Period
to 14 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Oxford with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 6 months to 14 November 2018 with a comparison to the same period in the previous 2 years.

Data Analysis
Oxfordshire > Oxford
6 months to
14 Nov 2018
Same period 2017 Same period 2016
Rank 66 73 78
Rank change year-on-year +7 +5 +32
Permanent jobs citing Data Analysis 59 42 42
As % of all permanent IT jobs advertised in Oxford 3.92% 2.64% 2.87%
As % of the Processes & Methodologies category 4.30% 2.86% 3.23%
Number of salaries quoted 58 39 39
Oxford median annual salary £47,500 £43,500 £52,500
Median salary % change year-on-year +9.20% -17.14% +39.18%
10th Percentile £35,125 £26,250 £26,250
90th Percentile £62,800 £65,000 £68,000
Oxfordshire median annual salary £47,500 £45,000 £52,500
% change year-on-year +5.56% -14.29% +41.47%

Data Analysis 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%

Data Analysis
Job Vacancy Trend in Oxford

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

Job vacancy trend for Data Analysis in Oxford

Data Analysis
Salary Trend in Oxford

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

Salary trend for Data Analysis in Oxford

Data Analysis
Salary Histogram in Oxford

The salary distribution of IT jobs citing Data Analysis in Oxford over the 6 months to 14 November 2018.

Salary histogram for Data Analysis in Oxford

For the 6 months to 14 November 2018, IT jobs citing Data Analysis 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 Data Analysis.

1 46 (77.97%) Algorithms
2 45 (76.27%) C++
3 44 (74.58%) Machine Learning
4 43 (72.88%) Data Science
5 42 (71.19%) R
6 41 (69.49%) Image Processing
7 40 (67.80%) Git (software)
7 40 (67.80%) Artificial Intelligence
8 39 (66.10%) PhD
8 39 (66.10%) MATLAB
8 39 (66.10%) Big Data
9 38 (64.41%) Computer Vision
10 37 (62.71%) Deep Learning
10 37 (62.71%) C#
10 37 (62.71%) Neural Network
10 37 (62.71%) Subversion
11 35 (59.32%) Mathematics
12 34 (57.63%) Physics
13 32 (54.24%) GNU Octave
14 31 (52.54%) Mathematical Modelling
15 11 (18.64%) Java
15 11 (18.64%) Python
16 6 (10.17%) Software Engineering
16 6 (10.17%) SQL
16 6 (10.17%) Degree
16 6 (10.17%) Analytics
16 6 (10.17%) Visualisation
17 5 (8.47%) Oracle
17 5 (8.47%) Microsoft Excel
18 4 (6.78%) Microsoft

