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

Apache Hadoop
England > East of England
6 months to
18 Jan 2018
Same period 2017 Same period 2016
Rank 198 283 279
Rank change year-on-year +85 -4 +35
Permanent jobs citing Hadoop 162 77 104
As % of all permanent IT jobs advertised in the East of England 1.36% 0.62% 0.71%
As % of the Database & Business Intelligence category 4.79% 2.23% 2.53%
Number of salaries quoted 108 43 91
East of England median annual salary £60,000 £52,500 £50,000
Median salary % change year-on-year +14.29% +5.00% -4.76%
10th Percentile £39,800 £42,250 £35,000
90th Percentile £80,000 £62,500 £78,750
England median annual salary £65,000 £62,500 £65,000
% change year-on-year +4.00% -3.85% +8.33%

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 3,385 3,456 4,104
As % of all permanent IT jobs advertised in the East of England 28.52% 27.77% 27.85%
Number of salaries quoted 2,835 2,895 3,525
East of England median annual salary £46,500 £45,000 £45,000
Median salary % change year-on-year +3.33% - +5.88%
10th Percentile £31,250 £28,750 £26,350
90th Percentile £68,750 £65,750 £65,000
England median annual salary £50,000 £47,500 £46,000
% change year-on-year +5.26% +3.26% +2.22%

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 January 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 January 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
Essex +55 55 £60,000 - 4
Cambridgeshire +10 50 £75,000 +25.00% 2
Hertfordshire +23 46 £50,000 -4.76% 1
Bedfordshire +42 5 £72,500 +20.83% 3
Suffolk +20 3 £42,500 -33.33% 1
Norfolk +6 3 £37,500 -16.67% 2
Hadoop
England

For the 6 months to 18 January 2018, IT jobs citing Hadoop also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the East of England region with a requirement for Hadoop.

1 104 (64.20%) Big Data
2 77 (47.53%) Tableau
3 67 (41.36%) Analytics
3 67 (41.36%) Data Warehouse
4 63 (38.89%) Apache Spark
5 62 (38.27%) Visualisation
6 55 (33.95%) Analytical Skills
7 53 (32.72%) Relational Database
8 52 (32.10%) SQL
9 51 (31.48%) Python
10 49 (30.25%) Business Intelligence
11 48 (29.63%) Java
12 45 (27.78%) Data Visualisation
13 38 (23.46%) Agile Software Development
14 37 (22.84%) Degree
15 33 (20.37%) MongoDB
16 32 (19.75%) NoSQL
17 31 (19.14%) Linux
18 29 (17.90%) Scala
18 29 (17.90%) HBase
19 27 (16.67%) Apache Hive
19 27 (16.67%) Oracle
20 26 (16.05%) Mathematics
21 25 (15.43%) Data Architecture
21 25 (15.43%) Machine Learning
22 24 (14.81%) Semantic Layer
22 24 (14.81%) Data Management
22 24 (14.81%) Publishing
22 24 (14.81%) ETL
23 23 (14.20%) Google

