Period
to 17 February 2019

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

Data Analysis
South East > Buckinghamshire
6 months to
17 Feb 2019
Same period 2018 Same period 2017
Rank 117 133 123
Rank change year-on-year +16 -10 -16
Permanent jobs citing Data Analysis 27 35 50
As % of all permanent IT jobs advertised in Buckinghamshire 1.24% 1.21% 1.71%
As % of the Processes & Methodologies category 1.39% 1.36% 1.90%
Number of salaries quoted 21 24 46
Buckinghamshire median annual salary £35,000 £42,500 £35,000
Median salary % change year-on-year -17.65% +21.43% +6.06%
10th Percentile £27,500 £21,575 £25,000
90th Percentile £57,500 £56,650 £63,750
South East median annual salary £45,000 £45,000 £50,000
% change year-on-year - -10.00% +25.00%

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 1,946 2,574 2,628
As % of all permanent IT jobs advertised in Buckinghamshire 89.64% 89.00% 89.88%
Number of salaries quoted 1,535 2,022 2,218
Buckinghamshire median annual salary £45,000 £43,500 £42,500
Median salary % change year-on-year +3.45% +2.35% -
10th Percentile £26,850 £24,750 £26,250
90th Percentile £68,750 £62,500 £65,000
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 17 February 2019.

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 17 February 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 +20 20 £35,500 -5.33% 1
Amersham - 5 £32,500 -
Gerrards Cross - 1 £35,000 -
Data Analysis
South East

For the 6 months to 17 February 2019, 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 18 (66.67%) SQL
2 14 (51.85%) Microsoft
3 13 (48.15%) Microsoft Excel
4 12 (44.44%) Analytical Skills
5 9 (33.33%) SQL Server
6 8 (29.63%) Business Intelligence
6 8 (29.63%) Agile Software Development
6 8 (29.63%) Power BI
6 8 (29.63%) Analytics
7 7 (25.93%) Microsoft Office
8 6 (22.22%) JavaScript
8 6 (22.22%) Retail
8 6 (22.22%) Problem-Solving
9 5 (18.52%) Management Information System
9 5 (18.52%) VBA
9 5 (18.52%) OLAP
9 5 (18.52%) EPoS
9 5 (18.52%) Microsoft Certification
9 5 (18.52%) CRM
9 5 (18.52%) Data Visualisation
9 5 (18.52%) System Testing
9 5 (18.52%) Hadoop
9 5 (18.52%) Visualisation
10 4 (14.81%) Microsoft Azure
10 4 (14.81%) Git (software)
10 4 (14.81%) Azure SQL Database
10 4 (14.81%) R
10 4 (14.81%) Informatics
10 4 (14.81%) SQL Server Analysis Services
10 4 (14.81%) REST

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 3 (11.11%) Apache Spark
Applications
1 13 (48.15%) Microsoft Excel
2 7 (25.93%) Microsoft Office
3 3 (11.11%) Spreadsheet
4 1 (3.70%) Microsoft PowerPoint
Cloud Services
1 4 (14.81%) Azure Data Factory
1 4 (14.81%) Microsoft Azure
2 1 (3.70%) Veeva
Database & Business Intelligence
1 9 (33.33%) SQL Server
2 8 (29.63%) Power BI
3 5 (18.52%) Hadoop
3 5 (18.52%) OLAP
4 4 (14.81%) Azure SQL Database
4 4 (14.81%) Microsoft Analysis Services
4 4 (14.81%) Relational Database
4 4 (14.81%) SQL Server Analysis Services
4 4 (14.81%) SQL Server Integration Services
4 4 (14.81%) SQL Server Reporting Services
5 3 (11.11%) Apache Hive
5 3 (11.11%) Big Data
5 3 (11.11%) Cloudera CDH
5 3 (11.11%) HBase
5 3 (11.11%) Impala
5 3 (11.11%) Sqoop
6 2 (7.41%) MS Access
6 2 (7.41%) MySQL
7 1 (3.70%) Data Warehouse
7 1 (3.70%) QlikView
Development Applications
1 4 (14.81%) Git (software)
General
1 6 (22.22%) Retail
2 4 (14.81%) Banking
3 3 (11.11%) Finance
4 2 (7.41%) Back Office
4 2 (7.41%) Marketing
5 1 (3.70%) Pharmaceutical
5 1 (3.70%) Telecoms
Job Titles
1 13 (48.15%) Analyst
2 9 (33.33%) Data Analyst
3 7 (25.93%) Developer
4 4 (14.81%) Analytics Developer
4 4 (14.81%) SQL Analyst
5 3 (11.11%) Big Data Engineer
5 3 (11.11%) Data Engineer
5 3 (11.11%) Financial Analyst
5 3 (11.11%) Senior Data Engineer
6 2 (7.41%) Business Analyst
6 2 (7.41%) Customer Analyst
6 2 (7.41%) Excel Analyst
6 2 (7.41%) Hadoop Engineer
6 2 (7.41%) Lead Developer
6 2 (7.41%) Lead PHP Developer
6 2 (7.41%) PHP Developer
6 2 (7.41%) Report Analyst
6 2 (7.41%) Senior Hadoop Engineer
6 2 (7.41%) SQL Data Analyst
6 2 (7.41%) SQL Reporting Analyst
Libraries, Frameworks & Software Standards
1 4 (14.81%) .NET
1 4 (14.81%) D3.js
1 4 (14.81%) HTML
1 4 (14.81%) JSON
1 4 (14.81%) REST
2 3 (11.11%) Kafka
3 2 (7.41%) CakePHP
3 2 (7.41%) CSS
3 2 (7.41%) Symfony
Miscellaneous
1 12 (44.44%) Analytical Skills
2 5 (18.52%) EPoS
2 5 (18.52%) Management Information System
3 3 (11.11%) Self-Motivation
4 2 (7.41%) Enterprise Software
Processes & Methodologies
1 8 (29.63%) Agile Software Development
1 8 (29.63%) Analytics
1 8 (29.63%) Business Intelligence
2 6 (22.22%) Problem-Solving
3 5 (18.52%) CRM
3 5 (18.52%) Data Visualisation
3 5 (18.52%) System Testing
3 5 (18.52%) Visualisation
4 4 (14.81%) Business Analytics
4 4 (14.81%) Data Science
4 4 (14.81%) Informatics
4 4 (14.81%) Performance Tuning
4 4 (14.81%) Process Improvement
5 3 (11.11%) Analytical Thinking
5 3 (11.11%) ETL
5 3 (11.11%) ETL Development
5 3 (11.11%) Functional Programming
5 3 (11.11%) MapReduce
5 3 (11.11%) Scrum
6 2 (7.41%) Project Management
Programming Languages
1 18 (66.67%) SQL
2 6 (22.22%) JavaScript
3 5 (18.52%) VBA
4 4 (14.81%) Python
4 4 (14.81%) R
5 3 (11.11%) Java
5 3 (11.11%) Scala
6 2 (7.41%) PHP
Qualifications
1 5 (18.52%) Microsoft Certification
2 4 (14.81%) Degree
Quality Assurance & Compliance
1 4 (14.81%) Data Quality
2 1 (3.70%) GDPR
System Software
1 3 (11.11%) Apache Flume
Vendors
1 14 (51.85%) Microsoft
2 3 (11.11%) Cloudera
3 1 (3.70%) IBM
3 1 (3.70%) MicroStrategy
3 1 (3.70%) SAP
3 1 (3.70%) Tableau