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 3 months to 26 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Apache Hadoop
England / East of England
Rank 192 226 244
Rank change year-on-year +34 +18  
Permanent jobs citing Hadoop 55 43 29
As % of all permanent IT jobs advertised in the East of England 0.91% 0.58% 0.39%
As % of the Database & Business Intelligence category 3.24% 2.17% 1.27%
Number of salaries quoted 40 15 29
Median salary £55,000 £60,000 £52,500
Median salary % change year-on-year -8.33% +14.28%  
90% offered a salary of more than £50,000 £32,000 £40,000
10% offered a salary of more than £100,000 £87,000 £82,000
UK excluding London median salary £52,500 £50,000 £50,000
% change year-on-year +5.00% -  

Hadoop is in the database and business intelligence skills category. The next 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 and business intelligence skills.

Database & Business Intelligence Skills
East of England
Permanent job vacancies with a requirement for database and business intelligence skills 1698 1982 2283
As % of all permanent IT job vacancies advertised in the East of England 28.15% 26.93% 30.56%
Number of salaries quoted 1394 1621 1876
Median salary £45,000 £45,000 £45,000
90% offered a salary of more than £32,500 £30,000 £28,250
10% offered a salary of more than £62,500 £65,000 £65,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Hadoop
Job Vacancy Trend in the East of England

The job posting trend of jobs advertised in the East of England citing Hadoop as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

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 3 months to 26 March 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 3 months to 26 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Essex +29 18 £52,500 - 1
Hertfordshire +20 11 £73,750 +13.46% 2
Cambridgeshire +1 9 £55,000 -8.33% 7
Bedfordshire - 8 £100,000 -
Norfolk -7 7 £53,500 +71.88% 2
Suffolk +24 2 £51,250 -
Hadoop
England

Hadoop
Top 30 Related IT Skills in the East of England

For the 6 months to 26 March 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 62 (68.13%) Big Data
2 46 (50.55%) Analytics
3 44 (48.35%) Java
3 44 (48.35%) Python
4 43 (47.25%) SQL
5 39 (42.86%) Degree
5 39 (42.86%) Analytical Skills
6 36 (39.56%) SQL Server
7 34 (37.36%) Oracle
8 33 (36.26%) Apache Spark
9 29 (31.87%) NoSQL
10 28 (30.77%) MongoDB
10 28 (30.77%) SAS
10 28 (30.77%) Finance
11 27 (29.67%) T-SQL
11 27 (29.67%) Visualisation
12 26 (28.57%) Tableau
13 24 (26.37%) Relational Database
13 24 (26.37%) Data Visualisation
14 23 (25.27%) R
15 22 (24.18%) Business Intelligence
16 21 (23.08%) .NET
16 21 (23.08%) Agile Software Development
17 20 (21.98%) JavaScript
17 20 (21.98%) HTML
17 20 (21.98%) Machine Learning
18 19 (20.88%) C#
18 19 (20.88%) CSS
18 19 (20.88%) ETL
18 19 (20.88%) Computer Science

