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 9 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Big Data
Rank 87 112 138
Rank change year-on-year
+25 +26
Permanent jobs citing Big Data 54 21 5
As % of all permanent IT jobs located in Birmingham 2.43% 1.10% 0.23%
As % of the Database & Business Intelligence category 10.69% 3.96% 0.81%
Number of salaries quoted 52 7 5
Median salary £65,000 £47,500 £51,500
Median salary % change year-on-year
+36.84% -7.76%
90% offered a salary of more than £50,000 £37,500 £39,800
10% offered a salary of more than £75,000 £56,000 £80,000
UK excluding London median salary £52,500 £50,000 £47,500
% change year-on-year
+5.00% +5.26%
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
505 530 621
As % of all permanent IT jobs located in Birmingham 22.75% 27.73% 28.46%
Number of salaries quoted 452 461 558
Median salary £45,000 £40,000 £39,250
Median salary % change year-on-year
+12.50% +1.91%
90% offered a salary of more than £27,500 £28,000 £27,500
10% offered a salary of more than £62,500 £55,000 £60,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +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 9 December 2016.

Big Data Salary Histogram in Birmingham

Big Data
Top 30 Related IT Skills in Birmingham

For the 6 months to 9 December 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 41 (64.06%) Agile Software Development
2 40 (62.50%) Java
2 40 (62.50%) Finance
3 33 (51.56%) Banking
4 31 (48.44%) Hadoop
5 29 (45.31%) Apache Spark
6 28 (43.75%) Fintech
6 28 (43.75%) HTML
7 27 (42.19%) Apache
8 24 (37.50%) J2EE
8 24 (37.50%) AngularJS
9 23 (35.94%) HTML5
10 14 (21.88%) Retail
11 13 (20.31%) .NET
12 12 (18.75%) Python
13 11 (17.19%) Telecoms
13 11 (17.19%) Technical Architecture
13 11 (17.19%) SaaS
13 11 (17.19%) Enterprise Software
14 10 (15.63%) Analytics
14 10 (15.63%) Web Development
14 10 (15.63%) Business Intelligence
15 9 (14.06%) JavaScript
15 9 (14.06%) Security Cleared
15 9 (14.06%) Software Engineering
15 9 (14.06%) Presales
15 9 (14.06%) Cybersecurity
16 8 (12.50%) GPG13
16 8 (12.50%) Identity Access Management
16 8 (12.50%) Server Hardening

