The table below looks at the statistics for Hadoop skills in IT jobs advertised for the Gloucestershire region. Included is a guide to the salaries offered in IT jobs that have cited Hadoop over the 3 months to 26 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Aug 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 46 87 79
Rank change year-on-year
+41 -8
Permanent jobs citing Hadoop 62 13 8
As % of all permanent IT jobs located in Gloucestershire 5.82% 1.30% 0.93%
As % of the Database & Business Intelligence category 18.73% 4.18% 2.69%
Number of salaries quoted 45 12 2
Median salary £47,500 £62,500 £47,575
Median salary % change year-on-year
-24.00% +31.37%
90% offered a salary of more than £37,500 £44,100 £42,835
10% offered a salary of more than £65,000 £74,000 £52,315
UK excluding London median salary £50,000 £52,500 £50,000
% change year-on-year
-4.76% +5.00%
Hadoop
South West

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 Gloucestershire region.

Database & Business Intelligence Category
Gloucestershire
Permanent IT job ads with a match in the
Database & Business Intelligence category
331 311 297
As % of all permanent IT jobs located in Gloucestershire 31.08% 31.10% 34.70%
Number of salaries quoted 276 240 246
Median salary £45,000 £45,000 £37,500
Median salary % change year-on-year
- +20.00%
90% offered a salary of more than £30,000 £34,000 £26,000
10% offered a salary of more than £60,000 £47,500 £62,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Hadoop
Jobs Demand Trend in Gloucestershire

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

Hadoop Jobs Demand Trend in Gloucestershire

Hadoop
Salary Trend in Gloucestershire

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

Hadoop Salary Trend in Gloucestershire

Hadoop
Salary Histogram in Gloucestershire

This chart provides a salary histogram for IT jobs citing Hadoop across the Gloucestershire region over the 3 months to 26 August 2016.

Hadoop Salary Histogram in Gloucestershire

Hadoop
Job Locations in Gloucestershire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the Gloucestershire region over the 3 months to 26 August 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
Cheltenham +5 25 £52,500 -19.23%
Gloucester +3 6 £35,500 -19.31% 4
Hadoop
South West

Hadoop
Top 30 Related IT Skills in Gloucestershire

For the 6 months to 26 August 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 Gloucestershire region with a requirement for Hadoop.

1 114 (84.44%) Java
2 99 (73.33%) Security Cleared
3 92 (68.15%) Big Data
4 72 (53.33%) DV Cleared
4 72 (53.33%) Agile Software Development
5 71 (52.59%) C++
6 70 (51.85%) Software Engineering
7 66 (48.89%) C
8 64 (47.41%) Cybersecurity
8 64 (47.41%) Apache Spark
9 62 (45.93%) Python
10 59 (43.70%) JavaScript
11 58 (42.96%) Oracle
12 57 (42.22%) MongoDB
13 55 (40.74%) Linux
14 52 (38.52%) Apache Hive
15 50 (37.04%) Scrum
15 50 (37.04%) Apache Pig
16 49 (36.30%) SQL
16 49 (36.30%) NoSQL
17 48 (35.56%) C#
18 43 (31.85%) Java EE
19 39 (28.89%) Degree
20 37 (27.41%) MySQL
21 36 (26.67%) Hibernate
21 36 (26.67%) Scala
22 35 (25.93%) Analytics
23 33 (24.44%) Data Analytics
24 32 (23.70%) Apache Accumulo
24 32 (23.70%) Visualisation