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 63 (38.89%) Apache Spark
2 15 (9.26%) Apache Pig
3 14 (8.64%) SAS
4 9 (5.56%) Apache
4 9 (5.56%) JBoss
5 8 (4.94%) Tomcat
6 5 (3.09%) Apache Geronimo
6 5 (3.09%) GlassFish
6 5 (3.09%) WebSphere
7 3 (1.85%) Elasticsearch
7 3 (1.85%) WebLogic
8 1 (0.62%) Apache Solr
8 1 (0.62%) Confluence
8 1 (0.62%) Skype for Business
Applications
1 6 (3.70%) Weka
2 3 (1.85%) SPSS
3 1 (0.62%) Microsoft Excel
Business Applications
1 1 (0.62%) Adobe Campaign
Cloud Services
1 14 (8.64%) Amazon AWS
1 14 (8.64%) Microsoft Azure
2 9 (5.56%) Google Cloud Platform
3 5 (3.09%) Adobe Analytics
3 5 (3.09%) Amazon S3
3 5 (3.09%) Google Analytics
4 4 (2.47%) Amazon EMR
4 4 (2.47%) Amazon Kinesis
5 3 (1.85%) Azure Machine Learning
6 2 (1.23%) Cloud Computing
7 1 (0.62%) Amazon EC2
7 1 (0.62%) Azure Active Directory
7 1 (0.62%) Cortana Intelligence Suite
7 1 (0.62%) Office 365
Communications & Networking
1 11 (6.79%) Internet
Database & Business Intelligence
1 104 (64.20%) Big Data
2 67 (41.36%) Data Warehouse
3 53 (32.72%) Relational Database
4 33 (20.37%) MongoDB
5 32 (19.75%) NoSQL
6 29 (17.90%) HBase
7 27 (16.67%) Apache Hive
8 24 (14.81%) Semantic Layer
9 21 (12.96%) Apache Cassandra
10 20 (12.35%) SQL Server
11 19 (11.73%) RDBMS
12 18 (11.11%) Sqoop
13 16 (9.88%) MySQL
14 15 (9.26%) Power BI
15 14 (8.64%) Impala
16 13 (8.02%) Mahout
17 12 (7.41%) QlikView
18 10 (6.17%) GIS
19 9 (5.56%) CouchDB
19 9 (5.56%) Data Mining
Development Applications
1 15 (9.26%) Git (software)
2 13 (8.02%) Jenkins
2 13 (8.02%) Maven
3 5 (3.09%) TeamCity
4 4 (2.47%) Gerrit
4 4 (2.47%) Grunt
4 4 (2.47%) Jasmine
4 4 (2.47%) Selenium
5 3 (1.85%) Artifactory
6 2 (1.23%) Ant
6 2 (1.23%) Gradle
7 1 (0.62%) Fiddler
7 1 (0.62%) JIRA
General
1 24 (14.81%) Publishing
2 21 (12.96%) Automotive
2 21 (12.96%) Finance
3 14 (8.64%) Marketing
4 9 (5.56%) Retail
5 4 (2.47%) Banking
6 3 (1.85%) Games
7 2 (1.23%) Advertising
8 1 (0.62%) Law
8 1 (0.62%) Legal
Job Titles
1 38 (23.46%) Analyst
2 33 (20.37%) Developer
3 25 (15.43%) Business Intelligence Analyst
4 24 (14.81%) Big Data Engineer
4 24 (14.81%) Business Analyst
4 24 (14.81%) Business Intelligence Business Analyst
5 22 (13.58%) Data Scientist
6 21 (12.96%) Data Engineer
7 20 (12.35%) Business Intelligence Specialist
8 14 (8.64%) Tableau Specialist
9 13 (8.02%) Java Developer
10 10 (6.17%) Performance Manager
11 9 (5.56%) Analytics Manager
12 8 (4.94%) Hadoop Engineer
12 8 (4.94%) Senior Analyst
13 7 (4.32%) Analytics Developer
13 7 (4.32%) Machine Learning Scientist
13 7 (4.32%) Report Developer
13 7 (4.32%) Senior Developer
14 6 (3.70%) Java Hadoop Developer
Libraries, Frameworks & Software Standards
1 16 (9.88%) Kafka
2 9 (5.56%) .NET
2 9 (5.56%) Apache Avro
3 8 (4.94%) HTML
3 8 (4.94%) Spring
4 7 (4.32%) Google Maps API
4 7 (4.32%) RabbitMQ
4 7 (4.32%) TensorFlow
5 6 (3.70%) Ajax
5 6 (3.70%) CSS
5 6 (3.70%) Java EE
5 6 (3.70%) SOAP
5 6 (3.70%) Web Services
6 5 (3.09%) EJB
6 5 (3.09%) Hibernate
6 5 (3.09%) JMS
6 5 (3.09%) JSP
6 5 (3.09%) Servlets
6 5 (3.09%) Swing
6 5 (3.09%) TopLink
Miscellaneous
