Period
to 18 December 2018

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 18 December 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > East of England
6 months to
18 Dec 2018
Same period 2017 Same period 2016
Rank 200 214 282
Rank change year-on-year +14 +68 +7
Permanent jobs citing Hadoop 130 153 88
As % of all permanent IT jobs advertised in the East of England 1.32% 1.26% 0.68%
As % of the Database & Business Intelligence category 5.14% 4.45% 2.45%
Number of salaries quoted 96 86 55
East of England median annual salary £67,500 £59,000 £52,500
Median salary % change year-on-year +14.41% +12.38% +5.00%
10th Percentile £40,800 £37,357 £37,045
90th Percentile £90,000 £80,000 £62,000
England median annual salary £70,000 £65,000 £62,500
% change year-on-year +7.69% +4.00% -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 2,529 3,435 3,593
As % of all permanent IT jobs advertised in the East of England 25.62% 28.26% 27.81%
Number of salaries quoted 2,003 2,861 3,010
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £30,000 £31,250 £28,500
90th Percentile £72,500 £67,500 £65,125
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +5.56%

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 18 December 2018.

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 18 December 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
Cambridgeshire +54 68 £65,000 -13.33% 7
Bedfordshire +10 33 £67,500 +68.75% 1
Essex +2 15 £72,500 +22.88% 1
Hertfordshire -7 7 £90,000 +80.00% 1
Suffolk +5 6 £57,500 +36.09%
Norfolk -3 1 £60,000 +60.00% 2
Hadoop
England

For the 6 months to 18 December 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 East of England region with a requirement for Hadoop.

1 100 (76.92%) Big Data
2 73 (56.15%) Agile Software Development
3 53 (40.77%) Apache Spark
4 51 (39.23%) Analytics
5 50 (38.46%) Python
6 47 (36.15%) Data Science
7 46 (35.38%) Apache Hive
8 40 (30.77%) SQL
9 39 (30.00%) Java
10 37 (28.46%) Amazon AWS
11 36 (27.69%) Machine Learning
12 35 (26.92%) Scrum
13 33 (25.38%) Linux
14 30 (23.08%) Retail
15 29 (22.31%) MySQL
15 29 (22.31%) Relational Database
16 28 (21.54%) MongoDB
17 26 (20.00%) HDFS
18 25 (19.23%) Microsoft Azure
18 25 (19.23%) Oracle
18 25 (19.23%) SOAP
19 24 (18.46%) SQL Server
20 23 (17.69%) Web Services
20 23 (17.69%) REST
20 23 (17.69%) Sqoop
20 23 (17.69%) Kafka
21 22 (16.92%) Algorithms
21 22 (16.92%) Degree
21 22 (16.92%) Data Modelling
22 21 (16.15%) Spring MVC

