The following table provides summary statistics for permanent job vacancies advertised in Oxford with a requirement for Big Data skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data over the 3 months to 29 March 2017 with a comparison to the same period in the previous 2 years.

Big Data
Oxfordshire / Oxford
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 51 57 61
Rank change year-on-year +6 +4  
Permanent jobs citing Big Data 26 21 18
As % of all permanent IT jobs advertised in Oxford 3.75% 3.24% 2.61%
As % of the Database & Business Intelligence category 13.27% 10.50% 7.29%
Number of salaries quoted 22 12 16
Median salary £50,000 £51,500 £58,750
Median salary % change year-on-year -2.91% -12.34%  
90% offered a salary of more than £45,500 £40,000 £40,000
10% offered a salary of more than £77,500 £61,800 £70,000
UK excluding London median salary £55,000 £50,000 £52,500
% change year-on-year +10.00% -4.76%  

Big Data is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Oxford with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Oxford
Permanent job vacancies with a requirement for database and business intelligence skills 196 200 247
As % of all permanent IT job vacancies advertised in Oxford 28.28% 30.82% 35.85%
Number of salaries quoted 185 178 214
Median salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50%  
90% offered a salary of more than £35,000 £32,500 £30,000
10% offered a salary of more than £65,000 £65,000 £60,600
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Big Data
Job Vacancy Trend in Oxford

The job posting trend of jobs advertised in Oxford citing Big Data as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Big Data 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 in Oxford.

Salary trend for Big Data in Oxford

Big Data
Salary Histogram in Oxford

The salary distribution of IT jobs citing Big Data in Oxford over the 3 months to 29 March 2017.

Salary histogram for Big Data in Oxford

For the 6 months to 29 March 2017, 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 27 (64.29%) Python
2 19 (45.24%) C++
3 18 (42.86%) Java
4 16 (38.10%) PhD
4 16 (38.10%) Ruby
4 16 (38.10%) Machine Learning
4 16 (38.10%) Algorithms
5 13 (30.95%) Data Modelling
5 13 (30.95%) SQL
6 12 (28.57%) Analytics
7 11 (26.19%) Mathematics
8 10 (23.81%) Physics
8 10 (23.81%) Analytical Skills
9 9 (21.43%) Degree
9 9 (21.43%) Logistics
9 9 (21.43%) Image Processing
9 9 (21.43%) NoSQL
9 9 (21.43%) C#
10 8 (19.05%) Advertising
10 8 (19.05%) Microsoft Azure
10 8 (19.05%) Amazon AWS
11 7 (16.67%) Software Engineering
11 7 (16.67%) Agile Software Development
11 7 (16.67%) JavaScript
11 7 (16.67%) SQL Server
11 7 (16.67%) Linux
12 6 (14.29%) Business Intelligence
12 6 (14.29%) TDD
12 6 (14.29%) Continuous Integration
12 6 (14.29%) RESTful

