Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Oxfordshire with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
South East > Oxfordshire
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 116 120 93
Rank change year-on-year +4 -27 -1
Permanent jobs citing Data Modelling 52 57 103
As % of all permanent IT jobs advertised in Oxfordshire 1.76% 1.94% 3.07%
As % of the Processes & Methodologies category 1.99% 2.19% 3.52%
Number of salaries quoted 46 49 61
Oxfordshire median annual salary £52,500 £53,500 £57,500
Median salary % change year-on-year -1.87% -6.96% +27.78%
10th Percentile £34,375 £46,250 £38,000
90th Percentile £84,000 £68,000 £63,750
South East median annual salary £52,500 £50,000 £52,500
% change year-on-year +5.00% -4.76% +5.00%

Data Modelling 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 2611 2600 2926
As % of all permanent IT jobs advertised in Oxfordshire 88.27% 88.62% 87.08%
Number of salaries quoted 2159 2081 2371
Oxfordshire median annual salary £45,000 £45,000 £43,500
Median salary % change year-on-year - +3.45% +6.36%
10th Percentile £29,000 £27,500 £26,250
90th Percentile £72,500 £66,250 £63,750
South East median annual salary £45,000 £45,000 £45,000

Data Modelling
Job Vacancy Trend in Oxfordshire

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

Job vacancy trend for Data Modelling in Oxfordshire

Data Modelling
Salary Trend in Oxfordshire

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

Salary trend for Data Modelling in Oxfordshire

Data Modelling
Salary Histogram in Oxfordshire

The salary distribution of IT jobs citing Data Modelling in Oxfordshire over the 6 months to 18 November 2017.

Salary histogram for Data Modelling in Oxfordshire

Data Modelling
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 Modelling within the Oxfordshire region over the 6 months to 18 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 0 24 £57,500 -11.54% 2
Wallingford - 7 £52,500 -
Abingdon +3 5 £50,000 -23.08%
Bicester +1 1 - -
Data Modelling
South East

For the 6 months to 18 November 2017, IT jobs citing Data Modelling 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 Modelling.

1 33 (63.46%) Agile Software Development
2 21 (40.38%) Degree
2 21 (40.38%) Web Services
3 19 (36.54%) Scrum
3 19 (36.54%) Machine Learning
4 18 (34.62%) Analytical Skills
5 17 (32.69%) C#
6 16 (30.77%) SQL
6 16 (30.77%) TDD
6 16 (30.77%) Big Data
7 15 (28.85%) Python
8 14 (26.92%) Software Engineering
9 12 (23.08%) Data Analysis
9 12 (23.08%) Java
9 12 (23.08%) SQL Server
9 12 (23.08%) Finance
9 12 (23.08%) User Stories
10 11 (21.15%) Greenfield Project
10 11 (21.15%) ETL
10 11 (21.15%) Mathematics
10 11 (21.15%) RESTful
11 10 (19.23%) PhD
11 10 (19.23%) Mentoring
12 9 (17.31%) SDLC
12 9 (17.31%) R
12 9 (17.31%) Business Intelligence
12 9 (17.31%) Visualisation
12 9 (17.31%) Amazon AWS
12 9 (17.31%) Git (software)
12 9 (17.31%) JIRA

