Period
to 19 September 2018

The following table provides summary statistics for permanent job vacancies advertised in Nottinghamshire 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 19 September 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
East Midlands > Nottinghamshire
6 months to
19 Sep 2018
Same period 2017 Same period 2016
Rank 84 128 133
Rank change year-on-year +44 +5 +20
Permanent jobs citing Hadoop 37 12 20
As % of all permanent IT jobs advertised in Nottinghamshire 2.39% 0.61% 0.88%
As % of the Database & Business Intelligence category 8.06% 1.86% 2.73%
Number of salaries quoted 32 11 20
Nottinghamshire median annual salary £72,500 £52,500 £40,000
Median salary % change year-on-year +38.10% +31.25% -42.86%
10th Percentile £40,750 £37,500 £37,125
90th Percentile £110,000 £60,000 £65,000
East Midlands median annual salary £67,500 £50,000 £42,500
% change year-on-year +35.00% +17.65% -34.62%

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 Nottinghamshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Nottinghamshire
Permanent vacancies with a requirement for database or business intelligence skills 459 646 732
As % of all permanent IT jobs advertised in Nottinghamshire 29.63% 32.84% 32.20%
Number of salaries quoted 409 570 602
Nottinghamshire median annual salary £42,500 £42,500 £42,500
10th Percentile £27,500 £28,225 £29,750
90th Percentile £67,500 £65,000 £63,750
East Midlands median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - -

Hadoop
Job Vacancy Trend in Nottinghamshire

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

Job vacancy trend for Hadoop in Nottinghamshire

Hadoop
Salary Trend in Nottinghamshire

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

Salary trend for Hadoop in Nottinghamshire

Hadoop
Salary Histogram in Nottinghamshire

The salary distribution of IT jobs citing Hadoop in Nottinghamshire over the 6 months to 19 September 2018.

Salary histogram for Hadoop in Nottinghamshire

Hadoop
Job Locations in Nottinghamshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the Nottinghamshire region over the 6 months to 19 September 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Nottingham +44 35 £75,000 +42.86% 7
Hadoop
East Midlands

For the 6 months to 19 September 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 Nottinghamshire region with a requirement for Hadoop.

1 33 (89.19%) Big Data
1 33 (89.19%) Apache Spark
2 28 (75.68%) Java
3 21 (56.76%) Agile Software Development
3 21 (56.76%) Analytics
4 18 (48.65%) Scala
5 16 (43.24%) NoSQL
5 16 (43.24%) HBase
6 14 (37.84%) Microsoft Azure
6 14 (37.84%) Amazon AWS
6 14 (37.84%) SQL
6 14 (37.84%) Flink
7 13 (35.14%) Python
7 13 (35.14%) Software Engineering
8 12 (32.43%) Computer Science
8 12 (32.43%) Degree
8 12 (32.43%) Cloudera
9 11 (29.73%) Google Cloud Platform
9 11 (29.73%) Open Source
9 11 (29.73%) Google
10 10 (27.03%) C++
10 10 (27.03%) Web Services
10 10 (27.03%) Elasticsearch
10 10 (27.03%) Public Cloud
11 9 (24.32%) Computational Intelligence
11 9 (24.32%) Data Development
11 9 (24.32%) Big Data Analytics
11 9 (24.32%) Data Analytics
11 9 (24.32%) Visualisation
11 9 (24.32%) Telematics

