The table below looks at the statistics for Hadoop skills in IT jobs advertised for the Berkshire region. Included is a guide to the salaries offered in IT jobs that have cited Hadoop over the 3 months to 30 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Sep 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 176 187 223
Rank change year-on-year
+11 +36
Permanent jobs citing Hadoop 39 42 7
As % of all permanent IT jobs located in Berkshire 0.91% 0.79% 0.12%
As % of the Database & Business Intelligence category 3.73% 2.92% 0.56%
Number of salaries quoted 23 37 7
Median salary £51,500 £47,500 £48,000
Median salary % change year-on-year
+8.42% -1.04%
90% offered a salary of more than £43,000 £40,000 £29,000
10% offered a salary of more than £68,500 £73,500 £56,800
UK excluding London median salary £50,000 £52,500 £50,000
% change year-on-year
-4.76% +5.00%
Hadoop
South East

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 Berkshire region.

Database & Business Intelligence Category
Berkshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
1045 1436 1259
As % of all permanent IT jobs located in Berkshire 24.44% 26.96% 21.28%
Number of salaries quoted 884 1194 966
Median salary £50,000 £47,500 £45,000
Median salary % change year-on-year
+5.26% +5.55%
90% offered a salary of more than £32,500 £35,000 £30,000
10% offered a salary of more than £60,000 £65,000 £65,000
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +6.25%

Hadoop
Jobs Demand Trend in Berkshire

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

Hadoop Jobs Demand Trend in Berkshire

Hadoop
Salary Trend in Berkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Hadoop across the Berkshire region.

Hadoop Salary Trend in Berkshire

Hadoop
Salary Histogram in Berkshire

This chart provides a salary histogram for IT jobs citing Hadoop across the Berkshire region over the 3 months to 30 September 2016.

Hadoop Salary Histogram in Berkshire

Hadoop
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the Berkshire region over the 3 months to 30 September 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
Reading +34 31 £51,500 +28.75% 1
Bracknell +2 3 £45,000 -48.57%
Maidenhead - 2 £62,500 -
Slough +13 1 £70,000 +55.55%
Hadoop
South East

Hadoop
Top 30 Related IT Skills in Berkshire

For the 6 months to 30 September 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 Berkshire region with a requirement for Hadoop.

1 63 (66.32%) Big Data
2 48 (50.53%) Apache Spark
3 44 (46.32%) Apache Cassandra
4 43 (45.26%) Linux
5 40 (42.11%) Java
6 38 (40.00%) Analytics
7 31 (32.63%) Amazon AWS
8 30 (31.58%) SQL
9 29 (30.53%) Git (software)
10 28 (29.47%) Apache
10 28 (29.47%) Agile Software Development
11 27 (28.42%) Python
11 27 (28.42%) Bash Shell
12 25 (26.32%) MySQL
13 24 (25.26%) SQL Server
14 23 (24.21%) Elasticsearch
15 22 (23.16%) Apache Hive
15 22 (23.16%) nginx
16 21 (22.11%) Multithreading
17 20 (21.05%) Shell Script
18 19 (20.00%) LAMP
19 18 (18.95%) Internet
19 18 (18.95%) C++
19 18 (18.95%) SaaS
19 18 (18.95%) HBase
19 18 (18.95%) Internet of Things
19 18 (18.95%) LEMP Stack
20 17 (17.89%) Data Engineering
20 17 (17.89%) Data Architecture
20 17 (17.89%) HTML

