The table below looks at the statistics for Hadoop skills in IT jobs advertised for the Cheltenham region. Included is a guide to the salaries offered in IT jobs that have cited Hadoop over the 3 months to 6 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
6 May 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 57 56 56
Rank change year-on-year
-1 0
Permanent jobs citing Hadoop 8 1 3
As % of all permanent IT jobs located in Cheltenham 1.61% 0.25% 0.87%
As % of the Database & Business Intelligence category 5.37% 0.81% 2.38%
Number of salaries quoted 5 1 3
Median salary £47,500 £47,500 £42,500
Median salary % change year-on-year
- +11.76%
UK excluding London median salary £50,000 £50,000 £50,000
Hadoop
Gloucestershire

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 Cheltenham region.

Database & Business Intelligence Category
Cheltenham
Permanent IT job ads with a match in the
Database & Business Intelligence category
149 124 126
As % of all permanent IT jobs located in Cheltenham 30.04% 30.47% 36.42%
Number of salaries quoted 122 96 104
Median salary £50,000 £45,000 £37,500
Median salary % change year-on-year
+11.11% +20.00%
90% offered a salary of more than £35,000 £30,000 £28,500
10% offered a salary of more than £60,000 £51,000 £70,000
UK excluding London median salary £42,500 £40,500 £40,000
% change year-on-year
+4.93% +1.25%

Hadoop
Jobs Demand Trend in Cheltenham

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

Hadoop Jobs Demand Trend in Cheltenham

Hadoop
Salary Trend in Cheltenham

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

Hadoop Salary Trend in Cheltenham

Hadoop
Salary Histogram in Cheltenham

This chart provides a salary histogram for IT jobs citing Hadoop across the Cheltenham region over the 3 months to 6 May 2016.

Hadoop Salary Histogram in Cheltenham

Hadoop
Top 30 Related IT Skills in Cheltenham

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

1 27 (100.00%) Big Data
2 24 (88.89%) Security Cleared
3 23 (85.19%) Java
4 21 (77.78%) Software Engineering
5 20 (74.07%) C++
6 19 (70.37%) Linux
7 17 (62.96%) C
7 17 (62.96%) Cybersecurity
8 15 (55.56%) Reverse Engineering
8 15 (55.56%) C#
9 14 (51.85%) DV Cleared
10 13 (48.15%) Java EE
11 12 (44.44%) Multithreading
11 12 (44.44%) Android
11 12 (44.44%) Apache Hive
11 12 (44.44%) Apache Pig
11 12 (44.44%) Apple iOS
11 12 (44.44%) STL
11 12 (44.44%) MCSE
11 12 (44.44%) TCP/IP
11 12 (44.44%) CCNA
11 12 (44.44%) CISSP
11 12 (44.44%) Cisco Certification
11 12 (44.44%) Microsoft Certification
11 12 (44.44%) Ethical Hacking
11 12 (44.44%) Penetration Testing
11 12 (44.44%) Objective-C
11 12 (44.44%) SSCP
11 12 (44.44%) Firewall
11 12 (44.44%) Telecoms

