The table below looks at the statistics for Big Data skills in IT jobs advertised for the Warwickshire region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 28 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jul 2016
Same period 2015 Same period 2014
Big Data
Rank 40 64 71
Rank change year-on-year
+24 +7
Permanent jobs citing Big Data 37 24 1
As % of all permanent IT jobs located in Warwickshire 5.75% 3.01% 0.14%
As % of the Database & Business Intelligence category 17.05% 8.08% 0.45%
Number of salaries quoted 18 23 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
West Midlands

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 Warwickshire region.

Database & Business Intelligence Category
Warwickshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
217 297 222
As % of all permanent IT jobs located in Warwickshire 33.75% 37.26% 30.79%
Number of salaries quoted 153 261 207
Median salary £42,500 £40,000 £37,500
Median salary % change year-on-year
+6.25% +6.66%
90% offered a salary of more than £25,300 £25,000 £27,850
10% offered a salary of more than £60,000 £43,000 £65,000
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 Warwickshire

The demand trend of job ads across the Warwickshire 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 Warwickshire

Big Data
Salary Trend in Warwickshire

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

Big Data Salary Trend in Warwickshire

Big Data
Salary Histogram in Warwickshire

This chart provides a salary histogram for IT jobs citing Big Data across the Warwickshire region over the 3 months to 28 July 2016.

Big Data Salary Histogram in Warwickshire

Big Data
Job Locations in Warwickshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data within the Warwickshire region over the 3 months to 28 July 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Warwick -2 36 £55,000 -
Big Data
West Midlands

Big Data
Top 30 Related IT Skills in Warwickshire

For the 6 months to 28 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 Warwickshire region with a requirement for Big Data.

1 80 (94.12%) Apache Spark
2 78 (91.76%) Hadoop
2 78 (91.76%) Apache Cassandra
3 74 (87.06%) SQL
4 63 (74.12%) Degree
5 61 (71.76%) Java
5 61 (71.76%) Python
5 61 (71.76%) PostgreSQL
6 53 (62.35%) Analytics
7 45 (52.94%) Scala
8 38 (44.71%) Apache
8 38 (44.71%) MySQL
9 36 (42.35%) RESTful
10 34 (40.00%) Kanban
10 34 (40.00%) JPA
10 34 (40.00%) Android
10 34 (40.00%) NoSQL
10 34 (40.00%) Apple iOS
10 34 (40.00%) Hudson
10 34 (40.00%) MongoDB
10 34 (40.00%) JBehave
10 34 (40.00%) Dependency Injection
10 34 (40.00%) Clojure
10 34 (40.00%) JAX-RS
10 34 (40.00%) Mobile App
10 34 (40.00%) RESTEasy
10 34 (40.00%) HornetQ
10 34 (40.00%) Facebook
10 34 (40.00%) Twitter
10 34 (40.00%) Functional Testing