Hadoop
Top Related IT Skills in Berkshire 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 48 (50.53%) Apache Spark
2 28 (29.47%) Apache
3 23 (24.21%) Elasticsearch
4 22 (23.16%) nginx
5 13 (13.68%) Apache Pig
6 6 (6.32%) Confluence
7 4 (4.21%) JBoss
7 4 (4.21%) OpenStack
8 1 (1.05%) Exchange Server 2010
8 1 (1.05%) IIS
8 1 (1.05%) MS Exchange
8 1 (1.05%) SAS
Applications
1 5 (5.26%) MS Excel
2 1 (1.05%) Spreadsheet
2 1 (1.05%) SPSS
Business Applications
1 1 (1.05%) Oracle Receivables
Cloud Services
1 31 (32.63%) Amazon AWS
2 18 (18.95%) SaaS
3 4 (4.21%) Microsoft Azure
4 3 (3.16%) Amazon CloudWatch
4 3 (3.16%) Amazon EC2
4 3 (3.16%) Amazon ELB
4 3 (3.16%) Amazon S3
4 3 (3.16%) AWS CloudFormation
4 3 (3.16%) IaaS
4 3 (3.16%) PaaS
4 3 (3.16%) Route 53
4 3 (3.16%) Virtual Private Cloud
Communications & Networking
1 18 (18.95%) Internet
2 15 (15.79%) SSL
3 10 (10.53%) Firewall
4 3 (3.16%) HTTP
4 3 (3.16%) IPv4
4 3 (3.16%) LAN
4 3 (3.16%) WAN
5 2 (2.11%) Network Security
5 2 (2.11%) TCP/IP
6 1 (1.05%) BGP
6 1 (1.05%) DNS
6 1 (1.05%) iSCSI
6 1 (1.05%) VLAN
6 1 (1.05%) Wireshark
Database & Business Intelligence
1 63 (66.32%) Big Data
2 44 (46.32%) Apache Cassandra
3 25 (26.32%) MySQL
4 24 (25.26%) SQL Server
5 22 (23.16%) Apache Hive
6 18 (18.95%) HBase
7 15 (15.79%) NoSQL
7 15 (15.79%) Relational Database
8 13 (13.68%) MongoDB
9 9 (9.47%) RDBMS
10 8 (8.42%) Data Warehouse
10 8 (8.42%) Redis
11 6 (6.32%) Sqoop
12 5 (5.26%) Neo4j
12 5 (5.26%) Oracle Database
12 5 (5.26%) Oracle Database 11g
12 5 (5.26%) PostgreSQL
12 5 (5.26%) PowerCenter
13 3 (3.16%) Data Mining
13 3 (3.16%) Pentaho
Development Applications
1 29 (30.53%) Git (software)
2 14 (14.74%) JIRA
3 8 (8.42%) Jenkins
4 6 (6.32%) Eclipse
4 6 (6.32%) NetBeans
5 3 (3.16%) Ant
5 3 (3.16%) Bugzilla
5 3 (3.16%) FishEye
5 3 (3.16%) Maven
5 3 (3.16%) Selenium
5 3 (3.16%) Sonatype Nexus
5 3 (3.16%) Subversion
5 3 (3.16%) Talend Open Studio
5 3 (3.16%) Trac
6 1 (1.05%) Atlassian Bamboo
6 1 (1.05%) Grunt
6 1 (1.05%) gulp
6 1 (1.05%) Vagrant
General
1 5 (5.26%) Telecoms
2 3 (3.16%) Finance
3 2 (2.11%) Manufacturing
4 1 (1.05%) Advertising
4 1 (1.05%) Retail
Job Titles
1 36 (37.89%) Developer
2 23 (24.21%) Architect
3 21 (22.11%) Big Data Architect
3 21 (22.11%) Data Architect
4 15 (15.79%) C Developer
4 15 (15.79%) Linux Developer
5 10 (10.53%) Big Data Engineer
5 10 (10.53%) Data Engineer
6 9 (9.47%) Software Engineer
7 8 (8.42%) Java Developer
8 7 (7.37%) Consultant
9 6 (6.32%) Big Data Developer
10 5 (5.26%) Big Data Consultant
10 5 (5.26%) Data Consultant
10 5 (5.26%) Hadoop Engineer
10 5 (5.26%) Machine Learning Consultant
10 5 (5.26%) Security Consultant
10 5 (5.26%) Technical Consultant
11 4 (4.21%) Analyst
11 4 (4.21%) Technical Security Consultant
Libraries, Frameworks & Software Standards
1 19 (20.00%) LAMP
2 18 (18.95%) LEMP Stack
3 17 (17.89%) HTML
4 14 (14.74%) AngularJS
4 14 (14.74%) CSS
5 12 (12.63%) Kafka
6 10 (10.53%) REST
6 10 (10.53%) ZeroMQ
7 9 (9.47%) Web Services
8 8 (8.42%) JSON
8 8 (8.42%) Regular Expression
9 7 (7.37%) Node.js
10 6 (6.32%) .NET
10 6 (6.32%) ELK Stack
10 6 (6.32%) J2EE
10 6 (6.32%) Java SE
10 6 (6.32%) JDBC
