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 20 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Feb 2017
Same period 2016 Same period 2015
Big Data
West Midlands / Warwickshire
Rank 49 33 60
Rank change year-on-year
-16 +27
Permanent jobs citing Big Data 14 66 17
As % of all permanent IT jobs located in Warwickshire 2.49% 8.42% 2.46%
As % of the Database & Business Intelligence category 8.09% 19.13% 6.80%
Number of salaries quoted 3 32 15
Median salary £50,000 £57,500 £45,000
Median salary % change year-on-year
-13.04% +27.77%
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -

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
173 345 250
As % of all permanent IT jobs located in Warwickshire 30.73% 44.01% 36.18%
Number of salaries quoted 141 228 228
Median salary £40,000 £52,500 £42,500
Median salary % change year-on-year
-23.80% +23.52%
90% offered a salary of more than £28,500 £32,700 £27,850
10% offered a salary of more than £52,500 £52,000 £59,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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
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 20 February 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 -7 13 £50,000 -13.04%
Big Data
West Midlands

Big Data
Top 30 Related IT Skills in Warwickshire

For the 6 months to 20 February 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 34 (80.95%) Business Intelligence
2 23 (54.76%) Apache Hive
2 23 (54.76%) Apache Spark
3 20 (47.62%) Data Management
4 18 (42.86%) SQL
5 17 (40.48%) Hadoop
6 16 (38.10%) Java
7 15 (35.71%) SQL Server Reporting Services
7 15 (35.71%) Degree
8 13 (30.95%) Apache Pig
9 12 (28.57%) Open Source
9 12 (28.57%) SQL Server
9 12 (28.57%) Linux
9 12 (28.57%) Data Modelling
10 11 (26.19%) Cloudera
11 10 (23.81%) Oozie
11 10 (23.81%) SQL Server Management Studio (SSMS)
11 10 (23.81%) HDFS
11 10 (23.81%) Hadoop YARN
11 10 (23.81%) GeoJSON
11 10 (23.81%) Data Quality
11 10 (23.81%) JSON
11 10 (23.81%) SQL Server Analysis Services
11 10 (23.81%) Git (software)
11 10 (23.81%) Informatica
11 10 (23.81%) Kerberos
11 10 (23.81%) Apache
11 10 (23.81%) Ajax
11 10 (23.81%) SQL Server Integration Services
12 9 (21.43%) 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 (54.76%) Apache Spark
2 13 (30.95%) Apache Pig
3 10 (23.81%) Apache
4 3 (7.14%) CMS
5 2 (4.76%) WildFly
6 1 (2.38%) SAS
Applications
1 3 (7.14%) MS Excel
1 3 (7.14%) MS PowerPoint
Business Applications
1 4 (9.52%) Sage 200
1 4 (9.52%) Salesforce.com CRM
Cloud Services
1 4 (9.52%) Amazon AWS
Communications & Networking
1 10 (23.81%) Kerberos
2 3 (7.14%) Internet
Database & Business Intelligence
1 23 (54.76%) Apache Hive
2 17 (40.48%) Hadoop
3 15 (35.71%) SQL Server Reporting Services
4 12 (28.57%) SQL Server
5 10 (23.81%) SQL Server Analysis Services
5 10 (23.81%) SQL Server Integration Services
6 8 (19.05%) NoSQL
7 6 (14.29%) Data Warehouse
7 6 (14.29%) RDBMS
7 6 (14.29%) Relational Database
8 4 (9.52%) Amazon Redshift
8 4 (9.52%) MySQL
9 3 (7.14%) Data Mining
9 3 (7.14%) MongoDB
10 1 (2.38%) QlikView
Development Applications
1 10 (23.81%) Git (software)
1 10 (23.81%) SQL Server Management Studio (SSMS)
2 5 (11.90%) Talend Open Studio
3 1 (2.38%) Team Foundation Server
General
1 5 (11.90%) Automotive
1 5 (11.90%) Games
2 4 (9.52%) Manufacturing
3 3 (7.14%) Marketing
Job Titles
1 11 (26.19%) Developer
2 10 (23.81%) Administrator
2 10 (23.81%) Hadoop Administrator
3 6 (14.29%) Analyst
3 6 (14.29%) Data Analyst
3 6 (14.29%) Java Developer
4 5 (11.90%) Business Intelligence Developer
4 5 (11.90%) Business Intelligence Lead
5 4 (9.52%) Senior Developer
6 3 (7.14%) Angular Developer
6 3 (7.14%) Business Intelligence Analyst
6 3 (7.14%) Business Intelligence Data Analyst
6 3 (7.14%) Senior Analyst
6 3 (7.14%) Senior Business Intelligence Analyst
6 3 (7.14%) Senior Business Intelligence Developer
6 3 (7.14%) Senior Data Analyst
6 3 (7.14%) SEO Manager
6 3 (7.14%) SQL Analyst
6 3 (7.14%) SSRS Developer
6 3 (7.14%) Tableau Developer
Libraries, Frameworks & Software Standards
1 10 (23.81%) Ajax
1 10 (23.81%) GeoJSON
1 10 (23.81%) JSON
2 6 (14.29%) Hibernate
2 6 (14.29%) J2EE
2 6 (14.29%) Spring
3 4 (9.52%) AngularJS
3 4 (9.52%) Web Services
4 3 (7.14%) CSS
4 3 (7.14%) HTML
5 2 (4.76%) RESTful
6 1 (2.38%) .NET
6 1 (2.38%) ASP.NET
6 1 (2.38%) ASP.NET MVC
6 1 (2.38%) ASP.NET Web Forms
6 1 (2.38%) KnockoutJS
6 1 (2.38%) WCF
Miscellaneous
1 4 (9.52%) Analytical Skills
2 3 (7.14%) Credit Risk
2 3 (7.14%) Social Media
Operating Systems
1 12 (28.57%) Linux
Processes & Methodologies
1 34 (80.95%) Business Intelligence
2 20 (47.62%) Data Management
3 12 (28.57%) Data Modelling
3 12 (28.57%) Open Source
4 9 (21.43%) Analytics
5 7 (16.67%) Agile Software Development
6 4 (9.52%) CRM
6 4 (9.52%) Data Analysis
6 4 (9.52%) Stakeholder Management
7 3 (7.14%) Content Development
7 3 (7.14%) Internet Marketing
7 3 (7.14%) Pay per click
7 3 (7.14%) Search Engine Marketing
7 3 (7.14%) SEO
7 3 (7.14%) Web Analytics
8 2 (4.76%) Low Latency
8 2 (4.76%) Mentoring
8 2 (4.76%) Microservices
9 1 (2.38%) Parallel Programming
9 1 (2.38%) Visualisation
Programming Languages
1 18 (42.86%) SQL
2 16 (38.10%) Java
3 7 (16.67%) Python
4 5 (11.90%) JavaScript
5 4 (9.52%) R
6 1 (2.38%) C#
Qualifications
1 15 (35.71%) Degree
Quality Assurance & Compliance
1 10 (23.81%) Data Quality
2 3 (7.14%) SLA
System Software
1 10 (23.81%) HDFS
Systems Management
1 10 (23.81%) Hadoop YARN
1 10 (23.81%) Oozie
Vendors
1 11 (26.19%) Cloudera
2 10 (23.81%) Informatica
3 8 (19.05%) Tableau
4 5 (11.90%) Talend
5 4 (9.52%) Sage
5 4 (9.52%) Salesforce.com
6 3 (7.14%) Google
7 1 (2.38%) Alteryx