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 8 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
8 Dec 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 44 53 87
Rank change year-on-year
+9 +34
Permanent jobs citing Hadoop 71 44 9
As % of all permanent IT jobs located in Gloucestershire 6.04% 4.50% 0.78%
As % of the Database & Business Intelligence category 20.17% 14.19% 2.47%
Number of salaries quoted 49 35 5
Median salary £52,500 £52,500 £49,500
Median salary % change year-on-year
- +6.06%
90% offered a salary of more than £40,000 £31,900 £40,500
10% offered a salary of more than £65,000 £75,000 £53,000
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -
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
352 310 365
As % of all permanent IT jobs located in Gloucestershire 29.93% 31.73% 31.77%
Number of salaries quoted 297 250 320
Median salary £50,000 £40,000 £40,000
Median salary % change year-on-year
+25.00% -
90% offered a salary of more than £35,000 £26,500 £30,000
10% offered a salary of more than £62,500 £52,500 £60,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

Hadoop
Jobs Demand Trend in 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 8 December 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 8 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
Cheltenham -7 23 £55,000 -26.66% 2
Gloucester -10 7 £50,000 +58.73% 3
Hadoop
South West

Hadoop
Top 30 Related IT Skills in Gloucestershire

For the 6 months to 8 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 Gloucestershire region with a requirement for Hadoop.

1 103 (81.75%) Java
2 102 (80.95%) Security Cleared
3 85 (67.46%) C++
4 84 (66.67%) Software Engineering
5 78 (61.90%) Big Data
6 77 (61.11%) C
7 75 (59.52%) Agile Software Development
8 74 (58.73%) Python
9 67 (53.17%) DV Cleared
10 63 (50.00%) Apache Hive
11 62 (49.21%) Apache Pig
12 59 (46.83%) Java EE
13 58 (46.03%) C#
14 56 (44.44%) Linux
15 54 (42.86%) JavaScript
15 54 (42.86%) Cybersecurity
16 47 (37.30%) Hibernate
17 44 (34.92%) MongoDB
18 40 (31.75%) Apache Spark
19 38 (30.16%) Apple iOS
19 38 (30.16%) Multithreading
19 38 (30.16%) Android
19 38 (30.16%) Objective-C
19 38 (30.16%) STL
20 37 (29.37%) Scrum
20 37 (29.37%) Spring
21 35 (27.78%) HTML
22 33 (26.19%) Oracle
23 31 (24.60%) EJB
23 31 (24.60%) SC Cleared

