Period
to 23 September 2018

The following table provides summary statistics for permanent job vacancies advertised in Fareham 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 23 September 2018 with a comparison to the same period in the previous 2 years.

Big Data
Hampshire > Fareham
6 months to
23 Sep 2018
Same period 2017 Same period 2016
Rank 37 35 73
Rank change year-on-year -2 +38 -2
Permanent jobs citing Big Data 19 22 6
As % of all permanent IT jobs advertised in Fareham 4.49% 5.29% 1.00%
As % of the Database & Business Intelligence category 14.39% 18.03% 2.82%
Number of salaries quoted 13 26 6
Fareham median annual salary £45,000 £42,500 £51,000
Median salary % change year-on-year +5.88% -16.67% -
10th Percentile £37,500 £25,625 £34,375
90th Percentile £65,050 £55,000 £57,250
Hampshire median annual salary £57,500 £55,000 £50,000
% change year-on-year +4.55% +10.00% -4.76%

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 Fareham with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Fareham
Permanent vacancies with a requirement for database or business intelligence skills 132 122 213
As % of all permanent IT jobs advertised in Fareham 31.21% 29.33% 35.56%
Number of salaries quoted 113 105 200
Fareham median annual salary £47,500 £37,500 £37,500
Median salary % change year-on-year +26.67% - +7.14%
10th Percentile £32,500 £23,050 £23,650
90th Percentile £77,500 £54,000 £52,500
Hampshire median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -

Big Data
Job Vacancy Trend in Fareham

Job postings citing Big Data as a percentage of all IT jobs advertised in Fareham.

Job vacancy trend for Big Data in Fareham

Big Data
Salary Trend in Fareham

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

Salary trend for Big Data in Fareham

Big Data
Salary Histogram in Fareham

The salary distribution of IT jobs citing Big Data in Fareham over the 6 months to 23 September 2018.

Salary histogram for Big Data in Fareham

For the 6 months to 23 September 2018, 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 Fareham region with a requirement for Big Data.

1 13 (68.42%) Agile Software Development
2 11 (57.89%) Data Science
3 8 (42.11%) SQL
3 8 (42.11%) Enterprise Architecture
3 8 (42.11%) Hadoop
3 8 (42.11%) Machine Learning
4 7 (36.84%) jQuery
4 7 (36.84%) JavaScript
4 7 (36.84%) TOGAF
5 6 (31.58%) Data Analysis
5 6 (31.58%) HTML
5 6 (31.58%) Python
5 6 (31.58%) CSS
5 6 (31.58%) Data Architecture
5 6 (31.58%) Git (software)
5 6 (31.58%) Data Strategy
6 5 (26.32%) User Experience
6 5 (26.32%) Big Data Analytics
6 5 (26.32%) Data Analytics
6 5 (26.32%) Analytics
7 4 (21.05%) C#
7 4 (21.05%) Test Automation
7 4 (21.05%) NoSQL
7 4 (21.05%) Selenium
7 4 (21.05%) TDD
7 4 (21.05%) Hortonworks
7 4 (21.05%) Cloudera
7 4 (21.05%) Problem-Solving
7 4 (21.05%) Docker
8 3 (15.79%) Acceptance Criteria

Big Data
Co-occurring IT Skills in Fareham 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:

Cloud Services
1 3 (15.79%) Amazon AWS
1 3 (15.79%) Microsoft Azure
1 3 (15.79%) SaaS
2 2 (10.53%) Google Cloud Platform
Database & Business Intelligence
1 8 (42.11%) Hadoop
2 4 (21.05%) NoSQL
3 1 (5.26%) SQL Server
Development Applications
1 6 (31.58%) Git (software)
2 4 (21.05%) Selenium
3 3 (15.79%) Jenkins
3 3 (15.79%) JIRA
4 1 (5.26%) WebDriver
Job Titles
1 9 (47.37%) Architect
2 7 (36.84%) Solutions Architect
3 6 (31.58%) Big Data Architect
3 6 (31.58%) Data Architect
4 5 (26.32%) Big Data Solutions Architect
4 5 (26.32%) Developer
5 3 (15.79%) Python Developer
5 3 (15.79%) Software Tester
5 3 (15.79%) Tester
5 3 (15.79%) TOGAF Architect
6 2 (10.53%) Data Scientist
7 1 (5.26%) Agile Developer
7 1 (5.26%) Data Engineer
7 1 (5.26%) Oracle Architect
7 1 (5.26%) Senior Agile Developer
7 1 (5.26%) Senior Data Engineer
7 1 (5.26%) Senior Developer
7 1 (5.26%) Senior Hadoop Engineer
7 1 (5.26%) SQL Server Architect
7 1 (5.26%) Strategy Architect
Libraries, Frameworks & Software Standards
1 7 (36.84%) jQuery
2 6 (31.58%) CSS
2 6 (31.58%) HTML
3 3 (15.79%) AngularJS
3 3 (15.79%) Django
3 3 (15.79%) React
4 1 (5.26%) .NET
4 1 (5.26%) ASP.NET
Miscellaneous
1 5 (26.32%) User Experience
2 3 (15.79%) Analytical Skills
3 2 (10.53%) Computer Science
4 1 (5.26%) e-Learning
Operating Systems
1 3 (15.79%) Linux
1 3 (15.79%) Windows
Processes & Methodologies
1 13 (68.42%) Agile Software Development
2 11 (57.89%) Data Science
3 8 (42.11%) Enterprise Architecture
3 8 (42.11%) Machine Learning
4 7 (36.84%) TOGAF
5 6 (31.58%) Data Analysis
5 6 (31.58%) Data Architecture
5 6 (31.58%) Data Strategy
6 5 (26.32%) Analytics
6 5 (26.32%) Big Data Analytics
6 5 (26.32%) Data Analytics
7 4 (21.05%) Problem-Solving
7 4 (21.05%) TDD
7 4 (21.05%) Test Automation
8 3 (15.79%) BDD
8 3 (15.79%) Data Management
8 3 (15.79%) Microservices
8 3 (15.79%) Process Improvement
8 3 (15.79%) Responsive Web Design
8 3 (15.79%) SDLC
Programming Languages
1 8 (42.11%) SQL
2 7 (36.84%) JavaScript
3 6 (31.58%) Python
4 4 (21.05%) C#
5 2 (10.53%) R
6 1 (5.26%) F#
6 1 (5.26%) PHP
6 1 (5.26%) Ruby
6 1 (5.26%) T-SQL
Qualifications
1 3 (15.79%) ISTQB
2 2 (10.53%) Computer Science Degree
2 2 (10.53%) Degree
3 1 (5.26%) PhD
Quality Assurance & Compliance
1 1 (5.26%) QA
System Software
1 4 (21.05%) Docker
Systems Management
1 3 (15.79%) Kubernetes
Vendors
1 4 (21.05%) Cloudera
1 4 (21.05%) Hortonworks
2 3 (15.79%) Oracle