Period
to 31 May 2020

The following table provides summary statistics for permanent job vacancies advertised in Somerset with a requirement for Big Data skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data over the 6 months to 31 May 2020 with a comparison to the same period in the previous 2 years.

Big Data
South West > Somerset
6 months to
31 May 2020
Same period 2019 Same period 2018
Rank 64 48 76
Rank change year-on-year -16 +28 +8
Permanent jobs citing Big Data 9 43 19
As % of all permanent jobs advertised in Somerset 1.50% 4.93% 1.93%
As % of the Database & Business Intelligence category 5.17% 14.10% 4.90%
Number of salaries quoted 6 47 18
Median annual salary £75,500 £38,187 £41,626
Median salary % change year-on-year +97.71% -8.26% +4.07%
10th Percentile £65,000 £31,250 £30,000
90th Percentile £92,500 £52,500 £64,625
South West median annual salary £55,000 £50,000 £55,000
% change year-on-year +10.00% -9.09% -

Big Data is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Somerset with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Somerset
Permanent vacancies with a requirement for database or business intelligence skills 174 305 388
As % of all permanent IT jobs advertised in Somerset 29.05% 34.94% 39.51%
Number of salaries quoted 148 229 318
Median annual salary £50,000 £40,000 £40,000
Median salary % change year-on-year +25.00% - -
10th Percentile £28,750 £31,000 £30,000
90th Percentile £71,625 £68,750 £57,500
South West median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +6.25%

Big Data
Job Vacancy Trend in Somerset

Job postings citing Big Data as a proportion of all IT jobs advertised in Somerset.

Job vacancy trend for Big Data in Somerset

Big Data
Salary Trend in Somerset

3-month moving average salary quoted in jobs citing Big Data in Somerset.

Salary trend for Big Data in Somerset

Big Data
Salary Histogram in Somerset

Salary distribution for jobs citing Big Data in Somerset over the 6 months to 31 May 2020.

Salary histogram for Big Data in Somerset

Big Data
Job Locations in Somerset

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data within the Somerset region over the 6 months to 31 May 2020. 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
Yeovil -7 5 - -
Bath - 3 £72,750 -
Street +3 1 £85,000 -5.56%
Big Data
South West

For the 6 months to 31 May 2020, IT jobs citing Big Data 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 Somerset region with a requirement for Big Data.

1 9 (100.00%) Java
2 8 (88.89%) SQL
2 8 (88.89%) Python
3 7 (77.78%) ETL
3 7 (77.78%) Software Engineering
4 5 (55.56%) Eclipse
4 5 (55.56%) Apache
4 5 (55.56%) Middleware
4 5 (55.56%) JSP
4 5 (55.56%) CSS
4 5 (55.56%) C#
4 5 (55.56%) C++
4 5 (55.56%) HTML
4 5 (55.56%) Degree
4 5 (55.56%) Eclipse RCP
4 5 (55.56%) Machine Learning
4 5 (55.56%) Analytics
5 4 (44.44%) Business Analytics
5 4 (44.44%) SDLC
5 4 (44.44%) Unit Testing
5 4 (44.44%) Windows
5 4 (44.44%) Linux
5 4 (44.44%) UML
5 4 (44.44%) OO
5 4 (44.44%) OOD
5 4 (44.44%) Business Intelligence
6 3 (33.33%) PostgreSQL
6 3 (33.33%) Military
6 3 (33.33%) Agile Software Development
6 3 (33.33%) Data Warehouse

Big Data
Co-occurring IT Skills in Somerset 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 5 (55.56%) Apache
2 3 (33.33%) Tornado
Cloud Services
1 1 (11.11%) AWS
1 1 (11.11%) SaaS
Database & Business Intelligence
1 3 (33.33%) Amazon Redshift
1 3 (33.33%) Data Warehouse
1 3 (33.33%) PostgreSQL
2 1 (11.11%) RDBMS
2 1 (11.11%) Relational Database
2 1 (11.11%) SQL Server
Development Applications
1 5 (55.56%) Eclipse
1 5 (55.56%) Eclipse RCP
General
1 3 (33.33%) Marketing
1 3 (33.33%) Military
2 2 (22.22%) Aerospace
3 1 (11.11%) Public Sector
Job Titles
1 6 (66.67%) Software Engineer
2 3 (33.33%) Data Engineer
2 3 (33.33%) Senior Software Engineer
3 2 (22.22%) Senior Data Engineer
4 1 (11.11%) Junior
4 1 (11.11%) Junior Software Engineer
4 1 (11.11%) Lead Software Engineer
Libraries, Frameworks & Software Standards
1 5 (55.56%) CSS
1 5 (55.56%) HTML
1 5 (55.56%) JSP
1 5 (55.56%) Middleware
2 1 (11.11%) Hibernate
2 1 (11.11%) JDBC
2 1 (11.11%) JSON
2 1 (11.11%) RESTful
2 1 (11.11%) SOAP
Operating Systems
1 4 (44.44%) Linux
1 4 (44.44%) Windows
Processes & Methodologies
1 7 (77.78%) ETL
1 7 (77.78%) Software Engineering
2 5 (55.56%) Analytics
2 5 (55.56%) Machine Learning
3 4 (44.44%) Business Analytics
3 4 (44.44%) Business Intelligence
3 4 (44.44%) OO
3 4 (44.44%) OOD
3 4 (44.44%) SDLC
3 4 (44.44%) UML
3 4 (44.44%) Unit Testing
4 3 (33.33%) Actionable Insight
4 3 (33.33%) Agile Software Development
4 3 (33.33%) Data Analysis
4 3 (33.33%) Mathematics
5 2 (22.22%) Time Management
6 1 (11.11%) Decision-Making
6 1 (11.11%) Kanban
6 1 (11.11%) Product Roadmap
6 1 (11.11%) TDD
Programming Languages
1 9 (100.00%) Java
2 8 (88.89%) Python
2 8 (88.89%) SQL
3 5 (55.56%) C#
3 5 (55.56%) C++
4 3 (33.33%) Go
4 3 (33.33%) JavaScript
4 3 (33.33%) Ruby
Qualifications
1 5 (55.56%) Degree
2 3 (33.33%) Numerate Degree
3 2 (22.22%) Security Cleared
System Software
1 1 (11.11%) Docker
Vendors
1 3 (33.33%) Marketo
1 3 (33.33%) Salesforce.com
2 1 (11.11%) Capita
2 1 (11.11%) Sybase