Data Analysis
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 (3.39%) JBoss
Applications
1 32 (54.24%) GNU Octave
2 5 (8.47%) Microsoft Excel
3 2 (3.39%) Mathematica
Business Applications
1 1 (1.69%) Oracle Applications
1 1 (1.69%) Oracle Financials
Cloud Services
1 2 (3.39%) Amazon AWS
1 2 (3.39%) GitHub
1 2 (3.39%) Heroku
Database & Business Intelligence
1 39 (66.10%) Big Data
2 3 (5.08%) Relational Database
3 2 (3.39%) Data Mining
3 2 (3.39%) Data Warehouse
3 2 (3.39%) MongoDB
3 2 (3.39%) NoSQL
3 2 (3.39%) Oracle Database
3 2 (3.39%) PostgreSQL
3 2 (3.39%) Redis
4 1 (1.69%) MySQL
Development Applications
1 40 (67.80%) Git (software)
2 37 (62.71%) Subversion
3 1 (1.69%) CMake
General
1 4 (6.78%) Finance
2 2 (3.39%) Manufacturing
3 1 (1.69%) Automotive
3 1 (1.69%) Games
3 1 (1.69%) Marketing
3 1 (1.69%) Multimedia
3 1 (1.69%) Publishing
Job Titles
1 22 (37.29%) Data Scientist
2 20 (33.90%) Computer Engineer
2 20 (33.90%) Computer Vision Engineer
3 9 (15.25%) Machine Learning Engineer
4 7 (11.86%) Developer
5 6 (10.17%) Data Engineer
6 4 (6.78%) Analyst
6 4 (6.78%) Machine Learning Scientist
6 4 (6.78%) Software Engineer
7 2 (3.39%) Big Data Developer
7 2 (3.39%) Big Data Engineer
7 2 (3.39%) Data Analyst
7 2 (3.39%) Django Developer
7 2 (3.39%) ETL Developer
7 2 (3.39%) Oracle Developer
7 2 (3.39%) Oracle ETL Developer
7 2 (3.39%) Python Developer
7 2 (3.39%) Python/Django Developer
7 2 (3.39%) Senior Software Engineer
7 2 (3.39%) Supply Chain Analyst
Libraries, Frameworks & Software Standards
1 3 (5.08%) Natural Language Processing
1 3 (5.08%) React
2 2 (3.39%) Apache Camel
2 2 (3.39%) Celery
2 2 (3.39%) CSS
2 2 (3.39%) Django
2 2 (3.39%) GraphQL
2 2 (3.39%) HTML
2 2 (3.39%) Memcached
2 2 (3.39%) RabbitMQ
3 1 (1.69%) .NET
3 1 (1.69%) Boost C++ Libraries
3 1 (1.69%) CSS3
3 1 (1.69%) HTML5
3 1 (1.69%) OpenGL
3 1 (1.69%) Qt
3 1 (1.69%) STL
3 1 (1.69%) Unity (Game Engine)
3 1 (1.69%) Unreal Engine
3 1 (1.69%) Vue.js
Miscellaneous
1 46 (77.97%) Algorithms
2 2 (3.39%) Computer Science
2 2 (3.39%) Mobile App
2 2 (3.39%) Social Network
3 1 (1.69%) Analytical Skills
3 1 (1.69%) CUDA
3 1 (1.69%) Embedded Systems
3 1 (1.69%) GPGPU
3 1 (1.69%) Robotics
3 1 (1.69%) User Experience
Operating Systems
1 2 (3.39%) Linux
2 1 (1.69%) Mac OS
Processes & Methodologies
1 44 (74.58%) Machine Learning
2 43 (72.88%) Data Science
3 41 (69.49%) Image Processing
4 40 (67.80%) Artificial Intelligence
5 38 (64.41%) Computer Vision
6 37 (62.71%) Deep Learning
6 37 (62.71%) Neural Network
7 35 (59.32%) Mathematics
8 34 (57.63%) Physics
9 31 (52.54%) Mathematical Modelling
10 6 (10.17%) Analytics
10 6 (10.17%) Software Engineering
10 6 (10.17%) Visualisation
11 4 (6.78%) Master Data Management
11 4 (6.78%) Random Forest
11 4 (6.78%) Statistics
11 4 (6.78%) Support Vector Machines
12 3 (5.08%) Business Intelligence
12 3 (5.08%) Data Management
12 3 (5.08%) Data Modelling
Programming Languages
1 45 (76.27%) C++
2 42 (71.19%) R
3 39 (66.10%) MATLAB
4 37 (62.71%) C#
5 11 (18.64%) Java
5 11 (18.64%) Python
6 6 (10.17%) SQL
7 4 (6.78%) JavaScript
8 2 (3.39%) PL/SQL
9 1 (1.69%) ES6
9 1 (1.69%) PHP
Qualifications
1 39 (66.10%) PhD
2 6 (10.17%) Degree
Quality Assurance & Compliance
1 1 (1.69%) GDPR
Vendors
1 5 (8.47%) Oracle
2 4 (6.78%) Microsoft
3 2 (3.39%) Sun
3 2 (3.39%) Talend
4 1 (1.69%) Sage
4 1 (1.69%) Salesforce.com