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

3 months to
28 Sep 2016
Same period 2015 Same period 2014
Big Data
Rank 133 117 121
Rank change year-on-year
-16 +4
Permanent jobs citing Big Data 17 8 16
As % of all permanent IT jobs located in Birmingham 0.68% 0.43% 0.70%
As % of the Database & Business Intelligence category 3.04% 1.89% 2.73%
Number of salaries quoted 17 5 16
Median salary £60,000 £75,000 £67,500
Median salary % change year-on-year
-20.00% +11.11%
90% offered a salary of more than £49,000 £42,000 £27,500
10% offered a salary of more than £75,000 £92,000 £80,000
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 Birmingham region.

Database & Business Intelligence Category
Birmingham
Permanent IT job ads with a match in the
Database & Business Intelligence category
560 424 586
As % of all permanent IT jobs located in Birmingham 22.47% 22.54% 25.60%
Number of salaries quoted 469 369 490
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £25,000 £30,000 £27,500
10% offered a salary of more than £60,000 £65,000 £67,000
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +6.25%

Big Data
Jobs Demand Trend in Birmingham

The demand trend of job ads across the Birmingham 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 Birmingham

Big Data
Salary Trend in Birmingham

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

Big Data Salary Trend in Birmingham

Big Data
Salary Histogram in Birmingham

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

Big Data Salary Histogram in Birmingham

Big Data
Top 30 Related IT Skills in Birmingham

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

1 16 (57.14%) Agile Software Development
2 15 (53.57%) Java
3 11 (39.29%) J2EE
4 9 (32.14%) JavaScript
4 9 (32.14%) Finance
5 8 (28.57%) Banking
6 7 (25.00%) Spring
6 7 (25.00%) Hibernate
6 7 (25.00%) Analytics
7 6 (21.43%) HTML
7 6 (21.43%) .NET
7 6 (21.43%) AngularJS
8 5 (17.86%) Cybersecurity
8 5 (17.86%) SC Cleared
8 5 (17.86%) Security Cleared
8 5 (17.86%) Scala
8 5 (17.86%) Hadoop
8 5 (17.86%) Python
8 5 (17.86%) CISSP
8 5 (17.86%) CISA
8 5 (17.86%) CISM
8 5 (17.86%) ITIL
8 5 (17.86%) Retail
8 5 (17.86%) Mentoring
8 5 (17.86%) Apache Spark
8 5 (17.86%) Presales
8 5 (17.86%) Security Operations
9 4 (14.29%) Fintech
9 4 (14.29%) Identity Access Management
9 4 (14.29%) Security Auditing