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 53 (40.77%) Apache Spark
2 19 (14.62%) Apache
3 13 (10.00%) Apache Pig
4 10 (7.69%) Apache Geronimo
4 10 (7.69%) GlassFish
4 10 (7.69%) JBoss
4 10 (7.69%) Tomcat
4 10 (7.69%) WebSphere
5 7 (5.38%) SAS
6 5 (3.85%) Apache Solr
7 3 (2.31%) Elasticsearch
8 1 (0.77%) Confluence
Applications
1 10 (7.69%) Weka
2 1 (0.77%) Microsoft Excel
2 1 (0.77%) Microsoft Office
2 1 (0.77%) Microsoft Project
2 1 (0.77%) SPSS
Cloud Services
1 37 (28.46%) Amazon AWS
2 25 (19.23%) Microsoft Azure
3 8 (6.15%) Google Cloud Platform
4 5 (3.85%) Amazon EMR
5 3 (2.31%) Amazon S3
5 3 (2.31%) Apigee
5 3 (2.31%) Virtual Private Cloud
6 2 (1.54%) Serverless
7 1 (0.77%) AWS Lambda
7 1 (0.77%) Cloud Computing
Communications & Networking
1 12 (9.23%) Firewall
1 12 (9.23%) SSL
2 10 (7.69%) TCP/IP
3 7 (5.38%) DNS
4 5 (3.85%) HTTP
4 5 (3.85%) Kerberos
5 1 (0.77%) Internet
Database & Business Intelligence
1 100 (76.92%) Big Data
2 46 (35.38%) Apache Hive
3 29 (22.31%) MySQL
3 29 (22.31%) Relational Database
4 28 (21.54%) MongoDB
5 24 (18.46%) SQL Server
6 23 (17.69%) Sqoop
7 19 (14.62%) Data Warehouse
7 19 (14.62%) PostgreSQL
8 18 (13.85%) RDBMS
9 17 (13.08%) NoSQL
10 13 (10.00%) Impala
11 11 (8.46%) OLTP
12 10 (7.69%) CouchDB
12 10 (7.69%) Mahout
12 10 (7.69%) Neo4j
12 10 (7.69%) SQL Server Integration Services
13 9 (6.92%) SQL Server Reporting Services
14 8 (6.15%) HBase
15 6 (4.62%) Power BI
Development Applications
1 14 (10.77%) Maven
2 10 (7.69%) Ant
2 10 (7.69%) Git (software)
2 10 (7.69%) Gradle
2 10 (7.69%) Selenium
3 7 (5.38%) JIRA
4 5 (3.85%) Atlassian Bamboo
4 5 (3.85%) Bitbucket
4 5 (3.85%) CodeSonar
4 5 (3.85%) git-flow
4 5 (3.85%) JMeter
4 5 (3.85%) Robot Framework
4 5 (3.85%) SoapUI
5 1 (0.77%) GitLab
General
1 30 (23.08%) Retail
2 18 (13.85%) Finance
3 13 (10.00%) Marketing
4 5 (3.85%) Law
4 5 (3.85%) Pharmaceutical
5 4 (3.08%) Games
6 2 (1.54%) Automotive
7 1 (0.77%) Banking
7 1 (0.77%) Legal
7 1 (0.77%) Publishing
Job Titles
1 33 (25.38%) Developer
2 16 (12.31%) Big Data Manager
3 13 (10.00%) Hadoop Developer
4 12 (9.23%) Architect
5 11 (8.46%) Analytics Manager
6 10 (7.69%) Data Analytics Manager
6 10 (7.69%) Java Developer
6 10 (7.69%) Lead Developer
6 10 (7.69%) Lead Java Developer
7 9 (6.92%) Machine Learning Researcher
7 9 (6.92%) Project Manager
7 9 (6.92%) Software Engineer
8 8 (6.15%) Administrator
8 8 (6.15%) Analyst
8 8 (6.15%) Business Intelligence Architect
8 8 (6.15%) Data Architect
8 8 (6.15%) Marketing Manager
8 8 (6.15%) Marketing Project Manager
8 8 (6.15%) Programme Manager
9 6 (4.62%) Software Developer
Libraries, Frameworks & Software Standards
1 25 (19.23%) SOAP
2 23 (17.69%) Kafka
2 23 (17.69%) REST
2 23 (17.69%) Web Services
3 21 (16.15%) Spring MVC
4 20 (15.38%) Spring
5 18 (13.85%) TensorFlow
6 15 (11.54%) Java EE
7 14 (10.77%) .NET
