Period
to 11 December 2017

The following table provides summary statistics for permanent job vacancies advertised in Fareham with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 6 months to 11 December 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
Hampshire > Fareham
6 months to
11 Dec 2017
Same period 2016 Same period 2015
Rank 37 68 51
Rank change year-on-year +31 -17 -
Permanent jobs citing Data Analysis 33 1 22
As % of all permanent IT jobs advertised in Fareham 6.37% 0.18% 4.18%
As % of the Processes & Methodologies category 6.75% 0.20% 4.50%
Number of salaries quoted 45 1 21
Fareham median annual salary £42,500 £38,500 £40,000
Median salary % change year-on-year +10.39% -3.75% -
10th Percentile £27,500 £36,750 £25,000
90th Percentile £51,500 £40,250 £60,000
Hampshire median annual salary £42,500 £39,500 £33,500
% change year-on-year +7.59% +17.91% -20.24%

Data Analysis 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 489 500 489
As % of all permanent IT jobs advertised in Fareham 94.40% 91.91% 92.97%
Number of salaries quoted 433 399 410
Fareham median annual salary £37,500 £40,000 £37,500
Median salary % change year-on-year -6.25% +6.67% +15.38%
10th Percentile £24,750 £24,000 £21,250
90th Percentile £61,250 £57,500 £58,988
Hampshire median annual salary £42,500 £42,000 £42,500
% change year-on-year +1.19% -1.18% +4.94%

Data Analysis
Job Vacancy Trend in Fareham

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

Job vacancy trend for Data Analysis in Fareham

Data Analysis
Salary Trend in Fareham

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

Salary trend for Data Analysis in Fareham

Data Analysis
Salary Histogram in Fareham

The salary distribution of IT jobs citing Data Analysis in Fareham over the 6 months to 11 December 2017.

Salary histogram for Data Analysis in Fareham

For the 6 months to 11 December 2017, IT jobs citing Data Analysis 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 Data Analysis.

1 31 (93.94%) Python
2 26 (78.79%) Big Data
3 25 (75.76%) Git (software)
3 25 (75.76%) Django
3 25 (75.76%) Agile Software Development
4 24 (72.73%) SQL
5 23 (69.70%) Data Analytics
5 23 (69.70%) Analytics
6 22 (66.67%) Apache Spark
6 22 (66.67%) CSS
6 22 (66.67%) Windows
6 22 (66.67%) Linux
6 22 (66.67%) HTML
6 22 (66.67%) JavaScript
6 22 (66.67%) JIRA
6 22 (66.67%) jQuery
6 22 (66.67%) Continuous Integration
6 22 (66.67%) Microsoft Azure
6 22 (66.67%) Amazon AWS
6 22 (66.67%) Big Data Analytics
7 19 (57.58%) PostgreSQL
7 19 (57.58%) Web Design
7 19 (57.58%) Responsive Web Design
7 19 (57.58%) Elasticsearch
7 19 (57.58%) Front End Development
7 19 (57.58%) Workload Management
8 6 (18.18%) Mentoring
8 6 (18.18%) R
8 6 (18.18%) Mathematics
8 6 (18.18%) Physics

Data Analysis
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 22 (66.67%) Apache Spark
2 19 (57.58%) Elasticsearch
Business Applications
1 2 (6.06%) Salesforce.com CRM
Cloud Services
1 22 (66.67%) Amazon AWS
1 22 (66.67%) Microsoft Azure
Communications & Networking
1 1 (3.03%) SMS
Database & Business Intelligence
1 26 (78.79%) Big Data
2 19 (57.58%) PostgreSQL
3 1 (3.03%) Data Mining
3 1 (3.03%) NoSQL
3 1 (3.03%) Relational Database
Development Applications
1 25 (75.76%) Git (software)
2 22 (66.67%) JIRA
3 3 (9.09%) Atlassian Bamboo
3 3 (9.09%) Jenkins
3 3 (9.09%) Travis CI
General
1 2 (6.06%) Marketing
2 1 (3.03%) Finance
2 1 (3.03%) Telecoms
Job Titles
1 25 (75.76%) Developer
1 25 (75.76%) Python Developer
2 12 (36.36%) JavaScript Developer
3 8 (24.24%) Graduate
4 7 (21.21%) Django Developer
4 7 (21.21%) Python/Django Developer
5 6 (18.18%) Data Scientist
5 6 (18.18%) Software Developer
6 5 (15.15%) Junior
6 5 (15.15%) Junior Data Scientist
6 5 (15.15%) Senior Developer
6 5 (15.15%) Senior JavaScript Developer
6 5 (15.15%) Senior Python Developer
6 5 (15.15%) Senior Software Developer
7 3 (9.09%) Big Data Developer
7 3 (9.09%) Graduate Developer
7 3 (9.09%) Graduate Python Developer
8 1 (3.03%) Data Quality Analyst
8 1 (3.03%) Data Quality Manager
8 1 (3.03%) Quality Analyst
Libraries, Frameworks & Software Standards
1 25 (75.76%) Django
2 22 (66.67%) CSS
2 22 (66.67%) HTML
2 22 (66.67%) jQuery
3 3 (9.09%) NumPy
4 1 (3.03%) Natural Language Processing
Miscellaneous
1 6 (18.18%) Computer Science
2 1 (3.03%) Algorithms
2 1 (3.03%) Analytical Skills
Operating Systems
1 22 (66.67%) Linux
1 22 (66.67%) Windows
Processes & Methodologies
1 25 (75.76%) Agile Software Development
2 23 (69.70%) Analytics
2 23 (69.70%) Data Analytics
3 22 (66.67%) Big Data Analytics
3 22 (66.67%) Continuous Integration
4 19 (57.58%) Front End Development
4 19 (57.58%) Responsive Web Design
4 19 (57.58%) Web Design
4 19 (57.58%) Workload Management
5 6 (18.18%) Mathematics
5 6 (18.18%) Mentoring
5 6 (18.18%) Physics
5 6 (18.18%) TDD
6 5 (15.15%) Mathematical Modelling
6 5 (15.15%) Software Engineering
7 3 (9.09%) Customer Requirements
8 2 (6.06%) Data Management
8 2 (6.06%) Data Protection
8 2 (6.06%) Stakeholder Management
8 2 (6.06%) Validation
Programming Languages
1 31 (93.94%) Python
2 24 (72.73%) SQL
3 22 (66.67%) JavaScript
4 6 (18.18%) R
5 5 (15.15%) C++
5 5 (15.15%) Java
5 5 (15.15%) MATLAB
Qualifications
1 5 (15.15%) PhD
Quality Assurance & Compliance
1 2 (6.06%) Data Quality
Vendors
1 2 (6.06%) Salesforce.com