Period
to 21 September 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 21 September 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
Nottinghamshire > Nottingham
6 months to
21 Sep 2018
Same period 2017 Same period 2016
Rank 75 119 120
Rank change year-on-year +44 +1 +27
Permanent jobs citing Hadoop 36 11 18
As % of all permanent IT jobs advertised in Nottingham 2.66% 0.61% 0.92%
As % of the Database & Business Intelligence category 9.21% 1.86% 2.74%
Number of salaries quoted 31 10 18
Nottingham median annual salary £75,000 £52,500 £40,000
Median salary % change year-on-year +42.86% +31.25% -42.86%
10th Percentile £40,000 £42,000 £36,375
90th Percentile £110,000 £60,000 £65,000
Nottinghamshire median annual salary £75,000 £52,500 £40,000
% change year-on-year +42.86% +31.25% -42.86%

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 391 590 656
As % of all permanent IT jobs advertised in Nottingham 28.88% 32.71% 33.38%
Number of salaries quoted 345 518 531
Nottingham median annual salary £42,500 £42,500 £44,000
Median salary % change year-on-year - -3.41% +10.00%
10th Percentile £27,500 £28,250 £30,000
90th Percentile £70,000 £65,750 £63,750
Nottinghamshire median annual salary £42,500 £42,500 £42,500

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 21 September 2018.

Salary histogram for Hadoop in Nottingham

For the 6 months to 21 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 Nottingham region with a requirement for Hadoop.

1 34 (94.44%) Big Data
1 34 (94.44%) Apache Spark
2 29 (80.56%) Java
3 22 (61.11%) Analytics
4 20 (55.56%) Agile Software Development
5 18 (50.00%) Scala
6 17 (47.22%) HBase
7 16 (44.44%) NoSQL
8 15 (41.67%) Amazon AWS
8 15 (41.67%) Flink
9 14 (38.89%) Software Engineering
9 14 (38.89%) SQL
10 13 (36.11%) Python
10 13 (36.11%) Degree
10 13 (36.11%) Computer Science
10 13 (36.11%) Microsoft Azure
11 12 (33.33%) Open Source
11 12 (33.33%) Cloudera
11 12 (33.33%) Google Cloud Platform
11 12 (33.33%) Google
12 11 (30.56%) C++
12 11 (30.56%) Web Services
12 11 (30.56%) Public Cloud
12 11 (30.56%) Elasticsearch
13 9 (25.00%) Visualisation
13 9 (25.00%) Data Analytics
13 9 (25.00%) Big Data Analytics
13 9 (25.00%) Performance Tuning
13 9 (25.00%) TDD
13 9 (25.00%) Telematics

