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 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Apache Hadoop
West Midlands / Birmingham
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 120 138 -
Rank change year-on-year +18 -  
Permanent jobs citing Hadoop 13 2 0
As % of all permanent IT jobs advertised in Birmingham 0.67% 0.086% -
As % of the Database & Business Intelligence category 2.37% 0.41% -
Number of salaries quoted 13 2 0
Median salary £60,000 £80,000 -
Median salary % change year-on-year -25.00% -  
UK excluding London median salary £54,500 £54,000 £50,000
% change year-on-year +0.92% +8.00%  

Hadoop 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 Birmingham with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Birmingham
Permanent job vacancies with a requirement for database and business intelligence skills 549 491 549
As % of all permanent IT job vacancies advertised in Birmingham 28.39% 20.99% 27.30%
Number of salaries quoted 471 420 476
Median salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% -  
90% offered a salary of more than £33,500 £27,500 £27,500
10% offered a salary of more than £57,500 £53,950 £55,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Hadoop
Job Vacancy Trend in Birmingham

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

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 3 months to 25 June 2017.

Salary histogram for Hadoop in Birmingham

For the 6 months to 25 June 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 32 (76.19%) Big Data
2 26 (61.90%) Apache Spark
3 25 (59.52%) Java
4 21 (50.00%) Agile Software Development
5 20 (47.62%) Apache
6 19 (45.24%) Finance
7 16 (38.10%) AngularJS
8 14 (33.33%) HTML
9 11 (26.19%) Scala
10 10 (23.81%) HTML5
10 10 (23.81%) Banking
10 10 (23.81%) Business Intelligence
10 10 (23.81%) SQL
11 9 (21.43%) JavaScript
11 9 (21.43%) Fintech
12 8 (19.05%) Greenfield Project
12 8 (19.05%) MongoDB
12 8 (19.05%) Tableau
13 7 (16.67%) QlikView
13 7 (16.67%) QA
13 7 (16.67%) SQL Server
13 7 (16.67%) Python
14 6 (14.29%) J2EE
14 6 (14.29%) Data Warehouse
14 6 (14.29%) SAS
14 6 (14.29%) Test Automation
14 6 (14.29%) Visualisation
14 6 (14.29%) Selenium
14 6 (14.29%) Analytics
15 5 (11.90%) Apache Hive

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 26 (61.90%) Apache Spark
2 20 (47.62%) Apache
3 6 (14.29%) SAS
4 2 (4.76%) Elasticsearch
5 1 (2.38%) Apache Pig
Applications
1 1 (2.38%) Microsoft Excel
1 1 (2.38%) SPSS
Cloud Services
1 1 (2.38%) Amazon AWS
Database & Business Intelligence
1 32 (76.19%) Big Data
2 8 (19.05%) MongoDB
3 7 (16.67%) QlikView
3 7 (16.67%) SQL Server
4 6 (14.29%) Data Warehouse
5 5 (11.90%) Apache Hive
5 5 (11.90%) MySQL
5 5 (11.90%) SQL Server 2008
5 5 (11.90%) SQL Server Analysis Services
5 5 (11.90%) SQL Server Integration Services
5 5 (11.90%) SQL Server Reporting Services
6 4 (9.52%) MS Access
7 3 (7.14%) BusinessObjects
7 3 (7.14%) PostgreSQL
7 3 (7.14%) SAP BW
8 2 (4.76%) Apache Cassandra
8 2 (4.76%) Data Mining
8 2 (4.76%) NoSQL
9 1 (2.38%) Oracle OLAP
9 1 (2.38%) Spotfire
Development Applications
1 6 (14.29%) Selenium
2 1 (2.38%) Eclipse
2 1 (2.38%) JUnit
2 1 (2.38%) Maven
2 1 (2.38%) TestNG
General
1 19 (45.24%) Finance
2 10 (23.81%) Banking
3 5 (11.90%) Retail
4 4 (9.52%) Legal
5 1 (2.38%) Investment Banking
5 1 (2.38%) Marketing
Job Titles
1 18 (42.86%) Developer
2 13 (30.95%) Java Developer
3 7 (16.67%) Big Data Developer
4 5 (11.90%) Angular Developer
4 5 (11.90%) Business Intelligence Manager
4 5 (11.90%) Data Engineer
4 5 (11.90%) Java Scala Developer
4 5 (11.90%) Scala Developer
5 4 (9.52%) HTML Developer
5 4 (9.52%) Web Developer
6 3 (7.14%) Automation Tester
6 3 (7.14%) QA Automation Tester
6 3 (7.14%) QA Engineer
6 3 (7.14%) QA Tester
6 3 (7.14%) Selenium Automation Tester
6 3 (7.14%) Selenium Tester
6 3 (7.14%) Tester
7 2 (4.76%) Analytics Manager
7 2 (4.76%) Full Stack Developer
7 2 (4.76%) Senior Full Stack Developer
Libraries, Frameworks & Software Standards
1 16 (38.10%) AngularJS
2 14 (33.33%) HTML
3 10 (23.81%) HTML5
4 6 (14.29%) J2EE
5 4 (9.52%) Web Services
6 2 (4.76%) Angular 2
6 2 (4.76%) CSS
6 2 (4.76%) Node.js
6 2 (4.76%) REST
7 1 (2.38%) .NET
7 1 (2.38%) .NET Framework
7 1 (2.38%) Apache Flex
7 1 (2.38%) Hibernate
7 1 (2.38%) Kafka
7 1 (2.38%) Lucene
7 1 (2.38%) RESTful
7 1 (2.38%) Samza
7 1 (2.38%) Spring
Miscellaneous
1 9 (21.43%) Fintech
2 8 (19.05%) Greenfield Project
3 5 (11.90%) Hedge funds
4 1 (2.38%) Analytical Skills
4 1 (2.38%) Fixed Income
4 1 (2.38%) Private Cloud
4 1 (2.38%) User Experience
Operating Systems
1 2 (4.76%) Linux
2 1 (2.38%) Unix
2 1 (2.38%) Windows
Processes & Methodologies
1 21 (50.00%) Agile Software Development
2 10 (23.81%) Business Intelligence
3 6 (14.29%) Analytics
3 6 (14.29%) Test Automation
3 6 (14.29%) Visualisation
4 5 (11.90%) Web Development
5 4 (9.52%) Mentoring
6 3 (7.14%) QA Automation
6 3 (7.14%) Software Delivery
6 3 (7.14%) Stakeholder Engagement
6 3 (7.14%) TDD
7 2 (4.76%) Data Analysis
7 2 (4.76%) Data Governance
7 2 (4.76%) Data Management
7 2 (4.76%) Data Visualisation
7 2 (4.76%) Information Security
7 2 (4.76%) Machine Learning
7 2 (4.76%) Scrum
7 2 (4.76%) Software Engineering
7 2 (4.76%) Statistics
Programming Languages
1 25 (59.52%) Java
2 11 (26.19%) Scala
3 10 (23.81%) SQL
4 9 (21.43%) JavaScript
5 7 (16.67%) Python
6 4 (9.52%) T-SQL
7 3 (7.14%) R
8 2 (4.76%) PHP
Quality Assurance & Compliance
1 7 (16.67%) QA
System Software
1 2 (4.76%) Apache ZooKeeper
2 1 (2.38%) HDFS
Systems Management
1 1 (2.38%) Hadoop YARN
Vendors
1 8 (19.05%) Tableau
2 5 (11.90%) Microsoft
3 3 (7.14%) SAP
4 2 (4.76%) Cognos
4 2 (4.76%) Oracle
5 1 (2.38%) Vertica