The table below looks at the statistics for Hadoop skills in IT jobs advertised for the East of England region. Included is a guide to the salaries offered in IT jobs that have cited Hadoop over the 3 months to 10 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
10 Dec 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 206 220 250
Rank change year-on-year
+14 +30
Permanent jobs citing Hadoop 38 46 35
As % of all permanent IT jobs located in the East of England 0.60% 0.64% 0.44%
As % of the Database & Business Intelligence category 2.15% 2.36% 1.57%
Number of salaries quoted 20 42 29
Median salary £55,000 £50,000 £50,000
Median salary % change year-on-year
+10.00% -
90% offered a salary of more than £44,500 £40,000 £40,000
10% offered a salary of more than £60,000 £65,000 £72,000
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -
Hadoop
England

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the East of England region.

Database & Business Intelligence Category
East of England
Permanent IT job ads with a match in the
Database & Business Intelligence category
1771 1947 2236
As % of all permanent IT jobs located in the East of England 27.89% 27.17% 27.80%
Number of salaries quoted 1458 1680 1876
Median salary £47,500 £45,000 £42,500
Median salary % change year-on-year
+5.55% +5.88%
90% offered a salary of more than £33,000 £30,000 £29,000
10% offered a salary of more than £65,000 £60,000 £65,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

Hadoop
Jobs Demand Trend in the East of England

The demand trend of job ads across the East of England region citing Hadoop as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Hadoop Jobs Demand Trend 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 across the East of England region.

Hadoop Salary Trend in the East of England

Hadoop
Salary Histogram in the East of England

This chart provides a salary histogram for IT jobs citing Hadoop across the East of England region over the 3 months to 10 December 2016.

Hadoop Salary Histogram 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 10 December 2016. 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
(Click see detailed
statistics and trends)
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 +23 12 £60,000 +50.00%
Cambridgeshire -3 6 £45,000 -9.09% 8
Norfolk -18 6 £44,500 -17.59% 1
Hertfordshire +6 5 - - 1
Suffolk -24 5 £65,000 +30.00%
Bedfordshire - 4 £60,000 -
Hadoop
England

Hadoop
Top 30 Related IT Skills in the East of England

For the 6 months to 10 December 2016, 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 71 (80.68%) Big Data
2 42 (47.73%) SQL
3 41 (46.59%) Java
4 39 (44.32%) Finance
5 38 (43.18%) Analytics
6 34 (38.64%) Relational Database
7 33 (37.50%) NoSQL
8 32 (36.36%) Python
8 32 (36.36%) Analytical Skills
9 31 (35.23%) Tableau
10 30 (34.09%) Business Intelligence
11 29 (32.95%) Degree
12 28 (31.82%) ETL
13 27 (30.68%) Agile Software Development
14 26 (29.55%) Visualisation
15 24 (27.27%) MongoDB
15 24 (27.27%) SQL Server
16 23 (26.14%) C#
16 23 (26.14%) Apache Cassandra
16 23 (26.14%) Data Visualisation
17 21 (23.86%) Data Analytics
18 20 (22.73%) .NET
19 19 (21.59%) Project Management
20 18 (20.45%) Amazon AWS
21 17 (19.32%) SQL Server Integration Services
21 17 (19.32%) Scrum
21 17 (19.32%) SQL Server Reporting Services
21 17 (19.32%) Oracle
22 16 (18.18%) T-SQL
22 16 (18.18%) SAP

