Period
to 24 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Peterborough 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 January 2018 with a comparison to the same period in the previous 2 years.

Data Modelling
Cambridgeshire > Peterborough
6 months to
24 Jan 2018
Same period 2017 Same period 2016
Rank 66 63 54
Rank change year-on-year -3 -9 +7
Permanent jobs citing Data Modelling 7 3 5
As % of all permanent IT jobs advertised in Peterborough 1.16% 0.54% 0.94%
As % of the Processes & Methodologies category 1.34% 0.63% 1.07%
Number of salaries quoted 5 1 5
Peterborough median annual salary £41,500 £40,000 £47,500
Median salary % change year-on-year +3.75% -15.79% +11.76%
Cambridgeshire median annual salary £45,000 £47,500 £41,500
% change year-on-year -5.26% +14.46% -7.78%

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 Peterborough with a requirement for process or methodology skills.

All Process and Methodology Skills
Peterborough
Permanent vacancies with a requirement for process or methodology skills 523 480 468
As % of all permanent IT jobs advertised in Peterborough 86.73% 85.71% 88.30%
Number of salaries quoted 389 382 382
Peterborough median annual salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50% -0.37%
10th Percentile £26,750 £26,250 £22,050
90th Percentile £62,500 £60,000 £68,625
Cambridgeshire median annual salary £50,000 £45,000 £44,000
% change year-on-year +11.11% +2.27% +3.53%

Data Modelling
Job Vacancy Trend in Peterborough

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

Job vacancy trend for Data Modelling in Peterborough

Data Modelling
Salary Trend in Peterborough

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

Salary trend for Data Modelling in Peterborough

Data Modelling
Salary Histogram in Peterborough

The salary distribution of IT jobs citing Data Modelling in Peterborough over the 6 months to 24 January 2018.

Salary histogram for Data Modelling in Peterborough

For the 6 months to 24 January 2018, IT jobs citing Data Modelling 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 Peterborough region with a requirement for Data Modelling.

1 6 (85.71%) Data Mapping
1 6 (85.71%) Continuous Improvement
1 6 (85.71%) Robotic Process Automation
2 4 (57.14%) Analytical Skills
2 4 (57.14%) Algorithms
2 4 (57.14%) Lean Six Sigma
2 4 (57.14%) Six Sigma
2 4 (57.14%) Project Management
2 4 (57.14%) Visual Studio
2 4 (57.14%) Windows
2 4 (57.14%) MS Visio
2 4 (57.14%) Process Management
2 4 (57.14%) GAP Analysis
2 4 (57.14%) Business Process Modelling
3 2 (28.57%) Robotics
4 1 (14.29%) Microsoft Analysis Services
4 1 (14.29%) SQL Server Reporting Services
4 1 (14.29%) Data Analysis
4 1 (14.29%) Business Analysis
4 1 (14.29%) SQL Server Integration Services
4 1 (14.29%) ETL
4 1 (14.29%) Business Intelligence
4 1 (14.29%) Microsoft
4 1 (14.29%) Microsoft Excel
4 1 (14.29%) SQL
4 1 (14.29%) T-SQL
4 1 (14.29%) SQL Server
4 1 (14.29%) SQL Server Analysis Services
4 1 (14.29%) PowerPivot
4 1 (14.29%) Data Analysis Expressions (DAX)

Data Modelling
Co-occurring IT Skills in Peterborough 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:

Applications
1 4 (57.14%) MS Visio
2 1 (14.29%) Microsoft Excel
Database & Business Intelligence
1 1 (14.29%) Microsoft Analysis Services
1 1 (14.29%) PowerPivot
1 1 (14.29%) SQL Server
1 1 (14.29%) SQL Server 2008
1 1 (14.29%) SQL Server Analysis Services
1 1 (14.29%) SQL Server Integration Services
1 1 (14.29%) SQL Server Reporting Services
Development Applications
1 4 (57.14%) Visual Studio
Job Titles
1 6 (85.71%) Analyst
1 6 (85.71%) Business Analyst
2 1 (14.29%) Automation Analyst
2 1 (14.29%) Business Intelligence Developer
2 1 (14.29%) Developer
2 1 (14.29%) Process Analyst
2 1 (14.29%) SQL BI Developer
2 1 (14.29%) SQL Developer
Miscellaneous
1 4 (57.14%) Algorithms
1 4 (57.14%) Analytical Skills
2 2 (28.57%) Robotics
Operating Systems
1 4 (57.14%) Windows
Processes & Methodologies
1 6 (85.71%) Continuous Improvement
1 6 (85.71%) Data Mapping
1 6 (85.71%) Robotic Process Automation
2 4 (57.14%) Business Process Modelling
2 4 (57.14%) GAP Analysis
2 4 (57.14%) Lean Six Sigma
2 4 (57.14%) Process Management
2 4 (57.14%) Project Management
2 4 (57.14%) Six Sigma
3 1 (14.29%) Business Analysis
3 1 (14.29%) Business Intelligence
3 1 (14.29%) Data Analysis
3 1 (14.29%) ETL
Programming Languages
1 1 (14.29%) Data Analysis Expressions (DAX)
1 1 (14.29%) SQL
1 1 (14.29%) T-SQL
Vendors
1 1 (14.29%) Microsoft