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 5 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 May 2016
Same period 2015 Same period 2014
Big Data
Rank 40 48 61
Rank change year-on-year
+8 +13
Permanent jobs citing Big Data 53 33 12
As % of all permanent IT jobs located in Warwickshire 7.78% 4.18% 1.68%
As % of the Database & Business Intelligence category 20.87% 10.15% 4.29%
Number of salaries quoted 32 32 12
Median salary £60,000 £50,000 £42,500
Median salary % change year-on-year
+20.00% +17.64%
UK excluding London median salary £50,000 £50,000 £50,000
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
254 325 280
As % of all permanent IT jobs located in Warwickshire 37.30% 41.14% 39.16%
Number of salaries quoted 173 307 260
Median salary £55,000 £45,000 £40,000
Median salary % change year-on-year
+22.22% +12.50%
90% offered a salary of more than £30,000 £25,000 £30,000
10% offered a salary of more than £60,000 £52,500 £57,500
UK excluding London median salary £42,500 £40,500 £40,000
% change year-on-year
+4.93% +1.25%

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 5 May 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 5 May 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 +13 52 £60,000 +14.28% 5
Big Data
West Midlands

Big Data
Top 30 Related IT Skills in Warwickshire

For the 6 months to 5 May 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.

1 104 (95.41%) Apache Spark
2 102 (93.58%) Hadoop
3 90 (82.57%) Apache Cassandra
4 72 (66.06%) Degree
5 71 (65.14%) Java
6 70 (64.22%) Data Management
7 68 (62.39%) SQL
8 61 (55.96%) Analytics
9 59 (54.13%) Python
9 59 (54.13%) PostgreSQL
10 47 (43.12%) Business Intelligence
10 47 (43.12%) Apache Hive
11 45 (41.28%) MapReduce
11 45 (41.28%) Apache Pig
11 45 (41.28%) Sqoop
11 45 (41.28%) Apache Flume
11 45 (41.28%) Oozie
11 45 (41.28%) Impala
12 44 (40.37%) Scala
13 41 (37.61%) Apache
14 36 (33.03%) SQL Server
15 35 (32.11%) Linux
16 34 (31.19%) Cloudera
17 33 (30.28%) Performance Tuning
17 33 (30.28%) Hadoop YARN
17 33 (30.28%) HDFS
17 33 (30.28%) LAPP Stack
17 33 (30.28%) Shell Script
17 33 (30.28%) ETL
17 33 (30.28%) HBase

