Period
to 20 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Buckinghamshire with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 6 months to 20 November 2018 with a comparison to the same period in the previous 2 years.

Data Analysis
South East > Buckinghamshire
6 months to
20 Nov 2018
Same period 2017 Same period 2016
Rank 112 132 125
Rank change year-on-year +20 -7 -4
Permanent jobs citing Data Analysis 38 38 56
As % of all permanent IT jobs advertised in Buckinghamshire 1.53% 1.31% 1.81%
As % of the Processes & Methodologies category 1.70% 1.46% 2.05%
Number of salaries quoted 33 30 50
Buckinghamshire median annual salary £39,000 £39,125 £45,000
Median salary % change year-on-year -0.32% -13.06% +21.62%
10th Percentile £21,000 £23,500 £30,500
90th Percentile £63,750 £57,875 £63,750
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +12.50%

Data Analysis 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 2,237 2,601 2,731
As % of all permanent IT jobs advertised in Buckinghamshire 89.84% 89.91% 88.32%
Number of salaries quoted 1,865 2,086 2,309
Buckinghamshire median annual salary £45,000 £43,500 £42,500
Median salary % change year-on-year +3.45% +2.35% -
10th Percentile £26,250 £24,750 £26,250
90th Percentile £66,000 £65,000 £62,750
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

Data Analysis
Job Vacancy Trend in Buckinghamshire

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

Job vacancy trend for Data Analysis in Buckinghamshire

Data Analysis
Salary Trend in Buckinghamshire

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

Salary trend for Data Analysis in Buckinghamshire

Data Analysis
Salary Histogram in Buckinghamshire

The salary distribution of IT jobs citing Data Analysis in Buckinghamshire over the 6 months to 20 November 2018.

Salary histogram for Data Analysis in Buckinghamshire

Data Analysis
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 Analysis within the Buckinghamshire region over the 6 months to 20 November 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 +20 24 £36,250 -9.38% 7
High Wycombe -12 6 £20,000 -16.67% 3
Newport Pagnell -4 1 £28,000 -34.12%
Iver - 1 £50,000 -
Gerrards Cross - 1 £50,000 -
Data Analysis
South East

For the 6 months to 20 November 2018, IT jobs citing Data Analysis 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 Analysis.

1 21 (55.26%) SQL
2 15 (39.47%) Microsoft Excel
2 15 (39.47%) Analytical Skills
3 11 (28.95%) Business Intelligence
3 11 (28.95%) Microsoft
4 9 (23.68%) Project Management
4 9 (23.68%) SQL Server Reporting Services
4 9 (23.68%) Power BI
5 8 (21.05%) SQL Server Analysis Services
6 7 (18.42%) Degree
6 7 (18.42%) SQL Server Integration Services
7 6 (15.79%) Marketing
7 6 (15.79%) Business Analysis
7 6 (15.79%) Finance
7 6 (15.79%) Migration
7 6 (15.79%) Problem-Solving
8 5 (13.16%) Analytical Thinking
8 5 (13.16%) ETL
8 5 (13.16%) CRM
8 5 (13.16%) HTML
8 5 (13.16%) Data Migration
8 5 (13.16%) Hadoop
8 5 (13.16%) Process Improvement
8 5 (13.16%) Data Quality
8 5 (13.16%) Analytics
9 4 (10.53%) JavaScript
9 4 (10.53%) MS Access
9 4 (10.53%) BusinessObjects
10 3 (7.89%) SQL Server
10 3 (7.89%) Microsoft Office

