Period
to 30 May 2020

The following table provides summary statistics for permanent job vacancies advertised in Buckinghamshire 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 30 May 2020 with a comparison to the same period in the previous 2 years.

Data Modelling
South East > Buckinghamshire
6 months to
30 May 2020
Same period 2019 Same period 2018
Rank 73 100 136
Rank change year-on-year +27 +36 -15
Permanent jobs citing Data Modelling 33 41 29
As % of all permanent jobs advertised in Buckinghamshire 2.56% 1.85% 1.01%
As % of the Processes & Methodologies category 2.77% 2.07% 1.14%
Number of salaries quoted 31 39 25
Median annual salary £60,000 £47,500 £55,000
Median salary % change year-on-year +26.32% -13.64% +15.79%
10th Percentile £32,000 £37,250 £29,233
90th Percentile £87,500 £68,750 £70,500
South East median annual salary £60,000 £60,000 £59,000
% change year-on-year - +1.69% +7.27%

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 Buckinghamshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Buckinghamshire
Permanent vacancies with a requirement for process or methodology skills 1,190 1,980 2,545
As % of all permanent IT jobs advertised in Buckinghamshire 92.25% 89.23% 88.99%
Number of salaries quoted 982 1,490 2,048
Median annual salary £52,500 £46,000 £45,000
Median salary % change year-on-year +14.13% +2.22% +2.86%
10th Percentile £32,500 £27,500 £25,500
90th Percentile £77,375 £67,500 £63,750
South East median annual salary £50,000 £50,000 £45,500
% change year-on-year - +9.89% +1.11%

Data Modelling
Job Vacancy Trend in Buckinghamshire

Job postings citing Data Modelling as a proportion of all IT jobs advertised in Buckinghamshire.

Job vacancy trend for Data Modelling in Buckinghamshire

Data Modelling
Salary Trend in Buckinghamshire

3-month moving average salary quoted in jobs citing Data Modelling in Buckinghamshire.

Salary trend for Data Modelling in Buckinghamshire

Data Modelling
Salary Histogram in Buckinghamshire

Salary distribution for jobs citing Data Modelling in Buckinghamshire over the 6 months to 30 May 2020.

Salary histogram for Data Modelling in Buckinghamshire

Data Modelling
Job Locations in Buckinghamshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the Buckinghamshire region over the 6 months to 30 May 2020. 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
Milton Keynes +20 21 £63,750 +27.50% 6
High Wycombe - 7 £60,000 -
Gerrards Cross +15 4 £52,500 +10.53%
Data Modelling
South East

For the 6 months to 30 May 2020, 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 Buckinghamshire region with a requirement for Data Modelling.

1 16 (48.48%) Agile Software Development
1 16 (48.48%) Analytical Skills
2 13 (39.39%) Finance
2 13 (39.39%) SQL
2 13 (39.39%) Problem-Solving
3 9 (27.27%) Scrum
3 9 (27.27%) Data Management
4 7 (21.21%) Workflow
4 7 (21.21%) Business Intelligence
4 7 (21.21%) CRM
4 7 (21.21%) Dynamics CRM
4 7 (21.21%) Problem Management
4 7 (21.21%) User Acceptance Testing
5 6 (18.18%) Use Case
5 6 (18.18%) AWS
5 6 (18.18%) Java
5 6 (18.18%) Project Management
5 6 (18.18%) Stakeholder Management
5 6 (18.18%) SDLC
6 5 (15.15%) Dynamics 365
6 5 (15.15%) Analytical Thinking
6 5 (15.15%) Requirements Gathering
6 5 (15.15%) Microsoft
6 5 (15.15%) .NET
6 5 (15.15%) Data Analysis
7 4 (12.12%) TOGAF
7 4 (12.12%) Data Architecture
7 4 (12.12%) Azure
7 4 (12.12%) JSON
7 4 (12.12%) SWOT Analysis