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 62 (49.21%) Apache Pig
2 40 (31.75%) Apache Spark
3 24 (19.05%) Elasticsearch
4 19 (15.08%) WebLogic
5 13 (10.32%) JBoss
6 8 (6.35%) Apache
7 7 (5.56%) Oracle SOA Suite
8 4 (3.17%) Confluence
9 2 (1.59%) Tomcat
10 1 (0.79%) SAS
Applications
1 9 (7.14%) MS Excel
2 7 (5.56%) MS PowerPoint
Cloud Services
1 10 (7.94%) Amazon AWS
1 10 (7.94%) Amazon S3
2 8 (6.35%) SaaS
3 2 (1.59%) iPaaS
3 2 (1.59%) Microsoft Azure
3 2 (1.59%) PaaS
Communications & Networking
1 19 (15.08%) Firewall
1 19 (15.08%) TCP/IP
2 8 (6.35%) HTTP
2 8 (6.35%) Internet
2 8 (6.35%) SSL
3 7 (5.56%) Junos
4 6 (4.76%) LAN
4 6 (4.76%) WAN
5 1 (0.79%) Network Security
Database & Business Intelligence
1 78 (61.90%) Big Data
2 63 (50.00%) Apache Hive
3 44 (34.92%) MongoDB
4 25 (19.84%) MySQL
5 18 (14.29%) Apache Accumulo
6 15 (11.90%) Relational Database
7 13 (10.32%) NoSQL
7 13 (10.32%) SQL Server
8 12 (9.52%) RDBMS
9 6 (4.76%) Apache Cassandra
10 5 (3.97%) Neo4j
11 4 (3.17%) OrientDB
12 3 (2.38%) HBase
12 3 (2.38%) Redis
13 2 (1.59%) Data Lake
14 1 (0.79%) Amazon Redshift
14 1 (0.79%) Impala
14 1 (0.79%) Oracle Database
14 1 (0.79%) Parquet
14 1 (0.79%) QlikView
Development Applications
1 22 (17.46%) JIRA
2 16 (12.70%) Selenium
3 13 (10.32%) Git (software)
4 12 (9.52%) Atlassian Bamboo
5 9 (7.14%) Bitbucket
6 8 (6.35%) CodeSonar
6 8 (6.35%) git-flow
6 8 (6.35%) Rational DOORS
6 8 (6.35%) Robot Framework
7 6 (4.76%) Jenkins
7 6 (4.76%) JUnit
8 5 (3.97%) Cucumber
9 3 (2.38%) JMeter
9 3 (2.38%) WATIR
10 2 (1.59%) Hudson
11 1 (0.79%) EasyMock
General
1 19 (15.08%) Telecoms
2 16 (12.70%) Games
3 10 (7.94%) Manufacturing
4 3 (2.38%) Aerospace
5 1 (0.79%) Advertising
Job Titles
1 69 (54.76%) Software Engineer
2 21 (16.67%) Java Engineer
3 17 (13.49%) Consultant
4 16 (12.70%) Java Software Engineer
5 15 (11.90%) C# Software Engineer
5 15 (11.90%) C++ Software Engineer
6 14 (11.11%) Developer
7 13 (10.32%) Lead Software Engineer
7 13 (10.32%) Python Software Engineer
8 11 (8.73%) Architect
8 11 (8.73%) Software Developer
8 11 (8.73%) Systems Engineer
9 10 (7.94%) J2EE Software Engineer
9 10 (7.94%) Java J2EE Software Engineer
10 7 (5.56%) Software Consultant
10 7 (5.56%) Solutions Architect
11 6 (4.76%) Big Data Engineer
11 6 (4.76%) Senior Developer
11 6 (4.76%) Senior Software Developer
11 6 (4.76%) Technical Consultant
Libraries, Frameworks & Software Standards
1 59 (46.83%) Java EE
2 47 (37.30%) Hibernate
3 38 (30.16%) STL
4 37 (29.37%) Spring
5 35 (27.78%) HTML
6 31 (24.60%) EJB
6 31 (24.60%) Node.js
7 29 (23.02%) jQuery
8 28 (22.22%) CSS
8 28 (22.22%) J2EE
9 27 (21.43%) AngularJS
10 22 (17.46%) LAMP
11 16 (12.70%) CSS3
11 16 (12.70%) HTML5
12 14 (11.11%) Apache Camel
13 12 (9.52%) JSF
13 12 (9.52%) Middleware
13 12 (9.52%) Web Services
13 12 (9.52%) XML
14 10 (7.94%) .NET
Miscellaneous
1 23 (18.25%) Visualisation
2 17 (13.49%) Cybercrime
3 15 (11.90%) Management Information System
4 14 (11.11%) PKI
5 9 (7.14%) Cyberthreat
6 7 (5.56%) Data Centre
6 7 (5.56%) Data Protection Act
6 7 (5.56%) Driving Licence
7 5 (3.97%) Cyber Attack
7 5 (3.97%) User Experience
8 4 (3.17%) Wiki
9 2 (1.59%) Analytical Skills
9 2 (1.59%) Mathematics
9 2 (1.59%) Physics
10 1 (0.79%) Data Integration
10 1 (0.79%) Internet of Things
Operating Systems
1 56 (44.44%) Linux
2 38 (30.16%) Android
2 38 (30.16%) Apple iOS
3 19 (15.08%) Windows
4 14 (11.11%) Unix
5 8 (6.35%) Mac OS X
6 1 (0.79%) Oracle Linux
Processes & Methodologies
1 84 (66.67%) Software Engineering
2 75 (59.52%) Agile Software Development
3 54 (42.86%) Cybersecurity
4 38 (30.16%) Multithreading
5 37 (29.37%) Scrum
6 30 (23.81%) Mobile Development
7 27 (21.43%) User Stories
8 25 (19.84%) Reverse Engineering
9 24 (19.05%) Ethical Hacking
10 23 (18.25%) UML
11 19 (15.08%) Penetration Testing
12 18 (14.29%) Analytics
12 18 (14.29%) Data Analytics
12 18 (14.29%) DevOps
12 18 (14.29%) Mentoring
13 17 (13.49%) ITIL
13 17 (13.49%) MODAF
14 16 (12.70%) Coaching
15 14 (11.11%) SOA
15 14 (11.11%) Time Management
Programming Languages
1 103 (81.75%) Java
2 85 (67.46%) C++
3 77 (61.11%) C
4 74 (58.73%) Python
5 58 (46.03%) C#
6 54 (42.86%) JavaScript
7 38 (30.16%) Objective-C
8 26 (20.63%) Perl
9 24 (19.05%) Ruby
10 23 (18.25%) SQL
11 14 (11.11%) Bash Shell
12 10 (7.94%) Scala
13 9 (7.14%) Embedded C
14 8 (6.35%) PHP
14 8 (6.35%) PowerShell
15 3 (2.38%) PL/SQL
15 3 (2.38%) R
16 1 (0.79%) Go
Qualifications
1 102 (80.95%) Security Cleared
2 67 (53.17%) DV Cleared
3 31 (24.60%) SC Cleared
4 27 (21.43%) Degree
5 26 (20.63%) CCNA
5 26 (20.63%) Cisco Certification
5 26 (20.63%) GIAC
6 19 (15.08%) CISSP
6 19 (15.08%) Linux+ Certification
6 19 (15.08%) MCSE
6 19 (15.08%) Microsoft Certification
6 19 (15.08%) Network+ Certification
6 19 (15.08%) SANS
6 19 (15.08%) SSCP
7 8 (6.35%) CompTIA Security+
7 8 (6.35%) Security+ Certification
8 7 (5.56%) GSEC
8 7 (5.56%) ITIL Foundation Certificate
8 7 (5.56%) JNCIA
8 7 (5.56%) MBCS
System Software
1 19 (15.08%) VMware Infrastructure
2 12 (9.52%) Hyper-V
3 8 (6.35%) Docker
3 8 (6.35%) vSphere
4 5 (3.97%) Apache ZooKeeper
Systems Management
1 13 (10.32%) Puppet
2 8 (6.35%) Salt
3 5 (3.97%) Hadoop YARN
4 3 (2.38%) Opscode Chef
Vendors
1 33 (26.19%) Oracle
2 19 (15.08%) VMware
3 17 (13.49%) Microsoft
4 8 (6.35%) Cloudera
5 7 (5.56%) Cisco
5 7 (5.56%) Juniper
6 5 (3.97%) Hortonworks
7 3 (2.38%) CA Agile Central
8 2 (1.59%) Red Hat
9 1 (0.79%) MapR
9 1 (0.79%) Tableau
9 1 (0.79%) TIBCO
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