Period
to 25 September 2018

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 6 months to 25 September 2018 with a comparison to the same period in the previous 2 years.

Big Data
South East > Oxfordshire
6 months to
25 Sep 2018
Same period 2017 Same period 2016
Rank 66 59 61
Rank change year-on-year -7 +2 +4
Permanent jobs citing Big Data 122 128 144
As % of all permanent IT jobs advertised in Oxfordshire 4.34% 4.66% 4.64%
As % of the Database & Business Intelligence category 13.80% 15.35% 14.33%
Number of salaries quoted 110 125 136
Oxfordshire median annual salary £55,000 £67,500 £53,500
Median salary % change year-on-year -18.52% +26.17% -5.31%
10th Percentile £41,125 £42,500 £37,500
90th Percentile £87,500 £84,000 £67,625
South East median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% +4.76%

Big Data is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Oxfordshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Oxfordshire
Permanent vacancies with a requirement for database or business intelligence skills 884 834 1,005
As % of all permanent IT jobs advertised in Oxfordshire 31.41% 30.38% 32.40%
Number of salaries quoted 761 712 884
Oxfordshire median annual salary £47,500 £44,750 £47,000
Median salary % change year-on-year +6.15% -4.79% +17.50%
10th Percentile £32,500 £29,000 £28,750
90th Percentile £70,000 £72,500 £65,000
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

Big Data
Job Vacancy Trend in Oxfordshire

Job postings citing Big Data as a percentage of all IT jobs advertised in Oxfordshire.

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 6 months to 25 September 2018.

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 6 months to 25 September 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Oxford -8 84 £50,000 -28.57% 11
Abingdon -13 6 £49,750 -23.46% 2
Banbury - 6 £60,000 - 3
Big Data
South East

For the 6 months to 25 September 2018, IT jobs citing Big Data also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Oxfordshire region with a requirement for Big Data.

1 73 (59.84%) Machine Learning
2 56 (45.90%) Java
3 51 (41.80%) Data Science
4 44 (36.07%) Python
5 43 (35.25%) Data Analysis
6 41 (33.61%) R
6 41 (33.61%) Analytics
7 40 (32.79%) Agile Software Development
8 39 (31.97%) Artificial Intelligence
8 39 (31.97%) Algorithms
9 38 (31.15%) C++
10 37 (30.33%) PhD
11 36 (29.51%) SQL
11 36 (29.51%) NoSQL
12 35 (28.69%) MATLAB
13 34 (27.87%) Git (software)
14 33 (27.05%) Mathematics
14 33 (27.05%) Software Engineering
15 31 (25.41%) Subversion
16 30 (24.59%) Computer Vision
17 29 (23.77%) C#
17 29 (23.77%) Physics
17 29 (23.77%) Deep Learning
18 28 (22.95%) Image Processing
19 27 (22.13%) Degree
19 27 (22.13%) Neural Network
20 26 (21.31%) Computer Science
20 26 (21.31%) GNU Octave
21 25 (20.49%) Mathematical Modelling
22 23 (18.85%) Amazon AWS

