The following table provides summary statistics for permanent job vacancies advertised in Bedfordshire 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 27 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
27 Mar 2017
Same period 2016 Same period 2015
Data Analysis
East of England / Bedfordshire
Rank 62 83 85
Rank change year-on-year +21 +2  
Permanent jobs citing Data Analysis 6 4 7
As % of all permanent IT jobs advertised in Bedfordshire 0.93% 0.49% 0.62%
As % of the Processes & Methodologies category 1.03% 0.53% 0.71%
Number of salaries quoted 3 4 4
Median salary £37,000 £45,750 £70,750
Median salary % change year-on-year -19.12% -35.33%  
90% offered a salary of more than £27,800 £27,500 £57,500
10% offered a salary of more than £37,400 £50,000 £84,000
UK excluding London median salary £40,000 £40,000 £37,500
% change year-on-year - +6.66%  

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 Bedfordshire with a requirement for process and methodology skills.

Process & Methodology Skills
Bedfordshire
Permanent job vacancies with a requirement for process and methodology skills 580 758 992
As % of all permanent IT job vacancies advertised in Bedfordshire 89.64% 93.23% 87.94%
Number of salaries quoted 429 614 736
Median salary £47,500 £50,000 £45,500
Median salary % change year-on-year -5.00% +9.89%  
90% offered a salary of more than £30,000 £37,500 £32,000
10% offered a salary of more than £67,500 £75,000 £75,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Analysis
Job Vacancy Trend in Bedfordshire

The job posting trend of jobs advertised in Bedfordshire citing Data Analysis as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Analysis in Bedfordshire

Data Analysis
Salary Trend in Bedfordshire

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

Salary trend for Data Analysis in Bedfordshire

Data Analysis
Job Locations in Bedfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analysis within the Bedfordshire region over the 3 months to 27 March 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
Luton - 2 £37,500 -
Data Analysis
East of England

Data Analysis
Top 30 Related IT Skills in Bedfordshire

For the 6 months to 27 March 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 Bedfordshire region with a requirement for Data Analysis.

1 8 (80.00%) SQL Server Reporting Services
2 7 (70.00%) Business Intelligence
2 7 (70.00%) Microsoft
2 7 (70.00%) SQL Server Integration Services
2 7 (70.00%) SQL Server Analysis Services
3 6 (60.00%) SQL Server 2008
3 6 (60.00%) SQL Server
3 6 (60.00%) MS Excel
4 5 (50.00%) SQL
4 5 (50.00%) T-SQL
4 5 (50.00%) ETL
4 5 (50.00%) Power BI
5 4 (40.00%) Data Warehouse
6 3 (30.00%) Data Modelling
6 3 (30.00%) Data Mining
6 3 (30.00%) Dimensional Modelling
6 3 (30.00%) Relational Database
6 3 (30.00%) Analytical Skills
6 3 (30.00%) QlikView
7 2 (20.00%) System Testing
7 2 (20.00%) Degree
7 2 (20.00%) Change Control
7 2 (20.00%) Analytics
7 2 (20.00%) Service Delivery
7 2 (20.00%) Management Information System
7 2 (20.00%) ITIL
8 1 (10.00%) Performance Optimisation
8 1 (10.00%) Unix
8 1 (10.00%) Linux
8 1 (10.00%) Python

Data Analysis
Top Related IT Skills in Bedfordshire 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:

Applications
1 6 (60.00%) MS Excel
Business Applications
1 1 (10.00%) Dynamics AX
1 1 (10.00%) Dynamics NAV
1 1 (10.00%) Oracle Applications
Cloud Services
1 1 (10.00%) Adobe Analytics
1 1 (10.00%) Google Analytics
Database & Business Intelligence
1 8 (80.00%) SQL Server Reporting Services
2 7 (70.00%) SQL Server Analysis Services
2 7 (70.00%) SQL Server Integration Services
3 6 (60.00%) SQL Server
3 6 (60.00%) SQL Server 2008
4 5 (50.00%) Power BI
5 4 (40.00%) Data Warehouse
6 3 (30.00%) Data Mining
6 3 (30.00%) QlikView
6 3 (30.00%) Relational Database
7 1 (10.00%) Apache Hive
7 1 (10.00%) Big Data
7 1 (10.00%) Geospatial Data
7 1 (10.00%) GIS
7 1 (10.00%) Hadoop
7 1 (10.00%) Impala
7 1 (10.00%) OLAP
7 1 (10.00%) Oracle OLAP
7 1 (10.00%) Sqoop
General
1 1 (10.00%) Finance
1 1 (10.00%) Marketing
Job Titles
1 7 (70.00%) Analyst
2 5 (50.00%) Business Intelligence Analyst
3 3 (30.00%) SQL Analyst
4 2 (20.00%) Report Analyst
4 2 (20.00%) SQL Reporting Analyst
4 2 (20.00%) SQL Support Analyst
4 2 (20.00%) Support Analyst
5 1 (10.00%) Business Information Analyst
5 1 (10.00%) Business Intelligence Support Analyst
5 1 (10.00%) Business Systems Analyst
5 1 (10.00%) Database Analyst
5 1 (10.00%) Developer
5 1 (10.00%) E-Commerce Executive
5 1 (10.00%) GIS Developer
5 1 (10.00%) Information Analyst
5 1 (10.00%) Information Systems Analyst
5 1 (10.00%) Junior
5 1 (10.00%) Junior Analyst
5 1 (10.00%) SEO Executive
5 1 (10.00%) Systems Analyst
Miscellaneous
1 3 (30.00%) Analytical Skills
2 2 (20.00%) Management Information System
3 1 (10.00%) Algorithms
3 1 (10.00%) Computer Science
Operating Systems
1 1 (10.00%) Linux
1 1 (10.00%) Unix
Processes & Methodologies
1 7 (70.00%) Business Intelligence
2 5 (50.00%) ETL
3 3 (30.00%) Data Modelling
3 3 (30.00%) Dimensional Modelling
4 2 (20.00%) Analytics
4 2 (20.00%) Change Control
4 2 (20.00%) ITIL
4 2 (20.00%) Service Delivery
4 2 (20.00%) System Testing
5 1 (10.00%) Complexity Analysis
5 1 (10.00%) Data Mapping
5 1 (10.00%) E-Commerce
5 1 (10.00%) Network Planning
5 1 (10.00%) Online Marketing
5 1 (10.00%) Performance Optimisation
5 1 (10.00%) Project Planning
5 1 (10.00%) Reverse Engineering
5 1 (10.00%) SEO
5 1 (10.00%) Software Testing
5 1 (10.00%) Wireframes
Programming Languages
1 5 (50.00%) SQL
1 5 (50.00%) T-SQL
2 1 (10.00%) C
2 1 (10.00%) C++
2 1 (10.00%) Python
Qualifications
1 2 (20.00%) Degree
Systems Management
1 1 (10.00%) Oozie
Vendors
1 7 (70.00%) Microsoft
2 1 (10.00%) Google
2 1 (10.00%) JD Edwards
2 1 (10.00%) Oracle
2 1 (10.00%) SAP