Period
to 14 November 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 14 November 2018 with a comparison to the same period in the previous 2 years.

Analytics
Oxfordshire > Oxford
6 months to
14 Nov 2018
Same period 2017 Same period 2016
Rank 54 62 37
Rank change year-on-year +8 -25 +27
Permanent jobs citing Analytics 77 54 98
As % of all permanent IT jobs advertised in Oxford 5.12% 3.40% 6.70%
As % of the Processes & Methodologies category 5.62% 3.68% 7.54%
Number of salaries quoted 69 36 105
Oxford median annual salary £57,500 £52,500 £55,000
Median salary % change year-on-year +9.52% -4.55% +34.15%
10th Percentile £34,500 £32,500 £36,250
90th Percentile £90,000 £70,000 £68,000
Oxfordshire median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +18.92%

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 1,371 1,467 1,300
As % of all permanent IT jobs advertised in Oxford 91.16% 92.32% 88.86%
Number of salaries quoted 1,250 1,269 1,143
Oxford median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +5.88%
10th Percentile £31,250 £30,000 £27,500
90th Percentile £77,500 £72,500 £64,750
Oxfordshire median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - +4.65%

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 14 November 2018.

Salary histogram for Analytics in Oxford

For the 6 months to 14 November 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 38 (49.35%) Java
2 34 (44.16%) Python
3 32 (41.56%) SQL
3 32 (41.56%) Agile Software Development
4 29 (37.66%) Data Analytics
5 27 (35.06%) Machine Learning
6 24 (31.17%) Data Science
7 19 (24.68%) Mathematics
7 19 (24.68%) Algorithms
8 18 (23.38%) Visualisation
8 18 (23.38%) PhD
9 17 (22.08%) R
9 17 (22.08%) Apache Spark
10 16 (20.78%) Hadoop
10 16 (20.78%) Time Management
10 16 (20.78%) Computer Science
10 16 (20.78%) C++
10 16 (20.78%) Data Management
11 15 (19.48%) Google
12 14 (18.18%) Git (software)
12 14 (18.18%) Tableau
12 14 (18.18%) Continuous Improvement
13 13 (16.88%) Data Visualisation
13 13 (16.88%) Amazon AWS
13 13 (16.88%) Test Automation
14 12 (15.58%) Big Data
15 11 (14.29%) Data Mining
15 11 (14.29%) Google Analytics
16 10 (12.99%) Spotfire
16 10 (12.99%) Apache Hive