Hadoop
Top Related 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 33 (36.26%) Apache Spark
2 28 (30.77%) SAS
3 17 (18.68%) Apache Pig
4 14 (15.38%) JBoss
5 13 (14.29%) GlassFish
5 13 (14.29%) Tomcat
6 12 (13.19%) Elasticsearch
7 7 (7.69%) Apache
8 4 (4.40%) Apache Solr
8 4 (4.40%) ArcGIS
9 3 (3.30%) Apache Geronimo
9 3 (3.30%) WebSphere
10 2 (2.20%) OpenStack
11 1 (1.10%) Confluence
11 1 (1.10%) Luigi
Applications
1 13 (14.29%) SPSS
2 3 (3.30%) Weka
3 1 (1.10%) MS Excel
Business Applications
1 1 (1.10%) Adobe Campaign
1 1 (1.10%) Dynamics AX
1 1 (1.10%) Dynamics NAV
1 1 (1.10%) Oracle Applications
Cloud Services
1 17 (18.68%) Amazon AWS
2 10 (10.99%) Microsoft Azure
3 5 (5.49%) Office 365
4 2 (2.20%) Google Cloud Platform
5 1 (1.10%) Amazon S3
5 1 (1.10%) Azure Active Directory
5 1 (1.10%) Cloud Computing
5 1 (1.10%) GitHub
Communications & Networking
1 6 (6.59%) LDAP
2 4 (4.40%) Internet
3 2 (2.20%) DHCP
3 2 (2.20%) DNS
3 2 (2.20%) SMTP
3 2 (2.20%) SNMP
3 2 (2.20%) TCP/IP
4 1 (1.10%) HTTP
Database & Business Intelligence
1 62 (68.13%) Big Data
2 36 (39.56%) SQL Server
3 29 (31.87%) NoSQL
4 28 (30.77%) MongoDB
5 24 (26.37%) Relational Database
6 17 (18.68%) GIS
6 17 (18.68%) MySQL
7 16 (17.58%) CouchDB
8 15 (16.48%) SQL Server Integration Services
8 15 (16.48%) SQL Server Reporting Services
9 13 (14.29%) Apache Hive
9 13 (14.29%) BusinessObjects
9 13 (14.29%) QlikView
10 12 (13.19%) Data Warehouse
11 11 (12.09%) Oracle Database
11 11 (12.09%) PostgreSQL
12 9 (9.89%) Neo4j
12 9 (9.89%) RDBMS
13 7 (7.69%) Amazon DynamoDB
14 6 (6.59%) Apache Cassandra
Development Applications
1 13 (14.29%) Ant
1 13 (14.29%) Maven
2 12 (13.19%) Git (software)
3 3 (3.30%) Gradle
4 1 (1.10%) JIRA
4 1 (1.10%) Team Foundation Server
General
1 28 (30.77%) Finance
2 16 (17.58%) Marketing
3 5 (5.49%) Banking
3 5 (5.49%) Retail
4 4 (4.40%) Telecoms
5 3 (3.30%) Automotive
5 3 (3.30%) Multimedia
6 2 (2.20%) Games
7 1 (1.10%) Pharmaceutical
7 1 (1.10%) Publishing
Job Titles
1 27 (29.67%) Developer
2 16 (17.58%) Java Developer
3 14 (15.38%) Analytics Manager
4 13 (14.29%) Data Analytics Manager
4 13 (14.29%) Data Manager
4 13 (14.29%) Data Scientist
4 13 (14.29%) Fraud Manager
4 13 (14.29%) Senior Analytics Manager
4 13 (14.29%) Senior Manager
4 13 (14.29%) Senior Technical Manager
4 13 (14.29%) Technical Manager
5 12 (13.19%) Oracle Developer
5 12 (13.19%) Software Manager
6 8 (8.79%) Architect
7 7 (7.69%) Data Visualisation Specialist
7 7 (7.69%) Head of Analytics
7 7 (7.69%) Senior Developer
8 6 (6.59%) Designer
8 6 (6.59%) Senior Java Developer
8 6 (6.59%) UI Designer
Libraries, Frameworks & Software Standards
1 21 (23.08%) .NET
2 20 (21.98%) HTML
3 19 (20.88%) CSS
4 16 (17.58%) Java EE
5 13 (14.29%) Ajax
5 13 (14.29%) Hibernate
5 13 (14.29%) Spring
5 13 (14.29%) Spring MVC
6 8 (8.79%) EJB
6 8 (8.79%) Servlets
7 5 (5.49%) jQuery
8 4 (4.40%) ASP.NET
8 4 (4.40%) D3.js
8 4 (4.40%) OAuth
8 4 (4.40%) REST
8 4 (4.40%) SAML
8 4 (4.40%) SOAP
8 4 (4.40%) Web Services
9 3 (3.30%) JSP
9 3 (3.30%) RESTful
Miscellaneous
1 39 (42.86%) Analytical Skills
2 19 (20.88%) Computer Science
3 10 (10.99%) Enterprise Software
4 8 (8.79%) Algorithms
5 4 (4.40%) Foreign Exchange (FX)
5 4 (4.40%) Internet of Things
5 4 (4.40%) Management Information System
5 4 (4.40%) Social Media
6 2 (2.20%) DataPower
6 2 (2.20%) Driving Licence
7 1 (1.10%) Biotechnology
7 1 (1.10%) Data Centre
7 1 (1.10%) Data Structures
