The following table provides summary statistics for permanent job vacancies advertised in Oxfordshire 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 25 April 2017 with a comparison to the same period in the previous 2 years.

Big Data
South East / Oxfordshire
3 months to
25 Apr 2017
Same period 2016 Same period 2015
Rank 43 56 83
Rank change year-on-year +13 +27  
Permanent jobs citing Big Data 81 62 40
As % of all permanent IT jobs advertised in Oxfordshire 5.73% 4.22% 2.59%
As % of the Database & Business Intelligence category 18.33% 12.60% 6.98%
Number of salaries quoted 77 49 26
Median salary £62,500 £53,500 £52,500
Median salary % change year-on-year +16.82% +1.90%  
90% offered a salary of more than £27,500 £40,000 £37,500
10% offered a salary of more than £70,000 £65,500 £67,500
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 Oxfordshire with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Oxfordshire
Permanent job vacancies with a requirement for database and business intelligence skills 442 492 573
As % of all permanent IT job vacancies advertised in Oxfordshire 31.26% 33.47% 37.16%
Number of salaries quoted 422 432 469
Median salary £47,000 £50,000 £40,000
Median salary % change year-on-year -6.00% +25.00%  
90% offered a salary of more than £30,605 £35,000 £28,000
10% offered a salary of more than £65,000 £60,000 £65,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Big Data
Job Vacancy Trend in Oxfordshire

The job posting trend of jobs advertised in Oxfordshire 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 Oxfordshire

Big Data
Salary Trend in Oxfordshire

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

Salary trend for Big Data in Oxfordshire

Big Data
Salary Histogram in Oxfordshire

The salary distribution of IT jobs citing Big Data in Oxfordshire over the 3 months to 25 April 2017.

Salary histogram for Big Data in Oxfordshire

Big Data
Job Locations in Oxfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data within the Oxfordshire region over the 3 months to 25 April 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Oxford 0 28 £50,000 -0.49% 2
Kidlington -4 18 £55,000 -24.13%
Abingdon +25 4 £65,000 +20.93%
Big Data
South East

For the 6 months to 25 April 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 Oxfordshire region with a requirement for Big Data.

1 77 (54.61%) Java
2 73 (51.77%) SQL
3 62 (43.97%) Degree
4 58 (41.13%) TDD
5 55 (39.01%) Semantic Web
6 52 (36.88%) Agile Software Development
7 51 (36.17%) Python
8 45 (31.91%) JavaScript
9 44 (31.21%) Data Modelling
10 41 (29.08%) Oracle
11 38 (26.95%) Continuous Integration
12 37 (26.24%) RESTful
13 35 (24.82%) ETL
14 34 (24.11%) Machine Learning
15 33 (23.40%) Apache Spark
16 32 (22.70%) Software Engineering
17 31 (21.99%) AngularJS
18 30 (21.28%) Apache Cassandra
18 30 (21.28%) Spring
19 27 (19.15%) C++
19 27 (19.15%) Amazon AWS
20 26 (18.44%) Apache Solr
20 26 (18.44%) Elasticsearch
21 25 (17.73%) BDD
21 25 (17.73%) Web Services
21 25 (17.73%) Code Coverage
21 25 (17.73%) Lucene
22 24 (17.02%) Ruby
22 24 (17.02%) Business Intelligence
23 23 (16.31%) XML

