Period
to 26 April 2019

The following table provides summary statistics for permanent job vacancies advertised in the East of England 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 26 April 2019 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > East of England
6 months to
26 Apr 2019
Same period 2018 Same period 2017
Rank 221 187 264
Rank change year-on-year -34 +77 +26
Permanent jobs citing Hadoop 71 206 89
As % of all permanent IT jobs advertised in the East of England 0.85% 1.60% 0.73%
As % of the Database & Business Intelligence category 3.41% 5.58% 2.56%
Number of salaries quoted 67 137 59
East of England median annual salary £70,000 £61,500 £55,000
Median salary % change year-on-year +13.82% +11.82% -
10th Percentile £50,675 £42,500 £41,250
90th Percentile £83,500 £80,000 £85,500
England median annual salary £70,000 £67,500 £65,000
% change year-on-year +3.70% +3.85% -

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 the East of England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
East of England
Permanent vacancies with a requirement for database or business intelligence skills 2,084 3,690 3,481
As % of all permanent IT jobs advertised in the East of England 24.97% 28.59% 28.52%
Number of salaries quoted 1,654 3,045 2,910
East of England median annual salary £49,250 £47,500 £45,000
Median salary % change year-on-year +3.68% +5.56% -
10th Percentile £31,250 £30,500 £28,487
90th Percentile £72,500 £70,000 £65,000
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -

Hadoop
Job Vacancy Trend in the East of England

Job postings citing Hadoop as a percentage of all IT jobs advertised in the East of England.

Job vacancy trend for Hadoop in the East of England

Hadoop
Salary Trend in the East of England

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

Salary trend for Hadoop in the East of England

Hadoop
Salary Histogram in the East of England

The salary distribution of IT jobs citing Hadoop in the East of England over the 6 months to 26 April 2019.

Salary histogram for Hadoop in the East of England

Hadoop
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the East of England region over the 6 months to 26 April 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
Cambridgeshire +25 32 £65,000 +8.33% 4
Bedfordshire -33 17 £70,000 -3.45% 2
Essex -5 15 £72,500 +20.83%
Suffolk +23 3 £57,500 -11.54%
Hertfordshire -9 2 £90,000 +80.00% 1
Norfolk - 2 £50,000 -
Hadoop
England

For the 6 months to 26 April 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 East of England region with a requirement for Hadoop.

1 52 (73.24%) Big Data
2 37 (52.11%) Apache Spark
3 33 (46.48%) Agile Software Development
4 30 (42.25%) Python
5 29 (40.85%) Analytics
5 29 (40.85%) Amazon AWS
6 26 (36.62%) Java
7 22 (30.99%) SQL
7 22 (30.99%) Spring
8 21 (29.58%) MongoDB
8 21 (29.58%) Data Science
9 20 (28.17%) Machine Learning
10 19 (26.76%) Apache Hive
10 19 (26.76%) PostgreSQL
10 19 (26.76%) Spring MVC
10 19 (26.76%) MVC
10 19 (26.76%) MySQL
10 19 (26.76%) Oracle
10 19 (26.76%) SQL Server
11 17 (23.94%) Alteryx
11 17 (23.94%) HDFS
12 16 (22.54%) Sqoop
12 16 (22.54%) Linux
13 15 (21.13%) JBoss
13 15 (21.13%) HTML
13 15 (21.13%) Tomcat
13 15 (21.13%) RDBMS
13 15 (21.13%) JPA
13 15 (21.13%) Microsoft Azure
13 15 (21.13%) Hibernate