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 18 (14.75%) Apache Spark
1 18 (14.75%) Elasticsearch
2 10 (8.20%) Apache Solr
3 7 (5.74%) Apache
4 2 (1.64%) ArcGIS
4 2 (1.64%) JBoss
4 2 (1.64%) SAS
5 1 (0.82%) IIS
5 1 (0.82%) NetWeaver
5 1 (0.82%) SAP Portal
Applications
1 26 (21.31%) GNU Octave
2 2 (1.64%) Microsoft Excel
3 1 (0.82%) Microsoft Office
Business Applications
1 1 (0.82%) Changepoint
1 1 (0.82%) Oracle ERP
Cloud Services
1 23 (18.85%) Amazon AWS
2 9 (7.38%) Microsoft Azure
3 7 (5.74%) IaaS
3 7 (5.74%) PaaS
3 7 (5.74%) SaaS
4 2 (1.64%) Google Cloud Platform
5 1 (0.82%) Cloud Computing
Communications & Networking
1 3 (2.46%) Internet
2 1 (0.82%) Intranet
Database & Business Intelligence
1 36 (29.51%) NoSQL
2 17 (13.93%) Apache Cassandra
3 16 (13.11%) MongoDB
3 16 (13.11%) SQL Server
4 15 (12.30%) Hadoop
5 13 (10.66%) RDBMS
5 13 (10.66%) Relational Database
6 8 (6.56%) MySQL
7 7 (5.74%) Apache Hive
8 3 (2.46%) Data Warehouse
8 3 (2.46%) GIS
9 2 (1.64%) Oracle Database
9 2 (1.64%) PostgreSQL
10 1 (0.82%) Amazon Redshift
10 1 (0.82%) Data Lake
10 1 (0.82%) Geospatial Data
10 1 (0.82%) Power BI
10 1 (0.82%) QGIS
10 1 (0.82%) SAP HANA
10 1 (0.82%) Spatial Data
Development Applications
1 34 (27.87%) Git (software)
2 31 (25.41%) Subversion
3 9 (7.38%) Jenkins
4 7 (5.74%) Ant
4 7 (5.74%) Hudson
4 7 (5.74%) Visual Studio
5 4 (3.28%) JIRA
6 1 (0.82%) Eclipse
6 1 (0.82%) Eclipse RCP
General
1 8 (6.56%) Retail
2 7 (5.74%) Publishing
3 6 (4.92%) Finance
4 3 (2.46%) Marketing
5 1 (0.82%) Banking
5 1 (0.82%) Games
5 1 (0.82%) Law
5 1 (0.82%) Spanish Language
5 1 (0.82%) Telecoms
Job Titles
1 51 (41.80%) Developer
2 27 (22.13%) Data Scientist
3 18 (14.75%) Java Developer
4 17 (13.93%) Python Developer
5 16 (13.11%) Software Developer
6 11 (9.02%) Lead Developer
7 10 (8.20%) Computer Engineer
7 10 (8.20%) Computer Vision Engineer
8 9 (7.38%) Architect
8 9 (7.38%) SQL Developer
9 8 (6.56%) Analyst
9 8 (6.56%) Lead Software Developer
10 7 (5.74%) Data Architect
11 5 (4.10%) Software Analyst
11 5 (4.10%) Technologist
12 4 (3.28%) Big Data Engineer
12 4 (3.28%) Software Engineer
13 3 (2.46%) Business Analyst
13 3 (2.46%) Senior Developer
13 3 (2.46%) Support Engineer
Libraries, Frameworks & Software Standards
1 22 (18.03%) Web Services
2 18 (14.75%) RESTful
3 17 (13.93%) Django
4 15 (12.30%) Natural Language Processing
5 11 (9.02%) Spring
6 10 (8.20%) Kafka
6 10 (8.20%) Lucene
7 8 (6.56%) Torch
8 7 (5.74%) AngularJS
8 7 (5.74%) Backbone.js
8 7 (5.74%) Flask
8 7 (5.74%) JSON
8 7 (5.74%) REST
8 7 (5.74%) Ruby on Rails
8 7 (5.74%) XML
8 7 (5.74%) XSLT
9 6 (4.92%) MDX
10 5 (4.10%) UIMA
11 2 (1.64%) Apache Camel
11 2 (1.64%) React
Miscellaneous
1 39 (31.97%) Algorithms
2 26 (21.31%) Computer Science
3 9 (7.38%) Greenfield Project
4 8 (6.56%) Mobile App
5 7 (5.74%) Data Structures
5 7 (5.74%) NHS
6 3 (2.46%) Self-Motivation
6 3 (2.46%) Semantic Web
7 2 (1.64%) Analytical Skills
7 2 (1.64%) Credit Risk
8 1 (0.82%) Data Protection Act
8 1 (0.82%) Enterprise Cloud
8 1 (0.82%) Management Information System
8 1 (0.82%) Reference Data
8 1 (0.82%) User Experience
Operating Systems
1 7 (5.74%) Android
1 7 (5.74%) Apple iOS
2 4 (3.28%) Linux
3 3 (2.46%) Unix
4 2 (1.64%) CentOS
Processes & Methodologies
1 73 (59.84%) Machine Learning
2 51 (41.80%) Data Science
3 43 (35.25%) Data Analysis
4 41 (33.61%) Analytics
5 40 (32.79%) Agile Software Development
6 39 (31.97%) Artificial Intelligence
7 33 (27.05%) Mathematics
7 33 (27.05%) Software Engineering
8 30 (24.59%) Computer Vision
9 29 (23.77%) Deep Learning
9 29 (23.77%) Physics
10 28 (22.95%) Image Processing
11 27 (22.13%) Neural Network
12 25 (20.49%) Mathematical Modelling
13 20 (16.39%) Problem-Solving
13 20 (16.39%) TDD
14 17 (13.93%) Continuous Integration
15 16 (13.11%) Data Analytics
16 15 (12.30%) Predictive Modelling
16 15 (12.30%) Visualisation
Programming Languages
1 56 (45.90%) Java
2 44 (36.07%) Python
3 41 (33.61%) R
4 38 (31.15%) C++
5 36 (29.51%) SQL
6 35 (28.69%) MATLAB
7 29 (23.77%) C#
8 10 (8.20%) Java 8
9 9 (7.38%) PL/SQL
10 7 (5.74%) Julia
10 7 (5.74%) Ruby
11 6 (4.92%) Data Analysis Expressions (DAX)
11 6 (4.92%) T-SQL
12 2 (1.64%) C
12 2 (1.64%) JavaScript
13 1 (0.82%) ABAP
13 1 (0.82%) Bash Shell
13 1 (0.82%) Fortran
13 1 (0.82%) Kotlin
13 1 (0.82%) PowerShell
Qualifications
1 37 (30.33%) PhD
2 27 (22.13%) Degree
3 14 (11.48%) Computer Science Degree
4 3 (2.46%) ISEB
5 2 (1.64%) TOGAF Certification
6 1 (0.82%) AWS Certification
6 1 (0.82%) Master's Degree
6 1 (0.82%) Microsoft Certification
6 1 (0.82%) OCA
6 1 (0.82%) Oracle Certification
6 1 (0.82%) SAP Certification
Quality Assurance & Compliance
1 7 (5.74%) Data Quality
2 2 (1.64%) QA
System Software
1 8 (6.56%) Docker
Systems Management
1 9 (7.38%) Kubernetes
2 7 (5.74%) Ansible
3 2 (1.64%) Opscode Chef
3 2 (1.64%) Terraform
Vendors
1 18 (14.75%) Oracle
2 10 (8.20%) Microsoft
3 3 (2.46%) Google
3 3 (2.46%) SAP
4 2 (1.64%) Atlassian
4 2 (1.64%) ESRI
4 2 (1.64%) Talend
5 1 (0.82%) Cisco
5 1 (0.82%) Facebook
5 1 (0.82%) Hyperion
5 1 (0.82%) Twitter