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 4 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 May 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 46 94 87
Rank change year-on-year
+48 -7
Permanent jobs citing Hadoop 63 13 7
As % of all permanent IT jobs located in Gloucestershire 5.66% 1.16% 0.76%
As % of the Database & Business Intelligence category 19.57% 3.51% 2.50%
Number of salaries quoted 26 11 6
Median salary £47,500 £42,500 £42,500
Median salary % change year-on-year
+11.76% -
90% offered a salary of more than £34,250 £34,500 £34,750
10% offered a salary of more than £54,000 £55,000 £44,750
UK excluding London median salary £50,000 £50,000 £50,000
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
322 370 280
As % of all permanent IT jobs located in Gloucestershire 28.90% 32.89% 30.40%
Number of salaries quoted 234 268 247
Median salary £47,500 £42,500 £37,500
Median salary % change year-on-year
+11.76% +13.33%
90% offered a salary of more than £32,000 £29,500 £27,500
10% offered a salary of more than £60,000 £49,500 £62,500
UK excluding London median salary £42,500 £40,000 £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 4 May 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 4 May 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
Gloucester +25 24 £52,000 +6.66% 4
Cheltenham +5 8 £47,500 -
Hadoop
South West

Hadoop
Top 30 Related IT Skills in Gloucestershire

For the 6 months to 4 May 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 90 (88.24%) Java
2 76 (74.51%) Security Cleared
3 69 (67.65%) Big Data
4 63 (61.76%) C++
5 61 (59.80%) Software Engineering
6 58 (56.86%) Agile Software Development
7 57 (55.88%) Linux
8 55 (53.92%) Oracle
9 53 (51.96%) DV Cleared
10 49 (48.04%) C
11 48 (47.06%) MongoDB
12 46 (45.10%) SQL
13 44 (43.14%) C#
14 43 (42.16%) NoSQL
15 42 (41.18%) Cybersecurity
16 41 (40.20%) JavaScript
17 37 (36.27%) Java EE
18 35 (34.31%) Degree
19 33 (32.35%) Analytics
19 33 (32.35%) Scrum
20 31 (30.39%) JBoss
21 30 (29.41%) XML
21 30 (29.41%) JIRA
22 29 (28.43%) HTML
22 29 (28.43%) Apache Spark
23 27 (26.47%) EJB
23 27 (26.47%) CSS
23 27 (26.47%) Hibernate
23 27 (26.47%) AngularJS
24 26 (25.49%) JSF

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 31 (30.39%) JBoss
2 29 (28.43%) Apache Spark
3 23 (22.55%) Apache Pig
4 16 (15.69%) Elasticsearch
5 15 (14.71%) SAS
6 6 (5.88%) Apache
6 6 (5.88%) Tomcat
7 5 (4.90%) Confluence
8 3 (2.94%) Node.js
9 2 (1.96%) SharePoint
Applications
1 7 (6.86%) MS PowerPoint
2 6 (5.88%) MS Excel
2 6 (5.88%) MS Office
2 6 (5.88%) MS Visio
Business Applications
1 1 (0.98%) SAP Oil and Gas
Cloud Services
1 10 (9.80%) Amazon AWS
1 10 (9.80%) Amazon S3