Big Data
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 4 (9.52%) Apache
1 4 (9.52%) Jetty
1 4 (9.52%) nginx
1 4 (9.52%) Tomcat
2 3 (7.14%) Apache Solr
2 3 (7.14%) Apache Spark
3 1 (2.38%) Apache Pig
Applications
1 2 (4.76%) MS Excel
Business Applications
1 3 (7.14%) SAP MDG
1 3 (7.14%) SAP MDM
Cloud Services
1 8 (19.05%) Amazon AWS
1 8 (19.05%) Microsoft Azure
2 1 (2.38%) Cloud Computing
Communications & Networking
1 2 (4.76%) Internet
Database & Business Intelligence
1 9 (21.43%) NoSQL
2 7 (16.67%) SQL Server
3 3 (7.14%) Azure SQL Database
3 3 (7.14%) Data Lake
3 3 (7.14%) MongoDB
3 3 (7.14%) PostgreSQL
3 3 (7.14%) Power BI
3 3 (7.14%) SAP HANA
3 3 (7.14%) SQL Server Analysis Services
3 3 (7.14%) SQL Server Integration Services
3 3 (7.14%) SQL Server Reporting Services
4 2 (4.76%) Apache Cassandra
4 2 (4.76%) Data Warehouse
4 2 (4.76%) Oracle BI EE
4 2 (4.76%) Oracle Database
4 2 (4.76%) Oracle ODI
4 2 (4.76%) Oracle Reports
5 1 (2.38%) Data Mining
5 1 (2.38%) Hadoop
5 1 (2.38%) Triplestore
Development Applications
1 5 (11.90%) Git (software)
1 5 (11.90%) Maven
2 4 (9.52%) Gradle
2 4 (9.52%) Subversion
3 1 (2.38%) Ant
3 1 (2.38%) Hudson
3 1 (2.38%) Jenkins
General
1 8 (19.05%) Advertising
2 3 (7.14%) Telecoms
3 1 (2.38%) Banking
3 1 (2.38%) Finance
3 1 (2.38%) Marketing
Job Titles
1 19 (45.24%) Developer
2 12 (28.57%) Java Developer
3 9 (21.43%) Algorithm Engineer
3 9 (21.43%) Development Engineer
4 7 (16.67%) Architect
5 6 (14.29%) Solutions Architect
6 5 (11.90%) Data Architect
6 5 (11.90%) Python Developer
7 4 (9.52%) AWS Developer
7 4 (9.52%) Java Engineer
7 4 (9.52%) Java Software Developer
7 4 (9.52%) SQL Developer
8 3 (7.14%) AWS Engineer
8 3 (7.14%) Azure Architect
8 3 (7.14%) Big Data Architect
8 3 (7.14%) Big Data Engineer
8 3 (7.14%) Research Engineer
9 2 (4.76%) Agile Java Developer
9 2 (4.76%) Java Software Engineer
9 2 (4.76%) Software Engineer
Libraries, Frameworks & Software Standards
1 6 (14.29%) RESTful
2 5 (11.90%) .NET
3 4 (9.52%) Spring
4 3 (7.14%) AngularJS
4 3 (7.14%) REST
5 2 (4.76%) Backbone.js
5 2 (4.76%) Django
5 2 (4.76%) Java EE
5 2 (4.76%) Ruby on Rails
5 2 (4.76%) Web Services
5 2 (4.76%) XML
6 1 (2.38%) CSS
6 1 (2.38%) HTML
6 1 (2.38%) HTML5
6 1 (2.38%) JSON
6 1 (2.38%) Natural Language Processing
6 1 (2.38%) SQLAlchemy
6 1 (2.38%) XSLT
Miscellaneous
1 16 (38.10%) Algorithms
2 10 (23.81%) Analytical Skills
3 3 (7.14%) Semantic Web
4 2 (4.76%) Computer Science
4 2 (4.76%) Linked Data
4 2 (4.76%) Mobile App
4 2 (4.76%) NHS
5 1 (2.38%) Client/Server
5 1 (2.38%) Credit Risk
5 1 (2.38%) Data Structures
5 1 (2.38%) Life Science
Operating Systems
1 7 (16.67%) Linux
2 2 (4.76%) Android
2 2 (4.76%) Apple iOS
Processes & Methodologies
1 16 (38.10%) Machine Learning
2 13 (30.95%) Data Modelling
3 12 (28.57%) Analytics
4 11 (26.19%) Mathematics
5 10 (23.81%) Physics
6 9 (21.43%) Image Processing
6 9 (21.43%) Logistics
7 7 (16.67%) Agile Software Development
7 7 (16.67%) Software Engineering
8 6 (14.29%) Business Intelligence
8 6 (14.29%) Continuous Integration
8 6 (14.29%) TDD
9 4 (9.52%) Build Automation
9 4 (9.52%) Continuous Deployment
9 4 (9.52%) ETL
9 4 (9.52%) Kanban
9 4 (9.52%) Open Source
9 4 (9.52%) Scrum
10 3 (7.14%) Data Analytics
10 3 (7.14%) Presales
Programming Languages
1 27 (64.29%) Python
2 19 (45.24%) C++
3 18 (42.86%) Java
4 16 (38.10%) Ruby
5 13 (30.95%) SQL
6 9 (21.43%) C#
7 7 (16.67%) JavaScript
8 5 (11.90%) R
9 4 (9.52%) Bash Shell
9 4 (9.52%) PHP
9 4 (9.52%) Scala
10 3 (7.14%) MATLAB
11 2 (4.76%) SPARQL
12 1 (2.38%) C
12 1 (2.38%) Perl
Qualifications
1 16 (38.10%) PhD
2 9 (21.43%) Degree
System Software
1 1 (2.38%) Docker
Vendors
1 4 (9.52%) Microsoft
2 3 (7.14%) SAP
3 2 (4.76%) Oracle
4 1 (2.38%) HP
Oxford, Oxfordshire
Understanding Recruitment
Salary: £50000 - £60000 per annum + bonus + equity
Posted: 2 days ago
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: Up to £55,000 per annum + bonus and excellent benefits
Posted: 6 days ago
Oxford
CPS Group Limited
Salary: £60000 per annum
Posted: 14 days ago
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: £25,000 per annum + Award-Winning Training + Benefits
Posted: 6 days ago