The following table provides summary statistics for permanent job vacancies advertised in Warwickshire 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 3 months to 29 June 2017 with a comparison to the same period in the previous 2 years.

Big Data
West Midlands / Warwickshire
3 months to
29 Jun 2017
Same period 2016 Same period 2015
Rank 61 34 70
Rank change year-on-year -27 +36  
Permanent jobs citing Big Data 13 50 15
As % of all permanent IT jobs advertised in Warwickshire 2.07% 7.91% 1.77%
As % of the Database & Business Intelligence category 5.96% 22.52% 4.92%
Number of salaries quoted 12 30 14
Median salary £47,500 £57,500 £52,500
Median salary % change year-on-year -17.39% +9.52%  
90% offered a salary of more than £29,975 £33,750 £29,500
10% offered a salary of more than £50,250 £62,500 £72,750
UK excluding London median salary £52,500 £54,000 £47,500
% change year-on-year -2.77% +13.68%  

Big Data is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Warwickshire with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Warwickshire
Permanent job vacancies with a requirement for database and business intelligence skills 218 222 305
As % of all permanent IT job vacancies advertised in Warwickshire 34.77% 35.13% 35.97%
Number of salaries quoted 468 402 704
Median salary £34,750 £50,000 £40,000
Median salary % change year-on-year -30.50% +25.00%  
90% offered a salary of more than £26,000 £26,250 £22,500
10% offered a salary of more than £52,500 £59,750 £62,500
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Big Data
Job Vacancy Trend in Warwickshire

Job postings citing Big Data as a percentage of all IT jobs advertised in Warwickshire.

Job vacancy trend for Big Data 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 in Warwickshire.

Salary trend for Big Data in Warwickshire

Big Data
Salary Histogram in Warwickshire

The salary distribution of IT jobs citing Big Data in Warwickshire over the 3 months to 29 June 2017.

Salary histogram for Big Data 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 29 June 2017. 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 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 -23 6 £40,250 -32.91% 2
Gaydon - 1 £50,000 -
Big Data
West Midlands

For the 6 months to 29 June 2017, 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 17 (94.44%) SQL
2 14 (77.78%) Degree
3 12 (66.67%) NoSQL
4 10 (55.56%) Master's Degree
5 9 (50.00%) .NET
5 9 (50.00%) SQL Server
6 8 (44.44%) Business Intelligence
6 8 (44.44%) SQL Server Integration Services
6 8 (44.44%) Agile Software Development
6 8 (44.44%) SQL Server Reporting Services
6 8 (44.44%) Hadoop
6 8 (44.44%) Apache Spark
7 7 (38.89%) Analytics
7 7 (38.89%) MongoDB
8 5 (27.78%) Informatica
8 5 (27.78%) ArcGIS
8 5 (27.78%) Data Modelling
8 5 (27.78%) Python
8 5 (27.78%) Apache Hive
8 5 (27.78%) Git (software)
8 5 (27.78%) SQL Server Analysis Services
8 5 (27.78%) Data Management
8 5 (27.78%) Ajax
8 5 (27.78%) JSON
8 5 (27.78%) Machine Learning
8 5 (27.78%) Cloudera
8 5 (27.78%) R
8 5 (27.78%) MapReduce
8 5 (27.78%) Data Quality
8 5 (27.78%) SQL Server Management Studio (SSMS)