Big Data
Top Related IT Skills in Birmingham 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 5 (17.86%) Apache Spark
2 4 (14.29%) Apache
3 1 (3.57%) Apache Solr
3 1 (3.57%) CMS
3 1 (3.57%) Elasticsearch
3 1 (3.57%) SharePoint
Applications
1 1 (3.57%) MS Excel
1 1 (3.57%) MS PowerPoint
Cloud Services
1 4 (14.29%) SaaS
2 2 (7.14%) Amazon AWS
3 1 (3.57%) AWS CloudFormation
3 1 (3.57%) Microsoft Azure
Communications & Networking
1 1 (3.57%) Internet
Database & Business Intelligence
1 5 (17.86%) Hadoop
2 2 (7.14%) Data Warehouse
2 2 (7.14%) NoSQL
2 2 (7.14%) OLAP
2 2 (7.14%) OLTP
2 2 (7.14%) QlikView
2 2 (7.14%) SQL Server
2 2 (7.14%) SQL Server Reporting Services
3 1 (3.57%) HBase
3 1 (3.57%) MongoDB
3 1 (3.57%) Neo4j
Development Applications
1 1 (3.57%) Selenium
1 1 (3.57%) TeamCity
General
1 9 (32.14%) Finance
2 8 (28.57%) Banking
3 5 (17.86%) Retail
4 4 (14.29%) Telecoms
5 2 (7.14%) Marketing
Job Titles
1 15 (53.57%) Developer
2 9 (32.14%) Java Developer
3 5 (17.86%) Architect
3 5 (17.86%) Security Specialist
4 4 (14.29%) Cybersecurity Specialist
4 4 (14.29%) Senior Data Warehouse Specialist
4 4 (14.29%) Senior Security Specialist
4 4 (14.29%) SIEM Specialist
5 3 (10.71%) Solutions Architect
6 2 (7.14%) .NET Architect
6 2 (7.14%) Angular Developer
6 2 (7.14%) Enterprise Infrastructure Architect
6 2 (7.14%) Enterprise Solutions Architect
6 2 (7.14%) Enterprise Technical Architect
6 2 (7.14%) Infrastructure Architect
6 2 (7.14%) Infrastructure Solutions Architect
6 2 (7.14%) Java Architect
6 2 (7.14%) Java Software Architect
6 2 (7.14%) Java Technical Architect
6 2 (7.14%) Technical Architect
Libraries, Frameworks & Software Standards
1 11 (39.29%) J2EE
2 7 (25.00%) Hibernate
2 7 (25.00%) Spring
3 6 (21.43%) .NET
3 6 (21.43%) AngularJS
3 6 (21.43%) HTML
4 4 (14.29%) HTML5
5 2 (7.14%) ASP.NET
5 2 (7.14%) CSS
5 2 (7.14%) MDX
6 1 (3.57%) ASP.NET MVC
6 1 (3.57%) ASP.NET Web API
6 1 (3.57%) ASP.NET Web Forms
6 1 (3.57%) Backbone.js
6 1 (3.57%) Kafka
6 1 (3.57%) KnockoutJS
6 1 (3.57%) RabbitMQ
6 1 (3.57%) REST
6 1 (3.57%) SOAP
6 1 (3.57%) Web Services
Miscellaneous
1 4 (14.29%) Enterprise Software
1 4 (14.29%) Fintech
1 4 (14.29%) PKI
2 2 (7.14%) Credit Risk
2 2 (7.14%) Data Conversion
2 2 (7.14%) Social Media
2 2 (7.14%) Visualisation
3 1 (3.57%) User Experience
Operating Systems
1 2 (7.14%) Linux
2 1 (3.57%) Unix
2 1 (3.57%) Windows
Processes & Methodologies
1 16 (57.14%) Agile Software Development
2 7 (25.00%) Analytics
3 5 (17.86%) Cybersecurity
3 5 (17.86%) ITIL
3 5 (17.86%) Mentoring
3 5 (17.86%) Presales
3 5 (17.86%) Security Operations
4 4 (14.29%) Data Loss Prevention
4 4 (14.29%) Identity Access Management
4 4 (14.29%) Information Security
4 4 (14.29%) Information Security Management
4 4 (14.29%) Penetration Testing
4 4 (14.29%) Security Auditing
4 4 (14.29%) Security Management
4 4 (14.29%) Server Hardening
4 4 (14.29%) SIEM
4 4 (14.29%) Technical Architecture
4 4 (14.29%) Threat Detection
4 4 (14.29%) Virtual Environments
5 3 (10.71%) Business Intelligence
Programming Languages
1 15 (53.57%) Java
2 9 (32.14%) JavaScript
3 5 (17.86%) Python
3 5 (17.86%) Scala
4 2 (7.14%) Bash Shell
4 2 (7.14%) C#
5 1 (3.57%) C
5 1 (3.57%) C++
5 1 (3.57%) Perl
5 1 (3.57%) PowerShell
5 1 (3.57%) SQL
Qualifications
1 5 (17.86%) CISA
1 5 (17.86%) CISM
1 5 (17.86%) CISSP
1 5 (17.86%) SC Cleared
1 5 (17.86%) Security Cleared
2 4 (14.29%) DV Cleared
3 1 (3.57%) AWS Certification
3 1 (3.57%) CGEIT
3 1 (3.57%) Degree
3 1 (3.57%) VCAP
3 1 (3.57%) VCDX
3 1 (3.57%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 4 (14.29%) GPG13
1 4 (14.29%) ISO/IEC 27001
1 4 (14.29%) PCI DSS
2 1 (3.57%) QA
System Software
1 1 (3.57%) Apache Flume
1 1 (3.57%) Apache ZooKeeper
1 1 (3.57%) HDFS
1 1 (3.57%) VMware Infrastructure
1 1 (3.57%) XenServer
Systems Management
1 1 (3.57%) Oozie
1 1 (3.57%) Opscode Chef
1 1 (3.57%) Puppet
1 1 (3.57%) Terraform
Vendors
1 2 (7.14%) Google
1 2 (7.14%) Tableau
2 1 (3.57%) Citrix
2 1 (3.57%) ServiceNow
2 1 (3.57%) VMware
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