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 (22.08%) Apache Spark
2 3 (3.90%) JBoss
3 2 (2.60%) Confluence
Applications
1 5 (6.49%) Microsoft Excel
2 2 (2.60%) Microsoft PowerPoint
3 1 (1.30%) Microsoft Office
Business Applications
1 1 (1.30%) Dynamics NAV
1 1 (1.30%) SAP CO
1 1 (1.30%) SAP FI
1 1 (1.30%) SAP FI/CO
1 1 (1.30%) SAP S/4HANA
Cloud Services
1 13 (16.88%) Amazon AWS
2 11 (14.29%) Google Analytics
3 4 (5.19%) SaaS
4 2 (2.60%) Amazon EC2
4 2 (2.60%) Amazon EMR
4 2 (2.60%) Amazon S3
5 1 (1.30%) Google Cloud Platform
5 1 (1.30%) Microsoft Azure
Communications & Networking
1 6 (7.79%) Ethernet
1 6 (7.79%) Intrusion Detection
1 6 (7.79%) LAN
1 6 (7.79%) MPLS
1 6 (7.79%) VPN
1 6 (7.79%) WAN
2 2 (2.60%) Internet
2 2 (2.60%) Skype
Database & Business Intelligence
1 16 (20.78%) Hadoop
2 12 (15.58%) Big Data
3 11 (14.29%) Data Mining
4 10 (12.99%) Apache Cassandra
4 10 (12.99%) Apache Hive
4 10 (12.99%) Spotfire
4 10 (12.99%) SQL Server
5 8 (10.39%) MongoDB
6 7 (9.09%) NoSQL
7 6 (7.79%) Data Warehouse
7 6 (7.79%) MySQL
8 4 (5.19%) PostgreSQL
8 4 (5.19%) Power BI
9 2 (2.60%) Amazon Redshift
9 2 (2.60%) Neo4j
9 2 (2.60%) Oracle Database
9 2 (2.60%) Pentaho
9 2 (2.60%) QlikView
9 2 (2.60%) Relational Database
9 2 (2.60%) SAP BW
Development Applications
1 14 (18.18%) Git (software)
2 1 (1.30%) Jenkins
2 1 (1.30%) JIRA
2 1 (1.30%) JUnit
2 1 (1.30%) Selenium
2 1 (1.30%) SoapUI
2 1 (1.30%) webpack
General
1 8 (10.39%) Retail
2 7 (9.09%) Finance
3 5 (6.49%) Publishing
4 4 (5.19%) Marketing
5 3 (3.90%) Games
6 2 (2.60%) Advertising
6 2 (2.60%) Manufacturing
6 2 (2.60%) Spanish Language
7 1 (1.30%) Digital Economy
7 1 (1.30%) General Ledger
7 1 (1.30%) Multimedia
7 1 (1.30%) Telecoms
Job Titles
1 23 (29.87%) Developer
2 19 (24.68%) Data Scientist
3 12 (15.58%) SQL Developer
4 9 (11.69%) Python Developer
4 9 (11.69%) Software Developer
5 6 (7.79%) Analyst
5 6 (7.79%) Engineering Manager
5 6 (7.79%) Network Engineering Manager
5 6 (7.79%) Network Manager
6 5 (6.49%) Java Developer
7 4 (5.19%) Product Manager
8 3 (3.90%) Architect
8 3 (3.90%) Data Engineer
8 3 (3.90%) Graduate
8 3 (3.90%) Senior Developer
9 2 (2.60%) Apache Spark Developer
9 2 (2.60%) Big Data Engineer
9 2 (2.60%) Digital Product Manager
9 2 (2.60%) Machine Learning Scientist
9 2 (2.60%) R Developer
Libraries, Frameworks & Software Standards
1 9 (11.69%) RESTful
2 8 (10.39%) AngularJS
2 8 (10.39%) Django
3 7 (9.09%) Backbone.js
3 7 (9.09%) Ruby on Rails
4 6 (7.79%) CSS
4 6 (7.79%) HTML
5 3 (3.90%) Apache Camel
5 3 (3.90%) Kafka
5 3 (3.90%) Web Services
6 2 (2.60%) CSS3
6 2 (2.60%) HTML5
6 2 (2.60%) JMS
6 2 (2.60%) JMX
6 2 (2.60%) JTA
6 2 (2.60%) Node.js
6 2 (2.60%) React
6 2 (2.60%) Redux
6 2 (2.60%) Struts
6 2 (2.60%) TensorFlow
Miscellaneous
1 19 (24.68%) Algorithms
2 16 (20.78%) Computer Science
3 8 (10.39%) Mobile App
4 7 (9.09%) Analytical Skills
4 7 (9.09%) NHS
5 4 (5.19%) User Experience
6 3 (3.90%) Smart City
7 2 (2.60%) Management Information System
7 2 (2.60%) Self-Motivation
8 1 (1.30%) Smart Meter
8 1 (1.30%) Social Media
Operating Systems
1 8 (10.39%) Android
2 7 (9.09%) Apple iOS
3 2 (2.60%) Linux
3 2 (2.60%) Windows
Processes & Methodologies
1 32 (41.56%) Agile Software Development
2 29 (37.66%) Data Analytics
3 27 (35.06%) Machine Learning
4 24 (31.17%) Data Science
5 19 (24.68%) Mathematics
6 18 (23.38%) Visualisation
7 16 (20.78%) Data Management
7 16 (20.78%) Time Management
8 14 (18.18%) Continuous Improvement
9 13 (16.88%) Data Visualisation
9 13 (16.88%) Test Automation
10 10 (12.99%) Predictive Analysis
10 10 (12.99%) Regression Testing
11 9 (11.69%) Business Intelligence
11 9 (11.69%) Change Management
12 7 (9.09%) Big Data Analytics
12 7 (9.09%) Data Modelling
12 7 (9.09%) E-Commerce
12 7 (9.09%) Logistics
12 7 (9.09%) Software Engineering
Programming Languages
1 38 (49.35%) Java
2 34 (44.16%) Python
3 32 (41.56%) SQL
4 17 (22.08%) R
5 16 (20.78%) C++
6 10 (12.99%) Delphi
7 7 (9.09%) Ruby
8 5 (6.49%) JavaScript
9 3 (3.90%) PL/SQL
10 2 (2.60%) C
10 2 (2.60%) C#
10 2 (2.60%) MATLAB
10 2 (2.60%) PHP
10 2 (2.60%) Shell Script
11 1 (1.30%) Data Analysis Expressions (DAX)
11 1 (1.30%) T-SQL
11 1 (1.30%) TypeScript
Qualifications
1 18 (23.38%) PhD
2 7 (9.09%) Degree
3 1 (1.30%) Computer Science Degree
3 1 (1.30%) Numerate Degree
Quality Assurance & Compliance
1 6 (7.79%) ISO/IEC 27001
1 6 (7.79%) SLA
2 3 (3.90%) Data Quality
3 2 (2.60%) QA
4 1 (1.30%) GDPR
System Software
1 2 (2.60%) Active Directory
1 2 (2.60%) Docker
Systems Management
1 2 (2.60%) Kubernetes
1 2 (2.60%) Single Sign-On
Vendors
1 15 (19.48%) Google
2 14 (18.18%) Tableau
3 5 (6.49%) Oracle
4 4 (5.19%) Microsoft
5 3 (3.90%) SAP
5 3 (3.90%) Talend
6 2 (2.60%) Cognos
7 1 (1.30%) Adobe
7 1 (1.30%) Mapbox
7 1 (1.30%) Salesforce.com