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 16 (18.18%) SAS
2 14 (15.91%) Elasticsearch
3 10 (11.36%) Apache Solr
4 8 (9.09%) Apache
5 6 (6.82%) Apache Pig
5 6 (6.82%) Confluence
5 6 (6.82%) Tomcat
6 4 (4.55%) Apache Spark
7 2 (2.27%) nginx
8 1 (1.14%) Luigi
Applications
1 14 (15.91%) SPSS
Cloud Services
1 18 (20.45%) Amazon AWS
2 9 (10.23%) Microsoft Azure
3 6 (6.82%) GitHub
4 2 (2.27%) Google Cloud Platform
5 1 (1.14%) Amazon EMR
5 1 (1.14%) Amazon S3
5 1 (1.14%) AWS Lambda
5 1 (1.14%) BIME
Communications & Networking
1 4 (4.55%) TCP/IP
2 3 (3.41%) Internet
3 2 (2.27%) DHCP
3 2 (2.27%) DNS
3 2 (2.27%) Ethernet
3 2 (2.27%) FTP
3 2 (2.27%) LDAP
3 2 (2.27%) PPP
3 2 (2.27%) SMTP
3 2 (2.27%) SNMP
4 1 (1.14%) HTTP
Database & Business Intelligence
1 71 (80.68%) Big Data
2 34 (38.64%) Relational Database
3 33 (37.50%) NoSQL
4 24 (27.27%) MongoDB
4 24 (27.27%) SQL Server
5 23 (26.14%) Apache Cassandra
6 17 (19.32%) SQL Server Integration Services
6 17 (19.32%) SQL Server Reporting Services
7 16 (18.18%) Apache Hive
8 15 (17.05%) Data Warehouse
9 14 (15.91%) BusinessObjects
9 14 (15.91%) HBase
9 14 (15.91%) Neo4j
10 13 (14.77%) GIS
11 11 (12.50%) RDBMS
12 10 (11.36%) PostgreSQL
13 9 (10.23%) QlikView
14 7 (7.95%) CouchDB
14 7 (7.95%) Redis
14 7 (7.95%) Riak
Development Applications
1 9 (10.23%) Git (software)
2 7 (7.95%) JIRA
3 6 (6.82%) Eclipse
3 6 (6.82%) Jenkins
3 6 (6.82%) Maven
3 6 (6.82%) Mercurial
3 6 (6.82%) NetBeans
3 6 (6.82%) Subversion
3 6 (6.82%) Toad
4 3 (3.41%) Talend Open Studio
General
1 39 (44.32%) Finance
2 11 (12.50%) Retail
3 10 (11.36%) Marketing
4 7 (7.95%) Multimedia
5 6 (6.82%) Games
6 1 (1.14%) Automotive
6 1 (1.14%) Publishing
Job Titles
1 28 (31.82%) Developer
2 18 (20.45%) Architect
3 14 (15.91%) Analytics Manager
4 13 (14.77%) Data Analytics Manager
4 13 (14.77%) Data Manager
4 13 (14.77%) Fraud Manager
4 13 (14.77%) Senior Analytics Manager
4 13 (14.77%) Senior Manager
4 13 (14.77%) Senior Technical Manager
4 13 (14.77%) Technical Manager
5 11 (12.50%) Java Architect
6 10 (11.36%) Java Developer
7 7 (7.95%) Analyst
7 7 (7.95%) Data Analyst
7 7 (7.95%) Data Visualisation Specialist
7 7 (7.95%) Java Software Developer
7 7 (7.95%) Senior Developer
7 7 (7.95%) Software Developer
8 6 (6.82%) Designer
8 6 (6.82%) Senior Java/J2EE Developer
Libraries, Frameworks & Software Standards
1 20 (22.73%) .NET
2 11 (12.50%) Java EE
2 11 (12.50%) jQuery
3 8 (9.09%) CSS
3 8 (9.09%) HTML
4 7 (7.95%) AngularJS
4 7 (7.95%) ASP.NET
4 7 (7.95%) ASP.NET MVC
4 7 (7.95%) D3.js
4 7 (7.95%) Entity Framework
4 7 (7.95%) HTML5
4 7 (7.95%) Leaflet
4 7 (7.95%) Twitter Bootstrap
5 6 (6.82%) .NET Framework
5 6 (6.82%) ActiveMQ
5 6 (6.82%) J2EE
5 6 (6.82%) JMS
6 4 (4.55%) Ajax
6 4 (4.55%) OSGi
6 4 (4.55%) REST
Miscellaneous