Hadoop
Top Related IT Skills in Gloucestershire 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 64 (47.41%) Apache Spark
2 50 (37.04%) Apache Pig
3 25 (18.52%) JBoss
4 19 (14.07%) Elasticsearch
5 18 (13.33%) SAS
6 11 (8.15%) WebLogic
7 9 (6.67%) Apache
8 7 (5.19%) Tomcat
9 6 (4.44%) Confluence
10 1 (0.74%) SharePoint
Applications
1 9 (6.67%) MS Excel
1 9 (6.67%) MS PowerPoint
2 6 (4.44%) MS Office
2 6 (4.44%) MS Visio
Business Applications
1 1 (0.74%) SAP Oil and Gas
Cloud Services
1 6 (4.44%) Amazon AWS
1 6 (4.44%) Amazon S3
2 5 (3.70%) SaaS
Communications & Networking
1 15 (11.11%) Firewall
2 10 (7.41%) TCP/IP
3 9 (6.67%) Internet
4 7 (5.19%) Network Security
5 6 (4.44%) LAN
5 6 (4.44%) SAN
5 6 (4.44%) WAN
6 3 (2.22%) HTTP
6 3 (2.22%) Junos
6 3 (2.22%) SSL
Database & Business Intelligence
1 92 (68.15%) Big Data
2 57 (42.22%) MongoDB
3 52 (38.52%) Apache Hive
4 49 (36.30%) NoSQL
5 37 (27.41%) MySQL
6 32 (23.70%) Apache Accumulo
7 21 (15.56%) Neo4j
7 21 (15.56%) QlikView
8 16 (11.85%) Amazon Redshift
8 16 (11.85%) Parquet
8 16 (11.85%) SQL Server
9 15 (11.11%) Impala
10 7 (5.19%) Relational Database
11 6 (4.44%) RDBMS
12 5 (3.70%) Apache Cassandra
12 5 (3.70%) OrientDB
13 2 (1.48%) HBase
13 2 (1.48%) IBM InfoSphere
13 2 (1.48%) Oracle Database
13 2 (1.48%) Redis
Development Applications
1 31 (22.96%) JIRA
2 23 (17.04%) Selenium
3 17 (12.59%) JUnit
4 15 (11.11%) Cucumber
5 10 (7.41%) Git (software)
6 9 (6.67%) Atlassian Bamboo
7 8 (5.93%) Jenkins
8 5 (3.70%) JMeter
8 5 (3.70%) WATIR
9 4 (2.96%) Bitbucket
10 3 (2.22%) CodeSonar
10 3 (2.22%) git-flow
10 3 (2.22%) Robot Framework
11 2 (1.48%) Hudson
12 1 (0.74%) Ant
12 1 (0.74%) ClearCase
12 1 (0.74%) EasyMock
12 1 (0.74%) Eclipse
12 1 (0.74%) Rational DOORS
12 1 (0.74%) Visual Studio
General
1 12 (8.89%) Telecoms
2 8 (5.93%) Games
2 8 (5.93%) Manufacturing
3 7 (5.19%) Finance
4 1 (0.74%) Aerospace
4 1 (0.74%) Electronics
4 1 (0.74%) Marketing
Job Titles
1 55 (40.74%) Software Engineer
2 39 (28.89%) Developer
3 23 (17.04%) Data Scientist
4 20 (14.81%) Analyst
4 20 (14.81%) Analyst Developer
4 20 (14.81%) Data Analyst
5 12 (8.89%) Systems Engineer
6 11 (8.15%) Java Engineer
6 11 (8.15%) Java Software Engineer
7 10 (7.41%) C# Software Engineer
7 10 (7.41%) C++ Software Engineer
7 10 (7.41%) Java Developer
8 9 (6.67%) Developer Analyst
8 9 (6.67%) Software Developer
9 7 (5.19%) Big Data Engineer
10 6 (4.44%) ArcSight Specialist
10 6 (4.44%) Data Engineer
10 6 (4.44%) J2EE Software Engineer
10 6 (4.44%) Java J2EE Software Engineer
10 6 (4.44%) Technical Specialist
Libraries, Frameworks & Software Standards
1 43 (31.85%) Java EE
2 36 (26.67%) Hibernate
3 31 (22.96%) EJB
4 30 (22.22%) XML
5 26 (19.26%) HTML
6 25 (18.52%) jQuery
7 24 (17.78%) CSS
8 23 (17.04%) AngularJS
9 22 (16.30%) Spring
10 20 (14.81%) STL
11 19 (14.07%) JSF
12 18 (13.33%) Web Services
13 16 (11.85%) JSON
14 15 (11.11%) J2EE
14 15 (11.11%) Spark Streaming
14 15 (11.11%) Twitter Bootstrap
15 13 (9.63%) Kafka
16 11 (8.15%) Node.js
17 9 (6.67%) LAMP
18 8 (5.93%) .NET
Miscellaneous
1 32 (23.70%) Visualisation
2 27 (20.00%) Analytical Skills
3 24 (17.78%) Cyberthreat