Hadoop
Co-occurring IT Skills in Nottinghamshire 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 33 (89.19%) Apache Spark
2 10 (27.03%) Elasticsearch
3 2 (5.41%) JBoss
3 2 (5.41%) Jetty
3 2 (5.41%) Tomcat
3 2 (5.41%) WebLogic
4 1 (2.70%) SAS
Cloud Services
1 14 (37.84%) Amazon AWS
1 14 (37.84%) Microsoft Azure
2 11 (29.73%) Google Cloud Platform
3 2 (5.41%) Amazon EMR
4 1 (2.70%) Cloud Computing
Database & Business Intelligence
1 33 (89.19%) Big Data
2 16 (43.24%) HBase
2 16 (43.24%) NoSQL
3 14 (37.84%) Flink
4 8 (21.62%) Power BI
5 4 (10.81%) MongoDB
6 3 (8.11%) Apache Cassandra
6 3 (8.11%) Apache Hive
6 3 (8.11%) Cloudera CDH
6 3 (8.11%) Sqoop
7 2 (5.41%) Couchbase
7 2 (5.41%) Impala
7 2 (5.41%) Parquet
7 2 (5.41%) Redis
7 2 (5.41%) Riak
7 2 (5.41%) SQL Server
8 1 (2.70%) Data Warehouse
8 1 (2.70%) KNIME
8 1 (2.70%) MySQL
8 1 (2.70%) PostgreSQL
Development Applications
1 4 (10.81%) Jenkins
2 2 (5.41%) Atlassian Bamboo
2 2 (5.41%) Cucumber
2 2 (5.41%) FitNesse
2 2 (5.41%) Git (software)
2 2 (5.41%) GitLab
2 2 (5.41%) Gradle
2 2 (5.41%) Octopus Deploy
2 2 (5.41%) Selenium
2 2 (5.41%) Vagrant
General
1 5 (13.51%) Finance
2 4 (10.81%) French Language
2 4 (10.81%) German Language
Job Titles
1 21 (56.76%) Big Data Engineer
2 19 (51.35%) Data Engineer
3 12 (32.43%) Hadoop Engineer
4 9 (24.32%) Java Engineer
5 5 (13.51%) Developer
6 4 (10.81%) Big Data Software Engineer
6 4 (10.81%) Development Engineer
6 4 (10.81%) Software Engineer
7 3 (8.11%) Analytics Manager
7 3 (8.11%) Development Manager
7 3 (8.11%) Java Developer
8 2 (5.41%) Apache Spark Developer
8 2 (5.41%) DevOps Engineer
8 2 (5.41%) Engineering Manager
8 2 (5.41%) Hadoop Developer
8 2 (5.41%) Java Software Engineer
8 2 (5.41%) Senior Developer
8 2 (5.41%) Senior Java Engineer
8 2 (5.41%) Senior Java Software Engineer
8 2 (5.41%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 10 (27.03%) Web Services
2 4 (10.81%) HTML
2 4 (10.81%) Kafka
3 2 (5.41%) .NET
3 2 (5.41%) AngularJS
3 2 (5.41%) Apache Avro
3 2 (5.41%) ASP.NET
3 2 (5.41%) ASP.NET MVC
3 2 (5.41%) ASP.NET MVC 5
3 2 (5.41%) Hibernate
3 2 (5.41%) HTML5
3 2 (5.41%) JPA
3 2 (5.41%) Spring
Miscellaneous
1 12 (32.43%) Computer Science
2 10 (27.03%) Public Cloud
3 7 (18.92%) Data Structures
4 2 (5.41%) Data Centre
4 2 (5.41%) Greenfield Project
4 2 (5.41%) Self-Motivation
5 1 (2.70%) Algorithms
5 1 (2.70%) Analytical Skills
5 1 (2.70%) Fintech
Operating Systems
1 3 (8.11%) Linux
2 2 (5.41%) Unix
2 2 (5.41%) Windows
2 2 (5.41%) Windows Server
2 2 (5.41%) Windows Server 2012
Processes & Methodologies
1 21 (56.76%) Agile Software Development
1 21 (56.76%) Analytics
2 13 (35.14%) Software Engineering
3 11 (29.73%) Open Source
4 9 (24.32%) Big Data Analytics
4 9 (24.32%) Computational Intelligence
4 9 (24.32%) Data Analytics
4 9 (24.32%) Data Development
4 9 (24.32%) TDD
4 9 (24.32%) Telematics
4 9 (24.32%) Visualisation
5 8 (21.62%) Performance Tuning
6 7 (18.92%) Business Intelligence
6 7 (18.92%) Data Visualisation
6 7 (18.92%) Deep Learning
6 7 (18.92%) Logistics
6 7 (18.92%) Machine Learning
6 7 (18.92%) MapReduce
6 7 (18.92%) Problem-Solving
6 7 (18.92%) Validation
Programming Languages
1 28 (75.68%) Java
2 18 (48.65%) Scala
3 14 (37.84%) SQL
4 13 (35.14%) Python
5 10 (27.03%) C++
6 7 (18.92%) MATLAB
6 7 (18.92%) R
7 2 (5.41%) C#
7 2 (5.41%) JavaScript
7 2 (5.41%) PowerShell
8 1 (2.70%) T-SQL
Qualifications
1 12 (32.43%) Degree
2 7 (18.92%) Computer Science Degree
3 3 (8.11%) Numerate Degree
Quality Assurance & Compliance
1 7 (18.92%) Data Quality
2 1 (2.70%) GDPR
2 1 (2.70%) PCI DSS
System Software
1 4 (10.81%) Docker
2 2 (5.41%) Virtual Machines
Systems Management
1 5 (13.51%) Oozie
2 4 (10.81%) Opscode Chef
2 4 (10.81%) Puppet
3 2 (5.41%) Ansible
3 2 (5.41%) Cobbler
3 2 (5.41%) Kubernetes
3 2 (5.41%) Terraform
Vendors
1 12 (32.43%) Cloudera
2 11 (29.73%) Google
3 8 (21.62%) Tableau
4 3 (8.11%) Reuters
5 1 (2.70%) Alteryx
5 1 (2.70%) Oracle