Period
to 22 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Birmingham with a requirement for Hadoop skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Hadoop over the 6 months to 22 November 2017 with a comparison to the same period in the previous 2 years.

Apache Hadoop
West Midlands > Birmingham
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 183 187 180
Rank change year-on-year +4 -7 +9
Permanent jobs citing Hadoop 14 28 4
As % of all permanent IT jobs advertised in Birmingham 0.36% 0.59% 0.10%
As % of the Database & Business Intelligence category 1.37% 2.59% 0.41%
Number of salaries quoted 14 27 3
Birmingham median annual salary £68,750 £65,000 £75,000
Median salary % change year-on-year +5.77% -13.33% -6.25%
10th Percentile £40,125 £54,500 £48,500
90th Percentile £85,875 £72,500 £83,500
West Midlands median annual salary £47,500 £61,250 £50,000
% change year-on-year -22.45% +22.50% -37.50%

Hadoop is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Birmingham with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Birmingham
Permanent vacancies with a requirement for database or business intelligence skills 1020 1082 978
As % of all permanent IT jobs advertised in Birmingham 26.34% 22.73% 24.99%
Number of salaries quoted 902 926 852
Birmingham median annual salary £45,000 £40,000 £39,000
Median salary % change year-on-year +12.50% +2.56% +1.30%
10th Percentile £27,500 £22,750 £25,775
90th Percentile £67,500 £62,500 £58,725
West Midlands median annual salary £40,000 £38,500 £37,500
% change year-on-year +3.90% +2.67% -

Hadoop
Job Vacancy Trend in Birmingham

Job postings citing Hadoop as a percentage of all IT jobs advertised in Birmingham.

Job vacancy trend for Hadoop in Birmingham

Hadoop
Salary Trend in Birmingham

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Hadoop in Birmingham.

Salary trend for Hadoop in Birmingham

Hadoop
Salary Histogram in Birmingham

The salary distribution of IT jobs citing Hadoop in Birmingham over the 6 months to 22 November 2017.

Salary histogram for Hadoop in Birmingham

For the 6 months to 22 November 2017, IT jobs citing Hadoop 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 Hadoop.

1 10 (71.43%) Big Data
2 8 (57.14%) Java
3 6 (42.86%) Business Intelligence
3 6 (42.86%) Analytics
3 6 (42.86%) Apache Spark
4 5 (35.71%) Spring
5 4 (28.57%) QlikView
5 4 (28.57%) Microsoft Azure
5 4 (28.57%) Agile Software Development
5 4 (28.57%) SQL
5 4 (28.57%) Software Engineering
6 3 (21.43%) SQL Server
6 3 (21.43%) SAS
6 3 (21.43%) Apache
6 3 (21.43%) HDFS
6 3 (21.43%) Apache Hive
6 3 (21.43%) Tableau
6 3 (21.43%) TDD
6 3 (21.43%) Git (software)
7 2 (14.29%) RESTful
7 2 (14.29%) Apache Solr
7 2 (14.29%) Mercurial
7 2 (14.29%) Apache Flex
7 2 (14.29%) Talend Open Studio
7 2 (14.29%) Banking
7 2 (14.29%) Continuous Integration
7 2 (14.29%) Process Improvement
7 2 (14.29%) Stakeholder Engagement
7 2 (14.29%) HBase
7 2 (14.29%) DevOps

