Period
to 20 June 2018

The following table provides summary statistics for permanent job vacancies advertised in Nottingham 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 20 June 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
Nottinghamshire > Nottingham
6 months to
20 Jun 2018
Same period 2017 Same period 2016
Rank 95 117 98
Rank change year-on-year +22 -19 +41
Permanent jobs citing Hadoop 26 12 38
As % of all permanent IT jobs advertised in Nottingham 1.77% 0.67% 2.04%
As % of the Database & Business Intelligence category 5.31% 2.05% 5.38%
Number of salaries quoted 25 12 37
Nottingham median annual salary £50,000 £52,500 £40,000
Median salary % change year-on-year -4.76% +31.25% +14.29%
10th Percentile £38,750 £42,500 £33,750
90th Percentile £75,000 £59,750 £65,000
Nottinghamshire median annual salary £50,000 £52,500 £40,000
% change year-on-year -4.76% +31.25% -3.03%

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 Nottingham with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Nottingham
Permanent vacancies with a requirement for database or business intelligence skills 490 586 706
As % of all permanent IT jobs advertised in Nottingham 33.29% 32.85% 37.98%
Number of salaries quoted 441 493 556
Nottingham median annual salary £42,500 £42,500 £41,750
Median salary % change year-on-year - +1.80% +4.38%
10th Percentile £27,250 £30,000 £28,188
90th Percentile £65,000 £72,500 £60,000
Nottinghamshire median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

Hadoop
Job Vacancy Trend in Nottingham

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

Job vacancy trend for Hadoop in Nottingham

Hadoop
Salary Trend in Nottingham

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

Salary trend for Hadoop in Nottingham

Hadoop
Salary Histogram in Nottingham

The salary distribution of IT jobs citing Hadoop in Nottingham over the 6 months to 20 June 2018.

Salary histogram for Hadoop in Nottingham

For the 6 months to 20 June 2018, IT jobs citing Hadoop also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Nottingham region with a requirement for Hadoop.

1 23 (88.46%) Agile Software Development
2 19 (73.08%) Big Data
3 16 (61.54%) Scrum
3 16 (61.54%) Java
4 13 (50.00%) Multithreading
5 12 (46.15%) MongoDB
5 12 (46.15%) Apache Spark
6 11 (42.31%) Opscode Chef
7 10 (38.46%) Docker
7 10 (38.46%) Scala
7 10 (38.46%) Integration Testing
8 9 (34.62%) Finance
8 9 (34.62%) HBase
9 8 (30.77%) Microsoft Azure
10 7 (26.92%) NoSQL
10 7 (26.92%) AngularJS
10 7 (26.92%) C#
10 7 (26.92%) .NET
11 6 (23.08%) HTML
11 6 (23.08%) SQL Server
11 6 (23.08%) ASP.NET
11 6 (23.08%) Windows
11 6 (23.08%) Linux
11 6 (23.08%) Microsoft
11 6 (23.08%) Shell Script
11 6 (23.08%) Tomcat
11 6 (23.08%) MVC
11 6 (23.08%) Software Engineering
11 6 (23.08%) Continuous Integration
11 6 (23.08%) Release Management

