Period
to 17 November 2018

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 17 November 2018 with a comparison to the same period in the previous 2 years.

Big Data
Hampshire > Fareham
6 months to
17 Nov 2018
Same period 2017 Same period 2016
Rank 33 39 68
Rank change year-on-year +6 +29 -
Permanent jobs citing Big Data 31 28 7
As % of all permanent IT jobs advertised in Fareham 6.44% 5.89% 1.22%
As % of the Database & Business Intelligence category 18.24% 20.90% 3.66%
Number of salaries quoted 19 37 6
Fareham median annual salary £45,000 £42,500 £51,000
Median salary % change year-on-year +5.88% -16.67% -
10th Percentile £37,500 £34,850 £41,875
90th Percentile £64,500 £55,000 £57,250
Hampshire median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -

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 170 134 191
As % of all permanent IT jobs advertised in Fareham 35.34% 28.21% 33.22%
Number of salaries quoted 144 126 179
Fareham median annual salary £50,000 £37,500 £38,500
Median salary % change year-on-year +33.33% -2.60% +2.67%
10th Percentile £32,500 £24,750 £26,000
90th Percentile £77,500 £55,349 £54,650
Hampshire median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -3.61%

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 17 November 2018.

Salary histogram for Big Data in Fareham

For the 6 months to 17 November 2018, IT jobs citing Big Data 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 Big Data.

1 19 (61.29%) SQL
1 19 (61.29%) Agile Software Development
2 18 (58.06%) Data Science
3 13 (41.94%) Analytics
4 12 (38.71%) Data Analysis
5 11 (35.48%) jQuery
5 11 (35.48%) Hadoop
5 11 (35.48%) JavaScript
5 11 (35.48%) Machine Learning
6 10 (32.26%) CSS
6 10 (32.26%) Python
6 10 (32.26%) HTML
6 10 (32.26%) Git (software)
7 9 (29.03%) C#
8 8 (25.81%) Microsoft Azure
8 8 (25.81%) Enterprise Architecture
8 8 (25.81%) Data Analytics
8 8 (25.81%) Big Data Analytics
9 7 (22.58%) Docker
9 7 (22.58%) TOGAF
9 7 (22.58%) TDD
9 7 (22.58%) Degree
10 6 (19.35%) Web Design
10 6 (19.35%) Oracle
10 6 (19.35%) Windows
10 6 (19.35%) Linux
10 6 (19.35%) JIRA
10 6 (19.35%) Data Management
10 6 (19.35%) Artificial Intelligence
10 6 (19.35%) Django

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:

Cloud Services
1 8 (25.81%) Microsoft Azure
2 3 (9.68%) Amazon AWS
2 3 (9.68%) SaaS
3 2 (6.45%) Google Cloud Platform
Database & Business Intelligence
1 11 (35.48%) Hadoop
2 5 (16.13%) Data Lake
2 5 (16.13%) NoSQL
2 5 (16.13%) SQL Server Integration Services
3 2 (6.45%) Apache Hive
4 1 (3.23%) SQL Server
Development Applications
1 10 (32.26%) Git (software)
2 6 (19.35%) JIRA
3 5 (16.13%) Selenium
4 4 (12.90%) Jenkins
5 1 (3.23%) WebDriver
Job Titles
1 13 (41.94%) Developer
2 9 (29.03%) Architect
3 7 (22.58%) Solutions Architect
4 6 (19.35%) Big Data Architect
4 6 (19.35%) Data Architect
4 6 (19.35%) Python Developer
5 5 (16.13%) Analyst
5 5 (16.13%) Analyst Developer
5 5 (16.13%) Big Data Solutions Architect
5 5 (16.13%) Developer Analyst
6 4 (12.90%) Big Data Engineer
6 4 (12.90%) Data Engineer
6 4 (12.90%) Software Tester
6 4 (12.90%) Tester
7 3 (9.68%) Hadoop Engineer
7 3 (9.68%) TOGAF Architect
8 2 (6.45%) Data Scientist
8 2 (6.45%) Senior Data Engineer
8 2 (6.45%) Senior Hadoop Engineer
9 1 (3.23%) Developer in Test
Libraries, Frameworks & Software Standards
1 11 (35.48%) jQuery
2 10 (32.26%) CSS
2 10 (32.26%) HTML
3 6 (19.35%) AngularJS
3 6 (19.35%) Django
3 6 (19.35%) React
4 2 (6.45%) Kafka
5 1 (3.23%) .NET
5 1 (3.23%) ASP.NET
Miscellaneous
1 6 (19.35%) User Experience
2 4 (12.90%) Analytical Skills
3 2 (6.45%) Computer Science
3 2 (6.45%) Greenfield Project
4 1 (3.23%) e-Learning
Operating Systems
1 6 (19.35%) Linux
1 6 (19.35%) Windows
Processes & Methodologies
1 19 (61.29%) Agile Software Development
2 18 (58.06%) Data Science
3 13 (41.94%) Analytics
4 12 (38.71%) Data Analysis
5 11 (35.48%) Machine Learning
6 8 (25.81%) Big Data Analytics
6 8 (25.81%) Data Analytics
6 8 (25.81%) Enterprise Architecture
7 7 (22.58%) TDD
7 7 (22.58%) TOGAF
8 6 (19.35%) Artificial Intelligence
8 6 (19.35%) Data Architecture
8 6 (19.35%) Data Management
8 6 (19.35%) Data Strategy
8 6 (19.35%) Process Improvement
8 6 (19.35%) Responsive Web Design
8 6 (19.35%) Web Design
9 5 (16.13%) Performance Improvement
9 5 (16.13%) Problem-Solving
9 5 (16.13%) Test Automation
Programming Languages
1 19 (61.29%) SQL
2 11 (35.48%) JavaScript
3 10 (32.26%) Python
4 9 (29.03%) C#
5 5 (16.13%) C++
6 2 (6.45%) R
7 1 (3.23%) F#
7 1 (3.23%) PHP
7 1 (3.23%) Ruby
7 1 (3.23%) Shell Script
7 1 (3.23%) T-SQL
Qualifications
1 7 (22.58%) Degree
2 4 (12.90%) ISTQB
3 2 (6.45%) Computer Science Degree
4 1 (3.23%) PhD
Quality Assurance & Compliance
1 1 (3.23%) QA
System Software
1 7 (22.58%) Docker
Systems Management
1 6 (19.35%) Kubernetes
Vendors
1 6 (19.35%) Oracle
2 4 (12.90%) Cloudera
2 4 (12.90%) Hortonworks