1 32 (36.36%) Analytical Skills
2 26 (29.55%) Visualisation
3 15 (17.05%) Computer Science
4 9 (10.23%) Biology
5 6 (6.82%) Data Structures
6 4 (4.55%) DataPower
7 3 (3.41%) Algorithms
7 3 (3.41%) Internet of Things
7 3 (3.41%) Statistics
8 2 (2.27%) Cryptography
8 2 (2.27%) Data Centre
8 2 (2.27%) Driving Licence
8 2 (2.27%) Foreign Exchange (FX)
8 2 (2.27%) Informatics
8 2 (2.27%) Mathematics
8 2 (2.27%) Replication
9 1 (1.14%) Economics
9 1 (1.14%) Life Science
Operating Systems
1 11 (12.50%) Linux
2 8 (9.09%) Unix
3 7 (7.95%) Android
3 7 (7.95%) Apple iOS
4 2 (2.27%) CentOS
4 2 (2.27%) Red Hat Enterprise Linux
4 2 (2.27%) Windows
Processes & Methodologies
1 38 (43.18%) Analytics
2 30 (34.09%) Business Intelligence
3 28 (31.82%) ETL
4 27 (30.68%) Agile Software Development
5 23 (26.14%) Data Visualisation
6 21 (23.86%) Data Analytics
7 19 (21.59%) Project Management
8 17 (19.32%) Scrum
9 16 (18.18%) Stakeholder Management
10 13 (14.77%) Anti-Money Laundering
10 13 (14.77%) Programme Management
10 13 (14.77%) Resource Management
10 13 (14.77%) Software Engineering
11 10 (11.36%) Bioinformatics
12 9 (10.23%) CRM
12 9 (10.23%) SOA
13 8 (9.09%) Stakeholder Engagement
14 7 (7.95%) Automated Testing
14 7 (7.95%) Database Marketing
14 7 (7.95%) Domain-Driven Design
Programming Languages
1 42 (47.73%) SQL
2 41 (46.59%) Java
3 32 (36.36%) Python
4 23 (26.14%) C#
5 16 (18.18%) T-SQL
6 13 (14.77%) VB.NET
7 11 (12.50%) JavaScript
8 8 (9.09%) Perl
9 7 (7.95%) Ruby
9 7 (7.95%) Shell Script
10 5 (5.68%) Scala
11 4 (4.55%) Bash Shell
11 4 (4.55%) Groovy
11 4 (4.55%) PHP
11 4 (4.55%) R
12 3 (3.41%) C++
12 3 (3.41%) MATLAB
12 3 (3.41%) PL/SQL
13 2 (2.27%) Assembly Language
13 2 (2.27%) Clojure
Qualifications
1 29 (32.95%) Degree
2 3 (3.41%) IBM Certification
3 2 (2.27%) AWS Certification
4 1 (1.14%) PhD
Quality Assurance & Compliance
1 10 (11.36%) Data Quality
2 9 (10.23%) SLA
System Software
1 4 (4.55%) Apache Flume
2 2 (2.27%) Docker
2 2 (2.27%) Firmware
2 2 (2.27%) GPFS
2 2 (2.27%) KVM
2 2 (2.27%) NFS
2 2 (2.27%) PanFS
2 2 (2.27%) QEMU
2 2 (2.27%) VMware Infrastructure
2 2 (2.27%) Xen
Systems Management
1 4 (4.55%) Puppet
2 3 (3.41%) Hadoop YARN
2 3 (3.41%) Nagios
2 3 (3.41%) Oozie
3 2 (2.27%) Ansible
3 2 (2.27%) Failover Clustering
3 2 (2.27%) Ganglia
3 2 (2.27%) Opscode Chef
3 2 (2.27%) Salt
Vendors
1 31 (35.23%) Tableau
2 17 (19.32%) Oracle
3 16 (18.18%) SAP
4 9 (10.23%) Google
4 9 (10.23%) Informatica
5 8 (9.09%) IBM
6 7 (7.95%) Mapbox
6 7 (7.95%) Teradata
7 5 (5.68%) Cloudera
8 3 (3.41%) Cognos
8 3 (3.41%) Microsoft
8 3 (3.41%) MicroStrategy
8 3 (3.41%) Talend
9 2 (2.27%) Apple
9 2 (2.27%) Intel
9 2 (2.27%) Red Hat
9 2 (2.27%) Toshiba
9 2 (2.27%) VMware
10 1 (1.14%) TIBCO
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