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 24 June 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
East of England / Bedfordshire
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 61 78 82
Rank change year-on-year +17 +4  
Permanent jobs citing Data Analysis 7 10 16
As % of all permanent IT jobs advertised in Bedfordshire 1.20% 1.09% 1.45%
As % of the Processes & Methodologies category 1.29% 1.18% 1.63%
Number of salaries quoted 5 10 13
Median salary £50,000 £43,500 £47,500
Median salary % change year-on-year +14.94% -8.42%  
90% offered a salary of more than £42,500 £21,500 £43,000
10% offered a salary of more than £56,100 £44,600 £50,000
UK excluding London median salary £39,000 £40,000 £37,500
% change year-on-year -2.50% +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 541 844 982
As % of all permanent IT job vacancies advertised in Bedfordshire 92.80% 92.14% 88.95%
Number of salaries quoted 414 756 821
Median salary £47,500 £50,000 £47,500
Median salary % change year-on-year -5.00% +5.26%  
90% offered a salary of more than £35,000 £37,500 £32,500
10% offered a salary of more than £60,000 £72,500 £72,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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
Salary Histogram in Bedfordshire

The salary distribution of IT jobs citing Data Analysis in Bedfordshire over the 3 months to 24 June 2017.

Salary histogram 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 24 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
Luton +8 3 £42,500 -3.40%
Data Analysis
East of England

For the 6 months to 24 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 Bedfordshire region with a requirement for Data Analysis.

1 9 (69.23%) Business Intelligence
1 9 (69.23%) SQL
2 8 (61.54%) Analytics
3 7 (53.85%) SQL Server
3 7 (53.85%) SQL Server Reporting Services
3 7 (53.85%) SQL Server Integration Services
3 7 (53.85%) SQL Server Analysis Services
3 7 (53.85%) SQL Server 2008
4 6 (46.15%) T-SQL
4 6 (46.15%) ETL
4 6 (46.15%) Power BI
5 5 (38.46%) Microsoft Excel
5 5 (38.46%) Data Warehouse
6 4 (30.77%) Oracle OLAP
6 4 (30.77%) Hadoop
6 4 (30.77%) Apache Hive
6 4 (30.77%) Big Data
6 4 (30.77%) Data Modelling
6 4 (30.77%) Data Mining
6 4 (30.77%) CRM
6 4 (30.77%) OLAP
6 4 (30.77%) Oracle
6 4 (30.77%) Oracle Applications
6 4 (30.77%) Sqoop
6 4 (30.77%) Oozie
6 4 (30.77%) Impala
6 4 (30.77%) Performance Optimisation
7 3 (23.08%) Matrix Organization
7 3 (23.08%) Relational Database
7 3 (23.08%) MS Visio

Data Analysis
Co-occurring 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 5 (38.46%) Microsoft Excel
2 3 (23.08%) Microsoft PowerPoint
2 3 (23.08%) MS Visio
Business Applications
1 4 (30.77%) Oracle Applications
2 1 (7.69%) Dynamics AX
2 1 (7.69%) Dynamics NAV
Cloud Services
1 1 (7.69%) Adobe Analytics
1 1 (7.69%) Google Analytics
Database & Business Intelligence
1 7 (53.85%) SQL Server
1 7 (53.85%) SQL Server 2008
1 7 (53.85%) SQL Server Analysis Services
1 7 (53.85%) SQL Server Integration Services
1 7 (53.85%) SQL Server Reporting Services
2 6 (46.15%) Power BI
3 5 (38.46%) Data Warehouse
4 4 (30.77%) Apache Hive
4 4 (30.77%) Big Data
4 4 (30.77%) Data Mining
4 4 (30.77%) Hadoop
4 4 (30.77%) Impala
4 4 (30.77%) OLAP
4 4 (30.77%) Oracle OLAP
4 4 (30.77%) Sqoop
5 3 (23.08%) Relational Database
6 1 (7.69%) Geospatial Data
6 1 (7.69%) GIS
6 1 (7.69%) QlikView
General
1 1 (7.69%) Finance
1 1 (7.69%) Marketing
Job Titles
1 10 (76.92%) Analyst
2 6 (46.15%) SQL Analyst
3 5 (38.46%) Business Intelligence Analyst
4 3 (23.08%) Data Analyst
5 2 (15.38%) Big Data Analyst
5 2 (15.38%) Business Information Analyst
5 2 (15.38%) Business Systems Analyst
5 2 (15.38%) Information Analyst
5 2 (15.38%) Information Systems Analyst
5 2 (15.38%) Report Analyst
5 2 (15.38%) SQL Data Analyst
5 2 (15.38%) SQL Reporting Analyst
5 2 (15.38%) SQL Support Analyst
5 2 (15.38%) Support Analyst
5 2 (15.38%) Systems Analyst
6 1 (7.69%) Business Intelligence Data Analyst
6 1 (7.69%) Business Intelligence Support Analyst
6 1 (7.69%) E-Commerce Executive
6 1 (7.69%) OLAP Analyst
6 1 (7.69%) SEO Executive
Miscellaneous
1 2 (15.38%) Analytical Skills
1 2 (15.38%) Management Information System
2 1 (7.69%) Algorithms
2 1 (7.69%) Computer Science
Operating Systems
1 1 (7.69%) Linux
1 1 (7.69%) Unix
Processes & Methodologies
1 9 (69.23%) Business Intelligence
2 8 (61.54%) Analytics
3 6 (46.15%) ETL
4 4 (30.77%) CRM
4 4 (30.77%) Data Modelling
4 4 (30.77%) Performance Optimisation
5 3 (23.08%) Business Analysis
5 3 (23.08%) Matrix Organization
6 2 (15.38%) Change Control
6 2 (15.38%) Data Analytics
6 2 (15.38%) ITIL
6 2 (15.38%) Service Delivery
6 2 (15.38%) System Testing
7 1 (7.69%) Data Mapping
7 1 (7.69%) Dimensional Modelling
7 1 (7.69%) Network Planning
7 1 (7.69%) Online Marketing
7 1 (7.69%) PLM
7 1 (7.69%) Reverse Engineering
7 1 (7.69%) SEO
Programming Languages
1 9 (69.23%) SQL
2 6 (46.15%) T-SQL
3 1 (7.69%) C
3 1 (7.69%) C++
3 1 (7.69%) Python
Qualifications
1 2 (15.38%) Degree
Quality Assurance & Compliance
1 3 (23.08%) Data Quality
Systems Management
1 4 (30.77%) Oozie
Vendors
1 4 (30.77%) Oracle
2 3 (23.08%) Microsoft
3 1 (7.69%) Google
3 1 (7.69%) JD Edwards
3 1 (7.69%) SAP