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 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Big Data
West Midlands / Warwickshire
Rank 59 42 51
Rank change year-on-year -17 +9  
Permanent jobs citing Big Data 5 48 26
As % of all permanent IT jobs advertised in Warwickshire 0.85% 6.37% 3.60%
As % of the Database & Business Intelligence category 2.86% 16.33% 9.12%
Number of salaries quoted 0 24 24
Median salary - £57,500 £50,000
Median salary % change year-on-year - +15.00%  
UK excluding London median salary £55,000 £50,000 £52,500
% change year-on-year +10.00% -4.76%  

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 175 294 285
As % of all permanent IT job vacancies advertised in Warwickshire 29.76% 39.04% 39.42%
Number of salaries quoted 152 198 266
Median salary £40,000 £50,000 £42,500
Median salary % change year-on-year -20.00% +17.64%  
90% offered a salary of more than £26,000 £30,000 £25,000
10% offered a salary of more than £52,500 £52,500 £57,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Big Data
Job Vacancy Trend in Warwickshire

The job posting trend of jobs advertised in Warwickshire citing Big Data as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

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
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 24 March 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 0 5 - -
Big Data
West Midlands

Big Data
Top 30 Related IT Skills in Warwickshire

For the 6 months to 24 March 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 29 (90.63%) Business Intelligence
2 23 (71.88%) Apache Spark
3 20 (62.50%) Apache Hive
3 20 (62.50%) Data Management
4 14 (43.75%) SQL Server Reporting Services
4 14 (43.75%) Hadoop
4 14 (43.75%) SQL
5 13 (40.63%) Degree
6 12 (37.50%) Java
6 12 (37.50%) Linux
6 12 (37.50%) Data Modelling
6 12 (37.50%) Open Source
7 11 (34.38%) Cloudera
7 11 (34.38%) SQL Server
8 10 (31.25%) Apache
8 10 (31.25%) Kerberos
8 10 (31.25%) Informatica
8 10 (31.25%) JSON
8 10 (31.25%) SQL Server Integration Services
8 10 (31.25%) Git (software)
8 10 (31.25%) SQL Server Analysis Services
8 10 (31.25%) Ajax
8 10 (31.25%) Apache Pig
8 10 (31.25%) Data Quality
8 10 (31.25%) Hadoop YARN
8 10 (31.25%) GeoJSON
8 10 (31.25%) Oozie
8 10 (31.25%) SQL Server Management Studio (SSMS)
8 10 (31.25%) HDFS
9 5 (15.63%) Analytics

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 23 (71.88%) Apache Spark
2 10 (31.25%) Apache
2 10 (31.25%) Apache Pig
3 2 (6.25%) CMS
3 2 (6.25%) WildFly
4 1 (3.13%) SAS
Applications
1 2 (6.25%) MS Excel
1 2 (6.25%) MS PowerPoint
Business Applications
1 4 (12.50%) Sage 200
1 4 (12.50%) Salesforce.com CRM
Cloud Services
1 4 (12.50%) Amazon AWS
Communications & Networking
1 10 (31.25%) Kerberos
2 2 (6.25%) Internet
Database & Business Intelligence
1 20 (62.50%) Apache Hive
2 14 (43.75%) Hadoop
2 14 (43.75%) SQL Server Reporting Services
3 11 (34.38%) SQL Server
4 10 (31.25%) SQL Server Analysis Services
4 10 (31.25%) SQL Server Integration Services
5 5 (15.63%) NoSQL
6 4 (12.50%) Amazon Redshift
6 4 (12.50%) MySQL
7 3 (9.38%) Data Warehouse
7 3 (9.38%) MongoDB
7 3 (9.38%) RDBMS
7 3 (9.38%) Relational Database
8 1 (3.13%) QlikView
Development Applications
1 10 (31.25%) Git (software)
1 10 (31.25%) SQL Server Management Studio (SSMS)
2 4 (12.50%) Talend Open Studio
General
1 4 (12.50%) Automotive
1 4 (12.50%) Manufacturing
2 2 (6.25%) Games
2 2 (6.25%) Marketing
Job Titles
1 10 (31.25%) Administrator
1 10 (31.25%) Hadoop Administrator
2 6 (18.75%) Developer
3 4 (12.50%) Business Intelligence Developer
3 4 (12.50%) Senior Developer
4 3 (9.38%) Analyst
4 3 (9.38%) Data Analyst
4 3 (9.38%) Senior Business Intelligence Developer
4 3 (9.38%) SQL Analyst
4 3 (9.38%) SQL Data Analyst
4 3 (9.38%) SSRS Developer
4 3 (9.38%) Tableau Developer
5 2 (6.25%) Agile Developer
5 2 (6.25%) Agile Java Developer
5 2 (6.25%) Java Developer
5 2 (6.25%) SEO Manager
6 1 (3.13%) Graduate Java Developer
6 1 (3.13%) Graduate Java Engineer
6 1 (3.13%) Java Engineer
6 1 (3.13%) Server Engineer
Libraries, Frameworks & Software Standards
1 10 (31.25%) Ajax
1 10 (31.25%) GeoJSON
1 10 (31.25%) JSON
2 4 (12.50%) Web Services
3 2 (6.25%) CSS
3 2 (6.25%) Hibernate
3 2 (6.25%) HTML
3 2 (6.25%) J2EE
3 2 (6.25%) RESTful
3 2 (6.25%) Spring
Miscellaneous
1 2 (6.25%) Credit Risk
1 2 (6.25%) Social Media
2 1 (3.13%) Analytical Skills
Operating Systems
1 12 (37.50%) Linux
Processes & Methodologies
1 29 (90.63%) Business Intelligence
2 20 (62.50%) Data Management
3 12 (37.50%) Data Modelling
3 12 (37.50%) Open Source
4 5 (15.63%) Analytics
5 4 (12.50%) CRM
5 4 (12.50%) Data Analysis
5 4 (12.50%) Stakeholder Management
6 2 (6.25%) Agile Software Development
6 2 (6.25%) Content Development
6 2 (6.25%) Internet Marketing
6 2 (6.25%) Low Latency
6 2 (6.25%) Microservices
6 2 (6.25%) Pay per click
6 2 (6.25%) Search Engine Marketing
6 2 (6.25%) SEO
6 2 (6.25%) Web Analytics
7 1 (3.13%) Visualisation
Programming Languages
1 14 (43.75%) SQL
2 12 (37.50%) Java
3 4 (12.50%) Python
4 1 (3.13%) R
Qualifications
1 13 (40.63%) Degree
Quality Assurance & Compliance
1 10 (31.25%) Data Quality
2 3 (9.38%) SLA
System Software
1 10 (31.25%) HDFS
Systems Management
1 10 (31.25%) Hadoop YARN
1 10 (31.25%) Oozie
Vendors
1 11 (34.38%) Cloudera
2 10 (31.25%) Informatica
3 4 (12.50%) Sage
3 4 (12.50%) Salesforce.com
3 4 (12.50%) Tableau
3 4 (12.50%) Talend
4 2 (6.25%) Google
5 1 (3.13%) Alteryx