Data Analysis
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 2 (5.26%) SharePoint
2 1 (2.63%) Apache Spark
2 1 (2.63%) CMS
Applications
1 15 (39.47%) Microsoft Excel
2 3 (7.89%) Microsoft Office
2 3 (7.89%) Spreadsheet
3 2 (5.26%) Microsoft PowerPoint
4 1 (2.63%) Microsoft Project
4 1 (2.63%) MS Visio
Business Applications
1 1 (2.63%) Dynamics CRM
Cloud Services
1 3 (7.89%) Microsoft Azure
2 2 (5.26%) Office 365
3 1 (2.63%) Azure Data Factory
3 1 (2.63%) Google Analytics
3 1 (2.63%) Veeva
Communications & Networking
1 1 (2.63%) SMS
Database & Business Intelligence
1 9 (23.68%) Power BI
1 9 (23.68%) SQL Server Reporting Services
2 8 (21.05%) SQL Server Analysis Services
3 7 (18.42%) SQL Server Integration Services
4 5 (13.16%) Hadoop
5 4 (10.53%) BusinessObjects
5 4 (10.53%) MS Access
6 3 (7.89%) Azure SQL Database
6 3 (7.89%) SQL Server
7 2 (5.26%) Crystal Reports
7 2 (5.26%) Data Warehouse
7 2 (5.26%) MySQL
7 2 (5.26%) Relational Database
8 1 (2.63%) Apache Hive
8 1 (2.63%) Cloudera CDH
8 1 (2.63%) Data Lake
8 1 (2.63%) Impala
8 1 (2.63%) Microsoft Analysis Services
8 1 (2.63%) Qlik Sense
8 1 (2.63%) SAP BW
Development Applications
1 1 (2.63%) Git (software)
General
1 6 (15.79%) Finance
1 6 (15.79%) Marketing
2 3 (7.89%) Banking
3 2 (5.26%) Back Office
4 1 (2.63%) Pharmaceutical
4 1 (2.63%) Retail
4 1 (2.63%) Telecoms
Job Titles
1 15 (39.47%) Analyst
2 11 (28.95%) Data Analyst
3 4 (10.53%) Data Manager
3 4 (10.53%) Developer
3 4 (10.53%) Graduate
3 4 (10.53%) Trainee
4 3 (7.89%) Applications Support
4 3 (7.89%) Business Analyst
4 3 (7.89%) Business Intelligence Analyst
4 3 (7.89%) Consultant
4 3 (7.89%) Customer Analyst
4 3 (7.89%) Financial Analyst
4 3 (7.89%) Senior Consultant
4 3 (7.89%) SQL Analyst
4 3 (7.89%) SQL Data Analyst
5 2 (5.26%) Data Modeller
5 2 (5.26%) Lead Developer
5 2 (5.26%) PHP Developer
5 2 (5.26%) Senior Technical Consultant
5 2 (5.26%) Technical Consultant
Libraries, Frameworks & Software Standards
1 5 (13.16%) HTML
2 2 (5.26%) CakePHP
2 2 (5.26%) CSS
2 2 (5.26%) Symfony
3 1 (2.63%) .NET
3 1 (2.63%) D3.js
3 1 (2.63%) JSON
3 1 (2.63%) Kafka
3 1 (2.63%) REST
Miscellaneous
1 15 (39.47%) Analytical Skills
2 3 (7.89%) Enterprise Software
2 3 (7.89%) Self-Motivation
3 1 (2.63%) Computer Science
3 1 (2.63%) Driving Licence
Processes & Methodologies
1 11 (28.95%) Business Intelligence
2 9 (23.68%) Project Management
3 6 (15.79%) Business Analysis
3 6 (15.79%) Migration
3 6 (15.79%) Problem-Solving
4 5 (13.16%) Analytical Thinking
4 5 (13.16%) Analytics
4 5 (13.16%) CRM
4 5 (13.16%) Data Migration
4 5 (13.16%) ETL
4 5 (13.16%) Process Improvement
5 3 (7.89%) Agile Software Development
5 3 (7.89%) Continuous Improvement
5 3 (7.89%) Data Enrichment
5 3 (7.89%) SDLC
5 3 (7.89%) Visualisation
6 2 (5.26%) Business Process Analysis
6 2 (5.26%) Commercial Awareness
6 2 (5.26%) Data Analytics
6 2 (5.26%) Kimball Methodology
Programming Languages
1 21 (55.26%) SQL
2 4 (10.53%) JavaScript
3 2 (5.26%) PHP
4 1 (2.63%) ABAP
4 1 (2.63%) Java
4 1 (2.63%) Python
4 1 (2.63%) R
4 1 (2.63%) Scala
4 1 (2.63%) T-SQL
4 1 (2.63%) VBA
Qualifications
1 7 (18.42%) Degree
2 2 (5.26%) PMI Certification
2 2 (5.26%) PMP
3 1 (2.63%) Computer Science Degree
Quality Assurance & Compliance
1 5 (13.16%) Data Quality
2 1 (2.63%) GDPR
2 1 (2.63%) QA
System Software
1 1 (2.63%) Apache Flume
Systems Management
1 2 (5.26%) Systems Management Server (SMS)
Vendors
1 11 (28.95%) Microsoft
2 2 (5.26%) SAP
3 1 (2.63%) Cloudera
3 1 (2.63%) Cognos
3 1 (2.63%) Google
3 1 (2.63%) Informatica