Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Oxfordshire 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 23 November 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
South East > Oxfordshire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 102 119 160
Rank change year-on-year +17 +41 -39
Permanent jobs citing Data Analysis 68 56 30
As % of all permanent IT jobs advertised in Oxfordshire 2.24% 1.90% 0.89%
As % of the Processes & Methodologies category 2.54% 2.15% 1.01%
Number of salaries quoted 61 50 21
Oxfordshire median annual salary £45,000 £52,500 £37,722
Median salary % change year-on-year -14.29% +39.18% -5.70%
10th Percentile £26,250 £27,425 £26,250
90th Percentile £65,000 £68,000 £62,500
South East median annual salary £45,000 £45,000 £40,000
% change year-on-year - +12.50% -4.76%

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 Oxfordshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Oxfordshire
Permanent vacancies with a requirement for process or methodology skills 2681 2605 2961
As % of all permanent IT jobs advertised in Oxfordshire 88.28% 88.58% 87.42%
Number of salaries quoted 2205 2086 2398
Oxfordshire median annual salary £47,000 £45,000 £44,000
Median salary % change year-on-year +4.44% +2.27% +10.00%
10th Percentile £29,100 £27,500 £26,250
90th Percentile £72,500 £67,500 £63,750
South East median annual salary £45,000 £45,000 £45,000

Data Analysis
Job Vacancy Trend in Oxfordshire

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

Job vacancy trend for Data Analysis in Oxfordshire

Data Analysis
Salary Trend in Oxfordshire

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

Salary trend for Data Analysis in Oxfordshire

Data Analysis
Salary Histogram in Oxfordshire

The salary distribution of IT jobs citing Data Analysis in Oxfordshire over the 6 months to 23 November 2017.

Salary histogram for Data Analysis in Oxfordshire

Data Analysis
Job Locations in Oxfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analysis within the Oxfordshire region over the 6 months to 23 November 2017. 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 -7 39 £50,000 -2.44% 4
Abingdon +8 7 - - 2
Henley-on-Thames - 5 £27,500 -
Bicester - 1 £40,000 -
Eynsham - 1 £45,000 -
Data Analysis
South East

For the 6 months to 23 November 2017, IT jobs citing Data Analysis also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Oxfordshire region with a requirement for Data Analysis.

1 29 (42.65%) Python
2 19 (27.94%) SQL
2 19 (27.94%) R
3 18 (26.47%) Machine Learning
4 17 (25.00%) Java
5 15 (22.06%) C++
5 15 (22.06%) Degree
6 14 (20.59%) Mathematics
6 14 (20.59%) Analytical Skills
7 13 (19.12%) Marketing
7 13 (19.12%) C#
7 13 (19.12%) Business Intelligence
8 12 (17.65%) Finance
8 12 (17.65%) Data Modelling
8 12 (17.65%) Microsoft Excel
8 12 (17.65%) Big Data
9 10 (14.71%) Data Mining
9 10 (14.71%) HTML
9 10 (14.71%) Visualisation
10 9 (13.24%) Computer Science
10 9 (13.24%) SQL Server
10 9 (13.24%) CRM
11 8 (11.76%) Business Analysis
11 8 (11.76%) Algorithms
12 7 (10.29%) Analytics
12 7 (10.29%) Hadoop
12 7 (10.29%) Agile Software Development
12 7 (10.29%) Software Engineering
12 7 (10.29%) NetSuite
12 7 (10.29%) OO

