Period
to 16 July 2018

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 16 July 2018 with a comparison to the same period in the previous 2 years.

Data Modelling
South East > Buckinghamshire
6 months to
16 Jul 2018
Same period 2017 Same period 2016
Rank 134 128 135
Rank change year-on-year -6 +7 -28
Permanent jobs citing Data Modelling 31 44 46
As % of all permanent IT jobs advertised in Buckinghamshire 1.08% 1.49% 1.41%
As % of the Processes & Methodologies category 1.23% 1.66% 1.60%
Number of salaries quoted 27 38 25
Buckinghamshire median annual salary £62,500 £47,500 £47,500
Median salary % change year-on-year +31.58% - -
10th Percentile £38,750 £35,519 £37,800
90th Percentile £74,000 £90,500 £88,000
South East median annual salary £55,000 £52,500 £48,500
% change year-on-year +4.76% +8.25% -3.00%

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 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 2,518 2,649 2,868
As % of all permanent IT jobs advertised in Buckinghamshire 87.80% 89.74% 87.98%
Number of salaries quoted 2,075 2,118 2,319
Buckinghamshire median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £63,750 £65,000 £62,500
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 16 July 2018.

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 16 July 2018. 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 -8 15 £55,000 -19.71% 5
Gerrards Cross - 6 £55,000 - 1
Buckingham - 2 £45,000 -
Data Modelling
South East

For the 6 months to 16 July 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 Buckinghamshire region with a requirement for Data Modelling.

1 15 (48.39%) SQL
1 15 (48.39%) Business Intelligence
2 14 (45.16%) ETL
3 12 (38.71%) Agile Software Development
4 11 (35.48%) Analytical Skills
5 10 (32.26%) Data Warehouse
6 9 (29.03%) Visualisation
6 9 (29.03%) Analytical Thinking
7 8 (25.81%) Microsoft Azure
7 8 (25.81%) Azure SQL Database
7 8 (25.81%) Continuous Improvement
7 8 (25.81%) Data Analysis
7 8 (25.81%) SQL Server Integration Services
8 7 (22.58%) Degree
8 7 (22.58%) Process Improvement
8 7 (22.58%) SDLC
9 6 (19.35%) Kimball Methodology
9 6 (19.35%) Power BI
9 6 (19.35%) Commercial Awareness
9 6 (19.35%) Office 365
9 6 (19.35%) Use Case
9 6 (19.35%) SQL Server Analysis Services
9 6 (19.35%) Data Architecture
9 6 (19.35%) Time Management
9 6 (19.35%) Dimensional Modelling
9 6 (19.35%) SWOT Analysis
9 6 (19.35%) SQL Server Reporting Services
9 6 (19.35%) Finance
9 6 (19.35%) Project Management
9 6 (19.35%) SharePoint