4 15 (11.11%) Management Information System
5 14 (10.37%) Computer Science
5 14 (10.37%) User Experience
6 13 (9.63%) Cybercrime
7 12 (8.89%) Security Operations Centre
8 9 (6.67%) Data Centre
8 9 (6.67%) Mathematics
9 6 (4.44%) Cyber Attack
9 6 (4.44%) Physics
9 6 (4.44%) PKI
10 4 (2.96%) Wiki
11 3 (2.22%) Data Protection Act
11 3 (2.22%) Driving Licence
11 3 (2.22%) Internet of Things
11 3 (2.22%) VHDL
12 2 (1.48%) Algorithms
12 2 (1.48%) Artificial Intelligence
Operating Systems
1 55 (40.74%) Linux
2 25 (18.52%) Windows
3 20 (14.81%) Android
3 20 (14.81%) Apple iOS
4 19 (14.07%) Unix
5 6 (4.44%) CentOS
5 6 (4.44%) Windows Server
6 5 (3.70%) Mac OS X
7 1 (0.74%) Oracle Linux
7 1 (0.74%) Red Hat Enterprise Linux
Processes & Methodologies
1 72 (53.33%) Agile Software Development
2 70 (51.85%) Software Engineering
3 64 (47.41%) Cybersecurity
4 50 (37.04%) Scrum
5 35 (25.93%) Analytics
6 33 (24.44%) Data Analytics
7 25 (18.52%) Requirements Analysis
8 24 (17.78%) MapReduce
9 23 (17.04%) Configuration Management
9 23 (17.04%) Data Acquisition
9 23 (17.04%) Machine Learning
9 23 (17.04%) Open Source
10 22 (16.30%) Data Visualisation
11 21 (15.56%) Prototyping
12 20 (14.81%) Multithreading
13 18 (13.33%) Big Data Analytics
13 18 (13.33%) SOA
14 17 (12.59%) Business Intelligence
14 17 (12.59%) ETL
14 17 (12.59%) Mobile Development
Programming Languages
1 114 (84.44%) Java
2 71 (52.59%) C++
3 66 (48.89%) C
4 62 (45.93%) Python
5 59 (43.70%) JavaScript
6 49 (36.30%) SQL
7 48 (35.56%) C#
8 36 (26.67%) Scala
9 22 (16.30%) R
10 20 (14.81%) Objective-C
11 18 (13.33%) Perl
12 16 (11.85%) Bash Shell
12 16 (11.85%) Ruby
13 4 (2.96%) Embedded C
13 4 (2.96%) Go
13 4 (2.96%) PHP
14 3 (2.22%) PL/SQL
14 3 (2.22%) PowerShell
15 1 (0.74%) SAS Macro
15 1 (0.74%) Shell Script
Qualifications
1 99 (73.33%) Security Cleared
2 72 (53.33%) DV Cleared
3 39 (28.89%) Degree
4 18 (13.33%) SC Cleared
5 12 (8.89%) CCNA
5 12 (8.89%) Cisco Certification
5 12 (8.89%) GIAC
6 9 (6.67%) CISSP
6 9 (6.67%) Linux+ Certification
6 9 (6.67%) MCSE
6 9 (6.67%) Microsoft Certification
6 9 (6.67%) Network+ Certification
6 9 (6.67%) SANS
6 9 (6.67%) SSCP
7 3 (2.22%) CompTIA Security+
7 3 (2.22%) ISTQB
7 3 (2.22%) ISTQB Foundation Certification
7 3 (2.22%) ITIL Foundation Certificate
7 3 (2.22%) MBCS
7 3 (2.22%) Security+ Certification
System Software
1 8 (5.93%) VMware Infrastructure
2 6 (4.44%) Apache Flume
2 6 (4.44%) Apache ZooKeeper
2 6 (4.44%) Firmware
3 5 (3.70%) Hyper-V
4 3 (2.22%) Docker
4 3 (2.22%) vSphere
Systems Management
1 9 (6.67%) Puppet
2 6 (4.44%) FortiGate
2 6 (4.44%) Kibana
2 6 (4.44%) logstash
3 5 (3.70%) Opscode Chef
4 4 (2.96%) Hadoop YARN
5 3 (2.22%) Salt
Vendors
1 58 (42.96%) Oracle
2 21 (15.56%) Tableau
3 16 (11.85%) Hortonworks
4 15 (11.11%) Cisco
4 15 (11.11%) TIBCO
5 13 (9.63%) Microsoft
6 12 (8.89%) HP
7 9 (6.67%) Juniper
7 9 (6.67%) VMware
8 8 (5.93%) Red Hat
9 7 (5.19%) Cloudera
10 6 (4.44%) ArcSight
10 6 (4.44%) Blue Coat
10 6 (4.44%) Dell
10 6 (4.44%) EMC
10 6 (4.44%) FireEye
10 6 (4.44%) Forcepoint
10 6 (4.44%) Intel
10 6 (4.44%) Palo Alto
11 5 (3.70%) Rally
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