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 27 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jul 2016
Same period 2015 Same period 2014
Big Data
Rank 47 51 46
Rank change year-on-year
+4 -5
Permanent jobs citing Big Data 43 29 34
As % of all permanent IT jobs located in Oxford 5.24% 3.75% 4.41%
As % of the Database & Business Intelligence category 16.41% 15.43% 12.41%
Number of salaries quoted 41 1 31
Median salary £54,000 £40,000 £55,000
Median salary % change year-on-year
+35.00% -27.27%
90% offered a salary of more than £42,500 £40,000 £45,000
10% offered a salary of more than £67,500 £40,000 £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
262 188 274
As % of all permanent IT jobs located in Oxford 31.91% 24.29% 35.54%
Number of salaries quoted 242 143 253
Median salary £50,000 £40,000 £47,500
Median salary % change year-on-year
+25.00% -15.78%
90% offered a salary of more than £32,500 £30,000 £31,500
10% offered a salary of more than £67,500 £67,500 £60,000
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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 27 July 2016.

Big Data Salary Histogram in Oxford

Big Data
Top 30 Related IT Skills in Oxford

For the 6 months to 27 July 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 38 (57.58%) Agile Software Development
2 37 (56.06%) Java
3 30 (45.45%) Python
4 28 (42.42%) SQL
5 26 (39.39%) SQL Server
6 25 (37.88%) NoSQL
7 24 (36.36%) .NET
8 23 (34.85%) C++
8 23 (34.85%) PhD
8 23 (34.85%) Machine Learning
8 23 (34.85%) Algorithms
9 22 (33.33%) Software Engineering
10 21 (31.82%) RESTful
10 21 (31.82%) C#
10 21 (31.82%) Analytics
11 20 (30.30%) TDD
12 19 (28.79%) Ruby
13 18 (27.27%) Web Services
13 18 (27.27%) XML
14 17 (25.76%) Spring
14 17 (25.76%) Computer Science
15 16 (24.24%) Continuous Improvement
16 15 (22.73%) Apache Spark
16 15 (22.73%) ETL
17 14 (21.21%) Degree
17 14 (21.21%) Data Modelling
17 14 (21.21%) JavaScript
17 14 (21.21%) Oracle
17 14 (21.21%) Oracle Database
17 14 (21.21%) 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 15 (22.73%) Apache Spark
2 9 (13.64%) Apache
3 8 (12.12%) Confluence
3 8 (12.12%) JBoss
3 8 (12.12%) WebLogic
4 5 (7.58%) Apache Solr
4 5 (7.58%) Elasticsearch
4 5 (7.58%) Jetty
4 5 (7.58%) nginx
4 5 (7.58%) Tomcat
Cloud Services
1 13 (19.70%) Amazon EC2
2 9 (13.64%) Amazon AWS
Communications & Networking
1 10 (15.15%) Internet
2 1 (1.52%) Skype
Database & Business Intelligence
1 26 (39.39%) SQL Server
2 25 (37.88%) NoSQL
3 14 (21.21%) Oracle Database
3 14 (21.21%) Oracle ODI
4 12 (18.18%) MongoDB
5 10 (15.15%) Apache Cassandra
6 7 (10.61%) Data Warehouse
6 7 (10.61%) Hadoop
7 6 (9.09%) Oracle BI EE
7 6 (9.09%) Oracle Reports
7 6 (9.09%) PostgreSQL
8 4 (6.06%) GIS
9 3 (4.55%) Data Mining
10 2 (3.03%) MySQL
10 2 (3.03%) RDBMS
10 2 (3.03%) Relational Database
11 1 (1.52%) Apache Hive
11 1 (1.52%) Cloudera CDH
11 1 (1.52%) SQL Server Integration Services
Development Applications
1 11 (16.67%) Git (software)
2 8 (12.12%) JIRA
3 7 (10.61%) Subversion
4 5 (7.58%) Gradle
4 5 (7.58%) Maven
