Period
to 18 January 2019

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 18 January 2019 with a comparison to the same period in the previous 2 years.

Apache Hadoop
East Midlands > Nottinghamshire
6 months to
18 Jan 2019
Same period 2018 Same period 2017
Rank 82 134 137
Rank change year-on-year +52 +3 -7
Permanent jobs citing Hadoop 41 13 13
As % of all permanent IT jobs advertised in Nottinghamshire 2.86% 0.65% 0.57%
As % of the Database & Business Intelligence category 11.71% 2.02% 1.81%
Number of salaries quoted 30 12 13
Nottinghamshire median annual salary £77,500 £55,000 £52,500
Median salary % change year-on-year +40.91% +4.76% -
10th Percentile £57,625 £45,325 £39,000
90th Percentile £120,000 £60,000 £62,500
East Midlands median annual salary £70,000 £42,500 £52,500
% change year-on-year +64.71% -19.05% -22.22%

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 350 642 717
As % of all permanent IT jobs advertised in Nottinghamshire 24.42% 32.33% 31.54%
Number of salaries quoted 307 587 591
Nottinghamshire median annual salary £43,500 £40,000 £42,500
Median salary % change year-on-year +8.75% -5.88% +13.33%
10th Percentile £30,000 £26,250 £30,250
90th Percentile £75,000 £65,000 £78,750
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 18 January 2019.

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 18 January 2019. 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 +54 40 £80,000 +45.45% 7
Hadoop
East Midlands

For the 6 months to 18 January 2019, 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 39 (95.12%) Big Data
1 39 (95.12%) Apache Spark
2 33 (80.49%) Java
3 27 (65.85%) Agile Software Development
4 25 (60.98%) HBase
5 22 (53.66%) Analytics
6 21 (51.22%) Degree
6 21 (51.22%) Computer Science
7 20 (48.78%) Scala
8 18 (43.90%) Amazon AWS
8 18 (43.90%) Software Engineering
8 18 (43.90%) SQL
9 17 (41.46%) Flink
10 14 (34.15%) Google
10 14 (34.15%) Google Cloud Platform
10 14 (34.15%) Microsoft Azure
10 14 (34.15%) Open Source
11 13 (31.71%) Elasticsearch
11 13 (31.71%) Public Cloud
11 13 (31.71%) C++
11 13 (31.71%) Web Services
12 12 (29.27%) Finance
12 12 (29.27%) Oozie
12 12 (29.27%) NoSQL
13 11 (26.83%) Kafka
13 11 (26.83%) Test Automation
14 10 (24.39%) Performance Tuning
14 10 (24.39%) Apache Hive
15 9 (21.95%) Cloudera
15 9 (21.95%) Validation

