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 22 June 2017 with a comparison to the same period in the previous 2 years.

Big Data
Oxfordshire / Oxford
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 46 41 72
Rank change year-on-year -5 +31  
Permanent jobs citing Big Data 35 46 8
As % of all permanent IT jobs advertised in Oxford 4.96% 6.28% 1.01%
As % of the Database & Business Intelligence category 16.99% 17.16% 3.85%
Number of salaries quoted 33 45 1
Median salary £73,000 £54,000 £65,000
Median salary % change year-on-year +35.18% -16.92%  
UK excluding London median salary £55,000 £54,000 £50,000
% change year-on-year +1.85% +8.00%  

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 206 268 208
As % of all permanent IT job vacancies advertised in Oxford 29.22% 36.61% 26.36%
Number of salaries quoted 188 250 173
Median salary £45,000 £52,000 £40,000
Median salary % change year-on-year -13.46% +30.00%  
90% offered a salary of more than £33,000 £35,000 £30,000
10% offered a salary of more than £77,500 £53,300 £70,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

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 22 June 2017.

Salary histogram for Big Data in Oxford

For the 6 months to 22 June 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 38 (65.52%) Python
2 35 (60.34%) Machine Learning
3 31 (53.45%) C++
4 29 (50.00%) Java
4 29 (50.00%) Agile Software Development
5 26 (44.83%) TDD
6 23 (39.66%) PhD
6 23 (39.66%) Continuous Integration
6 23 (39.66%) Apache Spark
7 20 (34.48%) Amazon AWS
8 19 (32.76%) Scala
8 19 (32.76%) Ruby
8 19 (32.76%) .NET
9 18 (31.03%) Natural Language Processing
9 18 (31.03%) Continuous Deployment
10 17 (29.31%) Algorithms
10 17 (29.31%) Apache
11 16 (27.59%) Lucene
11 16 (27.59%) Apache Solr
11 16 (27.59%) Elasticsearch
12 15 (25.86%) SQL
13 13 (22.41%) Text Mining
13 13 (22.41%) Software Engineering
13 13 (22.41%) Kafka
13 13 (22.41%) Information Retrieval
14 12 (20.69%) Artificial Intelligence
14 12 (20.69%) Mathematics
14 12 (20.69%) Git (software)
14 12 (20.69%) Web Services
14 12 (20.69%) JavaScript

