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

3 months to
26 Jul 2016
Same period 2015 Same period 2014
Big Data
Rank 20 22 34
Rank change year-on-year
+2 +12
Permanent jobs citing Big Data 41 19 1
As % of all permanent IT jobs located in Warwick 14.49% 7.82% 0.61%
As % of the Database & Business Intelligence category 38.68% 20.88% 1.89%
Number of salaries quoted 22 19 1
Median salary £55,000 £52,500 £40,000
Median salary % change year-on-year
+4.76% +31.25%
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -
Big Data
Warwickshire

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 Warwick region.

Database & Business Intelligence Category
Warwick
Permanent IT job ads with a match in the
Database & Business Intelligence category
106 91 53
As % of all permanent IT jobs located in Warwick 37.46% 37.45% 32.12%
Number of salaries quoted 46 76 51
Median salary £55,000 £47,500 £40,000
Median salary % change year-on-year
+15.78% +18.75%
90% offered a salary of more than £37,500 £25,000 £30,000
10% offered a salary of more than £60,000 £52,500 £80,000
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

Big Data
Jobs Demand Trend in Warwick

The demand trend of job ads across the Warwick 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 Warwick

Big Data
Salary Trend in Warwick

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

Big Data Salary Trend in Warwick

Big Data
Salary Histogram in Warwick

This chart provides a salary histogram for IT jobs citing Big Data across the Warwick region over the 3 months to 26 July 2016.

Big Data Salary Histogram in Warwick

Big Data
Top 30 Related IT Skills in Warwick

For the 6 months to 26 July 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 Warwick region with a requirement for Big Data.

1 81 (96.43%) Apache Spark
2 79 (94.05%) Hadoop
2 79 (94.05%) Apache Cassandra
3 74 (88.10%) SQL
4 63 (75.00%) Degree
5 61 (72.62%) Java
5 61 (72.62%) Python
5 61 (72.62%) PostgreSQL
6 54 (64.29%) Analytics
7 45 (53.57%) Scala
8 38 (45.24%) Apache
9 36 (42.86%) MySQL
9 36 (42.86%) RESTful
10 35 (41.67%) Data Management
11 34 (40.48%) Spring
11 34 (40.48%) Artificial Intelligence
11 34 (40.48%) Software Engineering
11 34 (40.48%) Agile Software Development
11 34 (40.48%) TDD
11 34 (40.48%) Retail
11 34 (40.48%) Java EE
11 34 (40.48%) Predictive Analytics
11 34 (40.48%) Mathematics
11 34 (40.48%) Oracle
11 34 (40.48%) JUnit
11 34 (40.48%) DSDM
11 34 (40.48%) JMS
11 34 (40.48%) SOA
11 34 (40.48%) JBoss
11 34 (40.48%) Hibernate

