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 3 months to 29 June 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
South East > Buckinghamshire
3 months to
29 Jun 2017
Same period 2016 Same period 2015
Rank 85 89 106
Rank change year-on-year +4 +17  
Permanent jobs citing Data Analysis 32 26 38
As % of all permanent IT jobs advertised in Buckinghamshire 2.15% 1.77% 1.59%
As % of the Processes & Methodologies category 2.44% 2.07% 1.88%
Number of salaries quoted 29 22 35
Buckinghamshire median annual salary £28,000 £33,000 £40,000
Median salary % change year-on-year -15.15% -17.50%  
10th Percentile £23,500 £28,500 £23,500
90th Percentile £57,500 £63,750 £51,000
South East median annual salary £42,500 £42,500 £38,361
% change year-on-year - +10.79%  

Data Analysis is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Buckinghamshire with a requirement for process and methodology skills.

Process & Methodology Skills
Buckinghamshire
Permanent job vacancies with a requirement for process and methodology skills 1311 1258 2020
As % of all permanent IT job vacancies advertised in Buckinghamshire 88.05% 85.87% 84.52%
Number of salaries quoted 4606 4257 6920
Buckinghamshire median annual salary £45,000 £44,000 £42,500
Median salary % change year-on-year +2.27% +3.52%  
10th Percentile £28,000 £27,500 £27,500
90th Percentile £67,500 £66,250 £63,750
South East median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.55%  

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 3 months to 29 June 2017.

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 3 months to 29 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Milton Keynes -6 14 £33,000 - 5
High Wycombe +22 9 £24,000 -61.60% 2
Aylesbury - 5 £28,000 -
Iver - 2 £55,000 -
Princes Risborough - 1 £39,000 -
Data Analysis
South East

For the 6 months to 29 June 2017, IT jobs citing Data Analysis also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Buckinghamshire region with a requirement for Data Analysis.

1 37 (56.92%) Microsoft Excel
2 26 (40.00%) Business Intelligence
3 24 (36.92%) SQL
4 17 (26.15%) Data Warehouse
4 17 (26.15%) Microsoft
5 15 (23.08%) Microsoft PowerPoint
6 14 (21.54%) Degree
7 13 (20.00%) Mathematics
8 12 (18.46%) Analytical Skills
9 10 (15.38%) Power BI
10 9 (13.85%) MicroStrategy
10 9 (13.85%) Legal
10 9 (13.85%) Publishing
10 9 (13.85%) Stakeholder Management
10 9 (13.85%) Agile Software Development
10 9 (13.85%) Retail
11 8 (12.31%) Marketing
11 8 (12.31%) Finance
11 8 (12.31%) MS Access
11 8 (12.31%) VBA
11 8 (12.31%) Microsoft Office
12 7 (10.77%) Analytics
12 7 (10.77%) Data Quality
12 7 (10.77%) Business Forecasting
12 7 (10.77%) SAS
12 7 (10.77%) Supply Chain Management
12 7 (10.77%) Business Analysis
13 6 (9.23%) Process Management
13 6 (9.23%) SQL Server
13 6 (9.23%) Web Services