7 14 (10.77%) CSS
7 14 (10.77%) HTML
8 10 (7.69%) EJB
8 10 (7.69%) FreeMarker
8 10 (7.69%) Hibernate
8 10 (7.69%) JMS
8 10 (7.69%) JPA
8 10 (7.69%) JSP
8 10 (7.69%) Servlets
8 10 (7.69%) Swing
8 10 (7.69%) TopLink
Miscellaneous
1 22 (16.92%) Algorithms
2 8 (6.15%) Analytical Skills
3 5 (3.85%) Data Structures
4 4 (3.08%) NHS
5 3 (2.31%) Hybrid Cloud
5 3 (2.31%) Social Media
6 1 (0.77%) Analytical Mindset
6 1 (0.77%) Internet of Things
6 1 (0.77%) Virtual Team
Operating Systems
1 33 (25.38%) Linux
2 10 (7.69%) Unix
3 8 (6.15%) VMS
4 6 (4.62%) Windows
5 5 (3.85%) Android
5 5 (3.85%) Apple iOS
5 5 (3.85%) Mac OS X
Processes & Methodologies
1 73 (56.15%) Agile Software Development
2 51 (39.23%) Analytics
3 47 (36.15%) Data Science
4 36 (27.69%) Machine Learning
5 35 (26.92%) Scrum
6 22 (16.92%) Data Modelling
7 20 (15.38%) ETL
7 20 (15.38%) MVC
7 20 (15.38%) Project Management
8 18 (13.85%) Deep Learning
9 15 (11.54%) Business Intelligence
9 15 (11.54%) Computer Science
9 15 (11.54%) Software Engineering
10 14 (10.77%) Artificial Intelligence
10 14 (10.77%) Bayesian Methods
10 14 (10.77%) MapReduce
10 14 (10.77%) Neural Network
10 14 (10.77%) Predictive Analysis
11 13 (10.00%) E-Commerce
11 13 (10.00%) SDLC
Programming Languages
1 50 (38.46%) Python
2 40 (30.77%) SQL
3 39 (30.00%) Java
4 19 (14.62%) JavaScript
5 13 (10.00%) Bash Shell
5 13 (10.00%) Scala
6 11 (8.46%) C
7 10 (7.69%) PL/SQL
7 10 (7.69%) T-SQL
8 8 (6.15%) R
9 6 (4.62%) C#
9 6 (4.62%) PowerShell
10 5 (3.85%) C++
10 5 (3.85%) Objective-C
10 5 (3.85%) PHP
11 4 (3.08%) Shell Script
12 2 (1.54%) MATLAB
13 1 (0.77%) VBA
Qualifications
1 22 (16.92%) Degree
2 9 (6.92%) PhD
3 5 (3.85%) CCNA
3 5 (3.85%) Cisco Certification
3 5 (3.85%) CISSP
3 5 (3.85%) CompTIA Security+
3 5 (3.85%) DV Cleared
3 5 (3.85%) GIAC
3 5 (3.85%) Linux+ Certification
3 5 (3.85%) MCSE
3 5 (3.85%) Microsoft Certification
3 5 (3.85%) Network+ Certification
3 5 (3.85%) SANS
3 5 (3.85%) Security Cleared
3 5 (3.85%) SSCP
4 4 (3.08%) ITIL Certification
5 2 (1.54%) Computer Science Degree
6 1 (0.77%) BPSS Clearance
6 1 (0.77%) Numerate Degree
Quality Assurance & Compliance
1 19 (14.62%) QA
2 3 (2.31%) GDPR
2 3 (2.31%) ISO/IEC 27001
3 1 (0.77%) Data Quality
3 1 (0.77%) PMO
System Software
1 26 (20.00%) HDFS
2 8 (6.15%) Docker
3 7 (5.38%) Active Directory
3 7 (5.38%) Apache Flume
3 7 (5.38%) Virtual Machines
4 5 (3.85%) Apache ZooKeeper
4 5 (3.85%) vSphere
Systems Management
1 15 (11.54%) Oozie
2 13 (10.00%) Puppet
3 5 (3.85%) Ambari
3 5 (3.85%) Hadoop YARN
3 5 (3.85%) Salt
4 3 (2.31%) Kubernetes
Vendors
1 25 (19.23%) Oracle
2 15 (11.54%) Alteryx
2 15 (11.54%) Microsoft
2 15 (11.54%) Tableau
3 11 (8.46%) Hortonworks
4 10 (7.69%) CA
4 10 (7.69%) IBM
4 10 (7.69%) SAP
5 8 (6.15%) Cloudera
6 5 (3.85%) Google
7 1 (0.77%) Informatica
7 1 (0.77%) Talend
7 1 (0.77%) Teradata