2 1 (0.98%) SaaS
Communications & Networking
1 18 (17.65%) Firewall
2 14 (13.73%) TCP/IP
3 8 (7.84%) Network Security
4 7 (6.86%) Internet
5 6 (5.88%) LAN
5 6 (5.88%) SAN
5 6 (5.88%) WAN
6 2 (1.96%) HTTPS
Database & Business Intelligence
1 69 (67.65%) Big Data
2 48 (47.06%) MongoDB
3 43 (42.16%) NoSQL
4 24 (23.53%) Apache Hive
5 22 (21.57%) Apache Accumulo
6 21 (20.59%) MySQL
7 16 (15.69%) Neo4j
8 14 (13.73%) QlikView
9 12 (11.76%) Amazon Redshift
9 12 (11.76%) Parquet
10 11 (10.78%) Impala
11 10 (9.80%) SQL Server
12 5 (4.90%) Apache Cassandra
12 5 (4.90%) Data Mining
12 5 (4.90%) IBM InfoSphere
13 4 (3.92%) RDBMS
13 4 (3.92%) Relational Database
14 3 (2.94%) Data Warehouse
15 2 (1.96%) GIS
16 1 (0.98%) Oracle Database 11g
Development Applications
1 30 (29.41%) JIRA
2 24 (23.53%) Selenium
3 23 (22.55%) JUnit
4 22 (21.57%) Cucumber
5 3 (2.94%) Git (software)
5 3 (2.94%) Jenkins
6 2 (1.96%) Atlassian Bamboo
6 2 (1.96%) JMeter
6 2 (1.96%) Rational DOORS
6 2 (1.96%) Visual Studio
6 2 (1.96%) WATIR
7 1 (0.98%) Ant
7 1 (0.98%) ClearCase
7 1 (0.98%) Eclipse
7 1 (0.98%) Hudson
General
1 14 (13.73%) Telecoms
2 7 (6.86%) Finance
3 4 (3.92%) Manufacturing
4 1 (0.98%) Aerospace
4 1 (0.98%) Electronics
4 1 (0.98%) Marketing
Job Titles
1 41 (40.20%) Software Engineer
2 24 (23.53%) Developer
3 19 (18.63%) Data Scientist
3 19 (18.63%) Java Engineer
4 14 (13.73%) Analyst
5 13 (12.75%) Analyst Developer
5 13 (12.75%) Data Analyst
5 13 (12.75%) Java Software Engineer
6 11 (10.78%) Systems Engineer
7 10 (9.80%) C# Software Engineer
7 10 (9.80%) C++ Software Engineer
7 10 (9.80%) Graduate
8 9 (8.82%) Big Data Engineer
9 8 (7.84%) Graduate Software Engineer
10 6 (5.88%) ArcSight Specialist
10 6 (5.88%) Network Engineer
10 6 (5.88%) Technical Specialist
11 5 (4.90%) Developer Analyst
11 5 (4.90%) Java Developer
12 4 (3.92%) Principal Engineer
Libraries, Frameworks & Software Standards
1 37 (36.27%) Java EE
2 30 (29.41%) XML
3 29 (28.43%) HTML
4 27 (26.47%) AngularJS
4 27 (26.47%) CSS
4 27 (26.47%) EJB
4 27 (26.47%) Hibernate
5 26 (25.49%) JSF
6 25 (24.51%) Web Services
7 24 (23.53%) jQuery
8 22 (21.57%) Twitter Bootstrap
9 12 (11.76%) Kafka
9 12 (11.76%) STL
10 11 (10.78%) JSON
10 11 (10.78%) Spark Streaming
11 6 (5.88%) ELK Stack
11 6 (5.88%) Spring
12 5 (4.90%) .NET
12 5 (4.90%) OpenCL
12 5 (4.90%) ZeroMQ
Miscellaneous
1 21 (20.59%) Analytical Skills
1 21 (20.59%) Visualisation
2 18 (17.65%) Cybercrime
3 16 (15.69%) Cyberthreat
4 15 (14.71%) Mathematics
5 12 (11.76%) Management Information System
5 12 (11.76%) Security Operations Centre
6 10 (9.80%) Computer Science
6 10 (9.80%) Physics
7 7 (6.86%) VHDL
8 6 (5.88%) Data Centre
9 5 (4.90%) Algorithms
9 5 (4.90%) Internet of Things
