Period
to 16 January 2019

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 16 January 2019 with a comparison to the same period in the previous 2 years.

Big Data
Hampshire > Fareham
6 months to
16 Jan 2019
Same period 2018 Same period 2017
Rank 40 46 65
Rank change year-on-year +6 +19 -
Permanent jobs citing Big Data 24 30 6
As % of all permanent IT jobs advertised in Fareham 5.13% 5.31% 1.11%
As % of the Database & Business Intelligence category 14.46% 20.69% 3.73%
Number of salaries quoted 13 42 5
Fareham median annual salary £45,000 £42,500 £52,000
Median salary % change year-on-year +5.88% -18.27% -
10th Percentile £37,500 £38,750 £40,750
90th Percentile £63,750 £46,250 £57,800
Hampshire median annual salary £55,000 £45,000 £50,000
% change year-on-year +22.22% -10.00% -

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 166 145 161
As % of all permanent IT jobs advertised in Fareham 35.47% 25.66% 29.70%
Number of salaries quoted 146 136 146
Fareham median annual salary £55,000 £35,000 £37,500
Median salary % change year-on-year +57.14% -6.67% -
10th Percentile £32,500 £24,875 £26,063
90th Percentile £77,500 £52,500 £53,500
Hampshire median annual salary £45,000 £40,000 £40,000
% change year-on-year +12.50% - -4.02%

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 16 January 2019.

Salary histogram for Big Data in Fareham

For the 6 months to 16 January 2019, 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 15 (62.50%) Agile Software Development
2 14 (58.33%) SQL
2 14 (58.33%) Data Science
3 11 (45.83%) CSS
3 11 (45.83%) HTML
3 11 (45.83%) JavaScript
3 11 (45.83%) Analytics
4 10 (41.67%) Python
4 10 (41.67%) jQuery
4 10 (41.67%) Git (software)
5 9 (37.50%) Data Analysis
6 8 (33.33%) Hadoop
7 7 (29.17%) TDD
7 7 (29.17%) AngularJS
8 6 (25.00%) Docker
8 6 (25.00%) Kubernetes
8 6 (25.00%) React
8 6 (25.00%) Artificial Intelligence
8 6 (25.00%) Web Design
8 6 (25.00%) Windows
8 6 (25.00%) Linux
8 6 (25.00%) Process Improvement
8 6 (25.00%) Big Data Analytics
8 6 (25.00%) Machine Learning
8 6 (25.00%) Responsive Web Design
8 6 (25.00%) Data Analytics
8 6 (25.00%) Django
8 6 (25.00%) JIRA
9 5 (20.83%) SQL Server Integration Services
9 5 (20.83%) Enterprise Architecture

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 5 (20.83%) Microsoft Azure
Database & Business Intelligence
1 8 (33.33%) Hadoop
2 5 (20.83%) Data Lake
2 5 (20.83%) SQL Server Integration Services
3 2 (8.33%) Apache Hive
4 1 (4.17%) MySQL
4 1 (4.17%) NoSQL
4 1 (4.17%) PostgreSQL
Development Applications
1 10 (41.67%) Git (software)
2 6 (25.00%) JIRA
3 4 (16.67%) Jenkins
3 4 (16.67%) Selenium
4 1 (4.17%) Capybara
4 1 (4.17%) Jasmine
4 1 (4.17%) RSpec
Job Titles
1 12 (50.00%) Developer
2 6 (25.00%) Python Developer
3 5 (20.83%) Analyst
3 5 (20.83%) Analyst Developer
3 5 (20.83%) Architect
3 5 (20.83%) Big Data Architect
3 5 (20.83%) Data Architect
3 5 (20.83%) Developer Analyst
4 4 (16.67%) Software Tester
4 4 (16.67%) Tester
5 3 (12.50%) Big Data Engineer
5 3 (12.50%) Big Data Solutions Architect
5 3 (12.50%) Data Engineer
5 3 (12.50%) Solutions Architect
6 2 (8.33%) Hadoop Engineer
6 2 (8.33%) TOGAF Architect
7 1 (4.17%) HTML CSS Developer
7 1 (4.17%) Senior Data Engineer
7 1 (4.17%) Senior Hadoop Engineer
7 1 (4.17%) Strategy Architect
Libraries, Frameworks & Software Standards
1 11 (45.83%) CSS
1 11 (45.83%) HTML
2 10 (41.67%) jQuery
3 7 (29.17%) AngularJS
4 6 (25.00%) Django
4 6 (25.00%) React
5 2 (8.33%) Apache NiFi
5 2 (8.33%) Kafka
6 1 (4.17%) RESTful
6 1 (4.17%) Ruby on Rails
Miscellaneous
1 4 (16.67%) Analytical Skills
1 4 (16.67%) User Experience
2 3 (12.50%) Greenfield Project
Operating Systems
1 6 (25.00%) Linux
1 6 (25.00%) Windows
Processes & Methodologies
1 15 (62.50%) Agile Software Development
2 14 (58.33%) Data Science
3 11 (45.83%) Analytics
4 9 (37.50%) Data Analysis
5 7 (29.17%) TDD
6 6 (25.00%) Artificial Intelligence
6 6 (25.00%) Big Data Analytics
6 6 (25.00%) Data Analytics
6 6 (25.00%) Machine Learning
6 6 (25.00%) Process Improvement
6 6 (25.00%) Responsive Web Design
6 6 (25.00%) Web Design
7 5 (20.83%) Continuous Integration
7 5 (20.83%) Data Architecture
7 5 (20.83%) Data Strategy
7 5 (20.83%) Enterprise Architecture
7 5 (20.83%) Performance Improvement
7 5 (20.83%) TOGAF
8 4 (16.67%) Acceptance Criteria
8 4 (16.67%) Problem-Solving
Programming Languages
1 14 (58.33%) SQL
2 11 (45.83%) JavaScript
3 10 (41.67%) Python
4 5 (20.83%) C#
4 5 (20.83%) C++
5 1 (4.17%) Ruby
5 1 (4.17%) Shell Script
Qualifications
1 5 (20.83%) Degree
2 4 (16.67%) ISTQB
System Software
1 6 (25.00%) Docker
Systems Management
1 6 (25.00%) Kubernetes
Vendors
1 5 (20.83%) Cloudera
1 5 (20.83%) Hortonworks
2 3 (12.50%) Oracle