (81.69%) Developer
2 24 (33.80%) Java Developer
3 23 (32.39%) Agile Developer
4 19 (26.76%) C# Developer
5 16 (22.54%) Software Developer
6 15 (21.13%) C# Software Developer
7 14 (19.72%) Oracle Developer
8 13 (18.31%) Agile Java Developer
9 12 (16.90%) NoSQL Developer
10 10 (14.08%) Agile C# Developer
10 10 (14.08%) Senior Developer
11 8 (11.27%) Data Integration Developer
11 8 (11.27%) Integration Developer
12 7 (9.86%) AWS Developer
12 7 (9.86%) Big Data Developer
12 7 (9.86%) Python Developer
13 6 (8.45%) Business Intelligence Developer
13 6 (8.45%) OBIEE Developer
13 6 (8.45%) Oracle BI Developer
14 5 (7.04%) Data Scientist
Libraries, Frameworks & Software Standards
1 24 (33.80%) .NET
2 22 (30.99%) RESTful
3 19 (26.76%) Web Services
4 18 (25.35%) XML
5 17 (23.94%) Spring
6 14 (19.72%) AngularJS
7 12 (16.90%) JSON
8 10 (14.08%) .NET Framework
9 8 (11.27%) Django
9 8 (11.27%) HTML
9 8 (11.27%) Java EE
9 8 (11.27%) SOAP
9 8 (11.27%) XML Schema
10 7 (9.86%) Backbone.js
10 7 (9.86%) Ruby on Rails
11 6 (8.45%) REST
12 5 (7.04%) ASP.NET
12 5 (7.04%) CSS
12 5 (7.04%) HTML5
12 5 (7.04%) Lucene
Miscellaneous
1 23 (32.39%) Algorithms
2 17 (23.94%) Computer Science
3 10 (14.08%) Visualisation
4 8 (11.27%) Clustering
4 8 (11.27%) Data Integration
5 7 (9.86%) Physics
6 6 (8.45%) Artificial Intelligence
7 5 (7.04%) Mobile App
8 4 (5.63%) Credit Risk
8 4 (5.63%) NHS
8 4 (5.63%) Semantic Web
9 3 (4.23%) Statistics
10 2 (2.82%) Analytical Skills
10 2 (2.82%) Internet of Things
10 2 (2.82%) Mathematics
10 2 (2.82%) Social Media
11 1 (1.41%) Driving Licence
Operating Systems
1 6 (8.45%) Android
1 6 (8.45%) Apple iOS
2 5 (7.04%) Windows
3 3 (4.23%) Linux
3 3 (4.23%) Windows 7
Processes & Methodologies
1 42 (59.15%) Agile Software Development
2 24 (33.80%) Analytics
3 23 (32.39%) Machine Learning
3 23 (32.39%) Software Engineering
4 20 (28.17%) TDD
5 18 (25.35%) ETL
6 16 (22.54%) Continuous Improvement
7 14 (19.72%) Data Modelling
8 13 (18.31%) OOD
9 11 (15.49%) Business Intelligence
9 11 (15.49%) Data Analytics
10 10 (14.08%) Data Visualisation
10 10 (14.08%) UML
11 8 (11.27%) BDD
11 8 (11.27%) Continuous Integration
11 8 (11.27%) Integration Testing
11 8 (11.27%) Test Automation
12 7 (9.86%) Big Data Analytics
12 7 (9.86%) MVC
12 7 (9.86%) Predictive Modelling
Programming Languages
1 38 (53.52%) Java
2 33 (46.48%) Python
3 32 (45.07%) SQL
4 23 (32.39%) C++
5 21 (29.58%) C#
6 20 (28.17%) Ruby
7 14 (19.72%) JavaScript
8 9 (12.68%) R
8 9 (12.68%) Scala
9 5 (7.04%) Bash Shell
9 5 (7.04%) C
10 4 (5.63%) PHP
11 3 (4.23%) MATLAB
11 3 (4.23%) Perl
12 1 (1.41%) F#
12 1 (1.41%) VBA
Qualifications
1 24 (33.80%) PhD
2 15 (21.13%) Degree
System Software
1 1 (1.41%) Apache ZooKeeper
1 1 (1.41%) Firmware
1 1 (1.41%) VMware Infrastructure
Systems Management
1 2 (2.82%) Hadoop YARN
2 1 (1.41%) Opscode Chef
2 1 (1.41%) Puppet
Vendors
1 15 (21.13%) Oracle
2 1 (1.41%) Acronis
2 1 (1.41%) Microsoft
2 1 (1.41%) Tableau
2 1 (1.41%) VMware
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