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 34 (94.44%) Apache Spark
2 11 (30.56%) Elasticsearch
3 2 (5.56%) JBoss
3 2 (5.56%) Jetty
3 2 (5.56%) Tomcat
3 2 (5.56%) WebLogic
4 1 (2.78%) SAS
Cloud Services
1 15 (41.67%) Amazon AWS
2 13 (36.11%) Microsoft Azure
3 12 (33.33%) Google Cloud Platform
4 2 (5.56%) Amazon EMR
5 1 (2.78%) Cloud Computing
Database & Business Intelligence
1 34 (94.44%) Big Data
2 17 (47.22%) HBase
3 16 (44.44%) NoSQL
4 15 (41.67%) Flink
5 8 (22.22%) Power BI
6 3 (8.33%) Apache Hive
6 3 (8.33%) Cloudera CDH
6 3 (8.33%) Sqoop
7 2 (5.56%) Couchbase
7 2 (5.56%) Impala
7 2 (5.56%) MongoDB
7 2 (5.56%) Parquet
7 2 (5.56%) Redis
7 2 (5.56%) Riak
8 1 (2.78%) Apache Cassandra
8 1 (2.78%) Apache Kudu
8 1 (2.78%) Data Warehouse
8 1 (2.78%) KNIME
8 1 (2.78%) MySQL
8 1 (2.78%) PostgreSQL
Development Applications
1 2 (5.56%) Atlassian Bamboo
1 2 (5.56%) Cucumber
1 2 (5.56%) FitNesse
1 2 (5.56%) Git (software)
1 2 (5.56%) GitLab
1 2 (5.56%) Gradle
1 2 (5.56%) Jenkins
1 2 (5.56%) Selenium
1 2 (5.56%) Vagrant
General
1 5 (13.89%) Finance
2 4 (11.11%) French Language
2 4 (11.11%) German Language
Job Titles
1 22 (61.11%) Big Data Engineer
2 19 (52.78%) Data Engineer
3 12 (33.33%) Hadoop Engineer
4 10 (27.78%) Java Engineer
5 5 (13.89%) Big Data Software Engineer
5 5 (13.89%) Developer
5 5 (13.89%) Software Engineer
6 4 (11.11%) Development Engineer
7 3 (8.33%) Analytics Manager
7 3 (8.33%) Development Manager
7 3 (8.33%) Java Developer
7 3 (8.33%) Java Software Engineer
7 3 (8.33%) Senior Java Engineer
7 3 (8.33%) Senior Java Software Engineer
7 3 (8.33%) Senior Software Engineer
8 2 (5.56%) Apache Spark Developer
8 2 (5.56%) Big Data Developer
8 2 (5.56%) Hadoop Developer
8 2 (5.56%) Java Hadoop Developer
8 2 (5.56%) Transformation Manager
Libraries, Frameworks & Software Standards
1 11 (30.56%) Web Services
2 4 (11.11%) HTML
3 2 (5.56%) Apache Avro
3 2 (5.56%) Hibernate
3 2 (5.56%) HTML5
3 2 (5.56%) JPA
3 2 (5.56%) Kafka
3 2 (5.56%) Spring
Miscellaneous
1 13 (36.11%) Computer Science
2 11 (30.56%) Public Cloud
3 7 (19.44%) Data Structures
4 2 (5.56%) Self-Motivation
5 1 (2.78%) Algorithms
5 1 (2.78%) Analytical Skills
5 1 (2.78%) Fintech
Operating Systems
1 3 (8.33%) Linux
2 2 (5.56%) Unix
Processes & Methodologies
1 22 (61.11%) Analytics
2 20 (55.56%) Agile Software Development
3 14 (38.89%) Software Engineering
4 12 (33.33%) Open Source
5 9 (25.00%) Big Data Analytics
5 9 (25.00%) Computational Intelligence
5 9 (25.00%) Data Analytics
5 9 (25.00%) Data Development
5 9 (25.00%) Performance Tuning
5 9 (25.00%) TDD
5 9 (25.00%) Telematics
5 9 (25.00%) Visualisation
6 8 (22.22%) Problem-Solving
6 8 (22.22%) Validation
7 7 (19.44%) Business Intelligence
7 7 (19.44%) Data Visualisation
7 7 (19.44%) Deep Learning
7 7 (19.44%) Logistics
7 7 (19.44%) Machine Learning
7 7 (19.44%) MapReduce
Programming Languages
1 29 (80.56%) Java
2 18 (50.00%) Scala
3 14 (38.89%) SQL
4 13 (36.11%) Python
5 11 (30.56%) C++
6 7 (19.44%) MATLAB
6 7 (19.44%) R
7 2 (5.56%) JavaScript
8 1 (2.78%) T-SQL
Qualifications
1 13 (36.11%) Degree
2 8 (22.22%) Computer Science Degree
3 3 (8.33%) Numerate Degree
Quality Assurance & Compliance
1 7 (19.44%) Data Quality
2 1 (2.78%) GDPR
2 1 (2.78%) PCI DSS
System Software
1 2 (5.56%) Docker
Systems Management
1 5 (13.89%) Oozie
2 4 (11.11%) Puppet
3 2 (5.56%) Ansible
3 2 (5.56%) Cobbler
3 2 (5.56%) Opscode Chef
Vendors
1 12 (33.33%) Cloudera
1 12 (33.33%) Google
2 8 (22.22%) Tableau
3 3 (8.33%) Reuters
4 1 (2.78%) Alteryx
4 1 (2.78%) Oracle