Period
to 23 September 2017

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 23 September 2017 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > East of England
6 months to
23 Sep 2017
Same period 2016 Same period 2015
Rank 233 261 320
Rank change year-on-year +28 +59 +21
Permanent jobs citing Hadoop 130 109 78
As % of all permanent IT jobs advertised in the East of England 1.12% 0.83% 0.49%
As % of the Database & Business Intelligence category 3.99% 3.07% 1.63%
Number of salaries quoted 53 84 75
East of England median annual salary £51,945 £53,000 £65,000
Median salary % change year-on-year -1.99% -18.46% +30.00%
10th Percentile £34,443 £32,000 £43,000
90th Percentile £64,750 £72,500 £87,250
England median annual salary £62,500 £62,500 £65,000
% change year-on-year - -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 3262 3545 4783
As % of all permanent IT jobs advertised in the East of England 28.19% 26.87% 30.08%
Number of salaries quoted 2735 3034 4112
East of England median annual salary £45,000 £43,000 £43,000
Median salary % change year-on-year +4.65% - +1.18%
10th Percentile £30,000 £27,500 £26,500
90th Percentile £65,000 £65,000 £62,500
England median annual salary £49,000 £47,500 £45,000
% change year-on-year +3.16% +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 23 September 2017.

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 23 September 2017. 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 -24 35 £47,500 -2.56% 2
Norfolk +12 26 £60,000 +33.33%
Bedfordshire +34 24 £52,500 +22.09%
Essex +29 23 £55,000 +22.22% 2
Hertfordshire -9 20 £39,000 -35.00% 2
Suffolk +11 2 £42,250 -36.23%
Hadoop
England

For the 6 months to 23 September 2017, 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 85 (65.38%) Apache Spark
2 76 (58.46%) Python
3 73 (56.15%) Big Data
4 71 (54.62%) Java
5 48 (36.92%) SQL
5 48 (36.92%) Machine Learning
6 46 (35.38%) Agile Software Development
7 41 (31.54%) Analytics
8 40 (30.77%) R
9 37 (28.46%) Software Engineering
10 34 (26.15%) Apache Hive
11 33 (25.38%) Scala
11 33 (25.38%) SQL Server
11 33 (25.38%) Business Intelligence
12 32 (24.62%) Amazon AWS
13 31 (23.85%) Cloudera
13 31 (23.85%) Analytical Skills
13 31 (23.85%) Impala
14 30 (23.08%) Tableau
15 27 (20.77%) Degree
16 26 (20.00%) Security Cleared
17 25 (19.23%) Signal Processing
17 25 (19.23%) MySQL
18 23 (17.69%) Oracle
18 23 (17.69%) Visualisation
18 23 (17.69%) SQL Server Integration Services
19 22 (16.92%) NoSQL
19 22 (16.92%) SAS
20 21 (16.15%) Linux
20 21 (16.15%) Apache Cassandra

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 85 (65.38%) Apache Spark
2 22 (16.92%) SAS
3 14 (10.77%) Apache Pig
3 14 (10.77%) Tomcat
4 13 (10.00%) Apache
5 9 (6.92%) JBoss
6 7 (5.38%) Apache Solr
7 6 (4.62%) IIS
8 4 (3.08%) GlassFish
9 3 (2.31%) Jetty
9 3 (2.31%) MediaWiki
9 3 (2.31%) OpenStack
9 3 (2.31%) WebLogic
10 2 (1.54%) Elasticsearch
11 1 (0.77%) Skype for Business
Applications
1 5 (3.85%) SPSS
2 3 (2.31%) Microsoft Excel