9 5 (4.90%) User Experience
10 3 (2.94%) Data Structures
10 3 (2.94%) PKI
11 2 (1.96%) Field-Programmable Gate Array
11 2 (1.96%) Verilog
12 1 (0.98%) Artificial Intelligence
12 1 (0.98%) Social Media
Operating Systems
1 57 (55.88%) Linux
2 23 (22.55%) Unix
3 21 (20.59%) Windows
4 12 (11.76%) Android
4 12 (11.76%) Apple iOS
5 6 (5.88%) CentOS
5 6 (5.88%) Windows Server
6 5 (4.90%) Mac OS X
7 1 (0.98%) Red Hat Enterprise Linux
Processes & Methodologies
1 61 (59.80%) Software Engineering
2 58 (56.86%) Agile Software Development
3 42 (41.18%) Cybersecurity
4 33 (32.35%) Analytics
4 33 (32.35%) Scrum
5 24 (23.53%) Data Analytics
6 22 (21.57%) Configuration Management
6 22 (21.57%) SOA
7 20 (19.61%) Data Acquisition
7 20 (19.61%) Requirements Analysis
8 18 (17.65%) Open Source
8 18 (17.65%) SDLC
9 16 (15.69%) Big Data Analytics
9 16 (15.69%) Data Visualisation
9 16 (15.69%) Machine Learning
9 16 (15.69%) Requirements Management
10 15 (14.71%) Data Analysis
10 15 (14.71%) Reverse Engineering
10 15 (14.71%) Software Architecture
10 15 (14.71%) Software Testing
Programming Languages
1 90 (88.24%) Java
2 63 (61.76%) C++
3 49 (48.04%) C
4 46 (45.10%) SQL
5 44 (43.14%) C#
6 41 (40.20%) JavaScript
7 22 (21.57%) Python
7 22 (21.57%) Scala
8 16 (15.69%) R
9 12 (11.76%) Objective-C
9 12 (11.76%) Ruby
10 10 (9.80%) Perl
11 8 (7.84%) Bash Shell
12 2 (1.96%) Go
12 2 (1.96%) SAS Macro
13 1 (0.98%) PHP
13 1 (0.98%) PL/SQL
13 1 (0.98%) Shell Script
Qualifications
1 76 (74.51%) Security Cleared
2 53 (51.96%) DV Cleared
3 35 (34.31%) Degree
4 16 (15.69%) SC Cleared
5 12 (11.76%) CCNA
5 12 (11.76%) Cisco Certification
5 12 (11.76%) CISSP
5 12 (11.76%) GIAC
5 12 (11.76%) Linux+ Certification
5 12 (11.76%) MCSE
5 12 (11.76%) Microsoft Certification
5 12 (11.76%) SANS
5 12 (11.76%) SSCP
6 9 (8.82%) Network+ Certification
7 2 (1.96%) ISTQB
7 2 (1.96%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 2 (1.96%) QA
2 1 (0.98%) SLA
System Software
1 6 (5.88%) Apache Flume
1 6 (5.88%) Firmware
2 5 (4.90%) Apache ZooKeeper
3 3 (2.94%) Hyper-V
3 3 (2.94%) VMware Infrastructure
4 1 (0.98%) Docker
Systems Management
1 6 (5.88%) FortiGate
1 6 (5.88%) Kibana
1 6 (5.88%) logstash
2 2 (1.96%) Opscode Chef
2 2 (1.96%) Puppet
Vendors
1 55 (53.92%) Oracle
2 14 (13.73%) Tableau
3 12 (11.76%) Cisco
3 12 (11.76%) Hortonworks
3 12 (11.76%) HP
4 11 (10.78%) TIBCO
5 8 (7.84%) Microsoft
6 7 (6.86%) Red Hat
7 6 (5.88%) ArcSight
7 6 (5.88%) Blue Coat
7 6 (5.88%) Dell
7 6 (5.88%) EMC
7 6 (5.88%) FireEye
7 6 (5.88%) Forcepoint
7 6 (5.88%) Intel
7 6 (5.88%) Juniper
7 6 (5.88%) Palo Alto
8 5 (4.90%) Atlassian
8 5 (4.90%) IBM
9 4 (3.92%) VMware
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