Big Data
Top Related IT Skills in Warwickshire 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 80 (94.12%) Apache Spark
2 38 (44.71%) Apache
3 34 (40.00%) GlassFish
3 34 (40.00%) JBoss
3 34 (40.00%) WildFly
4 27 (31.76%) Apache Pig
5 4 (4.71%) WordPress
6 3 (3.53%) SilverStripe
Business Applications
1 4 (4.71%) Magento
Communications & Networking
1 2 (2.35%) SSL
Database & Business Intelligence
1 78 (91.76%) Apache Cassandra
1 78 (91.76%) Hadoop
2 61 (71.76%) PostgreSQL
3 38 (44.71%) MySQL
4 34 (40.00%) MongoDB
4 34 (40.00%) NoSQL
5 29 (34.12%) Apache Hive
5 29 (34.12%) SQL Server
6 27 (31.76%) HBase
6 27 (31.76%) Impala
6 27 (31.76%) Sqoop
7 2 (2.35%) SQL Server Analysis Services
7 2 (2.35%) SQL Server Integration Services
7 2 (2.35%) SQL Server Reporting Services
Development Applications
1 34 (40.00%) Hudson
1 34 (40.00%) JBehave
1 34 (40.00%) Jenkins
1 34 (40.00%) JUnit
2 2 (2.35%) SQL Server Management Studio (SSMS)
General
1 34 (40.00%) Retail
2 21 (24.71%) Marketing
Job Titles
1 40 (47.06%) Developer
2 34 (40.00%) Java Developer
2 34 (40.00%) Senior Developer
2 34 (40.00%) Senior Java Developer
3 27 (31.76%) Administrator
3 27 (31.76%) Hadoop Administrator
4 17 (20.00%) Data Scientist
4 17 (20.00%) Senior Data Scientist
5 5 (5.88%) Java Software Developer
5 5 (5.88%) Senior Java Software Developer
5 5 (5.88%) Senior Software Developer
5 5 (5.88%) Software Developer
6 4 (4.71%) PHP Developer
7 3 (3.53%) Front End Developer (Client-Side Developer)
7 3 (3.53%) Front End Web Developer (Client-Side Developer)
7 3 (3.53%) PHP Web Developer
7 3 (3.53%) Web Developer
8 2 (2.35%) HTML Developer
8 2 (2.35%) JavaScript Developer
9 1 (1.18%) Senior Analyst
Libraries, Frameworks & Software Standards
1 36 (42.35%) RESTful
2 34 (40.00%) Hibernate
2 34 (40.00%) HornetQ
2 34 (40.00%) Java EE
2 34 (40.00%) JAX-RS
2 34 (40.00%) JMS
2 34 (40.00%) JPA
2 34 (40.00%) RESTEasy
2 34 (40.00%) Spring
3 27 (31.76%) LAPP Stack
4 5 (5.88%) Ajax
4 5 (5.88%) JSON
5 4 (4.71%) HTML
6 2 (2.35%) CSS
6 2 (2.35%) CSS3
6 2 (2.35%) D3.js
6 2 (2.35%) GeoJSON
6 2 (2.35%) HTML5
6 2 (2.35%) jQuery
Miscellaneous
1 34 (40.00%) Artificial Intelligence
1 34 (40.00%) Mathematics
1 34 (40.00%) Mobile App
2 17 (20.00%) Algorithms
3 11 (12.94%) Smart Meter
3 11 (12.94%) Statistics
4 6 (7.06%) Digital Media
4 6 (7.06%) Management Information System
4 6 (7.06%) Social Media
5 2 (2.35%) User Experience
5 2 (2.35%) Visualisation
6 1 (1.18%) Analytical Skills
Operating Systems
1 34 (40.00%) Android
1 34 (40.00%) Apple iOS
2 27 (31.76%) Linux
Processes & Methodologies
1 53 (62.35%) Analytics
2 34 (40.00%) Agile Software Development
2 34 (40.00%) Continuous Integration
2 34 (40.00%) Data Management
2 34 (40.00%) Dependency Injection
2 34 (40.00%) DSDM
2 34 (40.00%) Functional Testing
2 34 (40.00%) Kanban
2 34 (40.00%) Predictive Analytics
2 34 (40.00%) Scrum
2 34 (40.00%) SOA
2 34 (40.00%) Software Delivery
2 34 (40.00%) Software Engineering
2 34 (40.00%) TDD
2 34 (40.00%) Unit Testing
3 29 (34.12%) Business Intelligence
4 27 (31.76%) ETL
4 27 (31.76%) MapReduce
4 27 (31.76%) Open Source
4 27 (31.76%) Performance Tuning
Programming Languages
1 74 (87.06%) SQL
2 61 (71.76%) Java
2 61 (71.76%) Python
3 45 (52.94%) Scala
4 34 (40.00%) Clojure
5 27 (31.76%) Shell Script
6 17 (20.00%) R
7 4 (4.71%) JavaScript
7 4 (4.71%) PHP
8 2 (2.35%) T-SQL
Qualifications
1 63 (74.12%) Degree
System Software
1 27 (31.76%) Apache Flume
1 27 (31.76%) HDFS
Systems Management
1 27 (31.76%) Hadoop YARN
1 27 (31.76%) Oozie
Vendors
1 34 (40.00%) Facebook
1 34 (40.00%) Oracle
1 34 (40.00%) Twitter
2 29 (34.12%) Cloudera
3 27 (31.76%) Hortonworks
3 27 (31.76%) MapR
4 1 (1.18%) Ariba