Data Modelling
Co-occurring IT Skills in Buckinghamshire 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 1 (3.03%) Apache Spark
Applications
1 3 (9.09%) Microsoft Office
1 3 (9.09%) MS Visio
2 1 (3.03%) Microsoft Excel
Business Applications
1 7 (21.21%) Dynamics CRM
2 3 (9.09%) Dynamics AX
3 2 (6.06%) Dynamics NAV
4 1 (3.03%) Cognos TM1
4 1 (3.03%) Sparx Enterprise Architect
Cloud Services
1 6 (18.18%) AWS
2 5 (15.15%) Dynamics 365
3 4 (12.12%) Azure
4 3 (9.09%) Cloud Computing
4 3 (9.09%) Power Platform
4 3 (9.09%) Serverless
4 3 (9.09%) Smartsheet
5 2 (6.06%) Azure Data Factory
5 2 (6.06%) Office 365
5 2 (6.06%) SaaS
6 1 (3.03%) Amazon Cognito
6 1 (3.03%) Amazon S3
6 1 (3.03%) AWS Lambda
6 1 (3.03%) IaaS
6 1 (3.03%) PaaS
Communications & Networking
1 1 (3.03%) Internet
Database & Business Intelligence
1 4 (12.12%) SQL Server
2 3 (9.09%) BusinessObjects
2 3 (9.09%) Power BI
2 3 (9.09%) SAP BW
3 2 (6.06%) Azure SQL Database
3 2 (6.06%) Data Warehouse
3 2 (6.06%) HDInsight
3 2 (6.06%) Qlik Sense
3 2 (6.06%) RDBMS
3 2 (6.06%) Relational Database
3 2 (6.06%) SQL Server Integration Services
4 1 (3.03%) Amazon DynamoDB
4 1 (3.03%) Apache Hive
4 1 (3.03%) Big Data
4 1 (3.03%) Hadoop
4 1 (3.03%) Impala
4 1 (3.03%) MySQL
4 1 (3.03%) SQL Server Reporting Services
Development Applications
1 3 (9.09%) LSMW
2 1 (3.03%) JIRA
General
1 13 (39.39%) Finance
2 3 (9.09%) Manufacturing
3 1 (3.03%) Automotive
3 1 (3.03%) Retail
Job Titles
1 14 (42.42%) Developer
2 9 (27.27%) Analyst
3 8 (24.24%) Architect
4 6 (18.18%) CRM Developer
4 6 (18.18%) Data Architect
5 5 (15.15%) Business Analyst
5 5 (15.15%) Dynamics CRM Developer
6 3 (9.09%) Data Analyst
6 3 (9.09%) ERP Analyst
6 3 (9.09%) ERP Business Analyst
6 3 (9.09%) Implementation Analyst
6 3 (9.09%) Senior Developer
7 2 (6.06%) Enterprise Architect
7 2 (6.06%) Enterprise Data Architect
7 2 (6.06%) Network Architect
7 2 (6.06%) OSS Architect
7 2 (6.06%) Senior Architect
7 2 (6.06%) Senior Java Developer
7 2 (6.06%) Senior Network Architect
7 2 (6.06%) SQL Developer
Libraries, Frameworks & Software Standards
1 5 (15.15%) .NET
2 4 (12.12%) JSON
2 4 (12.12%) XML
3 3 (9.09%) BAPI
3 3 (9.09%) EDI
3 3 (9.09%) Hibernate
3 3 (9.09%) REST
3 3 (9.09%) Web Services
4 2 (6.06%) AngularJS
4 2 (6.06%) Spring
5 1 (3.03%) .NET Framework
5 1 (3.03%) Node.js
5 1 (3.03%) ODBC
5 1 (3.03%) RESTful
5 1 (3.03%) SOAP
5 1 (3.03%) Twitter Bootstrap
Miscellaneous
1 16 (48.48%) Analytical Skills
2 2 (6.06%) Data Structures
2 2 (6.06%) PACS
3 1 (3.03%) Replication
3 1 (3.03%) Self-Motivation
Operating Systems
1 1 (3.03%) Linux
Processes & Methodologies
1 16 (48.48%) Agile Software Development
2 13 (39.39%) Problem-Solving
3 9 (27.27%) Data Management
3 9 (27.27%) Scrum
4 7 (21.21%) Business Intelligence
4 7 (21.21%) CRM
4 7 (21.21%) Problem Management
4 7 (21.21%) User Acceptance Testing
4 7 (21.21%) Workflow
5 6 (18.18%) Project Management
5 6 (18.18%) SDLC
5 6 (18.18%) Stakeholder Management
5 6 (18.18%) Use Case
6 5 (15.15%) Analytical Thinking
6 5 (15.15%) Data Analysis
6 5 (15.15%) Requirements Gathering
7 4 (12.12%) MVC
7 4 (12.12%) SWOT Analysis
7 4 (12.12%) Time Management
7 4 (12.12%) TOGAF
Programming Languages
1 13 (39.39%) SQL
2 6 (18.18%) Java
3 4 (12.12%) VBA
4 3 (9.09%) Java 8
4 3 (9.09%) Python
5 2 (6.06%) C#
5 2 (6.06%) JavaScript
5 2 (6.06%) Perl
5 2 (6.06%) PL/SQL
Qualifications
1 2 (6.06%) Degree
1 2 (6.06%) TOGAF Certification
Quality Assurance & Compliance
1 4 (12.12%) GDPR
2 3 (9.09%) Data Quality
3 1 (3.03%) QA
Systems Management
1 2 (6.06%) Netcool
1 2 (6.06%) Netcool/OMNIbus
1 2 (6.06%) Tivoli
Vendors
1 5 (15.15%) Microsoft
2 4 (12.12%) IBM
3 3 (9.09%) Salesforce.com
3 3 (9.09%) SAP
4 2 (6.06%) Cisco
4 2 (6.06%) Cognizant
4 2 (6.06%) Juniper
4 2 (6.06%) Oracle
4 2 (6.06%) Tableau
5 1 (3.03%) Cloudera
5 1 (3.03%) Cognos
5 1 (3.03%) Sparx
5 1 (3.03%) Talend