2 3 (2.31%) Microsoft PowerPoint
2 3 (2.31%) MS Visio
2 3 (2.31%) Pipeline Pilot
Business Applications
1 3 (2.31%) Oracle Applications
Cloud Services
1 32 (24.62%) Amazon AWS
2 9 (6.92%) Amazon EMR
2 9 (6.92%) Amazon Kinesis
3 7 (5.38%) Microsoft Azure
4 4 (3.08%) Google Cloud Platform
5 3 (2.31%) Cloud Computing
5 3 (2.31%) Office 365
6 2 (1.54%) Azure Active Directory
7 1 (0.77%) Amazon S3
Communications & Networking
1 5 (3.85%) Internet
2 2 (1.54%) Kerberos
Database & Business Intelligence
1 73 (56.15%) Big Data
2 34 (26.15%) Apache Hive
3 33 (25.38%) SQL Server
4 31 (23.85%) Impala
5 25 (19.23%) MySQL
6 23 (17.69%) SQL Server Integration Services
7 22 (16.92%) NoSQL
8 21 (16.15%) Apache Cassandra
9 20 (15.38%) MongoDB
10 19 (14.62%) SQL Server Reporting Services
11 17 (13.08%) HBase
12 15 (11.54%) SQL Server 2008
13 14 (10.77%) Data Warehouse
13 14 (10.77%) SQL Server Analysis Services
13 14 (10.77%) Sqoop
14 12 (9.23%) Data Mining
14 12 (9.23%) Relational Database
15 11 (8.46%) RDBMS
15 11 (8.46%) SQL Server 2000
15 11 (8.46%) SQL Server 2005
Development Applications
1 13 (10.00%) Maven
2 10 (7.69%) Eclipse
2 10 (7.69%) Git (software)
3 6 (4.62%) Octopus Deploy
3 6 (4.62%) Team Foundation Server
3 6 (4.62%) TeamCity
3 6 (4.62%) Visual Studio
4 4 (3.08%) Ant
4 4 (3.08%) Jenkins
5 3 (2.31%) Artifactory
5 3 (2.31%) Bugzilla
5 3 (2.31%) Buildbot
5 3 (2.31%) FindBugs
5 3 (2.31%) JUnit
5 3 (2.31%) Log4j
5 3 (2.31%) Mercurial
5 3 (2.31%) Mockito
5 3 (2.31%) SCons
6 1 (0.77%) Fiddler
6 1 (0.77%) Talend Open Studio
General
1 15 (11.54%) Retail
2 11 (8.46%) Finance
3 9 (6.92%) Marketing
4 1 (0.77%) Advertising
4 1 (0.77%) Automotive
4 1 (0.77%) Law
4 1 (0.77%) Legal
4 1 (0.77%) Pharmaceutical
Job Titles
1 29 (22.31%) Data Scientist
2 21 (16.15%) Developer
3 13 (10.00%) Analytics Manager
3 13 (10.00%) Data Manager
4 12 (9.23%) Data Analytics Manager
5 11 (8.46%) Analytics Consultant
5 11 (8.46%) Consultant
5 11 (8.46%) Data Analytics Consultant
5 11 (8.46%) Data Consultant
5 11 (8.46%) Hadoop Developer
5 11 (8.46%) SAS Consultant
6 9 (6.92%) Java Developer
7 8 (6.15%) Portfolio Manager
7 8 (6.15%) Systems Engineer
8 7 (5.38%) Cloud Developer
9 6 (4.62%) Customer Communications Manager
9 6 (4.62%) DevOps Manager
9 6 (4.62%) Senior Manager
10 5 (3.85%) Fraud Manager
10 5 (3.85%) Hadoop Engineer
Libraries, Frameworks & Software Standards
1 20 (15.38%) Spring
2 18 (13.85%) Web Services
3 16 (12.31%) Kafka
4 14 (10.77%) JSON
5 12 (9.23%) .NET
6 11 (8.46%) Spring MVC
7 9 (6.92%) scikit-learn
8 8 (6.15%) TensorFlow
9 7 (5.38%) ASP.NET
9 7 (5.38%) HTML
10 6 (4.62%) CSS
11 5 (3.85%) XML
12 4 (3.08%) Ajax
12 4 (3.08%) Hibernate
12 4 (3.08%) Java EE
13 3 (2.31%) Guava
13 3 (2.31%) J2SE
13 3 (2.31%) JAAS
13 3 (2.31%) Protocol Buffers
13 3 (2.31%) Struts
Miscellaneous
1 31 (23.85%) Analytical Skills
2 19 (14.62%) Foreign Exchange (FX)
3 11 (8.46%) Data Protection Act
4 10 (7.69%) Computer Science
5 8 (6.15%) Blog
6 5 (3.85%) Data Structures