5 4 (6.06%) Visual Studio
General
1 8 (12.12%) Publishing
2 4 (6.06%) Games
3 3 (4.55%) Finance
3 3 (4.55%) Marketing
4 1 (1.52%) Advertising
Job Titles
1 56 (84.85%) Developer
2 23 (34.85%) Agile Developer
2 23 (34.85%) Java Developer
3 19 (28.79%) C# Developer
4 16 (24.24%) Software Developer
5 15 (22.73%) C# Software Developer
6 14 (21.21%) Oracle Developer
7 13 (19.70%) Agile Java Developer
8 11 (16.67%) NoSQL Developer
9 10 (15.15%) Agile C# Developer
10 8 (12.12%) Data Integration Developer
10 8 (12.12%) Integration Developer
10 8 (12.12%) Senior Developer
11 7 (10.61%) AWS Developer
11 7 (10.61%) Big Data Developer
12 6 (9.09%) Business Intelligence Developer
12 6 (9.09%) OBIEE Developer
12 6 (9.09%) Oracle BI Developer
12 6 (9.09%) Python Developer
13 5 (7.58%) JavaScript Developer
Libraries, Frameworks & Software Standards
1 24 (36.36%) .NET
2 21 (31.82%) RESTful
3 18 (27.27%) Web Services
3 18 (27.27%) XML
4 17 (25.76%) Spring
5 13 (19.70%) AngularJS
6 12 (18.18%) JSON
7 10 (15.15%) .NET Framework
8 8 (12.12%) HTML
8 8 (12.12%) Java EE
8 8 (12.12%) SOAP
8 8 (12.12%) XML Schema
9 7 (10.61%) Django
10 6 (9.09%) Backbone.js
10 6 (9.09%) REST
10 6 (9.09%) Ruby on Rails
11 5 (7.58%) ASP.NET
11 5 (7.58%) CSS
11 5 (7.58%) HTML5
11 5 (7.58%) Lucene
Miscellaneous
1 23 (34.85%) Algorithms
2 17 (25.76%) Computer Science
3 10 (15.15%) Visualisation
4 8 (12.12%) Clustering
4 8 (12.12%) Data Integration
5 7 (10.61%) Physics
6 6 (9.09%) Artificial Intelligence
7 4 (6.06%) Mobile App
7 4 (6.06%) Semantic Web
8 3 (4.55%) Credit Risk
8 3 (4.55%) NHS
8 3 (4.55%) Statistics
9 2 (3.03%) Internet of Things
9 2 (3.03%) Mathematics
9 2 (3.03%) Social Media
10 1 (1.52%) Analytical Skills
Operating Systems
1 5 (7.58%) Android
1 5 (7.58%) Apple iOS
1 5 (7.58%) Windows
2 3 (4.55%) Linux
2 3 (4.55%) Windows 7
Processes & Methodologies
1 38 (57.58%) Agile Software Development
2 23 (34.85%) Machine Learning
3 22 (33.33%) Software Engineering
4 21 (31.82%) Analytics
5 20 (30.30%) TDD
6 16 (24.24%) Continuous Improvement
7 15 (22.73%) ETL
8 14 (21.21%) Data Modelling
9 13 (19.70%) OOD
10 10 (15.15%) Data Analytics
10 10 (15.15%) Data Visualisation
10 10 (15.15%) UML
11 9 (13.64%) Business Intelligence
12 8 (12.12%) BDD
12 8 (12.12%) Continuous Integration
12 8 (12.12%) Integration Testing
12 8 (12.12%) Test Automation
13 7 (10.61%) MVC
13 7 (10.61%) Predictive Modelling
13 7 (10.61%) Scrum
Programming Languages
1 37 (56.06%) Java
2 30 (45.45%) Python
3 28 (42.42%) SQL
4 23 (34.85%) C++
5 21 (31.82%) C#
6 19 (28.79%) Ruby
7 14 (21.21%) JavaScript
8 9 (13.64%) R
8 9 (13.64%) Scala
9 5 (7.58%) Bash Shell
9 5 (7.58%) C
10 4 (6.06%) PHP
11 3 (4.55%) MATLAB
11 3 (4.55%) Perl
12 1 (1.52%) F#
12 1 (1.52%) VBA
Qualifications
1 23 (34.85%) PhD
2 14 (21.21%) Degree
System Software
1 1 (1.52%) Apache ZooKeeper
1 1 (1.52%) Firmware
1 1 (1.52%) VMware Infrastructure
Systems Management
1 1 (1.52%) Opscode Chef
1 1 (1.52%) Puppet
Vendors
1 14 (21.21%) Oracle
2 1 (1.52%) Acronis
2 1 (1.52%) VMware
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