Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Suffolk 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 19 November 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
East of England > Suffolk
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 61 63 57
Rank change year-on-year +2 -6 +19
Permanent jobs citing Data Modelling 12 18 24
As % of all permanent IT jobs advertised in Suffolk 2.12% 1.85% 2.64%
As % of the Processes & Methodologies category 2.41% 2.10% 3.04%
Number of salaries quoted 17 15 19
Suffolk median annual salary £60,000 £47,500 £42,500
Median salary % change year-on-year +26.32% +11.76% -
10th Percentile £46,000 £31,000 £30,500
90th Percentile £70,000 £56,250 £49,750
East of England median annual salary £55,000 £51,000 £45,000
% change year-on-year +7.84% +13.33% -10.00%

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 Suffolk with a requirement for process or methodology skills.

All Process and Methodology Skills
Suffolk
Permanent vacancies with a requirement for process or methodology skills 497 857 790
As % of all permanent IT jobs advertised in Suffolk 87.81% 88.08% 86.81%
Number of salaries quoted 466 747 666
Suffolk median annual salary £40,000 £37,500 £40,000
Median salary % change year-on-year +6.67% -6.25% -
10th Percentile £25,000 £23,250 £23,500
90th Percentile £60,000 £60,000 £60,000
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +3.45%

Data Modelling
Job Vacancy Trend in Suffolk

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

Job vacancy trend for Data Modelling in Suffolk

Data Modelling
Salary Trend in Suffolk

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

Salary trend for Data Modelling in Suffolk

Data Modelling
Salary Histogram in Suffolk

The salary distribution of IT jobs citing Data Modelling in Suffolk over the 6 months to 19 November 2017.

Salary histogram for Data Modelling in Suffolk

Data Modelling
Job Locations in Suffolk

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the Suffolk region over the 6 months to 19 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
Ipswich +12 11 £52,500 +54.41%
Data Modelling
East of England

For the 6 months to 19 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 Suffolk region with a requirement for Data Modelling.

1 8 (66.67%) SQL Server
1 8 (66.67%) Agile Software Development
2 7 (58.33%) Finance
2 7 (58.33%) Business Intelligence
2 7 (58.33%) Analytics
3 6 (50.00%) SQL Server Reporting Services
3 6 (50.00%) QA
4 5 (41.67%) Degree
4 5 (41.67%) Service Management
4 5 (41.67%) JavaScript
4 5 (41.67%) Data Warehouse
4 5 (41.67%) Microsoft
4 5 (41.67%) Analytical Skills
4 5 (41.67%) Data Strategy
5 4 (33.33%) Semantic Layer
5 4 (33.33%) Power BI
5 4 (33.33%) Algorithms
5 4 (33.33%) Microsoft Power View
5 4 (33.33%) Data Analytics
5 4 (33.33%) Enterprise Software
5 4 (33.33%) Product Management
5 4 (33.33%) Tableau
5 4 (33.33%) PowerPivot
5 4 (33.33%) Python
5 4 (33.33%) Oracle
5 4 (33.33%) GIS
5 4 (33.33%) SQL Server Integration Services
5 4 (33.33%) Statistics
5 4 (33.33%) Data Analysis
5 4 (33.33%) Economics

Data Modelling
Co-occurring IT Skills in Suffolk 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 (33.33%) Spreadsheet
Cloud Services
1 4 (33.33%) Amazon AWS
1 4 (33.33%) Microsoft Azure
2 2 (16.67%) Amazon S3
2 2 (16.67%) Serverless
3 1 (8.33%) AWS CloudFormation
3 1 (8.33%) AWS Lambda
3 1 (8.33%) Cloud Computing
3 1 (8.33%) IBM Blueworks
Database & Business Intelligence
1 8 (66.67%) SQL Server
2 6 (50.00%) SQL Server Reporting Services
3 5 (41.67%) Data Warehouse
4 4 (33.33%) GIS
4 4 (33.33%) Microsoft Power View
4 4 (33.33%) Power BI
4 4 (33.33%) PowerPivot
4 4 (33.33%) Semantic Layer
4 4 (33.33%) Spotfire
4 4 (33.33%) SQL Server Integration Services
5 2 (16.67%) Amazon Aurora
5 2 (16.67%) Amazon QuickSight
5 2 (16.67%) Amazon Redshift
5 2 (16.67%) Big Data
5 2 (16.67%) Data Lake
5 2 (16.67%) Looker
5 2 (16.67%) Qlik Sense
6 1 (8.33%) NoSQL
6 1 (8.33%) Relational Database
6 1 (8.33%) SQL Server Analysis Services
Development Applications
1 1 (8.33%) Team Foundation Server
General
1 7 (58.33%) Finance
2 3 (25.00%) Retail
Job Titles
1 7 (58.33%) Analyst
2 4 (33.33%) Business Intelligence Analyst
3 3 (25.00%) Developer
4 2 (16.67%) Architect
4 2 (16.67%) Business Analyst
4 2 (16.67%) Business Intelligence Developer
4 2 (16.67%) Business Intelligence Lead
4 2 (16.67%) Data Architect
4 2 (16.67%) Lead Developer
5 1 (8.33%) Analyst Developer
5 1 (8.33%) Business Consultant
5 1 (8.33%) Business Intelligence Consultant
5 1 (8.33%) Configuration Analyst
5 1 (8.33%) Consultant
5 1 (8.33%) Data Business Analyst
5 1 (8.33%) ETL Consultant
5 1 (8.33%) Solutions Architect
5 1 (8.33%) SSIS Consultant
Libraries, Frameworks & Software Standards
1 1 (8.33%) XML
Miscellaneous
1 5 (41.67%) Analytical Skills
2 4 (33.33%) Algorithms
2 4 (33.33%) Enterprise Software
3 1 (8.33%) Data Structures
3 1 (8.33%) Reference Data
3 1 (8.33%) User Experience
Processes & Methodologies
1 8 (66.67%) Agile Software Development
2 7 (58.33%) Analytics
2 7 (58.33%) Business Intelligence
3 5 (41.67%) Data Strategy
3 5 (41.67%) Service Management
4 4 (33.33%) Data Analysis
4 4 (33.33%) Data Analytics
4 4 (33.33%) Economics
4 4 (33.33%) Product Management
4 4 (33.33%) Statistics
4 4 (33.33%) Waterfall
5 3 (25.00%) Business Analysis
5 3 (25.00%) ETL
5 3 (25.00%) OO
5 3 (25.00%) Visualisation
6 2 (16.67%) Change Control
6 2 (16.67%) Continuous Integration
6 2 (16.67%) Data Architecture
6 2 (16.67%) OWASP
6 2 (16.67%) TDD
Programming Languages
1 5 (41.67%) JavaScript
2 4 (33.33%) Python
3 1 (8.33%) C#
3 1 (8.33%) Java
3 1 (8.33%) SQL
Qualifications
1 5 (41.67%) Degree
2 1 (8.33%) ISEB
Quality Assurance & Compliance
1 6 (50.00%) QA
2 2 (16.67%) ISO/IEC 27001
3 1 (8.33%) Data Quality
3 1 (8.33%) GDPR
Systems Management
1 1 (8.33%) Terraform
Vendors
1 5 (41.67%) Microsoft
2 4 (33.33%) Oracle
2 4 (33.33%) Tableau
3 2 (16.67%) TOWER Software
4 1 (8.33%) IBM
4 1 (8.33%) Informatica
4 1 (8.33%) Trillium