Period
to 19 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Fareham with a requirement for Data Science skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Science over the 6 months to 19 December 2018 with a comparison to the same period in the previous 2 years.

Data Science
Hampshire > Fareham
6 months to
19 Dec 2018
Same period 2017 Same period 2016
Rank 44 67 -
Rank change year-on-year +23 - -
Permanent jobs citing Data Science 20 6 0
As % of all permanent IT jobs advertised in Fareham 4.28% 1.12% -
As % of the Processes & Methodologies category 4.76% 1.18% -
Number of salaries quoted 13 6 0
Fareham median annual salary £45,000 £30,000 -
Median salary % change year-on-year +50.00% - -
Hampshire median annual salary £48,750 £45,000 £40,000
% change year-on-year +8.33% +12.50% -20.00%

Data Science is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Fareham
Permanent vacancies with a requirement for process or methodology skills 420 508 508
As % of all permanent IT jobs advertised in Fareham 89.94% 94.78% 92.70%
Number of salaries quoted 337 452 398
Fareham median annual salary £44,000 £37,500 £38,500
Median salary % change year-on-year +17.33% -2.60% +2.67%
10th Percentile £26,250 £24,750 £23,925
90th Percentile £77,500 £61,250 £57,500
Hampshire median annual salary £45,000 £42,500 £42,000
% change year-on-year +5.88% +1.19% -1.18%

Data Science
Job Vacancy Trend in Fareham

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

Job vacancy trend for Data Science in Fareham

Data Science
Salary Trend in Fareham

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

Salary trend for Data Science in Fareham

Data Science
Salary Histogram in Fareham

The salary distribution of IT jobs citing Data Science in Fareham over the 6 months to 19 December 2018.

Salary histogram for Data Science in Fareham

For the 6 months to 19 December 2018, IT jobs citing Data Science 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 Data Science.

1 16 (80.00%) Big Data
2 11 (55.00%) Analytics
2 11 (55.00%) SQL
2 11 (55.00%) Agile Software Development
2 11 (55.00%) Data Analysis
3 10 (50.00%) HTML
3 10 (50.00%) JavaScript
3 10 (50.00%) Python
3 10 (50.00%) CSS
3 10 (50.00%) Git (software)
3 10 (50.00%) jQuery
4 7 (35.00%) Big Data Analytics
4 7 (35.00%) Machine Learning
4 7 (35.00%) Data Analytics
5 6 (30.00%) AngularJS
5 6 (30.00%) Responsive Web Design
5 6 (30.00%) Docker
5 6 (30.00%) Kubernetes
5 6 (30.00%) React
5 6 (30.00%) Django
5 6 (30.00%) Process Improvement
5 6 (30.00%) Windows
5 6 (30.00%) Linux
5 6 (30.00%) Artificial Intelligence
5 6 (30.00%) TDD
5 6 (30.00%) Web Design
5 6 (30.00%) JIRA
6 5 (25.00%) Degree
6 5 (25.00%) Hadoop
7 4 (20.00%) BDD

Data Science
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:

Database & Business Intelligence
1 16 (80.00%) Big Data
2 5 (25.00%) Hadoop
3 2 (10.00%) Apache Hive
3 2 (10.00%) NoSQL
Development Applications
1 10 (50.00%) Git (software)
2 6 (30.00%) JIRA
3 4 (20.00%) Jenkins
3 4 (20.00%) Selenium
Job Titles
1 6 (30.00%) Developer
1 6 (30.00%) Python Developer
2 4 (20.00%) Analyst
2 4 (20.00%) Big Data Engineer
2 4 (20.00%) Data Engineer
2 4 (20.00%) Software Tester
2 4 (20.00%) Statistician
2 4 (20.00%) Tester
3 3 (15.00%) Hadoop Engineer
4 2 (10.00%) Senior Data Engineer
4 2 (10.00%) Senior Hadoop Engineer
5 1 (5.00%) Architect
5 1 (5.00%) Big Data Architect
5 1 (5.00%) Data Architect
5 1 (5.00%) Data Scientist
Libraries, Frameworks & Software Standards
1 10 (50.00%) CSS
1 10 (50.00%) HTML
1 10 (50.00%) jQuery
2 6 (30.00%) AngularJS
2 6 (30.00%) Django
2 6 (30.00%) React
3 2 (10.00%) Kafka
Miscellaneous
1 4 (20.00%) Analytical Skills
1 4 (20.00%) User Experience
2 3 (15.00%) Greenfield Project
Operating Systems
1 6 (30.00%) Linux
1 6 (30.00%) Windows
Processes & Methodologies
1 11 (55.00%) Agile Software Development
1 11 (55.00%) Analytics
1 11 (55.00%) Data Analysis
2 7 (35.00%) Big Data Analytics
2 7 (35.00%) Data Analytics
2 7 (35.00%) Machine Learning
3 6 (30.00%) Artificial Intelligence
3 6 (30.00%) Process Improvement
3 6 (30.00%) Responsive Web Design
3 6 (30.00%) TDD
3 6 (30.00%) Web Design
4 4 (20.00%) Change Management
4 4 (20.00%) Continuous Integration
4 4 (20.00%) Data Engineering
4 4 (20.00%) Data Management
4 4 (20.00%) Mentoring
4 4 (20.00%) Process Management
4 4 (20.00%) SDLC
4 4 (20.00%) Security Testing
4 4 (20.00%) Test Scripting
Programming Languages
1 11 (55.00%) SQL
2 10 (50.00%) JavaScript
2 10 (50.00%) Python
3 1 (5.00%) C#
3 1 (5.00%) R
3 1 (5.00%) Shell Script
Qualifications
1 5 (25.00%) Degree
2 4 (20.00%) ISTQB
3 1 (5.00%) Computer Science Degree
System Software
1 6 (30.00%) Docker
Systems Management
1 6 (30.00%) Kubernetes
Vendors
1 4 (20.00%) Oracle
2 1 (5.00%) Cloudera
2 1 (5.00%) Hortonworks