Period
to 20 July 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 20 July 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
Hampshire > Fareham
6 months to
20 Jul 2017
Same period 2016 Same period 2015
Rank 39 70 63
Rank change year-on-year +31 -7 +6
Permanent jobs citing Data Analysis 16 13 12
As % of all permanent IT jobs advertised in Fareham 3.37% 2.24% 2.41%
As % of the Processes & Methodologies category 3.72% 2.43% 2.71%
Number of salaries quoted 13 13 12
Fareham median annual salary £42,500 £27,500 £42,500
Median salary % change year-on-year +54.55% -35.29% +21.43%
10th Percentile £29,500 £21,500 £28,750
90th Percentile £56,170 £47,500 £60,000
Hampshire median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -11.11%

Data Analysis is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Fareham with a requirement for process and methodology skills.

Process & Methodology Skills
Fareham
Permanent job vacancies with a requirement for process and methodology skills 430 534 443
As % of all permanent IT job vacancies advertised in Fareham 90.53% 91.91% 89.13%
Number of salaries quoted 357 503 343
Fareham median annual salary £35,000 £37,500 £37,000
Median salary % change year-on-year -6.67% +1.35% +5.71%
10th Percentile £22,750 £21,250 £20,750
90th Percentile £57,500 £55,000 £57,700
Hampshire median annual salary £42,500 £41,000 £42,500
% change year-on-year +3.66% -3.53% +6.25%

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 20 July 2017.

Salary histogram for Data Analysis in Fareham

For the 6 months to 20 July 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 15 (93.75%) SQL
2 13 (81.25%) Python
2 13 (81.25%) Big Data
3 10 (62.50%) Apache Spark
3 10 (62.50%) CSS
3 10 (62.50%) JavaScript
4 9 (56.25%) Data Analytics
4 9 (56.25%) Analytics
5 8 (50.00%) Statistics
6 7 (43.75%) Django
6 7 (43.75%) Visualisation
6 7 (43.75%) R
6 7 (43.75%) Data Visualisation
6 7 (43.75%) Agile Software Development
6 7 (43.75%) Machine Learning
6 7 (43.75%) Algorithms
7 6 (37.50%) Front End Development
7 6 (37.50%) Big Data Analytics
7 6 (37.50%) Responsive Web Design
7 6 (37.50%) Elasticsearch
7 6 (37.50%) JIRA
7 6 (37.50%) Microsoft Azure
7 6 (37.50%) Amazon AWS
7 6 (37.50%) jQuery
7 6 (37.50%) Continuous Integration
7 6 (37.50%) HTML
7 6 (37.50%) Windows
7 6 (37.50%) Linux
7 6 (37.50%) PostgreSQL
7 6 (37.50%) Web Design

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 10 (62.50%) Apache Spark
2 6 (37.50%) Elasticsearch
Business Applications
1 2 (12.50%) Oracle EBS
1 2 (12.50%) Oracle EBS R12
1 2 (12.50%) Oracle ERP
Cloud Services
1 6 (37.50%) Amazon AWS
1 6 (37.50%) Microsoft Azure
Communications & Networking
1 2 (12.50%) Extranet
1 2 (12.50%) Internet
1 2 (12.50%) Intranet
2 1 (6.25%) SMS
Database & Business Intelligence
1 13 (81.25%) Big Data
2 6 (37.50%) PostgreSQL
3 4 (25.00%) Hadoop
4 3 (18.75%) Data Mining
4 3 (18.75%) NoSQL
4 3 (18.75%) Relational Database
Development Applications
1 6 (37.50%) JIRA
2 5 (31.25%) Git (software)
3 1 (6.25%) Atlassian Bamboo
3 1 (6.25%) Jenkins
3 1 (6.25%) Travis CI
Job Titles
1 7 (43.75%) Data Scientist
2 6 (37.50%) Developer
2 6 (37.50%) Python Developer
2 6 (37.50%) Senior Developer
2 6 (37.50%) Senior Python Developer
3 5 (31.25%) JavaScript Developer
3 5 (31.25%) Senior JavaScript Developer
3 5 (31.25%) Senior Software Developer
3 5 (31.25%) Software Developer
4 2 (12.50%) Consultant
4 2 (12.50%) Data Analytics Engineer
4 2 (12.50%) Data Analytics Scientist
4 2 (12.50%) Data Engineer
4 2 (12.50%) ERP Consultant
4 2 (12.50%) Functional Consultant
4 2 (12.50%) Oracle Consultant
4 2 (12.50%) Oracle Functional Consultant
4 2 (12.50%) Oracle Technical Consultant
4 2 (12.50%) Technical Consultant
5 1 (6.25%) Data Analyst
Libraries, Frameworks & Software Standards
1 10 (62.50%) CSS
2 7 (43.75%) Django
3 6 (37.50%) HTML
3 6 (37.50%) jQuery
4 3 (18.75%) Natural Language Processing
5 1 (6.25%) Ajax
5 1 (6.25%) AngularJS
5 1 (6.25%) Celery
5 1 (6.25%) D3.js
5 1 (6.25%) React
Miscellaneous
1 7 (43.75%) Algorithms
2 3 (18.75%) Computer Science
3 2 (12.50%) Analytical Skills
4 1 (6.25%) Device Driver
Operating Systems
1 6 (37.50%) Linux
1 6 (37.50%) Windows
Processes & Methodologies
1 9 (56.25%) Analytics
1 9 (56.25%) Data Analytics
2 8 (50.00%) Statistics
3 7 (43.75%) Agile Software Development
3 7 (43.75%) Data Visualisation
3 7 (43.75%) Machine Learning
3 7 (43.75%) Visualisation
4 6 (37.50%) Big Data Analytics
4 6 (37.50%) Continuous Integration
4 6 (37.50%) Front End Development
4 6 (37.50%) Responsive Web Design
4 6 (37.50%) Web Design
5 5 (31.25%) Mentoring
5 5 (31.25%) Workload Management
6 4 (25.00%) Mathematics
6 4 (25.00%) Predictive Modelling
6 4 (25.00%) Statistical Analysis
7 3 (18.75%) Artificial Intelligence
7 3 (18.75%) Data Management
7 3 (18.75%) Data Modelling
Programming Languages
1 15 (93.75%) SQL
2 13 (81.25%) Python
3 10 (62.50%) JavaScript
4 7 (43.75%) R
Qualifications
1 1 (6.25%) Degree
1 1 (6.25%) PhD
System Software
1 1 (6.25%) Docker
Systems Management
1 1 (6.25%) Marathon
Vendors
1 2 (12.50%) Cognos
1 2 (12.50%) Oracle