The table below looks at the statistics for Big Data skills in IT jobs advertised for the Hammersmith region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 26 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Jun 2016
Same period 2015 Same period 2014
Big Data
Rank 20 29 -
Rank change year-on-year
+9 -
Permanent jobs citing Big Data 1 2 0
As % of all permanent IT jobs located in Hammersmith 1.28% 2.25% -
As % of the Database & Business Intelligence category 3.45% 5.71% -
Number of salaries quoted 1 2 0
Median salary £55,000 £60,000 -
Median salary % change year-on-year
-8.33% -
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -
Big Data
London

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the Hammersmith region.

Database & Business Intelligence Category
Hammersmith
Permanent IT job ads with a match in the
Database & Business Intelligence category
29 35 28
As % of all permanent IT jobs located in Hammersmith 37.18% 39.33% 23.33%
Number of salaries quoted 27 34 16
Median salary £52,500 £52,500 £67,500
Median salary % change year-on-year
- -22.22%
90% offered a salary of more than £37,500 £30,000 £28,500
10% offered a salary of more than £55,000 £80,000 £72,500
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

Big Data
Jobs Demand Trend in Hammersmith

The demand trend of job ads across the Hammersmith region citing Big Data as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Big Data Jobs Demand Trend in Hammersmith

Big Data
Salary Trend in Hammersmith

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Big Data across the Hammersmith region.

Big Data Salary Trend in Hammersmith

Big Data
Top 30 Related IT Skills in Hammersmith

For the 6 months to 26 June 2016, IT jobs citing Big Data 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 Hammersmith region with a requirement for Big Data.

1 10 (90.91%) Java
2 9 (81.82%) Spring
2 9 (81.82%) NoSQL
3 8 (72.73%) Natural Language Processing
3 8 (72.73%) Artificial Intelligence
3 8 (72.73%) Degree
3 8 (72.73%) Computer Science
4 6 (54.55%) Apache CXF
5 2 (18.18%) Apache Camel
6 1 (9.09%) Flask
6 1 (9.09%) Analytical Skills
6 1 (9.09%) C
6 1 (9.09%) C#
6 1 (9.09%) C++
6 1 (9.09%) Memcached
6 1 (9.09%) Cucumber
6 1 (9.09%) BDD
6 1 (9.09%) MongoDB
6 1 (9.09%) Laravel
6 1 (9.09%) Digital Media
6 1 (9.09%) Redis
6 1 (9.09%) Machine Learning
6 1 (9.09%) Analytics
6 1 (9.09%) Elasticsearch
6 1 (9.09%) Apache Solr
6 1 (9.09%) Scala
6 1 (9.09%) Hadoop
6 1 (9.09%) Economics
6 1 (9.09%) Statistics
6 1 (9.09%) Marketing

Big Data
Top Related IT Skills in Hammersmith 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 1 (9.09%) Apache Solr
1 1 (9.09%) Elasticsearch
Communications & Networking
1 1 (9.09%) HTTPS
Database & Business Intelligence
1 9 (81.82%) NoSQL
2 1 (9.09%) Data Mining
2 1 (9.09%) Data Warehouse
2 1 (9.09%) Hadoop
2 1 (9.09%) MongoDB
2 1 (9.09%) Redis
Development Applications
1 1 (9.09%) Cucumber
General
1 1 (9.09%) Games
1 1 (9.09%) Law
1 1 (9.09%) Marketing
Job Titles
1 8 (72.73%) Developer
2 7 (63.64%) Java Developer
3 6 (54.55%) Senior Developer
3 6 (54.55%) Senior Java Developer
4 3 (27.27%) Artificial Intelligence Developer
5 2 (18.18%) Java Engineer
5 2 (18.18%) Senior Java Engineer
6 1 (9.09%) Data Scientist
6 1 (9.09%) Digital Developer
6 1 (9.09%) Games Developer
6 1 (9.09%) Graduate
6 1 (9.09%) Graduate Developer
6 1 (9.09%) Graduate Games Developer
6 1 (9.09%) Graduate Python Developer
6 1 (9.09%) Python Developer
Libraries, Frameworks & Software Standards
1 9 (81.82%) Spring
2 8 (72.73%) Natural Language Processing
3 6 (54.55%) Apache CXF
4 2 (18.18%) Apache Camel
5 1 (9.09%) Django
5 1 (9.09%) Flask
5 1 (9.09%) Laravel
5 1 (9.09%) Lucene
5 1 (9.09%) Memcached
5 1 (9.09%) Spring MVC
5 1 (9.09%) Symfony
5 1 (9.09%) Zend Framework
Miscellaneous
1 8 (72.73%) Artificial Intelligence
1 8 (72.73%) Computer Science
2 1 (9.09%) Analytical Skills
2 1 (9.09%) Digital Media
2 1 (9.09%) Economics
2 1 (9.09%) Online Games
2 1 (9.09%) Statistics
Operating Systems
1 1 (9.09%) Linux
1 1 (9.09%) Unix
Processes & Methodologies
1 1 (9.09%) Agile Software Development
1 1 (9.09%) Analytics
1 1 (9.09%) BDD
1 1 (9.09%) Business Intelligence
1 1 (9.09%) Data Management
1 1 (9.09%) Kanban
1 1 (9.09%) Machine Learning
1 1 (9.09%) MVC
1 1 (9.09%) Project Management
1 1 (9.09%) Scrum
1 1 (9.09%) SOA
1 1 (9.09%) TDD
1 1 (9.09%) Use Case
Programming Languages
1 10 (90.91%) Java
2 1 (9.09%) C
2 1 (9.09%) C#
2 1 (9.09%) C++
2 1 (9.09%) Groovy
2 1 (9.09%) Python
2 1 (9.09%) Scala
2 1 (9.09%) SQL
Qualifications
1 8 (72.73%) Degree
Vendors
1 1 (9.09%) Zend