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 23 (39.66%) Apache Spark
2 17 (29.31%) Apache
3 16 (27.59%) Apache Solr
3 16 (27.59%) Elasticsearch
4 8 (13.79%) Jetty
4 8 (13.79%) nginx
4 8 (13.79%) Tomcat
5 1 (1.72%) Apache Pig
Business Applications
1 3 (5.17%) SAP MDG
1 3 (5.17%) SAP MDM
Cloud Services
1 20 (34.48%) Amazon AWS
2 11 (18.97%) Microsoft Azure
3 6 (10.34%) Amazon EMR
4 5 (8.62%) Amazon EC2
5 4 (6.90%) Amazon S3
6 3 (5.17%) Azure Data Factory
7 2 (3.45%) Cloud Computing
8 1 (1.72%) Cortana Intelligence Suite
Database & Business Intelligence
1 13 (22.41%) Text Mining
2 11 (18.97%) Data Mining
3 7 (12.07%) Data Lake
3 7 (12.07%) NoSQL
4 6 (10.34%) SQL Server
5 5 (8.62%) Hadoop
6 4 (6.90%) Azure SQL Database
6 4 (6.90%) Power BI
6 4 (6.90%) SQL Server Analysis Services
6 4 (6.90%) SQL Server Integration Services
6 4 (6.90%) SQL Server Reporting Services
7 3 (5.17%) Apache Cassandra
7 3 (5.17%) Apache Hive
7 3 (5.17%) MongoDB
7 3 (5.17%) SAP HANA
7 3 (5.17%) Spark SQL
8 2 (3.45%) GIS
8 2 (3.45%) PostgreSQL
8 2 (3.45%) QlikView
8 2 (3.45%) Triplestore
Development Applications
1 12 (20.69%) Git (software)
2 10 (17.24%) Selenium
3 8 (13.79%) Gradle
3 8 (13.79%) Subversion
4 4 (6.90%) Maven
5 2 (3.45%) Ant
5 2 (3.45%) Hudson
5 2 (3.45%) Jenkins
5 2 (3.45%) Visual Studio
6 1 (1.72%) Cucumber
6 1 (1.72%) JUnit
6 1 (1.72%) RStudio
General
1 8 (13.79%) Publishing
2 5 (8.62%) Advertising
3 3 (5.17%) Telecoms
4 2 (3.45%) Games
5 1 (1.72%) Marketing
Job Titles
1 16 (27.59%) Development Manager
2 13 (22.41%) Developer
3 10 (17.24%) Software Development Manager
3 10 (17.24%) Software Manager
4 9 (15.52%) Algorithm Engineer
4 9 (15.52%) Big Data Engineer
4 9 (15.52%) Development Engineer
5 7 (12.07%) Java Development Manager
6 6 (10.34%) Data Engineer
7 5 (8.62%) Architect
7 5 (8.62%) Big Data Developer
7 5 (8.62%) Java Engineer
7 5 (8.62%) Python Developer
8 4 (6.90%) Azure Architect
8 4 (6.90%) Java Developer
8 4 (6.90%) Solutions Architect
9 3 (5.17%) AWS Developer
9 3 (5.17%) Machine Learning Developer
9 3 (5.17%) Research Engineer
10 2 (3.45%) Cloud Developer
Libraries, Frameworks & Software Standards
1 19 (32.76%) .NET
2 18 (31.03%) Natural Language Processing
3 16 (27.59%) Lucene
4 13 (22.41%) Kafka
5 12 (20.69%) Web Services
6 11 (18.97%) RESTful
7 9 (15.52%) AngularJS
8 6 (10.34%) Elastic Stack
9 3 (5.17%) REST
9 3 (5.17%) XML
10 2 (3.45%) Java EE
10 2 (3.45%) JSON
10 2 (3.45%) PostGIS
10 2 (3.45%) Spring
10 2 (3.45%) SQLAlchemy
11 1 (1.72%) XSLT
Miscellaneous
1 17 (29.31%) Algorithms
2 11 (18.97%) Analytical Skills
3 9 (15.52%) Linked Data
4 6 (10.34%) Semantic Web
5 3 (5.17%) Computer Science
6 2 (3.45%) Life Science
7 1 (1.72%) Machine to Machine
Operating Systems
1 8 (13.79%) Linux
Processes & Methodologies
1 35 (60.34%) Machine Learning
2 29 (50.00%) Agile Software Development
3 26 (44.83%) TDD
4 23 (39.66%) Continuous Integration
5 18 (31.03%) Continuous Deployment
6 13 (22.41%) Information Retrieval
6 13 (22.41%) Software Engineering
7 12 (20.69%) Artificial Intelligence
7 12 (20.69%) Mathematics
8 11 (18.97%) Data Modelling
8 11 (18.97%) Physics
9 10 (17.24%) Data Visualisation
9 10 (17.24%) Test Automation
9 10 (17.24%) Visualisation
10 9 (15.52%) Code Coverage
10 9 (15.52%) Image Processing
10 9 (15.52%) Logistics
10 9 (15.52%) Multithreading
11 8 (13.79%) Open Source
11 8 (13.79%) Scrum
Programming Languages
1 38 (65.52%) Python
2 31 (53.45%) C++
3 29 (50.00%) Java
4 19 (32.76%) Ruby
4 19 (32.76%) Scala
5 15 (25.86%) SQL
6 12 (20.69%) JavaScript
7 11 (18.97%) C#
8 10 (17.24%) C
9 8 (13.79%) Bash Shell
10 6 (10.34%) R
11 3 (5.17%) MATLAB
11 3 (5.17%) SPARQL
12 2 (3.45%) Perl
12 2 (3.45%) PHP
Qualifications
1 23 (39.66%) PhD
2 9 (15.52%) Degree
2 9 (15.52%) Master's Degree
2 9 (15.52%) Numerate Degree
Quality Assurance & Compliance
1 1 (1.72%) QA
System Software
1 6 (10.34%) Apache ZooKeeper
1 6 (10.34%) Docker
Systems Management
1 4 (6.90%) Mesos
Vendors
1 5 (8.62%) Microsoft
1 5 (8.62%) SAP
2 1 (1.72%) HP
Oxford, Oxfordshire
Be-IT Resourcing
Salary: Very flexible on salary + great benefits
Posted: 7 hours ago
Oxford, Oxfordshire
Austin Fraser
Salary: £65000 - £70000 per annum + Benefits and Bonus
Posted: Yesterday
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: £84,000 per annum
Posted: Yesterday
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: £70,000 per annum
Posted: Yesterday
Oxford, Oxfordshire
Understanding Recruitment
Salary: £80000 - £90000 per annum + bonus, bens
Posted: 3 days ago
Oxford
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Salary: £32000.00 - £35000.00 per annum
Posted: 15 days ago