Period
to 19 November 2017

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 19 November 2017 with a comparison to the same period in the previous 2 years.

Big Data
Hampshire > Fareham
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 42 68 -
Rank change year-on-year +26 - -
Permanent jobs citing Big Data 27 7 0
As % of all permanent IT jobs advertised in Fareham 5.64% 1.20% -
As % of the Database & Business Intelligence category 20.30% 3.65% -
Number of salaries quoted 37 6 0
Fareham median annual salary £42,500 £51,000 -
Median salary % change year-on-year -16.67% - -
Hampshire median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +11.11%

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 133 192 206
As % of all permanent IT jobs advertised in Fareham 27.77% 32.88% 39.69%
Number of salaries quoted 126 180 186
Fareham median annual salary £37,500 £38,500 £37,500
Median salary % change year-on-year -2.60% +2.67% +25.00%
10th Percentile £24,750 £26,125 £20,750
90th Percentile £55,349 £54,575 £58,750
Hampshire median annual salary £42,500 £40,000 £41,500
% change year-on-year +6.25% -3.61% +3.75%

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 19 November 2017.

Salary histogram for Big Data in Fareham

For the 6 months to 19 November 2017, IT jobs citing Big Data 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 Fareham region with a requirement for Big Data.

1 27 (100.00%) Python
1 27 (100.00%) Data Analysis
2 24 (88.89%) SQL
3 22 (81.48%) Agile Software Development
3 22 (81.48%) Django
3 22 (81.48%) Git (software)
3 22 (81.48%) Data Analytics
3 22 (81.48%) Analytics
4 21 (77.78%) Apache Spark
4 21 (77.78%) CSS
4 21 (77.78%) JavaScript
5 19 (70.37%) HTML
5 19 (70.37%) Windows
5 19 (70.37%) Linux
5 19 (70.37%) jQuery
5 19 (70.37%) Continuous Integration
5 19 (70.37%) JIRA
5 19 (70.37%) Big Data Analytics
5 19 (70.37%) Microsoft Azure
5 19 (70.37%) Amazon AWS
6 16 (59.26%) Responsive Web Design
6 16 (59.26%) Front End Development
6 16 (59.26%) Elasticsearch
6 16 (59.26%) PostgreSQL
6 16 (59.26%) Web Design
6 16 (59.26%) Workload Management
7 9 (33.33%) Mentoring
8 6 (22.22%) TDD
9 5 (18.52%) Statistics
9 5 (18.52%) Algorithms

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:

Application Platforms
1 21 (77.78%) Apache Spark
2 16 (59.26%) Elasticsearch
Cloud Services
1 19 (70.37%) Amazon AWS
1 19 (70.37%) Microsoft Azure
Communications & Networking
1 1 (3.70%) SMS
Database & Business Intelligence
1 16 (59.26%) PostgreSQL
2 3 (11.11%) Data Mining
2 3 (11.11%) NoSQL
2 3 (11.11%) Relational Database
3 2 (7.41%) Hadoop
Development Applications
1 22 (81.48%) Git (software)
2 19 (70.37%) JIRA
3 3 (11.11%) Atlassian Bamboo
3 3 (11.11%) Jenkins
3 3 (11.11%) Travis CI
Job Titles
1 22 (81.48%) Developer
1 22 (81.48%) Python Developer
2 15 (55.56%) JavaScript Developer
3 9 (33.33%) Software Developer
4 8 (29.63%) Senior Developer
4 8 (29.63%) Senior JavaScript Developer
4 8 (29.63%) Senior Python Developer
4 8 (29.63%) Senior Software Developer
5 7 (25.93%) Django Developer
5 7 (25.93%) Python/Django Developer
6 5 (18.52%) Data Scientist
7 3 (11.11%) Big Data Developer
7 3 (11.11%) Graduate
7 3 (11.11%) Graduate Developer
7 3 (11.11%) Graduate Python Developer
8 2 (7.41%) Data Analytics Engineer
8 2 (7.41%) Data Analytics Scientist
8 2 (7.41%) Data Engineer
Libraries, Frameworks & Software Standards
1 22 (81.48%) Django
2 21 (77.78%) CSS
3 19 (70.37%) HTML
3 19 (70.37%) jQuery
4 3 (11.11%) Natural Language Processing
4 3 (11.11%) NumPy
Miscellaneous
1 5 (18.52%) Algorithms
2 3 (11.11%) Computer Science
3 2 (7.41%) Analytical Skills
Operating Systems
1 19 (70.37%) Linux
1 19 (70.37%) Windows
Processes & Methodologies
1 27 (100.00%) Data Analysis
2 22 (81.48%) Agile Software Development
2 22 (81.48%) Analytics
2 22 (81.48%) Data Analytics
3 19 (70.37%) Big Data Analytics
3 19 (70.37%) Continuous Integration
4 16 (59.26%) Front End Development
4 16 (59.26%) Responsive Web Design
4 16 (59.26%) Web Design
4 16 (59.26%) Workload Management
5 9 (33.33%) Mentoring
6 6 (22.22%) TDD
7 5 (18.52%) Data Visualisation
7 5 (18.52%) Machine Learning
7 5 (18.52%) Statistics
7 5 (18.52%) Visualisation
8 3 (11.11%) Data Modelling
8 3 (11.11%) Metadata Management
8 3 (11.11%) Pattern Recognition
8 3 (11.11%) Statistical Modelling
Programming Languages
1 27 (100.00%) Python
2 24 (88.89%) SQL
3 21 (77.78%) JavaScript
4 5 (18.52%) R
Qualifications
1 1 (3.70%) Degree
1 1 (3.70%) PhD