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 39 (95.12%) Apache Spark
2 13 (31.71%) Elasticsearch
3 2 (4.88%) Apache Pig
4 1 (2.44%) Apache
4 1 (2.44%) JBoss
4 1 (2.44%) Jetty
4 1 (2.44%) Tomcat
4 1 (2.44%) WebLogic
Cloud Services
1 18 (43.90%) Amazon AWS
2 14 (34.15%) Google Cloud Platform
2 14 (34.15%) Microsoft Azure
3 2 (4.88%) Amazon EMR
3 2 (4.88%) Cloud Computing
Database & Business Intelligence
1 39 (95.12%) Big Data
2 25 (60.98%) HBase
3 17 (41.46%) Flink
4 12 (29.27%) NoSQL
5 10 (24.39%) Apache Hive
6 8 (19.51%) Impala
7 5 (12.20%) Power BI
8 4 (9.76%) Cloudera CDH
8 4 (9.76%) Sqoop
9 2 (4.88%) Apache Cassandra
9 2 (4.88%) MongoDB
9 2 (4.88%) Parquet
10 1 (2.44%) Apache Kudu
10 1 (2.44%) Couchbase
10 1 (2.44%) Redis
10 1 (2.44%) Riak
10 1 (2.44%) Spark SQL
10 1 (2.44%) SQL Server
Development Applications
1 8 (19.51%) Atlassian Bamboo
1 8 (19.51%) Git (software)
1 8 (19.51%) GitLab
1 8 (19.51%) Gradle
1 8 (19.51%) Jenkins
General
1 12 (29.27%) Finance
2 4 (9.76%) French Language
2 4 (9.76%) German Language
Job Titles
1 18 (43.90%) Big Data Engineer
2 15 (36.59%) Developer
3 14 (34.15%) Data Engineer
4 11 (26.83%) Hadoop Engineer
5 9 (21.95%) Java Engineer
6 8 (19.51%) Big Data Developer
6 8 (19.51%) Senior Developer
7 7 (17.07%) Senior Big Data Developer
8 5 (12.20%) Big Data Software Engineer
8 5 (12.20%) Software Engineer
9 4 (9.76%) Analytics Manager
9 4 (9.76%) Development Engineer
9 4 (9.76%) Development Manager
9 4 (9.76%) Hadoop Developer
9 4 (9.76%) Java Developer
9 4 (9.76%) Java Software Engineer
9 4 (9.76%) Senior Java Engineer
9 4 (9.76%) Senior Java Software Engineer
9 4 (9.76%) Senior Software Engineer
10 2 (4.88%) Head of Analytics
Libraries, Frameworks & Software Standards
1 13 (31.71%) Web Services
2 11 (26.83%) Kafka
3 3 (7.32%) HTML
4 2 (4.88%) Apache Avro
5 1 (2.44%) .NET
5 1 (2.44%) .NET Core
5 1 (2.44%) Apache NiFi
5 1 (2.44%) CSS
5 1 (2.44%) Hibernate
5 1 (2.44%) JPA
5 1 (2.44%) RabbitMQ
5 1 (2.44%) Spark Streaming
5 1 (2.44%) Spring
Miscellaneous
1 13 (31.71%) Public Cloud
2 8 (19.51%) Self-Motivation
3 5 (12.20%) Data Structures
4 2 (4.88%) Analytical Skills
Operating Systems
1 9 (21.95%) Linux
2 8 (19.51%) Unix
Processes & Methodologies
1 27 (65.85%) Agile Software Development
2 22 (53.66%) Analytics
3 21 (51.22%) Computer Science
4 18 (43.90%) Software Engineering
5 14 (34.15%) Open Source
6 11 (26.83%) Test Automation
7 10 (24.39%) Performance Tuning
8 9 (21.95%) Problem-Solving
8 9 (21.95%) Technical Leadership
8 9 (21.95%) Validation
9 8 (19.51%) Continuous Integration
9 8 (19.51%) Deployment Automation
9 8 (19.51%) Functional Programming
9 8 (19.51%) Integration Testing
9 8 (19.51%) Unit Testing
10 6 (14.63%) Data Science
10 6 (14.63%) Visualisation
11 5 (12.20%) Computational Intelligence
11 5 (12.20%) Data Development
11 5 (12.20%) Telematics
Programming Languages
1 33 (80.49%) Java
2 20 (48.78%) Scala
3 18 (43.90%) SQL
4 13 (31.71%) C++
5 9 (21.95%) Python
6 5 (12.20%) MATLAB
6 5 (12.20%) R
7 1 (2.44%) C#
7 1 (2.44%) JavaScript
Qualifications
1 21 (51.22%) Degree
2 9 (21.95%) Computer Science Degree
3 4 (9.76%) Numerate Degree
Quality Assurance & Compliance
1 5 (12.20%) Data Quality
2 1 (2.44%) GDPR
2 1 (2.44%) PCI DSS
System Software
1 2 (4.88%) Apache Flume
2 1 (2.44%) Docker
Systems Management
1 12 (29.27%) Oozie
2 8 (19.51%) Puppet
3 1 (2.44%) Hadoop YARN
Vendors
1 14 (34.15%) Google
2 9 (21.95%) Cloudera
3 5 (12.20%) Tableau
4 4 (9.76%) Reuters
5 1 (2.44%) Microsoft
5 1 (2.44%) Xamarin