Hadoop
Co-occurring IT Skills in the East of England 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 37 (52.11%) Apache Spark
2 15 (21.13%) JBoss
2 15 (21.13%) Tomcat
3 12 (16.90%) Apache
3 12 (16.90%) Apache Geronimo
3 12 (16.90%) GlassFish
3 12 (16.90%) WebSphere
4 7 (9.86%) Apache Pig
5 3 (4.23%) Apache Airflow
5 3 (4.23%) Jetty
5 3 (4.23%) Luigi
5 3 (4.23%) WebLogic
6 2 (2.82%) Elasticsearch
6 2 (2.82%) SAS
Applications
1 12 (16.90%) Weka
2 2 (2.82%) Microsoft Excel
Cloud Services
1 29 (40.85%) Amazon AWS
2 15 (21.13%) Microsoft Azure
3 8 (11.27%) Serverless
4 7 (9.86%) Amazon Kinesis
4 7 (9.86%) AWS Lambda
5 6 (8.45%) Amazon EMR
6 5 (7.04%) Amazon EC2
6 5 (7.04%) Amazon S3
6 5 (7.04%) Azure Data Factory
7 4 (5.63%) AWS CloudFormation
8 3 (4.23%) Google Cloud Platform
9 2 (2.82%) Apigee
9 2 (2.82%) Virtual Private Cloud
10 1 (1.41%) Amazon CloudWatch
10 1 (1.41%) Google Analytics
10 1 (1.41%) IaaS
10 1 (1.41%) PaaS
Database & Business Intelligence
1 52 (73.24%) Big Data
2 21 (29.58%) MongoDB
3 19 (26.76%) Apache Hive
3 19 (26.76%) MySQL
3 19 (26.76%) PostgreSQL
3 19 (26.76%) SQL Server
4 16 (22.54%) Sqoop
5 15 (21.13%) NoSQL
5 15 (21.13%) RDBMS
5 15 (21.13%) Relational Database
6 12 (16.90%) CouchDB
6 12 (16.90%) Mahout
6 12 (16.90%) Neo4j
7 10 (14.08%) Azure SQL Database
8 8 (11.27%) Data Lake
9 7 (9.86%) HBase
9 7 (9.86%) InterBase
9 7 (9.86%) SAP HANA
10 6 (8.45%) Amazon Redshift
10 6 (8.45%) Data Warehouse
Development Applications
1 12 (16.90%) Ant
1 12 (16.90%) Gradle
1 12 (16.90%) Maven
2 2 (2.82%) Jenkins
3 1 (1.41%) Atlassian Bamboo
3 1 (1.41%) Bitbucket
3 1 (1.41%) Git (software)
3 1 (1.41%) Visual Studio
General
1 7 (9.86%) Retail
2 6 (8.45%) Marketing
3 4 (5.63%) Finance
3 4 (5.63%) Games
3 4 (5.63%) Pharmaceutical
4 2 (2.82%) Banking
Job Titles
1 22 (30.99%) Developer
2 18 (25.35%) Data Engineer
3 15 (21.13%) Java Developer
4 12 (16.90%) Lead Developer
4 12 (16.90%) Lead Java Developer
5 7 (9.86%) Agile Developer
5 7 (9.86%) Agile Java Developer
5 7 (9.86%) Analyst
5 7 (9.86%) Data Analyst
5 7 (9.86%) Java Swing Developer
5 7 (9.86%) Machine Learning Engineer
5 7 (9.86%) Software Developer
6 5 (7.04%) DevOps Engineer
7 4 (5.63%) AWS Engineer
7 4 (5.63%) Azure Engineer
7 4 (5.63%) Database Team Leader
7 4 (5.63%) Lead DevOps
7 4 (5.63%) Lead DevOps Engineer
7 4 (5.63%) Research Scientist
7 4 (5.63%) Team Leader
Libraries, Frameworks & Software Standards
1 22 (30.99%) Spring
2 19 (26.76%) Spring MVC
3 15 (21.13%) Hibernate
3 15 (21.13%) HTML
3 15 (21.13%) JPA
4 14 (19.72%) REST
5 13 (18.31%) Web Services
6 12 (16.90%) CSS
6 12 (16.90%) EJB
6 12 (16.90%) FreeMarker
6 12 (16.90%) Java EE
6 12 (16.90%) JMS
6 12 (16.90%) JSP
6 12 (16.90%) Servlets
6 12 (16.90%) SOAP
6 12 (16.90%) Swing
6 12 (16.90%) TopLink
7 8 (11.27%) TensorFlow
8 5 (7.04%) Kafka
8 5 (7.04%) PySpark
Miscellaneous
1 5 (7.04%) Algorithms
2 4 (5.63%) NHS
3 3 (4.23%) Analytical Skills
4 2 (2.82%) Cloud Native
4 2 (2.82%) Hybrid Cloud
4 2 (2.82%) Social Media
5 1 (1.41%) Data Structures
5 1 (1.41%) Mobile App
Operating Systems
1 16 (22.54%) Linux
2 2 (2.82%) VMS
Processes & Methodologies
1 33 (46.48%) Agile Software Development
2 29 (40.85%) Analytics
3 21 (29.58%) Data Science
4 20 (28.17%) Machine Learning
5 19 (26.76%) MVC
6 8 (11.27%) Computer Science
6 8 (11.27%) Data Engineering
6 8 (11.27%) Deep Learning
6 8 (11.27%) E-Commerce
6 8 (11.27%) ETL
6 8 (11.27%) Project Management
7 7 (9.86%) Data Analytics
7 7 (9.86%) ITIL
7 7 (9.86%) OO
7 7 (9.86%) OOP
7 7 (9.86%) Problem-Solving
7 7 (9.86%) TDD
8 6 (8.45%) DevOps
8 6 (8.45%) IT Strategy
8 6 (8.45%) MapReduce
Programming Languages
1 30 (42.25%) Python
2 26 (36.62%) Java
3 22 (30.99%) SQL
4 12 (16.90%) JavaScript
4 12 (16.90%) PL/SQL
4 12 (16.90%) T-SQL
5 7 (9.86%) C
6 4 (5.63%) Scala
7 2 (2.82%) C#
7 2 (2.82%) VBA
Qualifications
1 10 (14.08%) Degree
2 4 (5.63%) ITIL Certification
2 4 (5.63%) PhD
3 2 (2.82%) Computer Science Degree
Quality Assurance & Compliance
1 2 (2.82%) GDPR
1 2 (2.82%) ISO/IEC 27001
2 1 (1.41%) QA
System Software
1 17 (23.94%) HDFS
2 3 (4.23%) Docker
3 1 (1.41%) Apache Flume
Systems Management
1 5 (7.04%) Terraform
2 4 (5.63%) Ansible
3 3 (4.23%) Kubernetes
4 1 (1.41%) Oozie
4 1 (1.41%) Opscode Chef
4 1 (1.41%) Puppet
Vendors
1 19 (26.76%) Oracle
2 17 (23.94%) Alteryx
3 14 (19.72%) Tableau
4 7 (9.86%) SAP
5 4 (5.63%) Microsoft
6 3 (4.23%) Salesforce.com
7 2 (2.82%) IBM
8 1 (1.41%) Dynatrace
8 1 (1.41%) Google