Period
to 19 January 2019

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 19 January 2019 with a comparison to the same period in the previous 2 years.

Big Data
South East > Oxfordshire
6 months to
19 Jan 2019
Same period 2018 Same period 2017
Rank 45 53 73
Rank change year-on-year +8 +20 -25
Permanent jobs citing Big Data 126 151 88
As % of all permanent IT jobs advertised in Oxfordshire 5.44% 4.93% 3.31%
As % of the Database & Business Intelligence category 17.85% 15.57% 10.81%
Number of salaries quoted 109 121 79
Oxfordshire median annual salary £50,000 £63,000 £55,000
Median salary % change year-on-year -20.63% +14.55% -7.56%
10th Percentile £39,500 £47,500 £43,250
90th Percentile £77,500 £73,750 £67,500
South East median annual salary £55,000 £55,000 £53,000
% change year-on-year - +3.77% +0.95%

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 706 970 814
As % of all permanent IT jobs advertised in Oxfordshire 30.48% 31.67% 30.61%
Number of salaries quoted 571 774 723
Oxfordshire median annual salary £50,000 £43,000 £44,500
Median salary % change year-on-year +16.28% -3.37% +4.71%
10th Percentile £31,250 £29,000 £28,750
90th Percentile £77,500 £67,500 £62,500
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +1.95%

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 19 January 2019.

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 19 January 2019. 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 +19 95 £50,000 -28.57% 13
Banbury +4 10 £60,000 +33.33%
Abingdon -8 3 £45,000 -30.77% 3
Big Data
South East

For the 6 months to 19 January 2019, 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 59 (46.83%) Artificial Intelligence
2 56 (44.44%) Machine Learning
3 53 (42.06%) Data Science
4 50 (39.68%) R
5 46 (36.51%) Deep Learning
5 46 (36.51%) Data Analysis
5 46 (36.51%) C#
5 46 (36.51%) C++
5 46 (36.51%) MATLAB
6 45 (35.71%) Git (software)
7 44 (34.92%) Subversion
8 42 (33.33%) Algorithms
9 41 (32.54%) Computer Vision
9 41 (32.54%) Neural Network
10 40 (31.75%) PhD
11 39 (30.95%) Image Processing
12 38 (30.16%) Java
13 33 (26.19%) Software Engineering
13 33 (26.19%) Mathematics
14 29 (23.02%) Physics
15 28 (22.22%) Degree
15 28 (22.22%) Mathematical Modelling
15 28 (22.22%) GNU Octave
16 27 (21.43%) Agile Software Development
17 25 (19.84%) Computer Science
17 25 (19.84%) Python
17 25 (19.84%) Amazon AWS
18 23 (18.25%) Web Services
19 22 (17.46%) Analytics
20 20 (15.87%) Configuration Management