10 6 (6.32%) RESTful
11 5 (5.26%) XML
12 4 (4.21%) Spring
Miscellaneous
1 18 (18.95%) Internet of Things
2 9 (9.47%) Analytical Skills
3 8 (8.42%) Algorithms
4 7 (7.37%) Cyberthreat
5 5 (5.26%) Statistics
6 4 (4.21%) Computer Science
6 4 (4.21%) Mathematics
6 4 (4.21%) Physics
7 3 (3.16%) Blog
7 3 (3.16%) Inversion of Control
7 3 (3.16%) PKI
7 3 (3.16%) Wiki
8 2 (2.11%) Enterprise Software
8 2 (2.11%) Reference Data
8 2 (2.11%) Visualisation
9 1 (1.05%) Cybercrime
9 1 (1.05%) Data Centre
9 1 (1.05%) Distributed Denial-of-Service
9 1 (1.05%) Mobile App
9 1 (1.05%) Social Media
Operating Systems
1 43 (45.26%) Linux
2 16 (16.84%) Windows
3 11 (11.58%) CentOS
4 10 (10.53%) Windows Server
5 8 (8.42%) Unix
6 4 (4.21%) Red Hat Enterprise Linux
6 4 (4.21%) Ubuntu
7 2 (2.11%) Android
7 2 (2.11%) Apple iOS
7 2 (2.11%) Windows Server 2008
7 2 (2.11%) Windows Server 2012
Processes & Methodologies
1 38 (40.00%) Analytics
2 28 (29.47%) Agile Software Development
3 21 (22.11%) Multithreading
4 17 (17.89%) B2B
4 17 (17.89%) B2C
4 17 (17.89%) Data Architecture
4 17 (17.89%) Data Engineering
5 15 (15.79%) Scrum
6 14 (14.74%) SOA
7 13 (13.68%) Machine Learning
7 13 (13.68%) Open Source
8 12 (12.63%) Software Engineering
9 11 (11.58%) Continuous Integration
9 11 (11.58%) Cybersecurity
10 10 (10.53%) ETL
10 10 (10.53%) Presales
11 9 (9.47%) BDD
11 9 (9.47%) TDD
12 7 (7.37%) Requirements Analysis
12 7 (7.37%) SIEM
Programming Languages
1 40 (42.11%) Java
2 30 (31.58%) SQL
3 27 (28.42%) Bash Shell
3 27 (28.42%) Python
4 20 (21.05%) Shell Script
5 18 (18.95%) C++
6 17 (17.89%) C
7 16 (16.84%) PHP
8 13 (13.68%) JavaScript
8 13 (13.68%) Perl
9 9 (9.47%) PowerShell
10 8 (8.42%) Scala
11 5 (5.26%) C#
11 5 (5.26%) R
12 4 (4.21%) Ruby
13 3 (3.16%) Groovy
13 3 (3.16%) Jython
14 2 (2.11%) PL/SQL
15 1 (1.05%) CoffeeScript
15 1 (1.05%) MATLAB
Qualifications
1 15 (15.79%) Security Cleared
2 13 (13.68%) SC Cleared
3 11 (11.58%) Degree
4 4 (4.21%) PhD
5 3 (3.16%) CISSP
6 2 (2.11%) CISA
6 2 (2.11%) CISM
6 2 (2.11%) DV Cleared
6 2 (2.11%) MCITP
6 2 (2.11%) MCSE
6 2 (2.11%) Microsoft Certification
7 1 (1.05%) PMI Certification
Quality Assurance & Compliance
1 3 (3.16%) QA
2 1 (1.05%) ISO 9001
2 1 (1.05%) ISO/IEC 27001
2 1 (1.05%) PCI DSS
System Software
1 16 (16.84%) HDFS
2 9 (9.47%) Active Directory
3 7 (7.37%) Apache ZooKeeper
4 5 (5.26%) Docker
5 3 (3.16%) KVM
5 3 (3.16%) VirtualBox
5 3 (3.16%) VMware Infrastructure
6 1 (1.05%) Apache Flume
Systems Management
1 15 (15.79%) HAProxy
2 12 (12.63%) Hadoop YARN
3 6 (6.32%) Kibana
4 5 (5.26%) Opscode Chef
5 4 (4.21%) Puppet
6 3 (3.16%) Ambari
6 3 (3.16%) Graylog
6 3 (3.16%) logstash
6 3 (3.16%) ZABBIX
7 2 (2.11%) QRadar
8 1 (1.05%) Ansible
8 1 (1.05%) Salt
8 1 (1.05%) vMotion
8 1 (1.05%) WSUS
Vendors
1 16 (16.84%) Oracle
2 6 (6.32%) Cisco
3 5 (5.26%) Informatica
3 5 (5.26%) Red Hat
4 4 (4.21%) Microsoft
4 4 (4.21%) VMware
5 3 (3.16%) Cloudera
5 3 (3.16%) Splunk
5 3 (3.16%) Talend
6 2 (2.11%) ArcSight
6 2 (2.11%) Capita
6 2 (2.11%) Google
6 2 (2.11%) Juniper
6 2 (2.11%) LogRhythm
7 1 (1.05%) AlienVault
7 1 (1.05%) Barracuda Networks
7 1 (1.05%) CA
7 1 (1.05%) F5
7 1 (1.05%) HP
7 1 (1.05%) MapR