Big Data
Top Related IT Skills in Warwick 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 81 (96.43%) Apache Spark
2 38 (45.24%) Apache
3 34 (40.48%) GlassFish
3 34 (40.48%) JBoss
3 34 (40.48%) WildFly
4 27 (32.14%) Apache Pig
5 2 (2.38%) SilverStripe
5 2 (2.38%) WordPress
Business Applications
1 2 (2.38%) Magento
Communications & Networking
1 2 (2.38%) SSL
Database & Business Intelligence
1 79 (94.05%) Apache Cassandra
1 79 (94.05%) Hadoop
2 61 (72.62%) PostgreSQL
3 36 (42.86%) MySQL
4 34 (40.48%) MongoDB
4 34 (40.48%) NoSQL
5 29 (34.52%) Apache Hive
5 29 (34.52%) SQL Server
6 27 (32.14%) HBase
6 27 (32.14%) Impala
6 27 (32.14%) Sqoop
7 2 (2.38%) SQL Server Analysis Services
7 2 (2.38%) SQL Server Integration Services
7 2 (2.38%) SQL Server Reporting Services
Development Applications
1 34 (40.48%) Hudson
1 34 (40.48%) JBehave
1 34 (40.48%) Jenkins
1 34 (40.48%) JUnit
2 2 (2.38%) SQL Server Management Studio (SSMS)
General
1 34 (40.48%) Retail
2 20 (23.81%) Marketing
Job Titles
1 38 (45.24%) Developer
2 34 (40.48%) Java Developer
2 34 (40.48%) Senior Developer
2 34 (40.48%) Senior Java Developer
3 27 (32.14%) Administrator
3 27 (32.14%) Hadoop Administrator
4 18 (21.43%) Data Scientist
4 18 (21.43%) Senior Data Scientist
5 5 (5.95%) Java Software Developer
5 5 (5.95%) Senior Java Software Developer
5 5 (5.95%) Senior Software Developer
5 5 (5.95%) Software Developer
6 2 (2.38%) Front End Developer (Client-Side Developer)
6 2 (2.38%) Front End Web Developer (Client-Side Developer)
6 2 (2.38%) HTML Developer
6 2 (2.38%) JavaScript Developer
6 2 (2.38%) PHP Developer
6 2 (2.38%) PHP Web Developer
6 2 (2.38%) Web Developer
7 1 (1.19%) Senior Analyst
Libraries, Frameworks & Software Standards
1 36 (42.86%) RESTful
2 34 (40.48%) Hibernate
2 34 (40.48%) HornetQ
2 34 (40.48%) Java EE
2 34 (40.48%) JAX-RS
2 34 (40.48%) JMS
2 34 (40.48%) JPA
2 34 (40.48%) RESTEasy
2 34 (40.48%) Spring
3 27 (32.14%) LAPP Stack
4 4 (4.76%) Ajax
4 4 (4.76%) HTML
4 4 (4.76%) JSON
5 2 (2.38%) CSS
5 2 (2.38%) CSS3
5 2 (2.38%) D3.js
5 2 (2.38%) GeoJSON
5 2 (2.38%) HTML5
5 2 (2.38%) jQuery
Miscellaneous
1 34 (40.48%) Artificial Intelligence
1 34 (40.48%) Mathematics
1 34 (40.48%) Mobile App
2 18 (21.43%) Algorithms
3 11 (13.10%) Smart Meter
3 11 (13.10%) Statistics
4 7 (8.33%) Digital Media
4 7 (8.33%) Management Information System
4 7 (8.33%) Social Media
5 2 (2.38%) User Experience
5 2 (2.38%) Visualisation
6 1 (1.19%) Analytical Skills
Operating Systems
1 34 (40.48%) Android
1 34 (40.48%) Apple iOS
2 27 (32.14%) Linux
Processes & Methodologies
1 54 (64.29%) Analytics
2 35 (41.67%) Data Management
3 34 (40.48%) Agile Software Development
3 34 (40.48%) Continuous Integration
3 34 (40.48%) Dependency Injection
3 34 (40.48%) DSDM
3 34 (40.48%) Functional Testing
3 34 (40.48%) Kanban
3 34 (40.48%) Predictive Analytics
3 34 (40.48%) Scrum
3 34 (40.48%) SOA
3 34 (40.48%) Software Delivery
3 34 (40.48%) Software Engineering
3 34 (40.48%) TDD
3 34 (40.48%) Unit Testing
4 29 (34.52%) Business Intelligence
5 27 (32.14%) ETL
5 27 (32.14%) MapReduce
5 27 (32.14%) Open Source
5 27 (32.14%) Performance Tuning
Programming Languages
1 74 (88.10%) SQL
2 61 (72.62%) Java
2 61 (72.62%) Python
3 45 (53.57%) Scala
4 34 (40.48%) Clojure
5 27 (32.14%) Shell Script
6 18 (21.43%) R
7 4 (4.76%) JavaScript
8 2 (2.38%) PHP
8 2 (2.38%) T-SQL
Qualifications
1 63 (75.00%) Degree
System Software
1 27 (32.14%) Apache Flume
1 27 (32.14%) HDFS
Systems Management
1 27 (32.14%) Hadoop YARN
1 27 (32.14%) Oozie
Vendors
1 34 (40.48%) Facebook
1 34 (40.48%) Oracle
1 34 (40.48%) Twitter
2 29 (34.52%) Cloudera
3 27 (32.14%) Hortonworks
3 27 (32.14%) MapR
4 1 (1.19%) Ariba