Period
to 22 May 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 22 May 2018 with a comparison to the same period in the previous 2 years.

Analytics
Oxfordshire > Oxford
6 months to
22 May 2018
Same period 2017 Same period 2016
Rank 57 52 51
Rank change year-on-year -5 -1 +20
Permanent jobs citing Analytics 82 68 76
As % of all permanent IT jobs advertised in Oxford 5.07% 5.10% 5.59%
As % of the Processes & Methodologies category 5.50% 5.65% 6.24%
Number of salaries quoted 73 75 78
Oxford median annual salary £47,500 £50,000 £60,000
Median salary % change year-on-year -5.00% -16.67% +20.00%
10th Percentile £34,000 £27,700 £37,500
90th Percentile £67,500 £68,750 £71,125
Oxfordshire median annual salary £50,000 £50,000 £62,500
% change year-on-year - -20.00% +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 1,491 1,204 1,217
As % of all permanent IT jobs advertised in Oxford 92.26% 90.25% 89.49%
Number of salaries quoted 1,385 989 1,081
Oxford median annual salary £50,000 £42,500 £48,000
Median salary % change year-on-year +17.65% -11.46% +6.67%
10th Percentile £31,250 £27,500 £30,000
90th Percentile £72,500 £67,500 £68,750
Oxfordshire median annual salary £47,500 £42,500 £46,000
% change year-on-year +11.76% -7.61% +8.24%

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 22 May 2018.

Salary histogram for Analytics in Oxford

For the 6 months to 22 May 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 40 (48.78%) Python
2 30 (36.59%) Machine Learning
3 24 (29.27%) Data Analytics
4 22 (26.83%) JavaScript
4 22 (26.83%) SQL
5 20 (24.39%) C++
5 20 (24.39%) PhD
6 19 (23.17%) Google
7 18 (21.95%) Java
7 18 (21.95%) Algorithms
8 14 (17.07%) Data Science
9 13 (15.85%) HTML
10 12 (14.63%) Marketing
10 12 (14.63%) AngularJS
11 11 (13.41%) Mathematics
11 11 (13.41%) CSS
12 10 (12.20%) MATLAB
12 10 (12.20%) Microsoft
12 10 (12.20%) Software Engineering
12 10 (12.20%) Finance
12 10 (12.20%) React
13 9 (10.98%) Analytical Skills
13 9 (10.98%) Deep Learning
13 9 (10.98%) Mentoring
13 9 (10.98%) Robotics
13 9 (10.98%) Microsoft Azure
13 9 (10.98%) Information Architecture
13 9 (10.98%) Agile Software Development
13 9 (10.98%) Microsoft Excel
14 8 (9.76%) C