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 29 (45.31%) Apache Spark
2 27 (42.19%) Apache
3 3 (4.69%) CMS
4 2 (3.13%) Apache Pig
4 2 (3.13%) Elasticsearch
4 2 (3.13%) SharePoint
5 1 (1.56%) Apache Solr
Applications
1 3 (4.69%) MS Excel
1 3 (4.69%) MS PowerPoint
Business Applications
1 2 (3.13%) Sage 200
1 2 (3.13%) Salesforce.com CRM
2 1 (1.56%) SAP BPC
Cloud Services
1 11 (17.19%) SaaS
2 5 (7.81%) Amazon AWS
3 4 (6.25%) Microsoft Azure
4 1 (1.56%) AWS CloudFormation
4 1 (1.56%) Office 365
Communications & Networking
1 3 (4.69%) Internet
2 1 (1.56%) DNS
2 1 (1.56%) FTP
2 1 (1.56%) HTTP
2 1 (1.56%) tcpdump
2 1 (1.56%) Wireshark
Database & Business Intelligence
1 31 (48.44%) Hadoop
2 7 (10.94%) SQL Server
3 3 (4.69%) MongoDB
3 3 (4.69%) MySQL
4 2 (3.13%) Amazon Redshift
4 2 (3.13%) Apache Cassandra
4 2 (3.13%) Apache Hive
4 2 (3.13%) Data Warehouse
4 2 (3.13%) HBase
4 2 (3.13%) NoSQL
4 2 (3.13%) SQL Server Reporting Services
5 1 (1.56%) BusinessObjects
5 1 (1.56%) Data Mart
5 1 (1.56%) Flink
5 1 (1.56%) HDInsight
5 1 (1.56%) Impala
5 1 (1.56%) OLAP
5 1 (1.56%) OLAP Cube
5 1 (1.56%) Oracle OLAP
5 1 (1.56%) SAP BW
Development Applications
1 4 (6.25%) Selenium
2 2 (3.13%) Talend Open Studio
3 1 (1.56%) JUnit
3 1 (1.56%) TeamCity
3 1 (1.56%) TestNG
General
1 40 (62.50%) Finance
2 33 (51.56%) Banking
3 14 (21.88%) Retail
4 11 (17.19%) Telecoms
5 6 (9.38%) Marketing
6 2 (3.13%) Automotive
6 2 (3.13%) Manufacturing
Job Titles
1 28 (43.75%) Developer
2 15 (23.44%) Architect
3 12 (18.75%) Java Developer
4 10 (15.63%) Web Developer
5 8 (12.50%) Cybersecurity Specialist
5 8 (12.50%) Security Specialist
5 8 (12.50%) Senior Data Warehouse Specialist
5 8 (12.50%) Senior Security Specialist
5 8 (12.50%) SIEM Specialist
5 8 (12.50%) Solutions Architect
6 7 (10.94%) Angular Developer
6 7 (10.94%) HTML Developer
7 6 (9.38%) Enterprise Infrastructure Architect
7 6 (9.38%) Enterprise Solutions Architect
7 6 (9.38%) Infrastructure Architect
7 6 (9.38%) Infrastructure Solutions Architect
8 5 (7.81%) .NET Technical Architect
8 5 (7.81%) Enterprise Technical Architect
8 5 (7.81%) Java Architect
8 5 (7.81%) Java Software Architect
Libraries, Frameworks & Software Standards
1 28 (43.75%) HTML
2 24 (37.50%) AngularJS
2 24 (37.50%) J2EE
3 23 (35.94%) HTML5
4 13 (20.31%) .NET
5 4 (6.25%) CSS
6 3 (4.69%) Web Services
7 2 (3.13%) ASP.NET
7 2 (3.13%) SOAP
8 1 (1.56%) ASP.NET MVC
8 1 (1.56%) Hibernate
8 1 (1.56%) JPA
8 1 (1.56%) KnockoutJS
8 1 (1.56%) Lucene
8 1 (1.56%) RabbitMQ
8 1 (1.56%) REST
8 1 (1.56%) Spring
8 1 (1.56%) Spring MVC
8 1 (1.56%) Spring Web Flow
8 1 (1.56%) XML
Miscellaneous
1 28 (43.75%) Fintech
2 11 (17.19%) Enterprise Software
3 8 (12.50%) PKI
4 5 (7.81%) Credit Risk
5 4 (6.25%) Social Media
6 3 (4.69%) Hedge funds
7 1 (1.56%) Algorithms
7 1 (1.56%) Analytical Skills
7 1 (1.56%) Computer Science
7 1 (1.56%) Data Integration
7 1 (1.56%) FMCG
7 1 (1.56%) Health Informatics
7 1 (1.56%) Informatics
7 1 (1.56%) User Experience
7 1 (1.56%) Visualisation
Operating Systems
1 4 (6.25%) Linux
2 2 (3.13%) Unix
3 1 (1.56%) Windows
Processes & Methodologies
1 41 (64.06%) Agile Software Development
2 11 (17.19%) Technical Architecture
3 10 (15.63%) Analytics
3 10 (15.63%) Business Intelligence
3 10 (15.63%) Web Development
4 9 (14.06%) Cybersecurity
4 9 (14.06%) Presales
4 9 (14.06%) Software Engineering
5 8 (12.50%) Front End Development
5 8 (12.50%) Identity Access Management
5 8 (12.50%) Information Security
5 8 (12.50%) Information Security Management
5 8 (12.50%) ITIL
5 8 (12.50%) Penetration Testing
5 8 (12.50%) Security Auditing
5 8 (12.50%) Security Management
5 8 (12.50%) Server Hardening
5 8 (12.50%) SIEM
5 8 (12.50%) Threat Detection
5 8 (12.50%) Virtual Environments
Programming Languages
1 40 (62.50%) Java
2 12 (18.75%) Python
3 9 (14.06%) JavaScript
4 5 (7.81%) SQL
5 4 (6.25%) Scala
6 2 (3.13%) Bash Shell
6 2 (3.13%) C
6 2 (3.13%) C#
7 1 (1.56%) ABAP
7 1 (1.56%) C++
7 1 (1.56%) Perl
7 1 (1.56%) PowerShell
Qualifications
1 9 (14.06%) Security Cleared
2 8 (12.50%) CISA
2 8 (12.50%) CISM
2 8 (12.50%) CISSP
2 8 (12.50%) DV Cleared
2 8 (12.50%) SC Cleared
3 6 (9.38%) Degree
4 1 (1.56%) AWS Certification
4 1 (1.56%) VCAP
4 1 (1.56%) VCDX
4 1 (1.56%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 8 (12.50%) GPG13
1 8 (12.50%) ISO/IEC 27001
1 8 (12.50%) PCI DSS
2 4 (6.25%) QA
System Software
1 3 (4.69%) HDFS
2 2 (3.13%) Apache ZooKeeper
3 1 (1.56%) Apache Flume
3 1 (1.56%) VMware Infrastructure
3 1 (1.56%) XenServer
Systems Management
1 1 (1.56%) Hadoop YARN
1 1 (1.56%) Oozie
1 1 (1.56%) Opscode Chef
1 1 (1.56%) Puppet
1 1 (1.56%) Terraform
Vendors
1 5 (7.81%) Google
2 3 (4.69%) Tableau
3 2 (3.13%) Microsoft
3 2 (3.13%) Sage
3 2 (3.13%) Salesforce.com
3 2 (3.13%) Talend
4 1 (1.56%) Citrix
4 1 (1.56%) Cloudera
4 1 (1.56%) Hortonworks
4 1 (1.56%) MapR
4 1 (1.56%) Oracle
4 1 (1.56%) SAP
4 1 (1.56%) ServiceNow
4 1 (1.56%) Vertica
4 1 (1.56%) VMware
Birmingham
Recruitment Genius Ltd
Salary: £30000 - £35000 per annum
Posted: 17 days ago
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Salary: £55000 - £110000 per annum + 10% bonus + benefits
Posted: 25 days ago