Big Data
Co-occurring 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 8 (44.44%) Apache Spark
2 5 (27.78%) ArcGIS
3 3 (16.67%) GlassFish
3 3 (16.67%) JBoss
3 3 (16.67%) Oracle SOA Suite
3 3 (16.67%) WildFly
Cloud Services
1 4 (22.22%) Amazon AWS
1 4 (22.22%) Bluemix
1 4 (22.22%) IaaS
1 4 (22.22%) IBM Cloud
1 4 (22.22%) Microsoft Azure
1 4 (22.22%) PaaS
Communications & Networking
1 1 (5.56%) Intranet
Database & Business Intelligence
1 12 (66.67%) NoSQL
2 9 (50.00%) SQL Server
3 8 (44.44%) Hadoop
3 8 (44.44%) SQL Server Integration Services
3 8 (44.44%) SQL Server Reporting Services
4 7 (38.89%) MongoDB
5 5 (27.78%) Apache Hive
5 5 (27.78%) SQL Server Analysis Services
6 4 (22.22%) CouchDB
6 4 (22.22%) SQL Server 2008
7 3 (16.67%) Apache Cassandra
7 3 (16.67%) MySQL
7 3 (16.67%) PostgreSQL
7 3 (16.67%) Spatial Data
Development Applications
1 5 (27.78%) Git (software)
1 5 (27.78%) SQL Server Management Studio (SSMS)
2 4 (22.22%) JSUnit
3 3 (16.67%) Hudson
3 3 (16.67%) JBehave
3 3 (16.67%) Jenkins
3 3 (16.67%) JUnit
General
1 1 (5.56%) Automotive
1 1 (5.56%) Publishing
Job Titles
1 7 (38.89%) Developer
2 5 (27.78%) Data Scientist
3 3 (16.67%) Developer/Software Engineer
3 3 (16.67%) Digital Developer
3 3 (16.67%) Node.js Developer
3 3 (16.67%) Senior Developer
3 3 (16.67%) Senior Software Developer
3 3 (16.67%) Senior Software Engineer
3 3 (16.67%) Software Developer
3 3 (16.67%) Software Engineer
4 2 (11.11%) .NET Developer
5 1 (5.56%) JavaScript Developer
5 1 (5.56%) Test and Validation Engineer
5 1 (5.56%) Test Engineer
5 1 (5.56%) Validation Engineer
Libraries, Frameworks & Software Standards
1 9 (50.00%) .NET
2 5 (27.78%) Ajax
2 5 (27.78%) GeoJSON
2 5 (27.78%) JSON
3 4 (22.22%) AngularJS
3 4 (22.22%) CSS
3 4 (22.22%) LESS
3 4 (22.22%) Node.js
4 3 (16.67%) Hibernate
4 3 (16.67%) HornetQ
4 3 (16.67%) Java EE
4 3 (16.67%) JAX-RS
4 3 (16.67%) JMS
4 3 (16.67%) RESTEasy
4 3 (16.67%) RESTful
4 3 (16.67%) Spring
4 3 (16.67%) Spring Boot
4 3 (16.67%) WireMock
5 2 (11.11%) .NET Framework
Miscellaneous
1 4 (22.22%) User Experience
2 3 (16.67%) Mobile App
3 1 (5.56%) Analytical Skills
3 1 (5.56%) Management Information System
Operating Systems
1 3 (16.67%) Android
1 3 (16.67%) Apple iOS
Processes & Methodologies
1 8 (44.44%) Agile Software Development
1 8 (44.44%) Business Intelligence
2 7 (38.89%) Analytics
3 5 (27.78%) Data Management
3 5 (27.78%) Data Modelling
3 5 (27.78%) Machine Learning
3 5 (27.78%) MapReduce
4 3 (16.67%) Continuous Integration
4 3 (16.67%) Data Analysis
4 3 (16.67%) DSDM
4 3 (16.67%) ETL
4 3 (16.67%) Functional Testing
4 3 (16.67%) Kanban
4 3 (16.67%) Mathematics
4 3 (16.67%) Predictive Analytics
4 3 (16.67%) Scrum
4 3 (16.67%) SOA
4 3 (16.67%) Software Engineering
4 3 (16.67%) TDD
4 3 (16.67%) Unit Testing
Programming Languages
1 17 (94.44%) SQL
2 5 (27.78%) Python
2 5 (27.78%) R
3 4 (22.22%) C#
3 4 (22.22%) JavaScript
4 3 (16.67%) Java
4 3 (16.67%) Scala
Qualifications
1 14 (77.78%) Degree
2 10 (55.56%) Master's Degree
Quality Assurance & Compliance
1 5 (27.78%) Data Quality
System Software
1 3 (16.67%) Docker
Vendors
1 5 (27.78%) Cloudera
1 5 (27.78%) Informatica
2 4 (22.22%) IBM
2 4 (22.22%) Microsoft
3 3 (16.67%) Oracle
Warwick
Searchability
Salary: £35000 - £50000 per annum + Benefits
Posted: 3 days ago
Warwickshire
Talent Analytix
Salary: From £60,000 to £70,000 per annum
Posted: 5 days ago