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
1 104 (95.41%) Apache Spark
2 45 (41.28%) Apache Pig
3 41 (37.61%) Apache
4 26 (23.85%) GlassFish
4 26 (23.85%) JBoss
4 26 (23.85%) WildFly
5 2 (1.83%) Elasticsearch
6 1 (0.92%) Node.js
6 1 (0.92%) WordPress
Business Applications
1 1 (0.92%) Magento
Cloud Services
1 1 (0.92%) Amazon AWS
1 1 (0.92%) Bluemix
1 1 (0.92%) IaaS
1 1 (0.92%) Microsoft Azure
1 1 (0.92%) PaaS
Communications & Networking
1 2 (1.83%) SSL
2 1 (0.92%) Internet
Database & Business Intelligence
1 102 (93.58%) Hadoop
2 90 (82.57%) Apache Cassandra
3 59 (54.13%) PostgreSQL
4 47 (43.12%) Apache Hive
5 45 (41.28%) Impala
5 45 (41.28%) Sqoop
6 36 (33.03%) SQL Server
7 33 (30.28%) HBase
8 29 (26.61%) MySQL
9 27 (24.77%) MongoDB
9 27 (24.77%) NoSQL
10 2 (1.83%) SQL Server Analysis Services
10 2 (1.83%) SQL Server Integration Services
10 2 (1.83%) SQL Server Reporting Services
11 1 (0.92%) CouchDB
11 1 (0.92%) RDBMS
11 1 (0.92%) Relational Database
11 1 (0.92%) SQL Server 2008
Development Applications
1 26 (23.85%) Hudson
1 26 (23.85%) JBehave
1 26 (23.85%) Jenkins
1 26 (23.85%) JUnit
2 2 (1.83%) SQL Server Management Studio (SSMS)
3 1 (0.92%) JSUnit
General
1 32 (29.36%) Marketing
2 26 (23.85%) Retail
3 1 (0.92%) Finance
3 1 (0.92%) Legal
Job Titles
1 33 (30.28%) Administrator
1 33 (30.28%) Hadoop Administrator
2 32 (29.36%) Developer
3 31 (28.44%) Data Scientist
3 31 (28.44%) Senior Data Scientist
4 26 (23.85%) Java Developer
4 26 (23.85%) Senior Developer
4 26 (23.85%) Senior Java Developer
5 12 (11.01%) Hadoop Engineer
5 12 (11.01%) Java Engineer
6 3 (2.75%) Java Software Developer
6 3 (2.75%) PHP Developer
6 3 (2.75%) Senior Java Software Developer
6 3 (2.75%) Senior Software Developer
6 3 (2.75%) Software Developer
7 2 (1.83%) MySQL Developer
7 2 (1.83%) PHP LAMP Developer
7 2 (1.83%) PHP MySQL Developer
7 2 (1.83%) PHP Web Developer
7 2 (1.83%) Web Developer
Libraries, Frameworks & Software Standards
1 33 (30.28%) LAPP Stack
2 28 (25.69%) RESTful
3 26 (23.85%) Hibernate
3 26 (23.85%) HornetQ
3 26 (23.85%) Java EE
3 26 (23.85%) JAX-RS
3 26 (23.85%) JMS
3 26 (23.85%) JPA
3 26 (23.85%) RESTEasy
3 26 (23.85%) Spring
4 12 (11.01%) Web Services
5 5 (4.59%) CSS
6 4 (3.67%) HTML
7 2 (1.83%) Ajax
7 2 (1.83%) CSS3
7 2 (1.83%) D3.js
7 2 (1.83%) GeoJSON
7 2 (1.83%) HTML5
7 2 (1.83%) JSON
7 2 (1.83%) LAMP
Miscellaneous
1 31 (28.44%) Algorithms
2 26 (23.85%) Artificial Intelligence
2 26 (23.85%) Management Information System
2 26 (23.85%) Mathematics
2 26 (23.85%) Mobile App
3 25 (22.94%) Digital Media
3 25 (22.94%) Social Media
4 12 (11.01%) Analytical Skills
5 6 (5.50%) Smart Meter
5 6 (5.50%) Statistics
6 5 (4.59%) User Experience
7 2 (1.83%) Visualisation
8 1 (0.92%) Internet of Things
Operating Systems
1 35 (32.11%) Linux
2 27 (24.77%) Android
2 27 (24.77%) Apple iOS
Processes & Methodologies
1 70 (64.22%) Data Management
2 61 (55.96%) Analytics
3 47 (43.12%) Business Intelligence
4 45 (41.28%) MapReduce
5 33 (30.28%) ETL
5 33 (30.28%) Open Source
5 33 (30.28%) Performance Tuning
6 31 (28.44%) Data Analysis
6 31 (28.44%) Predictive Modelling
6 31 (28.44%) Statistical Modelling
7 27 (24.77%) Agile Software Development
8 26 (23.85%) Continuous Integration
8 26 (23.85%) Dependency Injection
8 26 (23.85%) Functional Testing
8 26 (23.85%) Kanban
8 26 (23.85%) Predictive Analytics
8 26 (23.85%) Scrum
8 26 (23.85%) Software Engineering
8 26 (23.85%) TDD
8 26 (23.85%) Unit Testing
Programming Languages
1 71 (65.14%) Java
2 68 (62.39%) SQL
3 59 (54.13%) Python
4 44 (40.37%) Scala
5 33 (30.28%) Shell Script
6 31 (28.44%) R
7 26 (23.85%) Clojure
8 5 (4.59%) JavaScript
9 3 (2.75%) PHP
10 2 (1.83%) T-SQL
11 1 (0.92%) C#
Qualifications
1 72 (66.06%) Degree
System Software
1 45 (41.28%) Apache Flume
2 33 (30.28%) HDFS
Systems Management
1 45 (41.28%) Oozie
2 33 (30.28%) Hadoop YARN
Vendors
1 34 (31.19%) Cloudera
2 32 (29.36%) Hortonworks
2 32 (29.36%) MapR
3 26 (23.85%) Facebook
3 26 (23.85%) Oracle
3 26 (23.85%) Twitter
4 2 (1.83%) Apple
5 1 (0.92%) IBM
5 1 (0.92%) Microsoft
Warwick, Warwickshire
First Utility
Salary: From £45,000 to £65,000 per annum + Bonus + Excellent Benefits
Posted: 15 days ago
Warwickshire
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Salary: £0 - £35,000 per year
Posted: 15 days ago
Warwick, Warwickshire
First Utility
Salary: From £45,000 to £55,000 per annum + Excellent Benefits
Posted: 17 days ago
Warwick
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Salary: £55,000 - £65,000 + Bonus + Benefits
Posted: 22 days ago
Warwick, Warwickshire
First Utility
Posted: 24 days ago
Warwick, Warwickshire
First Utility
Salary: From £50,000 to £65,000 per annum + bonus + excellent benefits
Posted: 24 days ago