Period
to 20 August 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 20 August 2018 with a comparison to the same period in the previous 2 years.

Data Science
Hampshire > Fareham
6 months to
20 Aug 2018
Same period 2017 Same period 2016
Rank 45 44 -
Rank change year-on-year -1 - -
Permanent jobs citing Data Science 6 9 0
As % of all permanent IT jobs advertised in Fareham 1.55% 1.99% -
As % of the Processes & Methodologies category 1.74% 2.17% -
Number of salaries quoted 5 6 0
Fareham median annual salary £50,000 £44,850 -
Median salary % change year-on-year +11.48% - -
Hampshire median annual salary £40,000 £42,500 £52,500
% change year-on-year -5.88% -19.05% +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 344 415 552
As % of all permanent IT jobs advertised in Fareham 88.89% 91.61% 91.54%
Number of salaries quoted 274 354 520
Fareham median annual salary £40,000 £35,000 £37,500
Median salary % change year-on-year +14.29% -6.67% -
10th Percentile £23,075 £22,750 £21,250
90th Percentile £65,000 £59,453 £57,500
Hampshire median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -5.88%

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

For the 6 months to 20 August 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 6 (100.00%) Big Data
2 4 (66.67%) Machine Learning
3 3 (50.00%) NoSQL
3 3 (50.00%) User Experience
3 3 (50.00%) SQL
3 3 (50.00%) Agile Software Development
3 3 (50.00%) Data Analysis
3 3 (50.00%) Hadoop
4 2 (33.33%) Microsoft Azure
4 2 (33.33%) Amazon AWS
4 2 (33.33%) SaaS
4 2 (33.33%) Statistical Analysis
4 2 (33.33%) Enterprise Architecture
4 2 (33.33%) Degree
4 2 (33.33%) Computer Science
4 2 (33.33%) C#
4 2 (33.33%) SOA
4 2 (33.33%) GCP
4 2 (33.33%) R
4 2 (33.33%) Big Data Analytics
4 2 (33.33%) Data Analytics
4 2 (33.33%) ArchiMate
4 2 (33.33%) Analytics
4 2 (33.33%) Microservices
4 2 (33.33%) Google Cloud Platform
4 2 (33.33%) Computer Science Degree
5 1 (16.67%) Acceptance Criteria
5 1 (16.67%) Problem-Solving
5 1 (16.67%) SDLC
5 1 (16.67%) Data Engineering

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:

Cloud Services
1 2 (33.33%) Amazon AWS
1 2 (33.33%) Google Cloud Platform
1 2 (33.33%) Microsoft Azure
1 2 (33.33%) SaaS
Database & Business Intelligence
1 6 (100.00%) Big Data
2 3 (50.00%) Hadoop
2 3 (50.00%) NoSQL
Development Applications
1 1 (16.67%) Git (software)
1 1 (16.67%) Jenkins
1 1 (16.67%) Selenium
Job Titles
1 2 (33.33%) Architect
1 2 (33.33%) Data Scientist
1 2 (33.33%) Solutions Architect
2 1 (16.67%) Big Data Engineer
2 1 (16.67%) Data Engineer
2 1 (16.67%) Hadoop Engineer
2 1 (16.67%) Senior Data Engineer
2 1 (16.67%) Senior Hadoop Engineer
2 1 (16.67%) Software Tester
2 1 (16.67%) Tester
Libraries, Frameworks & Software Standards
1 1 (16.67%) CSS
1 1 (16.67%) HTML
1 1 (16.67%) jQuery
Miscellaneous
1 3 (50.00%) User Experience
2 2 (33.33%) Computer Science
3 1 (16.67%) Analytical Skills
3 1 (16.67%) e-Learning
Processes & Methodologies
1 4 (66.67%) Machine Learning
2 3 (50.00%) Agile Software Development
2 3 (50.00%) Data Analysis
3 2 (33.33%) Analytics
3 2 (33.33%) ArchiMate
3 2 (33.33%) Big Data Analytics
3 2 (33.33%) Data Analytics
3 2 (33.33%) Enterprise Architecture
3 2 (33.33%) Microservices
3 2 (33.33%) SOA
3 2 (33.33%) Statistical Analysis
4 1 (16.67%) Acceptance Criteria
4 1 (16.67%) Change Management
4 1 (16.67%) Data Engineering
4 1 (16.67%) Data Management
4 1 (16.67%) Problem-Solving
4 1 (16.67%) Process Management
4 1 (16.67%) SDLC
4 1 (16.67%) Security Testing
4 1 (16.67%) TOGAF
Programming Languages
1 3 (50.00%) SQL
2 2 (33.33%) C#
2 2 (33.33%) R
3 1 (16.67%) JavaScript
3 1 (16.67%) Python
Qualifications
1 2 (33.33%) Computer Science Degree
1 2 (33.33%) Degree
2 1 (16.67%) ISTQB
2 1 (16.67%) PhD
Quality Assurance & Compliance
1 2 (33.33%) GCP
Vendors
1 1 (16.67%) Oracle