7 1 (1.10%) Life Science
7 1 (1.10%) Linux Command Line
7 1 (1.10%) Online Games
7 1 (1.10%) Private Cloud
Operating Systems
1 15 (16.48%) Linux
2 7 (7.69%) Unix
3 6 (6.59%) Windows
4 5 (5.49%) Red Hat Enterprise Linux
5 4 (4.40%) Windows Server
6 3 (3.30%) Android
6 3 (3.30%) Apple iOS
7 2 (2.20%) CentOS
8 1 (1.10%) SUSE Linux Enterprise Server
Processes & Methodologies
1 46 (50.55%) Analytics
2 27 (29.67%) Visualisation
3 24 (26.37%) Data Visualisation
4 22 (24.18%) Business Intelligence
5 21 (23.08%) Agile Software Development
6 20 (21.98%) Machine Learning
7 19 (20.88%) ETL
8 18 (19.78%) Stakeholder Management
9 17 (18.68%) Project Management
10 16 (17.58%) Data Analytics
10 16 (17.58%) MVC
11 13 (14.29%) Anti-Money Laundering
11 13 (14.29%) Programme Management
11 13 (14.29%) Resource Management
12 11 (12.09%) CRM
12 11 (12.09%) Mathematics
12 11 (12.09%) Scrum
13 10 (10.99%) Mentoring
14 8 (8.79%) Predictive Analytics
14 8 (8.79%) Statistical Modelling
Programming Languages
1 44 (48.35%) Java
1 44 (48.35%) Python
2 43 (47.25%) SQL
3 27 (29.67%) T-SQL
4 23 (25.27%) R
5 20 (21.98%) JavaScript
6 19 (20.88%) C#
7 13 (14.29%) PL/SQL
7 13 (14.29%) VB.NET
8 9 (9.89%) Scala
9 8 (8.79%) Perl
10 4 (4.40%) Bash Shell
11 3 (3.30%) MATLAB
11 3 (3.30%) Ruby
12 2 (2.20%) Clojure
12 2 (2.20%) Groovy
13 1 (1.10%) C
13 1 (1.10%) C++
13 1 (1.10%) Shell Script
Qualifications
1 39 (42.86%) Degree
2 9 (9.89%) PhD
3 2 (2.20%) Security Cleared
4 1 (1.10%) CCA
4 1 (1.10%) Citrix Certification
4 1 (1.10%) MCSA
4 1 (1.10%) MCSD
4 1 (1.10%) Microsoft Certification
Quality Assurance & Compliance
1 6 (6.59%) SLA
2 5 (5.49%) Data Quality
3 1 (1.10%) PMO
System Software
1 5 (5.49%) Active Directory
1 5 (5.49%) Virtual Machines
1 5 (5.49%) VMware Infrastructure
1 5 (5.49%) vSphere
2 3 (3.30%) HDFS
Systems Management
1 7 (7.69%) Opscode Chef
2 5 (5.49%) Nagios
3 4 (4.40%) ZABBIX
4 2 (2.20%) Ansible
4 2 (2.20%) Oozie
4 2 (2.20%) Puppet
4 2 (2.20%) Salt
5 1 (1.10%) Kibana
Vendors
1 34 (37.36%) Oracle
2 26 (28.57%) Tableau
3 15 (16.48%) SAP
4 8 (8.79%) Teradata
5 5 (5.49%) Google
5 5 (5.49%) Hortonworks
5 5 (5.49%) Informatica
5 5 (5.49%) NetApp
5 5 (5.49%) VMware
6 3 (3.30%) Alteryx
6 3 (3.30%) Mapbox
7 2 (2.20%) Microsoft
8 1 (1.10%) Adobe
8 1 (1.10%) Cloudera
8 1 (1.10%) F5
8 1 (1.10%) IBM
8 1 (1.10%) JD Edwards
8 1 (1.10%) Red Hat
8 1 (1.10%) Vertica
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £40,000 to £65,000 per annum Salary DOE + Benefits
Posted: Yesterday
Cambridge, Cambridgeshire
Empiric.com
Salary: Completely negotiable and excellent with comprehensive benefits
Posted: 4 days ago
Hemel Hempstead, Hertfordshire
Churchill Frank
Salary: £75000 - £90000 per annum
Posted: 3 days ago
Norwich, Norfolk
Oxbridge Answers
Salary: 60000 + Bonus, Pension, Shares
Posted: 4 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £highly competitive + benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £50k+ DoE
Posted: 12 days ago
Colchester, Essex
Verticality Ltd
Salary: £50000 - £55000 per annum
Posted: 5 days ago
Royston
Hays Specialist Recruitment Ltd
Salary: £60000.00 - £70000.00 per annum + bonus
Posted: 20 days ago
Norwich, Norfolk
Aviva
Salary: Competitive
Posted: 16 days ago
Cambridge
Client Server
Salary: £80000 - £100000 per annum + benefits
Posted: 27 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £70k (DoE) + top benefits + bonus
Posted: 23 days ago