Hadoop
Co-occurring 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 6 (42.86%) Apache Spark
2 3 (21.43%) Apache
2 3 (21.43%) SAS
3 2 (14.29%) Apache Solr
4 1 (7.14%) JBoss
4 1 (7.14%) Oracle SOA Suite
4 1 (7.14%) SharePoint
4 1 (7.14%) WebLogic
4 1 (7.14%) WebSphere
Cloud Services
1 4 (28.57%) Microsoft Azure
2 1 (7.14%) Amazon AWS
2 1 (7.14%) Cortana Intelligence Suite
2 1 (7.14%) Google Cloud Platform
2 1 (7.14%) SaaS
Database & Business Intelligence
1 10 (71.43%) Big Data
2 4 (28.57%) QlikView
3 3 (21.43%) Apache Hive
3 3 (21.43%) SQL Server
4 2 (14.29%) Apache Kudu
4 2 (14.29%) BusinessObjects
4 2 (14.29%) Cloudera CDH
4 2 (14.29%) Data Mining
4 2 (14.29%) Data Warehouse
4 2 (14.29%) HBase
4 2 (14.29%) Impala
4 2 (14.29%) Power BI
4 2 (14.29%) Qlik Sense
4 2 (14.29%) SAP BW
4 2 (14.29%) Spark SQL
5 1 (7.14%) Data Lake
5 1 (7.14%) Lumira
5 1 (7.14%) MongoDB
5 1 (7.14%) Riak
5 1 (7.14%) SQL Server Analysis Services
Development Applications
1 3 (21.43%) Git (software)
2 2 (14.29%) Mercurial
2 2 (14.29%) Talend Open Studio
3 1 (7.14%) Bitbucket
3 1 (7.14%) Jenkins
3 1 (7.14%) JIRA
3 1 (7.14%) Maven
3 1 (7.14%) SonarQube
General
1 2 (14.29%) Advertising
1 2 (14.29%) Banking
1 2 (14.29%) Finance
2 1 (7.14%) Financial Institution
2 1 (7.14%) Investment Banking
Job Titles
1 4 (28.57%) Big Data Developer
1 4 (28.57%) Developer
2 2 (14.29%) Analyst
2 2 (14.29%) Head of Analytics
2 2 (14.29%) Head of Data Analytics
2 2 (14.29%) Java Developer
2 2 (14.29%) Java Engineer
2 2 (14.29%) Java Software Engineer
2 2 (14.29%) Lead Developer
2 2 (14.29%) Lead Java Developer
2 2 (14.29%) Software Engineer
3 1 (7.14%) Architect
3 1 (7.14%) Banking Analyst
3 1 (7.14%) Banking Business Analyst
3 1 (7.14%) Business Analyst
3 1 (7.14%) Business Consultant
3 1 (7.14%) Business Intelligence Manager
3 1 (7.14%) Business Manager
3 1 (7.14%) Data Mining Analyst
3 1 (7.14%) Microsoft Consultant
Libraries, Frameworks & Software Standards
1 5 (35.71%) Spring
2 2 (14.29%) Apache Flex
2 2 (14.29%) Kafka
2 2 (14.29%) RESTful
2 2 (14.29%) Spark Streaming
2 2 (14.29%) Web Services
3 1 (7.14%) Angular 2
3 1 (7.14%) AngularJS
3 1 (7.14%) CORBA
3 1 (7.14%) CSS
3 1 (7.14%) HTML
3 1 (7.14%) Java EE
3 1 (7.14%) Samza
3 1 (7.14%) XML
Miscellaneous
1 2 (14.29%) Fintech
1 2 (14.29%) Greenfield Project
2 1 (7.14%) Analytical Skills
2 1 (7.14%) Blog
2 1 (7.14%) Computer Science
2 1 (7.14%) Fixed Income
Processes & Methodologies
1 6 (42.86%) Analytics
1 6 (42.86%) Business Intelligence
2 4 (28.57%) Agile Software Development
2 4 (28.57%) Software Engineering
3 3 (21.43%) TDD
4 2 (14.29%) Collateral Management
4 2 (14.29%) Continuous Integration
4 2 (14.29%) Data Modelling
4 2 (14.29%) Database Optimisation
4 2 (14.29%) DevOps
4 2 (14.29%) MapReduce
4 2 (14.29%) OO
4 2 (14.29%) Process Improvement
4 2 (14.29%) SDLC
4 2 (14.29%) Stakeholder Engagement
5 1 (7.14%) Data Cleansing
5 1 (7.14%) Data Conversion
5 1 (7.14%) Data Strategy
5 1 (7.14%) Microservices
5 1 (7.14%) Physical Data Model
Programming Languages
1 8 (57.14%) Java
2 4 (28.57%) SQL
3 2 (14.29%) Python
4 1 (7.14%) Bash Shell
4 1 (7.14%) JavaScript
4 1 (7.14%) R
4 1 (7.14%) Ruby
4 1 (7.14%) VBA
4 1 (7.14%) XPath
Qualifications
1 1 (7.14%) Computer Science Degree
1 1 (7.14%) Degree
1 1 (7.14%) SC Cleared
1 1 (7.14%) Security Cleared
Quality Assurance & Compliance
1 1 (7.14%) QA
System Software
1 3 (21.43%) HDFS
2 1 (7.14%) Apache ZooKeeper
Systems Management
1 1 (7.14%) Hadoop YARN
Vendors
1 3 (21.43%) Tableau
2 2 (14.29%) Cloudera
2 2 (14.29%) Oracle
2 2 (14.29%) SAP
2 2 (14.29%) Talend
3 1 (7.14%) Cognos
3 1 (7.14%) Google
3 1 (7.14%) Microsoft
3 1 (7.14%) Teradata
3 1 (7.14%) Zoomdata