Period
to 16 August 2018

The following table provides summary statistics for permanent job vacancies advertised in Oxford with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 6 months to 16 August 2018 with a comparison to the same period in the previous 2 years.

Analytics
Oxfordshire > Oxford
6 months to
16 Aug 2018
Same period 2017 Same period 2016
Rank 60 63 39
Rank change year-on-year +3 -24 +35
Permanent jobs citing Analytics 78 60 103
As % of all permanent IT jobs advertised in Oxford 4.68% 4.03% 7.19%
As % of the Processes & Methodologies category 5.09% 4.36% 7.96%
Number of salaries quoted 73 43 116
Oxford median annual salary £50,000 £52,500 £60,000
Median salary % change year-on-year -4.76% -12.50% +34.83%
10th Percentile £36,500 £28,500 £40,000
90th Percentile £65,000 £68,750 £70,000
Oxfordshire median annual salary £55,000 £47,500 £62,500
% change year-on-year +15.79% -24.00% +56.25%

Analytics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Oxford with a requirement for process or methodology skills.

All Process and Methodology Skills
Oxford
Permanent vacancies with a requirement for process or methodology skills 1,533 1,376 1,294
As % of all permanent IT jobs advertised in Oxford 91.91% 92.35% 90.36%
Number of salaries quoted 1,421 1,154 1,159
Oxford median annual salary £50,000 £45,000 £47,500
Median salary % change year-on-year +11.11% -5.26% +5.56%
10th Percentile £31,250 £29,113 £28,750
90th Percentile £70,000 £70,000 £67,500
Oxfordshire median annual salary £50,000 £45,000 £47,500
% change year-on-year +11.11% -5.26% +11.76%

Analytics
Job Vacancy Trend in Oxford

Job postings citing Analytics as a percentage of all IT jobs advertised in Oxford.

Job vacancy trend for Analytics in Oxford

Analytics
Salary Trend in Oxford

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Analytics in Oxford.

Salary trend for Analytics in Oxford

Analytics
Salary Histogram in Oxford

The salary distribution of IT jobs citing Analytics in Oxford over the 6 months to 16 August 2018.

Salary histogram for Analytics in Oxford

For the 6 months to 16 August 2018, IT jobs citing Analytics 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 Oxford region with a requirement for Analytics.

1 43 (55.13%) Python
2 37 (47.44%) Machine Learning
3 32 (41.03%) Java
4 27 (34.62%) PhD
5 26 (33.33%) SQL
6 21 (26.92%) Algorithms
7 18 (23.08%) Data Analytics
7 18 (23.08%) AngularJS
8 17 (21.79%) JavaScript
8 17 (21.79%) C++
8 17 (21.79%) Mathematics
8 17 (21.79%) Data Science
8 17 (21.79%) Apache Spark
9 16 (20.51%) Google
10 15 (19.23%) Big Data
11 14 (17.95%) Agile Software Development
12 13 (16.67%) Amazon AWS
13 12 (15.38%) Deep Learning
13 12 (15.38%) Software Engineering
13 12 (15.38%) Computer Science
13 12 (15.38%) SQL Server
13 12 (15.38%) CSS
14 11 (14.10%) HTML
14 11 (14.10%) Ruby
14 11 (14.10%) React
14 11 (14.10%) RESTful
15 10 (12.82%) Apache Cassandra
15 10 (12.82%) MATLAB
16 9 (11.54%) Degree
16 9 (11.54%) Robotics