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 2 (2.44%) Apache
1 2 (2.44%) Apache Airflow
1 2 (2.44%) Apache Spark
1 2 (2.44%) Elasticsearch
1 2 (2.44%) MS Exchange
2 1 (1.22%) CMS
2 1 (1.22%) JBoss
2 1 (1.22%) WordPress
Applications
1 9 (10.98%) Microsoft Excel
2 2 (2.44%) Microsoft Office
2 2 (2.44%) Microsoft PowerPoint
Business Applications
1 3 (3.66%) SAP HR
2 1 (1.22%) Oracle ERP
Cloud Services
1 9 (10.98%) Microsoft Azure
2 7 (8.54%) Amazon AWS
3 6 (7.32%) Google Analytics
4 5 (6.10%) AdWords
5 4 (4.88%) SaaS
6 3 (3.66%) PaaS
6 3 (3.66%) SuccessFactors
7 2 (2.44%) Azure Active Directory
7 2 (2.44%) Office 365
8 1 (1.22%) Akamai
8 1 (1.22%) AWS Lambda
8 1 (1.22%) Google Tag Manager
8 1 (1.22%) IaaS
8 1 (1.22%) iPaaS
8 1 (1.22%) Serverless
Communications & Networking
1 5 (6.10%) Internet
2 3 (3.66%) HTTP
3 2 (2.44%) BGP
3 2 (2.44%) DNS
3 2 (2.44%) LAN
3 2 (2.44%) Remote Desktop
3 2 (2.44%) Skype
3 2 (2.44%) WAN
3 2 (2.44%) Wi-Fi
4 1 (1.22%) Intranet
Database & Business Intelligence
1 6 (7.32%) Big Data
1 6 (7.32%) Data Lake
1 6 (7.32%) Power BI
2 5 (6.10%) Data Mining
2 5 (6.10%) SQL Server
3 4 (4.88%) Data Warehouse
3 4 (4.88%) MySQL
4 3 (3.66%) GIS
4 3 (3.66%) NoSQL
4 3 (3.66%) PostgreSQL
4 3 (3.66%) SQL Server 2008
4 3 (3.66%) SQL Server 2012
4 3 (3.66%) SQL Server 2014
4 3 (3.66%) SQL Server 2016
4 3 (3.66%) SQL Server Reporting Services
5 2 (2.44%) BigQuery
5 2 (2.44%) MongoDB
6 1 (1.22%) Apache Cassandra
6 1 (1.22%) PowerPivot
6 1 (1.22%) QlikView
Development Applications
1 2 (2.44%) JIRA
2 1 (1.22%) Ant
2 1 (1.22%) Bitbucket
2 1 (1.22%) Jenkins
2 1 (1.22%) JUnit
2 1 (1.22%) Maven
General
1 12 (14.63%) Marketing
2 10 (12.20%) Finance
3 4 (4.88%) Law
4 3 (3.66%) Advertising
4 3 (3.66%) Games
4 3 (3.66%) Military
5 1 (1.22%) Automotive
5 1 (1.22%) Back Office
Job Titles
1 16 (19.51%) Developer
2 15 (18.29%) Analyst
3 7 (8.54%) Architect
3 7 (8.54%) Data Analyst
3 7 (8.54%) Machine Learning Engineer
3 7 (8.54%) Research Scientist
4 6 (7.32%) Front End Developer (Client-Side Developer)
4 6 (7.32%) Python Developer
5 5 (6.10%) Data Architect
5 5 (6.10%) Information Architect
5 5 (6.10%) Senior Developer
6 4 (4.88%) Computer Engineer
6 4 (4.88%) Computer Vision Engineer
6 4 (4.88%) Senior Python Developer
6 4 (4.88%) Software Engineer
7 3 (3.66%) Data Engineer
7 3 (3.66%) HR Analyst
7 3 (3.66%) Machine Learning Scientist
7 3 (3.66%) Systems Analyst
7 3 (3.66%) Team Leader
Libraries, Frameworks & Software Standards
1 13 (15.85%) HTML
2 12 (14.63%) AngularJS
3 11 (13.41%) CSS
4 10 (12.20%) React
5 7 (8.54%) Angular 2
5 7 (8.54%) CSS3
5 7 (8.54%) Ember.js
5 7 (8.54%) HTML5
5 7 (8.54%) LESS
5 7 (8.54%) Meteor
5 7 (8.54%) Redux
5 7 (8.54%) Sass
5 7 (8.54%) Twitter Bootstrap
6 6 (7.32%) Natural Language Processing
6 6 (7.32%) TensorFlow
7 5 (6.10%) Web Services
8 4 (4.88%) .NET
8 4 (4.88%) Node.js
8 4 (4.88%) OpenCV
8 4 (4.88%) RESTful
Miscellaneous
1 18 (21.95%) Algorithms
2 9 (10.98%) Analytical Skills
2 9 (10.98%) Robotics
3 6 (7.32%) Self-Motivation
4 5 (6.10%) Computer Science
5 4 (4.88%) Management Information System
6 2 (2.44%) CCTV
6 2 (2.44%) Digital Signage
6 2 (2.44%) EPoS
6 2 (2.44%) Hybrid Cloud
6 2 (2.44%) Tandem
6 2 (2.44%) User Experience
7 1 (1.22%) Animation
7 1 (1.22%) Data Protection Act
7 1 (1.22%) Data Structures
7 1 (1.22%) Mobile App
7 1 (1.22%) NHS
7 1 (1.22%) Reference Data
7 1 (1.22%) Semantic Web
7 1 (1.22%) Social Gaming
Operating Systems
1 4 (4.88%) Linux
1 4 (4.88%) Robot Operating System
2 2 (2.44%) Unix
2 2 (2.44%) Windows
2 2 (2.44%) Windows Server
2 2 (2.44%) Windows Server 2012
Processes & Methodologies
1 30 (36.59%) Machine Learning
2 24 (29.27%) Data Analytics
3 14 (17.07%) Data Science
4 11 (13.41%) Mathematics
5 10 (12.20%) Software Engineering
6 9 (10.98%) Agile Software Development
6 9 (10.98%) Deep Learning
6 9 (10.98%) Information Architecture
6 9 (10.98%) Mentoring
7 8 (9.76%) Data Strategy
8 7 (8.54%) Data Architecture
9 6 (7.32%) Computer Vision
9 6 (7.32%) Data Analysis
9 6 (7.32%) Data Management
9 6 (7.32%) Data Modelling
9 6 (7.32%) DevOps
9 6 (7.32%) Front End Development
9 6 (7.32%) Information Security
10 5 (6.10%) Artificial Intelligence
10 5 (6.10%) SEO
Programming Languages
1 40 (48.78%) Python
2 22 (26.83%) JavaScript
2 22 (26.83%) SQL
3 20 (24.39%) C++
4 18 (21.95%) Java
5 10 (12.20%) MATLAB
6 8 (9.76%) C
7 5 (6.10%) R
7 5 (6.10%) Ruby
8 4 (4.88%) C#
9 3 (3.66%) Bash Shell
9 3 (3.66%) PHP
10 2 (2.44%) Java 8
10 2 (2.44%) Perl
11 1 (1.22%) PL/SQL
11 1 (1.22%) T-SQL
Qualifications
1 20 (24.39%) PhD
2 8 (9.76%) Degree
3 3 (3.66%) Computer Science Degree
4 1 (1.22%) ACCA
4 1 (1.22%) AWS Certification
4 1 (1.22%) CIMA
4 1 (1.22%) CIPD
4 1 (1.22%) DBS Check
Quality Assurance & Compliance
1 4 (4.88%) Data Quality
2 2 (2.44%) GDPR
3 1 (1.22%) SLA
System Software
1 2 (2.44%) Active Directory
1 2 (2.44%) Docker
1 2 (2.44%) XenApp
Systems Management
1 2 (2.44%) Kubernetes
Vendors
1 19 (23.17%) Google
2 10 (12.20%) Microsoft
3 4 (4.88%) SAP
4 2 (2.44%) Citrix
4 2 (2.44%) Screaming Frog
5 1 (1.22%) Cognos
5 1 (1.22%) Hyperion
5 1 (1.22%) New Relic
5 1 (1.22%) Oracle
5 1 (1.22%) Splunk
5 1 (1.22%) Tableau
5 1 (1.22%) Talend