Big Data
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 33 (23.40%) Apache Spark
2 26 (18.44%) Apache Solr
2 26 (18.44%) Elasticsearch
3 21 (14.89%) JBoss
4 14 (9.93%) Apache
4 14 (9.93%) Jetty
4 14 (9.93%) nginx
4 14 (9.93%) Tomcat
5 3 (2.13%) Apache Pig
6 1 (0.71%) SAS
Business Applications
1 8 (5.67%) Magento
2 4 (2.84%) Oracle CRM
3 3 (2.13%) SAP MDG
3 3 (2.13%) SAP MDM
Cloud Services
1 27 (19.15%) Amazon AWS
2 18 (12.77%) Microsoft Azure
3 2 (1.42%) Amazon EMR
3 2 (1.42%) Cloud Computing
Communications & Networking
1 8 (5.67%) Internet
Database & Business Intelligence
1 30 (21.28%) Apache Cassandra
2 23 (16.31%) Apache Hive
2 23 (16.31%) Spark SQL
3 20 (14.18%) NoSQL
4 15 (10.64%) Hadoop
4 15 (10.64%) SQL Server
5 13 (9.22%) Oracle Database
6 12 (8.51%) Oracle BI EE
6 12 (8.51%) Oracle ODI
7 11 (7.80%) SQL Server Analysis Services
7 11 (7.80%) SQL Server Integration Services
7 11 (7.80%) SQL Server Reporting Services
8 10 (7.09%) BusinessObjects
9 9 (6.38%) Data Warehouse
10 8 (5.67%) MongoDB
11 7 (4.96%) Star Schema
12 4 (2.84%) Azure SQL Database
12 4 (2.84%) Power BI
12 4 (2.84%) Relational Database
13 3 (2.13%) Data Lake
Development Applications
1 22 (15.60%) Git (software)
2 21 (14.89%) JIRA
2 21 (14.89%) Talend Open Studio
3 14 (9.93%) Gradle
3 14 (9.93%) Subversion
4 10 (7.09%) Maven
5 5 (3.55%) Selenium
6 1 (0.71%) Ant
6 1 (0.71%) Hudson
6 1 (0.71%) Jenkins
6 1 (0.71%) RStudio
General
1 13 (9.22%) Finance
1 13 (9.22%) Marketing
2 8 (5.67%) Advertising
3 4 (2.84%) Telecoms
4 2 (1.42%) Publishing
5 1 (0.71%) Banking
Job Titles
1 73 (51.77%) Developer
2 28 (19.86%) Java Developer
3 24 (17.02%) Software Engineer
4 20 (14.18%) Lead Software Engineer
5 19 (13.48%) Architect
6 17 (12.06%) Java Engineer
7 16 (11.35%) AWS Developer
8 15 (10.64%) AWS Engineer
9 14 (9.93%) SQL Developer
10 13 (9.22%) Big Data Developer
11 11 (7.80%) AWS Architect
11 11 (7.80%) Integration Developer
11 11 (7.80%) Java Architect
11 11 (7.80%) Python Developer
11 11 (7.80%) Senior Developer
12 10 (7.09%) Business Intelligence Lead
13 9 (6.38%) Algorithm Engineer
13 9 (6.38%) Junior
13 9 (6.38%) Junior Developer
13 9 (6.38%) XML Architect
Libraries, Frameworks & Software Standards
1 37 (26.24%) RESTful
2 31 (21.99%) AngularJS
3 30 (21.28%) Spring
4 25 (17.73%) Lucene
4 25 (17.73%) Web Services
5 23 (16.31%) Java EE
5 23 (16.31%) XML
6 21 (14.89%) Apache Camel
6 21 (14.89%) SOAP
6 21 (14.89%) XML Schema
7 16 (11.35%) REST
8 14 (9.93%) .NET
9 10 (7.09%) Natural Language Processing
10 8 (5.67%) Backbone.js
11 6 (4.26%) D3.js
11 6 (4.26%) Dojo
11 6 (4.26%) jQuery
11 6 (4.26%) Leaflet
11 6 (4.26%) OpenLayers
12 5 (3.55%) HTML5
Miscellaneous
1 55 (39.01%) Semantic Web
2 19 (13.48%) Algorithms
3 17 (12.06%) Computer Science
4 11 (7.80%) Analytical Skills
5 4 (2.84%) Data Structures
5 4 (2.84%) Linked Data
6 2 (1.42%) Life Science
6 2 (1.42%) Mobile App
6 2 (1.42%) NHS
7 1 (0.71%) Client/Server
7 1 (0.71%) Credit Risk
7 1 (0.71%) Machine to Machine
Operating Systems
1 7 (4.96%) Linux
2 2 (1.42%) Android
2 2 (1.42%) Apple iOS
Processes & Methodologies
1 58 (41.13%) TDD
2 52 (36.88%) Agile Software Development
3 44 (31.21%) Data Modelling
4 38 (26.95%) Continuous Integration
5 35 (24.82%) ETL
6 34 (24.11%) Machine Learning
7 32 (22.70%) Software Engineering
8 25 (17.73%) BDD
8 25 (17.73%) Code Coverage
9 24 (17.02%) Business Intelligence
10 19 (13.48%) DevOps
10 19 (13.48%) Mathematics
11 18 (12.77%) Continuous Delivery
11 18 (12.77%) Data Integration
11 18 (12.77%) Informatics
12 17 (12.06%) Analytics
12 17 (12.06%) Open Source
13 16 (11.35%) Integration Testing
13 16 (11.35%) Test Automation
14 14 (9.93%) Build Automation
Programming Languages
1 77 (54.61%) Java
2 73 (51.77%) SQL
3 51 (36.17%) Python
4 45 (31.91%) JavaScript
5 27 (19.15%) C++
6 24 (17.02%) Ruby
7 16 (11.35%) C#
7 16 (11.35%) R
8 14 (9.93%) Scala
9 10 (7.09%) Bash Shell
10 4 (2.84%) MATLAB
10 4 (2.84%) PL/SQL
11 3 (2.13%) C
11 3 (2.13%) Julia
12 2 (1.42%) SPARQL
13 1 (0.71%) Perl
13 1 (0.71%) PHP
Qualifications
1 62 (43.97%) Degree
2 20 (14.18%) PhD
3 1 (0.71%) SAS Certification
Quality Assurance & Compliance
1 8 (5.67%) QA
System Software
1 2 (1.42%) Apache ZooKeeper
1 2 (1.42%) Docker
Vendors
1 41 (29.08%) Oracle
2 21 (14.89%) Talend
3 10 (7.09%) Informatica
4 8 (5.67%) SAP
5 5 (3.55%) Microsoft
6 4 (2.84%) Salesforce.com
7 3 (2.13%) MapR
8 1 (0.71%) HP
Oxfordshire
Searchability
Salary: £60000 - £90000 per annum + Benefits
Posted: Yesterday
Banbury, Oxfordshire
Auburn Rose
Salary: From £50,000 to £55,000 per annum + Benefits
Posted: Yesterday
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: £84,000 per annum
Posted: 6 days ago