Analytics
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 17 (21.79%) Apache Spark
2 3 (3.85%) JBoss
3 2 (2.56%) Apache
3 2 (2.56%) Apache Airflow
3 2 (2.56%) Confluence
4 1 (1.28%) CMS
4 1 (1.28%) Elasticsearch
4 1 (1.28%) WordPress
Applications
1 4 (5.13%) Microsoft Excel
2 2 (2.56%) Microsoft PowerPoint
3 1 (1.28%) Microsoft Office
Business Applications
1 1 (1.28%) Dynamics NAV
1 1 (1.28%) Oracle ERP
Cloud Services
1 13 (16.67%) Amazon AWS
2 4 (5.13%) Microsoft Azure
2 4 (5.13%) SaaS
3 2 (2.56%) Google Analytics
4 1 (1.28%) AdWords
4 1 (1.28%) Amazon EC2
4 1 (1.28%) Amazon EMR
4 1 (1.28%) Amazon S3
4 1 (1.28%) Google Tag Manager
4 1 (1.28%) IaaS
4 1 (1.28%) PaaS
Communications & Networking
1 5 (6.41%) Internet
2 1 (1.28%) BGP
2 1 (1.28%) DNS
2 1 (1.28%) HTTP
2 1 (1.28%) Intranet
2 1 (1.28%) Skype
Database & Business Intelligence
1 15 (19.23%) Big Data
2 12 (15.38%) SQL Server
3 10 (12.82%) Apache Cassandra
4 9 (11.54%) MongoDB
4 9 (11.54%) NoSQL
5 8 (10.26%) MySQL
6 6 (7.69%) Data Warehouse
6 6 (7.69%) Hadoop
7 4 (5.13%) PostgreSQL
7 4 (5.13%) Power BI
8 3 (3.85%) SQL Server 2008
8 3 (3.85%) SQL Server 2012
8 3 (3.85%) SQL Server 2014
8 3 (3.85%) SQL Server 2016
8 3 (3.85%) SQL Server Reporting Services
9 2 (2.56%) BigQuery
9 2 (2.56%) Data Lake
9 2 (2.56%) Oracle Database
10 1 (1.28%) Amazon Redshift
10 1 (1.28%) Azure SQL Data Warehouse
Development Applications
1 2 (2.56%) Git (software)
1 2 (2.56%) JIRA
2 1 (1.28%) Jenkins
2 1 (1.28%) JUnit
2 1 (1.28%) Selenium
2 1 (1.28%) SoapUI
General
1 8 (10.26%) Retail
2 4 (5.13%) Finance
2 4 (5.13%) Marketing
3 3 (3.85%) Games
4 2 (2.56%) Advertising
4 2 (2.56%) Law
5 1 (1.28%) Automotive
5 1 (1.28%) Digital Economy
5 1 (1.28%) Military
5 1 (1.28%) Publishing
Job Titles
1 26 (33.33%) Developer
2 10 (12.82%) Python Developer
2 10 (12.82%) SQL Developer
3 9 (11.54%) Software Developer
4 8 (10.26%) Machine Learning Engineer
4 8 (10.26%) Research Scientist
5 7 (8.97%) Data Scientist
5 7 (8.97%) Front End Developer (Client-Side Developer)
6 6 (7.69%) Analyst
6 6 (7.69%) Data Engineer
7 4 (5.13%) Architect
7 4 (5.13%) Software Engineer
8 3 (3.85%) Computer Engineer
8 3 (3.85%) Computer Vision Engineer
8 3 (3.85%) Data Architect
8 3 (3.85%) Graduate
8 3 (3.85%) Product Manager
9 2 (2.56%) Information Architect
9 2 (2.56%) Marketing Analyst
9 2 (2.56%) Senior Developer
Libraries, Frameworks & Software Standards
1 18 (23.08%) AngularJS
2 12 (15.38%) CSS
3 11 (14.10%) HTML
3 11 (14.10%) React
3 11 (14.10%) RESTful
4 8 (10.26%) Django
4 8 (10.26%) Redux
4 8 (10.26%) TensorFlow
5 7 (8.97%) Angular 2
5 7 (8.97%) Backbone.js
5 7 (8.97%) CSS3
5 7 (8.97%) Ember.js
5 7 (8.97%) HTML5
5 7 (8.97%) LESS
5 7 (8.97%) Meteor
5 7 (8.97%) Ruby on Rails
5 7 (8.97%) Sass
5 7 (8.97%) Twitter Bootstrap
6 5 (6.41%) Natural Language Processing
7 4 (5.13%) .NET
Miscellaneous
1 21 (26.92%) Algorithms
2 12 (15.38%) Computer Science
3 9 (11.54%) Robotics
4 8 (10.26%) Analytical Skills
4 8 (10.26%) NHS
5 7 (8.97%) Mobile App
6 3 (3.85%) Smart City
6 3 (3.85%) User Experience
7 2 (2.56%) Self-Motivation
8 1 (1.28%) Data Protection Act
8 1 (1.28%) Management Information System
8 1 (1.28%) Reference Data
8 1 (1.28%) Semantic Web
8 1 (1.28%) Smart Meter
Operating Systems
1 8 (10.26%) Android
2 7 (8.97%) Apple iOS
3 2 (2.56%) Robot Operating System
4 1 (1.28%) Linux
Processes & Methodologies
1 37 (47.44%) Machine Learning
2 18 (23.08%) Data Analytics
3 17 (21.79%) Data Science
3 17 (21.79%) Mathematics
4 14 (17.95%) Agile Software Development
5 12 (15.38%) Deep Learning
5 12 (15.38%) Software Engineering
6 9 (11.54%) Time Management
7 7 (8.97%) Big Data Analytics
7 7 (8.97%) Front End Development
7 7 (8.97%) Logistics
8 6 (7.69%) Continuous Improvement
8 6 (7.69%) E-Commerce
8 6 (7.69%) Physics
8 6 (7.69%) Scrum
8 6 (7.69%) Visualisation
9 5 (6.41%) Data Management
9 5 (6.41%) Decision-Making
9 5 (6.41%) ETL
9 5 (6.41%) Statistics
Programming Languages
1 43 (55.13%) Python
2 32 (41.03%) Java
3 26 (33.33%) SQL
4 17 (21.79%) C++
4 17 (21.79%) JavaScript
5 11 (14.10%) Ruby
6 10 (12.82%) MATLAB
7 7 (8.97%) C
8 5 (6.41%) PHP
8 5 (6.41%) R
9 4 (5.13%) C#
10 3 (3.85%) PL/SQL
11 1 (1.28%) Java 8
11 1 (1.28%) Perl
11 1 (1.28%) TypeScript
Qualifications
1 27 (34.62%) PhD
2 9 (11.54%) Degree
3 3 (3.85%) Computer Science Degree
4 1 (1.28%) AWS Certification
4 1 (1.28%) Numerate Degree
Quality Assurance & Compliance
1 1 (1.28%) Data Quality
1 1 (1.28%) GDPR
1 1 (1.28%) QA
1 1 (1.28%) SLA
Systems Management
1 2 (2.56%) Kubernetes
Vendors
1 16 (20.51%) Google
2 7 (8.97%) Microsoft
3 4 (5.13%) Oracle
4 3 (3.85%) Talend
5 2 (2.56%) Cognos
6 1 (1.28%) Hyperion
6 1 (1.28%) SAP
6 1 (1.28%) Tableau