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 6 (19.35%) SharePoint
2 3 (9.68%) SAS
3 2 (6.45%) Apache
3 2 (6.45%) Apache Spark
3 2 (6.45%) Smallworld
Applications
1 1 (3.23%) Microsoft Excel
1 1 (3.23%) Spreadsheet
Business Applications
1 3 (9.68%) SAP S/4HANA
Cloud Services
1 8 (25.81%) Microsoft Azure
2 6 (19.35%) Office 365
3 2 (6.45%) Amazon AWS
3 2 (6.45%) AWS Lambda
3 2 (6.45%) Serverless
Communications & Networking
1 2 (6.45%) Ethernet
1 2 (6.45%) Internet
2 1 (3.23%) LAN
2 1 (3.23%) WAN
2 1 (3.23%) WLAN
Database & Business Intelligence
1 10 (32.26%) Data Warehouse
2 8 (25.81%) Azure SQL Database
2 8 (25.81%) SQL Server Integration Services
3 6 (19.35%) Power BI
3 6 (19.35%) SQL Server Analysis Services
3 6 (19.35%) SQL Server Reporting Services
4 5 (16.13%) NoSQL
4 5 (16.13%) Pentaho
5 4 (12.90%) Big Data
5 4 (12.90%) SQL Server
6 3 (9.68%) BusinessObjects
6 3 (9.68%) PowerCenter
6 3 (9.68%) QlikView
6 3 (9.68%) SAP HANA
7 2 (6.45%) Hadoop
7 2 (6.45%) OLAP
7 2 (6.45%) OLTP
7 2 (6.45%) SAP Data Services
7 2 (6.45%) SQL Server 2005
7 2 (6.45%) SQL Server 2008
Development Applications
1 4 (12.90%) ERwin
1 4 (12.90%) JIRA
2 3 (9.68%) PowerDesigner
2 3 (9.68%) RStudio
3 2 (6.45%) Bitbucket
3 2 (6.45%) Git (software)
3 2 (6.45%) Mercurial
3 2 (6.45%) Visual Studio
4 1 (3.23%) Redmine
General
1 6 (19.35%) Finance
2 2 (6.45%) Billing
2 2 (6.45%) Dutch Language
2 2 (6.45%) French Language
2 2 (6.45%) German Language
2 2 (6.45%) Italian Language
2 2 (6.45%) Publishing
2 2 (6.45%) Retail
2 2 (6.45%) Telecoms
Job Titles
1 15 (48.39%) Analyst
2 8 (25.81%) Data Modeller
2 8 (25.81%) Developer
3 7 (22.58%) Data Analyst
4 6 (19.35%) Business Analyst
4 6 (19.35%) Business Intelligence Analyst
4 6 (19.35%) Business Intelligence Data Analyst
5 5 (16.13%) Senior Developer
6 4 (12.90%) SQL Developer
7 3 (9.68%) Applications Support
7 3 (9.68%) Architect
7 3 (9.68%) Business Intelligence Developer
7 3 (9.68%) Data Architect
7 3 (9.68%) Senior Business Intelligence Developer
7 3 (9.68%) Senior SQL Developer
8 2 (6.45%) Analytics Developer
8 2 (6.45%) Application Development Manager
8 2 (6.45%) Applications Support Manager
8 2 (6.45%) Development Manager
8 2 (6.45%) Support Manager
Libraries, Frameworks & Software Standards
1 2 (6.45%) Kafka
2 1 (3.23%) .NET
2 1 (3.23%) HTML
Miscellaneous
1 11 (35.48%) Analytical Skills
2 3 (9.68%) Greenfield Project
3 2 (6.45%) Computer Science
3 2 (6.45%) Enterprise Software
3 2 (6.45%) NHS
3 2 (6.45%) Self-Motivation
4 1 (3.23%) Management Information System
Operating Systems
1 2 (6.45%) FreeBSD
1 2 (6.45%) Linux
1 2 (6.45%) Unix
Processes & Methodologies
1 15 (48.39%) Business Intelligence
2 14 (45.16%) ETL
3 12 (38.71%) Agile Software Development
4 9 (29.03%) Analytical Thinking
4 9 (29.03%) Visualisation
5 8 (25.81%) Continuous Improvement
5 8 (25.81%) Data Analysis
6 7 (22.58%) Process Improvement
6 7 (22.58%) SDLC
7 6 (19.35%) Commercial Awareness
7 6 (19.35%) Data Architecture
7 6 (19.35%) Dimensional Modelling
7 6 (19.35%) Kimball Methodology
7 6 (19.35%) Project Management
7 6 (19.35%) SWOT Analysis
7 6 (19.35%) Time Management
7 6 (19.35%) Use Case
8 4 (12.90%) Migration
8 4 (12.90%) Software Engineering
8 4 (12.90%) Zachman Framework
Programming Languages
1 15 (48.39%) SQL
2 2 (6.45%) Magik
2 2 (6.45%) PHP
2 2 (6.45%) Python
2 2 (6.45%) T-SQL
3 1 (3.23%) JavaScript
3 1 (3.23%) PL/SQL
3 1 (3.23%) VBA
Qualifications
1 7 (22.58%) Degree
2 2 (6.45%) Computer Science Degree
2 2 (6.45%) MCDBA
2 2 (6.45%) MCSE
2 2 (6.45%) Microsoft Certification
3 1 (3.23%) BPSS Clearance
3 1 (3.23%) Security Cleared
Quality Assurance & Compliance
1 3 (9.68%) Data Quality
2 1 (3.23%) Disclosure Scotland
Vendors
1 5 (16.13%) SAP
2 3 (9.68%) Ab Initio
2 3 (9.68%) Microsoft
2 3 (9.68%) MicroStrategy
2 3 (9.68%) Tableau
2 3 (9.68%) Talend
3 2 (6.45%) RedGate
3 2 (6.45%) Salesforce.com
3 2 (6.45%) Xero
4 1 (3.23%) Oracle