Period
to 17 January 2019

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 17 January 2019 with a comparison to the same period in the previous 2 years.

Data Modelling
South East > Buckinghamshire
6 months to
17 Jan 2019
Same period 2018 Same period 2017
Rank 109 142 142
Rank change year-on-year +33 0 -23
Permanent jobs citing Data Modelling 32 24 31
As % of all permanent IT jobs advertised in Buckinghamshire 1.41% 0.87% 1.06%
As % of the Processes & Methodologies category 1.55% 0.97% 1.19%
Number of salaries quoted 29 22 43
Buckinghamshire median annual salary £50,000 £43,750 £40,000
Median salary % change year-on-year +14.29% +9.38% -21.95%
10th Percentile £41,250 £34,125 £37,500
90th Percentile £60,250 £60,000 £59,000
South East median annual salary £57,500 £52,500 £52,500
% change year-on-year +9.52% - -

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 2,060 2,465 2,609
As % of all permanent IT jobs advertised in Buckinghamshire 90.47% 88.96% 89.38%
Number of salaries quoted 1,629 1,929 2,213
Buckinghamshire median annual salary £45,500 £43,500 £42,500
Median salary % change year-on-year +4.60% +2.35% -
10th Percentile £27,500 £24,400 £26,250
90th Percentile £70,000 £62,500 £63,750
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

Data Modelling
Job Vacancy Trend in Buckinghamshire

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

Job vacancy trend for Data Modelling in Buckinghamshire

Data Modelling
Salary Trend in Buckinghamshire

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

Salary trend for Data Modelling in Buckinghamshire

Data Modelling
Salary Histogram in Buckinghamshire

The salary distribution of IT jobs citing Data Modelling in Buckinghamshire over the 6 months to 17 January 2019.

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 17 January 2019. 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 +17 24 £50,000 +5.26% 7
Newport Pagnell 0 6 £42,500 -
High Wycombe +6 1 £48,500 +7.78%
Data Modelling
South East

For the 6 months to 17 January 2019, 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 13 (40.63%) SQL
1 13 (40.63%) SQL Server
1 13 (40.63%) ETL
1 13 (40.63%) Business Intelligence
1 13 (40.63%) Agile Software Development
2 11 (34.38%) Data Warehouse
3 10 (31.25%) SQL Server Integration Services
4 9 (28.13%) Microsoft
5 7 (21.88%) Disaster Recovery
5 7 (21.88%) Data Architecture
5 7 (21.88%) High Availability
6 6 (18.75%) Waterfall
6 6 (18.75%) Data Mapping
6 6 (18.75%) User Stories
6 6 (18.75%) Requirements Analysis
6 6 (18.75%) TOGAF
6 6 (18.75%) SQL Server Reporting Services
6 6 (18.75%) Data Security
6 6 (18.75%) Replication
6 6 (18.75%) Change Management
6 6 (18.75%) SLA
6 6 (18.75%) BusinessObjects
6 6 (18.75%) UML
6 6 (18.75%) SAP
6 6 (18.75%) T-SQL
6 6 (18.75%) Performance Optimisation
6 6 (18.75%) SDLC
6 6 (18.75%) Acceptance Criteria
7 5 (15.63%) User Acceptance Testing
7 5 (15.63%) User Experience