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 7 (10.77%) SAS
2 1 (1.54%) Apache
2 1 (1.54%) Apache Spark
Applications
1 37 (56.92%) Microsoft Excel
2 15 (23.08%) Microsoft PowerPoint
3 8 (12.31%) Microsoft Office
4 4 (6.15%) MS Visio
5 2 (3.08%) Microsoft Project
6 1 (1.54%) SPSS
Business Applications
1 1 (1.54%) Cognos Business Intelligence
1 1 (1.54%) SAP ERP
1 1 (1.54%) Unit4 Business World
Cloud Services
1 3 (4.62%) Cloud Computing
1 3 (4.62%) Microsoft Azure
2 1 (1.54%) Amazon AWS
Database & Business Intelligence
1 17 (26.15%) Data Warehouse
2 10 (15.38%) Power BI
3 8 (12.31%) MS Access
4 6 (9.23%) SQL Server
5 5 (7.69%) Big Data
5 5 (7.69%) Hadoop
6 4 (6.15%) SQL Server Reporting Services
7 3 (4.62%) NoSQL
8 2 (3.08%) Base SAS
8 2 (3.08%) MySQL
8 2 (3.08%) OLAP
8 2 (3.08%) OLAP Cube
8 2 (3.08%) QlikView
8 2 (3.08%) SAS Enterprise Guide
8 2 (3.08%) SQL Server 2012
8 2 (3.08%) SQL Server 2014
8 2 (3.08%) SQL Server Analysis Services
8 2 (3.08%) SQL Server Integration Services
9 1 (1.54%) BusinessObjects
9 1 (1.54%) Data Mining
Development Applications
1 1 (1.54%) Git (software)
1 1 (1.54%) Team Foundation Server
General
1 9 (13.85%) Legal
1 9 (13.85%) Publishing
1 9 (13.85%) Retail
2 8 (12.31%) Finance
2 8 (12.31%) Marketing
3 3 (4.62%) Advertising
4 2 (3.08%) Banking
5 1 (1.54%) Aerospace
5 1 (1.54%) Automotive
Job Titles
1 47 (72.31%) Analyst
2 22 (33.85%) Data Analyst
3 14 (21.54%) Excel Analyst
4 11 (16.92%) Junior
4 11 (16.92%) Junior Analyst
5 9 (13.85%) Business Intelligence Analyst
6 8 (12.31%) Business Analyst
6 8 (12.31%) SQL Analyst
7 7 (10.77%) Supply Chain Analyst
8 6 (9.23%) Developer
8 6 (9.23%) SQL Data Analyst
9 4 (6.15%) Architect
9 4 (6.15%) Development Engineer
9 4 (6.15%) Supply Chain Planner
10 3 (4.62%) Applications Support
10 3 (4.62%) Support Analyst
10 3 (4.62%) Systems Architect
11 2 (3.08%) Analyst Developer
11 2 (3.08%) Database Developer
11 2 (3.08%) SAS Analyst
Libraries, Frameworks & Software Standards
1 6 (9.23%) Web Services
2 5 (7.69%) OpenGL
2 5 (7.69%) Qt
3 2 (3.08%) .NET
3 2 (3.08%) RESTful
4 1 (1.54%) AngularJS
4 1 (1.54%) Django
4 1 (1.54%) HTML
4 1 (1.54%) Kafka
Miscellaneous
1 12 (18.46%) Analytical Skills
2 5 (7.69%) Management Information System
3 3 (4.62%) Computer Science
3 3 (4.62%) Credit Risk
4 2 (3.08%) Driving Licence
5 1 (1.54%) 3D Graphics
5 1 (1.54%) Graphic Design
Operating Systems
1 1 (1.54%) Linux
1 1 (1.54%) Windows
Processes & Methodologies
1 26 (40.00%) Business Intelligence
2 13 (20.00%) Mathematics
3 9 (13.85%) Agile Software Development
3 9 (13.85%) Stakeholder Management
4 7 (10.77%) Analytics
4 7 (10.77%) Business Analysis
4 7 (10.77%) Business Forecasting
4 7 (10.77%) Supply Chain Management
5 6 (9.23%) Process Management
5 6 (9.23%) Test Scripting
6 5 (7.69%) Data Visualisation
6 5 (7.69%) Visualisation
7 4 (6.15%) Finite Element Analysis
7 4 (6.15%) Software Engineering
7 4 (6.15%) Validation
8 3 (4.62%) Data Architecture
8 3 (4.62%) ETL
8 3 (4.62%) Logistics
8 3 (4.62%) Scrum
8 3 (4.62%) SOA
Programming Languages
1 24 (36.92%) SQL
2 8 (12.31%) VBA
3 6 (9.23%) Python
4 5 (7.69%) C++
5 4 (6.15%) Perl
5 4 (6.15%) PL/SQL
5 4 (6.15%) T-SQL
6 2 (3.08%) Java
6 2 (3.08%) Scala
6 2 (3.08%) VB
6 2 (3.08%) VB.NET
7 1 (1.54%) MATLAB
7 1 (1.54%) R
Qualifications
1 14 (21.54%) Degree
2 1 (1.54%) PhD
2 1 (1.54%) SC Cleared
2 1 (1.54%) Security Cleared
Quality Assurance & Compliance
1 7 (10.77%) Data Quality
2 2 (3.08%) QA
System Software
1 1 (1.54%) Apache Flume
Vendors
1 17 (26.15%) Microsoft
2 9 (13.85%) MicroStrategy
3 2 (3.08%) SAP
4 1 (1.54%) Cloudera
4 1 (1.54%) Cognos
4 1 (1.54%) Genesys
4 1 (1.54%) Oracle
4 1 (1.54%) Tableau
4 1 (1.54%) Teradata
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