Hadoop
Co-occurring IT Skills in Nottingham 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 12 (46.15%) Apache Spark
2 6 (23.08%) Tomcat
3 5 (19.23%) JBoss
3 5 (19.23%) Jetty
3 5 (19.23%) WebLogic
4 1 (3.85%) SAS
Cloud Services
1 8 (30.77%) Microsoft Azure
2 1 (3.85%) Amazon AWS
Database & Business Intelligence
1 19 (73.08%) Big Data
2 12 (46.15%) MongoDB
3 9 (34.62%) HBase
4 7 (26.92%) NoSQL
5 6 (23.08%) Apache Cassandra
5 6 (23.08%) SQL Server
6 5 (19.23%) Redis
7 4 (15.38%) Couchbase
7 4 (15.38%) Riak
8 2 (7.69%) Power BI
8 2 (7.69%) Relational Database
9 1 (3.85%) Apache Hive
9 1 (3.85%) Data Warehouse
9 1 (3.85%) KNIME
9 1 (3.85%) MySQL
9 1 (3.85%) PostgreSQL
9 1 (3.85%) SQL Server Analysis Services
9 1 (3.85%) SQL Server Integration Services
9 1 (3.85%) SQL Server Reporting Services
Development Applications
1 6 (23.08%) Jenkins
1 6 (23.08%) Octopus Deploy
2 4 (15.38%) Cucumber
2 4 (15.38%) FitNesse
2 4 (15.38%) Selenium
2 4 (15.38%) Vagrant
3 1 (3.85%) tSQLt
General
1 9 (34.62%) Finance
2 1 (3.85%) Retail
Job Titles
1 13 (50.00%) Developer
2 9 (34.62%) Java Developer
3 8 (30.77%) Hadoop Developer
3 8 (30.77%) Java Hadoop Developer
4 7 (26.92%) Big Data Developer
5 6 (23.08%) DevOps Engineer
6 5 (19.23%) Java Engineer
7 2 (7.69%) Apache Spark Developer
7 2 (7.69%) Business Developer
7 2 (7.69%) Business Intelligence Developer
7 2 (7.69%) Java Scala Developer
7 2 (7.69%) Scala Developer
7 2 (7.69%) Software Engineer
8 1 (3.85%) .NET Developer
8 1 (3.85%) .NET Programmer
8 1 (3.85%) Big Data Software Engineer
8 1 (3.85%) Data Engineer
8 1 (3.85%) Lead Developer
8 1 (3.85%) Lead Software Engineer
8 1 (3.85%) Programmer
Libraries, Frameworks & Software Standards
1 7 (26.92%) .NET
1 7 (26.92%) AngularJS
2 6 (23.08%) ASP.NET
2 6 (23.08%) ASP.NET MVC
2 6 (23.08%) ASP.NET MVC 5
2 6 (23.08%) HTML
2 6 (23.08%) Kafka
3 5 (19.23%) .NET Core
3 5 (19.23%) ASP.NET Web API
3 5 (19.23%) Hibernate
3 5 (19.23%) HTML5
3 5 (19.23%) jQuery
3 5 (19.23%) Spring
4 4 (15.38%) JPA
5 1 (3.85%) .NET Framework
5 1 (3.85%) CSS
5 1 (3.85%) CSS3
5 1 (3.85%) Node.js
5 1 (3.85%) React
Miscellaneous
1 6 (23.08%) Analytical Skills
2 5 (19.23%) Private Cloud
3 2 (7.69%) Bitcoin
3 2 (7.69%) Digital Currency
3 2 (7.69%) Foreign Exchange (FX)
4 1 (3.85%) Algorithms
4 1 (3.85%) Data Centre
4 1 (3.85%) Fintech
4 1 (3.85%) Greenfield Project
Operating Systems
1 6 (23.08%) Linux
1 6 (23.08%) Windows
1 6 (23.08%) Windows Server
1 6 (23.08%) Windows Server 2012
2 2 (7.69%) Unix
Processes & Methodologies
1 23 (88.46%) Agile Software Development
2 16 (61.54%) Scrum
3 13 (50.00%) Multithreading
4 10 (38.46%) Integration Testing
5 6 (23.08%) Continuous Delivery
5 6 (23.08%) Continuous Integration
5 6 (23.08%) DevOps
5 6 (23.08%) MapReduce
5 6 (23.08%) Multithreaded Programming
5 6 (23.08%) MVC
5 6 (23.08%) Performance Testing
5 6 (23.08%) Release Management
5 6 (23.08%) Software Engineering
5 6 (23.08%) Unit Testing
6 5 (19.23%) Microservices
6 5 (19.23%) RAD
6 5 (19.23%) SOA
6 5 (19.23%) TDD
7 4 (15.38%) Kanban
7 4 (15.38%) Test Automation
Programming Languages
1 16 (61.54%) Java
2 10 (38.46%) Scala
3 7 (26.92%) C#
4 6 (23.08%) PowerShell
4 6 (23.08%) Shell Script
5 5 (19.23%) JavaScript
6 4 (15.38%) SQL
7 2 (7.69%) T-SQL
8 1 (3.85%) C
8 1 (3.85%) Python
System Software
1 10 (38.46%) Docker
2 6 (23.08%) Virtual Machines
Systems Management
1 11 (42.31%) Opscode Chef
2 6 (23.08%) Hadoop YARN
2 6 (23.08%) Kubernetes
2 6 (23.08%) Terraform
3 5 (19.23%) Ansible
3 5 (19.23%) Puppet
4 4 (15.38%) Cobbler
Vendors
1 6 (23.08%) Microsoft
2 3 (11.54%) Tableau
3 1 (3.85%) Alteryx
3 1 (3.85%) Oracle