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 3 (9.38%) Apache Spark
2 1 (3.13%) SAS
Applications
1 3 (9.38%) Microsoft Excel
Cloud Services
1 1 (3.13%) Microsoft Azure
1 1 (3.13%) SaaS
Communications & Networking
1 1 (3.13%) Firewall
Database & Business Intelligence
1 13 (40.63%) SQL Server
2 11 (34.38%) Data Warehouse
3 10 (31.25%) SQL Server Integration Services
4 6 (18.75%) BusinessObjects
4 6 (18.75%) SQL Server Reporting Services
5 4 (12.50%) Big Data
5 4 (12.50%) Hadoop
6 2 (6.25%) NoSQL
6 2 (6.25%) Pentaho
6 2 (6.25%) PowerCenter
6 2 (6.25%) PowerPivot
7 1 (3.13%) Apache Hive
7 1 (3.13%) Data Lake
7 1 (3.13%) RDBMS
7 1 (3.13%) Relational Database
7 1 (3.13%) SAP Data Services
Development Applications
1 3 (9.38%) ERwin
2 2 (6.25%) PowerDesigner
2 2 (6.25%) RStudio
General
1 4 (12.50%) Retail
2 2 (6.25%) Finance
3 1 (3.13%) Marketing
Job Titles
1 9 (28.13%) Analyst
2 7 (21.88%) Business Analyst
2 7 (21.88%) DBA
2 7 (21.88%) SQL DBA
3 6 (18.75%) SQL Server DBA
4 5 (15.63%) Architect
4 5 (15.63%) Senior Analyst
4 5 (15.63%) Senior Business Analyst
5 4 (12.50%) Developer
5 4 (12.50%) SQL Developer
6 2 (6.25%) Consultant
6 2 (6.25%) Data Architect
6 2 (6.25%) Data Modeller
6 2 (6.25%) Database Developer
6 2 (6.25%) Network Architect
6 2 (6.25%) OSS Architect
6 2 (6.25%) Senior Architect
6 2 (6.25%) Senior Network Architect
6 2 (6.25%) SQL Database Developer
6 2 (6.25%) Technical Consultant
Libraries, Frameworks & Software Standards
1 3 (9.38%) Kafka
2 1 (3.13%) .NET
2 1 (3.13%) jQuery
Miscellaneous
1 6 (18.75%) Replication
2 5 (15.63%) User Experience
3 4 (12.50%) Data Structures
4 3 (9.38%) Greenfield Project
5 1 (3.13%) Analytical Skills
5 1 (3.13%) Data Centre
Operating Systems
1 1 (3.13%) Windows
1 1 (3.13%) Windows Server
Processes & Methodologies
1 13 (40.63%) Agile Software Development
1 13 (40.63%) Business Intelligence
1 13 (40.63%) ETL
2 7 (21.88%) Data Architecture
2 7 (21.88%) Disaster Recovery
2 7 (21.88%) High Availability
3 6 (18.75%) Acceptance Criteria
3 6 (18.75%) Change Management
3 6 (18.75%) Data Mapping
3 6 (18.75%) Data Security
3 6 (18.75%) Performance Optimisation
3 6 (18.75%) Requirements Analysis
3 6 (18.75%) SDLC
3 6 (18.75%) TOGAF
3 6 (18.75%) UML
3 6 (18.75%) User Stories
3 6 (18.75%) Waterfall
4 5 (15.63%) User Acceptance Testing
5 4 (12.50%) Migration
5 4 (12.50%) Zachman Framework
Programming Languages
1 13 (40.63%) SQL
2 6 (18.75%) T-SQL
3 1 (3.13%) C#
3 1 (3.13%) JavaScript
3 1 (3.13%) VB
Qualifications
1 4 (12.50%) Degree
2 2 (6.25%) TOGAF Certification
3 1 (3.13%) PMI Certification
3 1 (3.13%) PMP
3 1 (3.13%) SAS Certification
Quality Assurance & Compliance
1 6 (18.75%) SLA
2 1 (3.13%) COBIT
System Software
1 1 (3.13%) Active Directory
Systems Management
1 2 (6.25%) Netcool
1 2 (6.25%) Netcool/OMNIbus
1 2 (6.25%) Tivoli
Vendors
1 9 (28.13%) Microsoft
2 6 (18.75%) SAP
3 3 (9.38%) MicroStrategy
4 2 (6.25%) Ab Initio
4 2 (6.25%) Cisco
4 2 (6.25%) Cognizant
4 2 (6.25%) IBM
4 2 (6.25%) Informatica
4 2 (6.25%) Juniper
4 2 (6.25%) Talend
5 1 (3.13%) Alteryx
5 1 (3.13%) Netezza