7 4 (3.08%) Enterprise Software
8 3 (2.31%) Grid Computing
8 3 (2.31%) Life Science
9 2 (1.54%) Algorithms
9 2 (1.54%) Internet of Things
10 1 (0.77%) Equities
10 1 (0.77%) Fintech
10 1 (0.77%) Management Information System
10 1 (0.77%) PMI
Operating Systems
1 21 (16.15%) Linux
2 13 (10.00%) Windows
3 12 (9.23%) Windows Server
4 3 (2.31%) Red Hat Enterprise Linux
4 3 (2.31%) Unix
5 1 (0.77%) Android
5 1 (0.77%) Apple iOS
5 1 (0.77%) CentOS
5 1 (0.77%) SUSE
5 1 (0.77%) SUSE Linux Enterprise Server
Processes & Methodologies
1 48 (36.92%) Machine Learning
2 46 (35.38%) Agile Software Development
3 41 (31.54%) Analytics
4 37 (28.46%) Software Engineering
5 33 (25.38%) Business Intelligence
6 25 (19.23%) Signal Processing
7 23 (17.69%) Visualisation
8 19 (14.62%) Data Visualisation
8 19 (14.62%) Yield Management
9 17 (13.08%) MapReduce
10 16 (12.31%) ETL
11 15 (11.54%) DevOps
11 15 (11.54%) Scrum
11 15 (11.54%) Stakeholder Management
11 15 (11.54%) Statistics
12 14 (10.77%) Mathematics
13 13 (10.00%) Data Management
13 13 (10.00%) Statistical Modelling
14 12 (9.23%) Data Protection
14 12 (9.23%) High Availability
Programming Languages
1 76 (58.46%) Python
2 71 (54.62%) Java
3 48 (36.92%) SQL
4 40 (30.77%) R
5 33 (25.38%) Scala
6 16 (12.31%) Perl
7 14 (10.77%) C++
8 13 (10.00%) T-SQL
9 12 (9.23%) C#
10 11 (8.46%) C
10 11 (8.46%) MATLAB
11 9 (6.92%) Bash Shell
12 8 (6.15%) Shell Script
13 7 (5.38%) HiveQL
13 7 (5.38%) JavaScript
14 6 (4.62%) PowerShell
14 6 (4.62%) Ruby
15 5 (3.85%) VB.NET
16 4 (3.08%) PL/SQL
17 1 (0.77%) ES6
Qualifications
1 27 (20.77%) Degree
2 26 (20.00%) Security Cleared
3 12 (9.23%) Microsoft Certification
4 11 (8.46%) MCITP
4 11 (8.46%) MCTS
4 11 (8.46%) Numerate Degree
5 3 (2.31%) Computer Science Degree
5 3 (2.31%) PhD
5 3 (2.31%) Postgraduate
6 1 (0.77%) CCA
6 1 (0.77%) CESG Certified Professional
6 1 (0.77%) Citrix Certification
6 1 (0.77%) ISO 27001 Lead Auditor
6 1 (0.77%) ISO 27001 Lead Implementer
6 1 (0.77%) MBA
6 1 (0.77%) MCSA
6 1 (0.77%) MCSD
6 1 (0.77%) PMI Certification
6 1 (0.77%) PMP
6 1 (0.77%) SC Cleared
Quality Assurance & Compliance
1 11 (8.46%) Data Quality
1 11 (8.46%) GDPR
1 11 (8.46%) PCI DSS
2 1 (0.77%) GPG13
2 1 (0.77%) HMG Security Policy Framework
2 1 (0.77%) ISO/IEC 27001
2 1 (0.77%) QA
System Software
1 18 (13.85%) Apache Flume
2 14 (10.77%) Active Directory
3 9 (6.92%) HDFS
4 3 (2.31%) Docker
4 3 (2.31%) Virtual Machines
4 3 (2.31%) VMware Infrastructure
4 3 (2.31%) vSphere
Systems Management
1 9 (6.92%) Puppet
2 8 (6.15%) Cobbler
2 8 (6.15%) Hadoop YARN
3 6 (4.62%) Ansible
3 6 (4.62%) Oozie
4 4 (3.08%) Opscode Chef
5 3 (2.31%) Nagios
6 1 (0.77%) ZABBIX
Vendors
1 31 (23.85%) Cloudera
2 30 (23.08%) Tableau
3 23 (17.69%) Oracle
4 13 (10.00%) Microsoft
5 8 (6.15%) IBM
6 5 (3.85%) Hortonworks
6 5 (3.85%) SAP
7 4 (3.08%) Google
8 3 (2.31%) Intel
8 3 (2.31%) NetApp
8 3 (2.31%) NVIDIA
8 3 (2.31%) Red Hat
8 3 (2.31%) VMware
9 1 (0.77%) F5
9 1 (0.77%) MapR
9 1 (0.77%) Splunk
9 1 (0.77%) Talend