1 55 (33.95%) Analytical Skills
2 11 (6.79%) Computer Science
2 11 (6.79%) User Experience
3 7 (4.32%) Management Information System
4 5 (3.09%) Blog
5 4 (2.47%) Fintech
5 4 (2.47%) Greenfield Project
6 3 (1.85%) Data Structures
7 2 (1.23%) Algorithms
7 2 (1.23%) Internet of Things
7 2 (1.23%) Life Science
8 1 (0.62%) DataPower
8 1 (0.62%) Equities
8 1 (0.62%) HoloLens
8 1 (0.62%) Kinect
8 1 (0.62%) Mobile App
8 1 (0.62%) N-Tier
8 1 (0.62%) Online Games
8 1 (0.62%) PMI
Operating Systems
1 31 (19.14%) Linux
2 4 (2.47%) Oracle Linux
2 4 (2.47%) Red Hat Enterprise Linux
3 2 (1.23%) Unix
4 1 (0.62%) Android
4 1 (0.62%) Apple iOS
4 1 (0.62%) CentOS
4 1 (0.62%) SUSE
4 1 (0.62%) Windows
Processes & Methodologies
1 67 (41.36%) Analytics
2 62 (38.27%) Visualisation
3 49 (30.25%) Business Intelligence
4 45 (27.78%) Data Visualisation
5 38 (23.46%) Agile Software Development
6 26 (16.05%) Mathematics
7 25 (15.43%) Data Architecture
7 25 (15.43%) Machine Learning
8 24 (14.81%) Data Management
8 24 (14.81%) ETL
9 20 (12.35%) Data Modelling
9 20 (12.35%) Software Engineering
10 18 (11.11%) Data Analytics
11 17 (10.49%) MapReduce
12 16 (9.88%) E-Commerce
13 15 (9.26%) Open Source
14 12 (7.41%) Data Engineering
14 12 (7.41%) Economics
14 12 (7.41%) Front End Development
14 12 (7.41%) Signal Processing
Programming Languages
1 52 (32.10%) SQL
2 51 (31.48%) Python
3 48 (29.63%) Java
4 29 (17.90%) Scala
5 22 (13.58%) R
6 12 (7.41%) JavaScript
7 10 (6.17%) T-SQL
8 9 (5.56%) PL/SQL
9 8 (4.94%) C
10 7 (4.32%) Bash Shell
10 7 (4.32%) C++
10 7 (4.32%) Perl
11 6 (3.70%) C#
12 5 (3.09%) Shell Script
13 3 (1.85%) VB.NET
14 2 (1.23%) Ruby
15 1 (0.62%) ES6
15 1 (0.62%) Groovy
15 1 (0.62%) PHP
Qualifications
1 37 (22.84%) Degree
2 13 (8.02%) Numerate Degree
2 13 (8.02%) Security Cleared
3 9 (5.56%) PhD
4 3 (1.85%) Computer Science Degree
5 1 (0.62%) CESG Certified Professional
5 1 (0.62%) ISO 27001 Lead Auditor
5 1 (0.62%) ISO 27001 Lead Implementer
5 1 (0.62%) MBA
5 1 (0.62%) PMI Certification
5 1 (0.62%) PMP
5 1 (0.62%) SC Cleared
Quality Assurance & Compliance
1 4 (2.47%) QA
2 3 (1.85%) SLA
3 2 (1.23%) ISO/IEC 27001
4 1 (0.62%) Data Quality
4 1 (0.62%) GPG13
4 1 (0.62%) HMG Security Policy Framework
System Software
1 23 (14.20%) HDFS
2 17 (10.49%) Apache Flume
3 10 (6.17%) Docker
4 9 (5.56%) Apache ZooKeeper
5 1 (0.62%) Oracle RAC
5 1 (0.62%) Virtual Machines
5 1 (0.62%) VMware Infrastructure
5 1 (0.62%) vSphere
Systems Management
1 18 (11.11%) Puppet
2 10 (6.17%) Oozie
3 8 (4.94%) Ansible
4 6 (3.70%) Opscode Chef
5 5 (3.09%) Cobbler
6 1 (0.62%) Failover Clustering
6 1 (0.62%) Mesos
6 1 (0.62%) Nagios
6 1 (0.62%) Packer
6 1 (0.62%) Systems Management Server (SMS)
Vendors
1 77 (47.53%) Tableau
2 27 (16.67%) Oracle
3 23 (14.20%) Google
4 20 (12.35%) Alteryx
5 11 (6.79%) Adobe
6 9 (5.56%) Cloudera
6 9 (5.56%) Hortonworks
7 8 (4.94%) Teradata
8 7 (4.32%) MapR
9 6 (3.70%) SAP
10 5 (3.09%) IBM
10 5 (3.09%) Intel
10 5 (3.09%) MicroStrategy
10 5 (3.09%) NVIDIA
11 4 (2.47%) WorldPay
12 2 (1.23%) Informatica
13 1 (0.62%) Microsoft
13 1 (0.62%) NetApp
13 1 (0.62%) Red Hat
13 1 (0.62%) VMware