Data Modelling
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 4 (7.69%) JBoss
2 3 (5.77%) Apache Solr
Applications
1 1 (1.92%) GNU Octave
1 1 (1.92%) Mathematica
Cloud Services
1 9 (17.31%) Amazon AWS
2 7 (13.46%) npm
3 4 (7.69%) GitHub
4 3 (5.77%) Force.com
4 3 (5.77%) Microsoft Azure
Communications & Networking
1 1 (1.92%) SMS
Database & Business Intelligence
1 16 (30.77%) Big Data
2 12 (23.08%) SQL Server
3 8 (15.38%) Data Mining
3 8 (15.38%) SQL Server Reporting Services
4 4 (7.69%) Data Warehouse
4 4 (7.69%) Hadoop
4 4 (7.69%) SQL Server Integration Services
5 3 (5.77%) PostgreSQL
5 3 (5.77%) SQL Server 2012
5 3 (5.77%) SQL Server Analysis Services
6 2 (3.85%) MySQL
7 1 (1.92%) Apache Accumulo
7 1 (1.92%) Apache Cassandra
7 1 (1.92%) DTS
7 1 (1.92%) MongoDB
7 1 (1.92%) Relational Database
Development Applications
1 9 (17.31%) Git (software)
1 9 (17.31%) JIRA
2 7 (13.46%) NUnit
2 7 (13.46%) Subversion
2 7 (13.46%) webpack
3 4 (7.69%) Jenkins
3 4 (7.69%) Selenium
3 4 (7.69%) Talend Open Studio
General
1 12 (23.08%) Finance
2 5 (9.62%) Automotive
3 4 (7.69%) Marketing
3 4 (7.69%) Publishing
Job Titles
1 21 (40.38%) Developer
2 11 (21.15%) Analyst
2 11 (21.15%) Data Scientist
3 9 (17.31%) Agile Developer
3 9 (17.31%) Senior Developer
4 8 (15.38%) .NET Developer
4 8 (15.38%) C# .NET Developer
4 8 (15.38%) C# Developer
5 7 (13.46%) .NET Software Developer
5 7 (13.46%) Agile .NET Developer
5 7 (13.46%) Agile C# Developer
5 7 (13.46%) ASP.NET Developer
5 7 (13.46%) ASP.NET MVC Developer
5 7 (13.46%) Senior .NET Software Developer
5 7 (13.46%) Senior Agile Developer
5 7 (13.46%) Senior ASP.NET MVC Developer
5 7 (13.46%) Senior C# .NET Developer
5 7 (13.46%) Senior C# ASP.NET Developer
5 7 (13.46%) Senior C# Software Developer
5 7 (13.46%) Senior Software Developer
Libraries, Frameworks & Software Standards
1 21 (40.38%) Web Services
2 11 (21.15%) RESTful
3 8 (15.38%) .NET
3 8 (15.38%) Pandas
3 8 (15.38%) scikit-learn
3 8 (15.38%) Seaborn
4 7 (13.46%) ASP.NET
4 7 (13.46%) ASP.NET MVC
4 7 (13.46%) ASP.NET Web API
4 7 (13.46%) SOAP
4 7 (13.46%) Spring
5 6 (11.54%) Java EE
5 6 (11.54%) XML
6 5 (9.62%) REST
7 4 (7.69%) Apache Camel
7 4 (7.69%) Natural Language Processing
7 4 (7.69%) XML Schema
8 3 (5.77%) Hibernate
8 3 (5.77%) MDX
8 3 (5.77%) Visualforce
Miscellaneous
1 18 (34.62%) Analytical Skills
2 11 (21.15%) Greenfield Project
3 6 (11.54%) Algorithms
3 6 (11.54%) Computer Science
4 4 (7.69%) Reinsurance
Operating Systems
1 1 (1.92%) Windows
1 1 (1.92%) Windows Server
Processes & Methodologies
1 33 (63.46%) Agile Software Development
2 19 (36.54%) Machine Learning
2 19 (36.54%) Scrum
3 16 (30.77%) TDD
4 14 (26.92%) Software Engineering
5 12 (23.08%) Data Analysis
5 12 (23.08%) User Stories
6 11 (21.15%) ETL
6 11 (21.15%) Mathematics
7 10 (19.23%) Mentoring
8 9 (17.31%) Business Intelligence
8 9 (17.31%) SDLC
8 9 (17.31%) Visualisation
9 8 (15.38%) Bayesian Methods
9 8 (15.38%) Continuous Integration
9 8 (15.38%) Data Visualisation
9 8 (15.38%) Statistical Analysis
10 7 (13.46%) BDD
10 7 (13.46%) Refactoring
10 7 (13.46%) Time Management
Programming Languages
1 17 (32.69%) C#
2 16 (30.77%) SQL
3 15 (28.85%) Python
4 12 (23.08%) Java
5 9 (17.31%) R
6 7 (13.46%) C++
6 7 (13.46%) TypeScript
7 5 (9.62%) MATLAB
7 5 (9.62%) Ruby
8 3 (5.77%) Apex Code
9 1 (1.92%) Perl
9 1 (1.92%) Scala
9 1 (1.92%) T-SQL
Qualifications
1 21 (40.38%) Degree
2 10 (19.23%) PhD
3 3 (5.77%) MBA
Quality Assurance & Compliance
1 3 (5.77%) Data Quality
Vendors
1 6 (11.54%) Oracle
2 4 (7.69%) Talend
3 3 (5.77%) Cognos
3 3 (5.77%) Microsoft
3 3 (5.77%) Salesforce.com
3 3 (5.77%) Tableau