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 11 (8.73%) Apache
2 6 (4.76%) Confluence
3 2 (1.59%) Apache Spark
3 2 (1.59%) Elasticsearch
4 1 (0.79%) NetWeaver
4 1 (0.79%) SAP Portal
Applications
1 28 (22.22%) GNU Octave
2 2 (1.59%) Microsoft Excel
3 1 (0.79%) Microsoft Office
Business Applications
1 5 (3.97%) Changepoint
2 1 (0.79%) SAP CRM
Cloud Services
1 25 (19.84%) Amazon AWS
2 10 (7.94%) IaaS
2 10 (7.94%) PaaS
2 10 (7.94%) SaaS
3 3 (2.38%) Microsoft Azure
4 2 (1.59%) Cloud Computing
5 1 (0.79%) Azure Data Factory
5 1 (0.79%) Google Cloud Platform
Database & Business Intelligence
1 18 (14.29%) NoSQL
2 11 (8.73%) MySQL
2 11 (8.73%) SQL Server
3 10 (7.94%) RDBMS
3 10 (7.94%) Relational Database
4 8 (6.35%) Hadoop
5 6 (4.76%) Data Warehouse
5 6 (4.76%) GIS
5 6 (4.76%) PostgreSQL
6 2 (1.59%) Data Mining
7 1 (0.79%) Amazon Redshift
7 1 (0.79%) Apache Hive
7 1 (0.79%) MongoDB
7 1 (0.79%) Power BI
7 1 (0.79%) SAP HANA
7 1 (0.79%) SQL Server Integration Services
7 1 (0.79%) SQL Server Reporting Services
Development Applications
1 45 (35.71%) Git (software)
2 44 (34.92%) Subversion
3 10 (7.94%) Visual Studio
4 6 (4.76%) JIRA
5 5 (3.97%) Ant
6 4 (3.17%) JUnit
6 4 (3.17%) Maven
6 4 (3.17%) Mockito
7 3 (2.38%) Jenkins
8 2 (1.59%) Cucumber
8 2 (1.59%) Eclipse
8 2 (1.59%) Selenium
9 1 (0.79%) Eclipse RCP
9 1 (0.79%) Hudson
General
1 8 (6.35%) Finance
1 8 (6.35%) Publishing
2 5 (3.97%) Banking
2 5 (3.97%) Games
3 2 (1.59%) Back Office
3 2 (1.59%) Pharmaceutical
4 1 (0.79%) Marketing
4 1 (0.79%) Retail
4 1 (0.79%) Spanish Language
4 1 (0.79%) Telecoms
Job Titles
1 32 (25.40%) Developer
2 27 (21.43%) Computer Engineer
2 27 (21.43%) Computer Vision Engineer
3 18 (14.29%) Architect
3 18 (14.29%) DevOps Engineer
4 15 (11.90%) Data Scientist
5 14 (11.11%) Java Developer
5 14 (11.11%) Senior DevOps
5 14 (11.11%) Senior DevOps Engineer
6 13 (10.32%) Data Architect
7 12 (9.52%) Machine Learning Engineer
8 10 (7.94%) Software Engineer
9 7 (5.56%) AWS DevOps
9 7 (5.56%) AWS DevOps Engineer
9 7 (5.56%) AWS Engineer
9 7 (5.56%) AWS Infrastructure Engineer
9 7 (5.56%) Infrastructure Engineer
9 7 (5.56%) Senior Infrastructure Engineer
10 6 (4.76%) Full Stack Developer
10 6 (4.76%) Full Stack Web Developer
Libraries, Frameworks & Software Standards
1 23 (18.25%) Web Services
2 12 (9.52%) Spring
3 10 (7.94%) MDX
4 7 (5.56%) Django
4 7 (5.56%) JSON
4 7 (5.56%) REST
4 7 (5.56%) XML
5 6 (4.76%) Ajax
5 6 (4.76%) CSS
5 6 (4.76%) DOM
5 6 (4.76%) HTML
5 6 (4.76%) HTML5
5 6 (4.76%) jQuery
5 6 (4.76%) Leaflet
6 5 (3.97%) Natural Language Processing
6 5 (3.97%) UIMA
7 2 (1.59%) .NET
7 2 (1.59%) Kafka
7 2 (1.59%) Node.js
8 1 (0.79%) XSLT
Miscellaneous
1 42 (33.33%) Algorithms
2 16 (12.70%) Semantic Web
3 12 (9.52%) Greenfield Project
4 8 (6.35%) Analytical Skills
5 2 (1.59%) NHS
5 2 (1.59%) Robotics
6 1 (0.79%) Enterprise Cloud
6 1 (0.79%) Foreign Exchange (FX)
6 1 (0.79%) Mobile App
6 1 (0.79%) Self-Motivation
6 1 (0.79%) User Experience
Operating Systems
1 12 (9.52%) Linux
2 6 (4.76%) Unix
3 1 (0.79%) Robot Operating System
Processes & Methodologies
1 59 (46.83%) Artificial Intelligence
2 56 (44.44%) Machine Learning
3 53 (42.06%) Data Science
4 46 (36.51%) Data Analysis
4 46 (36.51%) Deep Learning
5 41 (32.54%) Computer Vision
5 41 (32.54%) Neural Network
6 39 (30.95%) Image Processing
7 33 (26.19%) Mathematics
7 33 (26.19%) Software Engineering
8 29 (23.02%) Physics
9 28 (22.22%) Mathematical Modelling
10 27 (21.43%) Agile Software Development
11 25 (19.84%) Computer Science
12 22 (17.46%) Analytics
13 20 (15.87%) Configuration Management
14 19 (15.08%) DevOps
15 16 (12.70%) Cloud Operations
16 14 (11.11%) Business Intelligence
16 14 (11.11%) Data Governance
Programming Languages
1 50 (39.68%) R
2 46 (36.51%) C#
2 46 (36.51%) C++
2 46 (36.51%) MATLAB
3 38 (30.16%) Java
4 25 (19.84%) Python
5 16 (12.70%) SQL
6 10 (7.94%) Data Analysis Expressions (DAX)
6 10 (7.94%) Java 8
6 10 (7.94%) JavaScript
6 10 (7.94%) T-SQL
7 2 (1.59%) Scala
8 1 (0.79%) ABAP
8 1 (0.79%) Julia
8 1 (0.79%) PHP
Qualifications
1 40 (31.75%) PhD
2 28 (22.22%) Degree
3 14 (11.11%) Computer Science Degree
4 3 (2.38%) TOGAF Certification
5 2 (1.59%) Master's Degree
5 2 (1.59%) Microsoft Certification
6 1 (0.79%) ISEB
6 1 (0.79%) OCA
6 1 (0.79%) Oracle Certification
6 1 (0.79%) SAP Certification
Quality Assurance & Compliance
1 10 (7.94%) Data Quality
2 3 (2.38%) QA
System Software
1 9 (7.14%) Docker
Systems Management
1 16 (12.70%) Terraform
2 6 (4.76%) Ansible
3 5 (3.97%) Puppet
4 4 (3.17%) Opscode Chef
5 3 (2.38%) Kubernetes
Vendors
1 13 (10.32%) Microsoft
2 11 (8.73%) Oracle
3 6 (4.76%) Google
4 5 (3.97%) Facebook
5 3 (2.38%) SAP
6 1 (0.79%) Alteryx
6 1 (0.79%) Cisco
6 1 (0.79%) Hortonworks
6 1 (0.79%) Tableau