Data Analysis
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 6 (8.82%) Apache Spark
Applications
1 12 (17.65%) Microsoft Excel
2 1 (1.47%) GNU Octave
2 1 (1.47%) Mathematica
Business Applications
1 7 (10.29%) NetSuite
Cloud Services
1 4 (5.88%) Microsoft Azure
2 2 (2.94%) Amazon AWS
2 2 (2.94%) SaaS
Communications & Networking
1 5 (7.35%) DNS
1 5 (7.35%) HTTP
1 5 (7.35%) Internet
1 5 (7.35%) SSL
1 5 (7.35%) Wireshark
2 1 (1.47%) SMS
Database & Business Intelligence
1 12 (17.65%) Big Data
2 10 (14.71%) Data Mining
3 9 (13.24%) SQL Server
4 7 (10.29%) Hadoop
5 6 (8.82%) Apache Hive
5 6 (8.82%) NoSQL
5 6 (8.82%) SQL Server Integration Services
5 6 (8.82%) SQL Server Reporting Services
6 3 (4.41%) DTS
6 3 (4.41%) Redis
6 3 (4.41%) SQL Server Analysis Services
7 1 (1.47%) Apache Accumulo
7 1 (1.47%) Apache Cassandra
7 1 (1.47%) MongoDB
7 1 (1.47%) MySQL
Development Applications
1 5 (7.35%) JIRA
1 5 (7.35%) WinDbg
2 1 (1.47%) Git (software)
2 1 (1.47%) Team Foundation Server
2 1 (1.47%) Visual Studio
General
1 13 (19.12%) Marketing
2 12 (17.65%) Finance
3 5 (7.35%) Legal
4 3 (4.41%) Pharmaceutical
4 3 (4.41%) Retail
5 1 (1.47%) Publishing
Job Titles
1 20 (29.41%) Analyst
2 15 (22.06%) Data Analyst
3 13 (19.12%) Data Scientist
4 8 (11.76%) Consultant
5 7 (10.29%) Developer
6 6 (8.82%) Applications Support
6 6 (8.82%) Data Engineer
6 6 (8.82%) Systems Support
7 5 (7.35%) Agile Business Analyst
7 5 (7.35%) Business Analyst
7 5 (7.35%) Data Business Analyst
7 5 (7.35%) Development Engineer
7 5 (7.35%) Escalation Engineer
7 5 (7.35%) Marketing Consultant
7 5 (7.35%) PPC Consultant
7 5 (7.35%) Senior Analyst
7 5 (7.35%) Senior Business Analyst
7 5 (7.35%) Senior Data Analyst
7 5 (7.35%) SEO Consultant
7 5 (7.35%) Systems Analyst
Libraries, Frameworks & Software Standards
1 10 (14.71%) HTML
2 4 (5.88%) .NET
2 4 (5.88%) CSS
2 4 (5.88%) Pandas
2 4 (5.88%) scikit-learn
2 4 (5.88%) Seaborn
3 2 (2.94%) Flask
3 2 (2.94%) RESTful
4 1 (1.47%) .NET Framework
4 1 (1.47%) ASP.NET
4 1 (1.47%) Entity Framework
4 1 (1.47%) LAMP
4 1 (1.47%) Qt
4 1 (1.47%) STL
Miscellaneous
1 14 (20.59%) Analytical Skills
2 9 (13.24%) Computer Science
3 8 (11.76%) Algorithms
4 6 (8.82%) Data Structures
4 6 (8.82%) Fintech
5 5 (7.35%) Social Media
6 3 (4.41%) Driving Licence
6 3 (4.41%) EPoS
6 3 (4.41%) FMCG
6 3 (4.41%) NHS
7 1 (1.47%) User Experience
Operating Systems
1 6 (8.82%) Linux
1 6 (8.82%) Windows
Processes & Methodologies
1 18 (26.47%) Machine Learning
2 14 (20.59%) Mathematics
3 13 (19.12%) Business Intelligence
4 12 (17.65%) Data Modelling
5 10 (14.71%) Visualisation
6 9 (13.24%) CRM
7 8 (11.76%) Business Analysis
8 7 (10.29%) Agile Software Development
8 7 (10.29%) Analytics
8 7 (10.29%) OO
8 7 (10.29%) Software Engineering
9 6 (8.82%) Data Visualisation
9 6 (8.82%) Deep Learning
9 6 (8.82%) Online Marketing
10 5 (7.35%) Critical Success Factor
10 5 (7.35%) Line Management
10 5 (7.35%) Open Source
10 5 (7.35%) Software Delivery
10 5 (7.35%) UML
10 5 (7.35%) User Stories
Programming Languages
1 29 (42.65%) Python
2 19 (27.94%) R
2 19 (27.94%) SQL
3 17 (25.00%) Java
4 15 (22.06%) C++
5 13 (19.12%) C#
6 6 (8.82%) JavaScript
7 5 (7.35%) MATLAB
7 5 (7.35%) PowerShell
7 5 (7.35%) VBScript
8 3 (4.41%) VB
8 3 (4.41%) VBA
9 2 (2.94%) Scala
10 1 (1.47%) Perl
10 1 (1.47%) PHP
Qualifications
1 15 (22.06%) Degree
2 5 (7.35%) PhD
3 1 (1.47%) Master's Degree
3 1 (1.47%) Numerate Degree
Quality Assurance & Compliance
1 5 (7.35%) SLA
2 2 (2.94%) Data Quality
Vendors
1 6 (8.82%) Microsoft
2 5 (7.35%) Progress
2 5 (7.35%) Sophos
3 4 (5.88%) Capita