Hadoop
Top Related IT Skills in Cheltenham 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 12 (44.44%) Apache Pig
2 9 (33.33%) Elasticsearch
3 7 (25.93%) Apache Spark
4 5 (18.52%) Apache
4 5 (18.52%) Confluence
5 3 (11.11%) Node.js
5 3 (11.11%) SAS
Communications & Networking
1 12 (44.44%) Firewall
1 12 (44.44%) TCP/IP
2 5 (18.52%) Internet
3 2 (7.41%) HTTPS
Database & Business Intelligence
1 27 (100.00%) Big Data
2 12 (44.44%) Apache Hive
3 9 (33.33%) MongoDB
4 7 (25.93%) Apache Accumulo
5 5 (18.52%) Apache Cassandra
5 5 (18.52%) Data Mining
5 5 (18.52%) IBM InfoSphere
5 5 (18.52%) Neo4j
6 4 (14.81%) RDBMS
6 4 (14.81%) Relational Database
7 3 (11.11%) Data Warehouse
7 3 (11.11%) SQL Server
8 2 (7.41%) GIS
8 2 (7.41%) MySQL
9 1 (3.70%) NoSQL
9 1 (3.70%) Pentaho
Development Applications
1 5 (18.52%) JIRA
2 2 (7.41%) Visual Studio
General
1 12 (44.44%) Telecoms
Job Titles
1 12 (44.44%) Software Engineer
2 6 (22.22%) Developer
3 5 (18.52%) Data Scientist
4 4 (14.81%) Principal Engineer
4 4 (14.81%) Principal Software Engineer
5 3 (11.11%) Big Data Engineer
5 3 (11.11%) Data Engineer
5 3 (11.11%) Software Developer
6 2 (7.41%) Big Data Developer
6 2 (7.41%) Consultant
6 2 (7.41%) Security Engineer
6 2 (7.41%) Software Consultant
7 1 (3.70%) Analyst
7 1 (3.70%) Architect
7 1 (3.70%) Big Data Architect
7 1 (3.70%) Data Architect
7 1 (3.70%) Java Developer
7 1 (3.70%) Principal Consultant
7 1 (3.70%) Senior Software Engineer
7 1 (3.70%) Software Analyst
Libraries, Frameworks & Software Standards
1 13 (48.15%) Java EE
2 12 (44.44%) STL
3 6 (22.22%) Kafka
4 5 (18.52%) OpenCL
4 5 (18.52%) ZeroMQ
5 3 (11.11%) AngularJS
5 3 (11.11%) Apache Camel
5 3 (11.11%) CSS
5 3 (11.11%) CSS3
5 3 (11.11%) Hibernate
5 3 (11.11%) HTML
5 3 (11.11%) HTML5
5 3 (11.11%) Middleware
5 3 (11.11%) Spring
6 1 (3.70%) Natural Language Processing
6 1 (3.70%) REST
Miscellaneous
1 11 (40.74%) Cybercrime
2 5 (18.52%) Algorithms
2 5 (18.52%) Analytical Skills
2 5 (18.52%) Internet of Things
2 5 (18.52%) Mathematics
2 5 (18.52%) VHDL
2 5 (18.52%) Visualisation
3 3 (11.11%) Cyberthreat
3 3 (11.11%) Data Structures
3 3 (11.11%) PKI
4 1 (3.70%) Computer Science
4 1 (3.70%) Data Integration
4 1 (3.70%) Social Media
4 1 (3.70%) User Experience
Operating Systems
1 19 (70.37%) Linux
2 12 (44.44%) Android
2 12 (44.44%) Apple iOS
3 7 (25.93%) Windows
4 5 (18.52%) Mac OS X
Processes & Methodologies
1 21 (77.78%) Software Engineering
2 17 (62.96%) Cybersecurity
3 15 (55.56%) Reverse Engineering
4 12 (44.44%) Ethical Hacking
4 12 (44.44%) Mobile Development
4 12 (44.44%) Multithreading
4 12 (44.44%) Penetration Testing
5 11 (40.74%) Agile Software Development
5 11 (40.74%) Analytics
6 6 (22.22%) OO
6 6 (22.22%) OOP
6 6 (22.22%) Open Source
6 6 (22.22%) Waterfall
7 5 (18.52%) Data Analytics
7 5 (18.52%) Open Source Development
8 3 (11.11%) Big Data Analytics
8 3 (11.11%) Continuous Improvement
8 3 (11.11%) Data Analysis
8 3 (11.11%) Data Architecture
8 3 (11.11%) SDLC
Programming Languages
1 23 (85.19%) Java
2 20 (74.07%) C++
3 17 (62.96%) C
4 15 (55.56%) C#
5 12 (44.44%) Objective-C
6 8 (29.63%) Ruby
7 6 (22.22%) Scala
8 5 (18.52%) Perl
9 4 (14.81%) Python
10 3 (11.11%) JavaScript
10 3 (11.11%) SQL
11 2 (7.41%) SAS Macro
Qualifications
1 24 (88.89%) Security Cleared
2 14 (51.85%) DV Cleared
3 12 (44.44%) CCNA
3 12 (44.44%) Cisco Certification
3 12 (44.44%) CISSP
3 12 (44.44%) GIAC
3 12 (44.44%) Linux+ Certification
3 12 (44.44%) MCSE
3 12 (44.44%) Microsoft Certification
3 12 (44.44%) SANS
3 12 (44.44%) SSCP
4 9 (33.33%) Network+ Certification
5 5 (18.52%) SC Cleared
6 1 (3.70%) Degree
Quality Assurance & Compliance
1 1 (3.70%) SLA
System Software
1 5 (18.52%) Apache ZooKeeper
2 3 (11.11%) Hyper-V
2 3 (11.11%) VMware Infrastructure
3 1 (3.70%) Docker
Vendors
1 9 (33.33%) Oracle
2 5 (18.52%) Atlassian
2 5 (18.52%) IBM
3 4 (14.81%) VMware
4 3 (11.11%) Cloudera
5 2 (7.41%) i2
6 1 (3.70%) Platfora