Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Oxford 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 24 November 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
Oxfordshire > Oxford
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 96 89 74
Rank change year-on-year -7 -15 +1
Permanent jobs citing Data Modelling 23 28 53
As % of all permanent IT jobs advertised in Oxford 1.45% 1.91% 3.19%
As % of the Processes & Methodologies category 1.59% 2.17% 3.74%
Number of salaries quoted 21 27 16
Oxford median annual salary £55,000 £65,000 £62,500
Median salary % change year-on-year -15.38% +4.00% +25.00%
10th Percentile £33,750 £46,250 £38,000
90th Percentile £84,000 £68,000 £70,000
Oxfordshire median annual salary £52,500 £53,500 £57,500
% change year-on-year -1.87% -6.96% +27.78%

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 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 1446 1290 1416
As % of all permanent IT jobs advertised in Oxford 91.29% 87.87% 85.20%
Number of salaries quoted 1258 1122 1132
Oxford median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% -
10th Percentile £30,600 £27,500 £27,500
90th Percentile £72,500 £63,750 £63,750
Oxfordshire median annual salary £45,250 £45,000 £44,000
% change year-on-year +0.56% +2.27% +10.00%

Data Modelling
Job Vacancy Trend in Oxford

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

Job vacancy trend for Data Modelling in Oxford

Data Modelling
Salary Trend in Oxford

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

Salary trend for Data Modelling in Oxford

Data Modelling
Salary Histogram in Oxford

The salary distribution of IT jobs citing Data Modelling in Oxford over the 6 months to 24 November 2017.

Salary histogram for Data Modelling in Oxford

For the 6 months to 24 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 Oxford region with a requirement for Data Modelling.

1 14 (60.87%) Agile Software Development
2 10 (43.48%) C#
2 10 (43.48%) Mathematics
3 8 (34.78%) JIRA
4 7 (30.43%) Data Analysis
4 7 (30.43%) Time Management
4 7 (30.43%) ETL
5 6 (26.09%) Business Intelligence
5 6 (26.09%) Scrum
5 6 (26.09%) C++
5 6 (26.09%) SQL
5 6 (26.09%) Python
5 6 (26.09%) Machine Learning
5 6 (26.09%) Algorithms
6 5 (21.74%) Critical Success Factor
6 5 (21.74%) Software Delivery
6 5 (21.74%) User Stories
6 5 (21.74%) SQL Server Reporting Services
6 5 (21.74%) Kanban
6 5 (21.74%) BPMN
6 5 (21.74%) Ruby
6 5 (21.74%) Project Planning
6 5 (21.74%) UML
6 5 (21.74%) Java
6 5 (21.74%) Automotive
7 4 (17.39%) MATLAB
7 4 (17.39%) Web Services
7 4 (17.39%) Data Extraction
7 4 (17.39%) TDD
7 4 (17.39%) Spring

Data Modelling
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 3 (13.04%) JBoss
2 1 (4.35%) Apache Solr
Applications
1 1 (4.35%) GNU Octave
1 1 (4.35%) Mathematica
Communications & Networking
1 1 (4.35%) SMS
Database & Business Intelligence
1 5 (21.74%) SQL Server Reporting Services
2 1 (4.35%) Apache Accumulo
2 1 (4.35%) Apache Cassandra
2 1 (4.35%) Big Data
2 1 (4.35%) Data Warehouse
2 1 (4.35%) DTS
2 1 (4.35%) Hadoop
2 1 (4.35%) MongoDB
2 1 (4.35%) PostgreSQL
2 1 (4.35%) Relational Database
2 1 (4.35%) SQL Server Integration Services
Development Applications
1 8 (34.78%) JIRA
2 3 (13.04%) Talend Open Studio
3 2 (8.70%) Git (software)
General
1 5 (21.74%) Automotive
2 3 (13.04%) Publishing
3 1 (4.35%) Finance
3 1 (4.35%) Marketing
Job Titles
1 11 (47.83%) Analyst
2 10 (43.48%) Developer
3 6 (26.09%) Business Analyst
3 6 (26.09%) Data Analyst
3 6 (26.09%) Senior Analyst
3 6 (26.09%) Senior Business Analyst
4 5 (21.74%) Agile Business Analyst
4 5 (21.74%) Algorithm Engineer
4 5 (21.74%) Business Data Analyst
4 5 (21.74%) Data Business Analyst
4 5 (21.74%) Senior Data Analyst
5 4 (17.39%) Analyst Developer
5 4 (17.39%) Business Developer
5 4 (17.39%) Business Intelligence Analyst
5 4 (17.39%) Business Intelligence Developer
5 4 (17.39%) Java Developer
6 3 (13.04%) Integration Developer
6 3 (13.04%) Oracle Developer
6 3 (13.04%) Principal Developer
6 3 (13.04%) Principal Java Developer
Libraries, Frameworks & Software Standards
1 4 (17.39%) Spring
1 4 (17.39%) Web Services
2 3 (13.04%) Apache Camel
2 3 (13.04%) Java EE
2 3 (13.04%) RESTful
2 3 (13.04%) SOAP
2 3 (13.04%) XML
2 3 (13.04%) XML Schema
3 1 (4.35%) .NET
3 1 (4.35%) Hibernate
3 1 (4.35%) REST
Miscellaneous
1 6 (26.09%) Algorithms
2 4 (17.39%) Greenfield Project
2 4 (17.39%) Reinsurance
3 1 (4.35%) Computer Science
Operating Systems
1 1 (4.35%) Windows
1 1 (4.35%) Windows Server
Processes & Methodologies
1 14 (60.87%) Agile Software Development
2 10 (43.48%) Mathematics
3 7 (30.43%) Data Analysis
3 7 (30.43%) ETL
3 7 (30.43%) Time Management
4 6 (26.09%) Business Intelligence
4 6 (26.09%) Machine Learning
4 6 (26.09%) Scrum
5 5 (21.74%) BPMN
5 5 (21.74%) Critical Success Factor
5 5 (21.74%) Kanban
5 5 (21.74%) Project Planning
5 5 (21.74%) Software Delivery
5 5 (21.74%) UML
5 5 (21.74%) User Stories
6 4 (17.39%) Data Extraction
6 4 (17.39%) Performance Tuning
6 4 (17.39%) TDD
7 3 (13.04%) Continuous Delivery
7 3 (13.04%) Master Data Management
Programming Languages
1 10 (43.48%) C#
2 6 (26.09%) C++
2 6 (26.09%) Python
2 6 (26.09%) SQL
3 5 (21.74%) Java
3 5 (21.74%) Ruby
4 4 (17.39%) MATLAB
5 1 (4.35%) Perl
5 1 (4.35%) R
5 1 (4.35%) Scala
5 1 (4.35%) T-SQL
Qualifications
1 3 (13.04%) PhD
Vendors
1 3 (13.04%) Oracle
1 3 (13.04%) Talend