The table below looks at the statistics for Hadoop skills in IT jobs advertised for the Bristol region. Included is a guide to the salaries offered in IT jobs that have cited Hadoop over the 3 months to 25 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jun 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 99 120 119
Rank change year-on-year
+21 -1
Permanent jobs citing Hadoop 16 19 12
As % of all permanent IT jobs located in Bristol 1.01% 0.98% 0.60%
As % of the Database & Business Intelligence category 3.49% 3.11% 1.89%
Number of salaries quoted 15 5 12
Median salary £62,500 £50,000 £47,500
Median salary % change year-on-year
+25.00% +5.26%
90% offered a salary of more than £40,000 £47,500 £43,900
10% offered a salary of more than £71,000 £57,500 £52,250
UK excluding London median salary £54,000 £50,000 £50,000
% change year-on-year
+8.00% -
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 Bristol region.

Database & Business Intelligence Category
Bristol
Permanent IT job ads with a match in the
Database & Business Intelligence category
459 610 635
As % of all permanent IT jobs located in Bristol 29.07% 31.38% 31.99%
Number of salaries quoted 397 554 504
Median salary £41,000 £40,000 £40,000
Median salary % change year-on-year
+2.50% -
90% offered a salary of more than £30,000 £27,000 £28,000
10% offered a salary of more than £62,500 £52,500 £60,000
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

Hadoop
Jobs Demand Trend in Bristol

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

Hadoop Jobs Demand Trend in Bristol

Hadoop
Salary Trend in Bristol

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

Hadoop Salary Trend in Bristol

Hadoop
Salary Histogram in Bristol

This chart provides a salary histogram for IT jobs citing Hadoop across the Bristol region over the 3 months to 25 June 2016.

Hadoop Salary Histogram in Bristol

Hadoop
Top 30 Related IT Skills in Bristol

For the 6 months to 25 June 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 Bristol region with a requirement for Hadoop.

1 24 (77.42%) Java
2 23 (74.19%) Apache Spark
3 20 (64.52%) Computer Science
3 20 (64.52%) Big Data
4 19 (61.29%) Relational Database
5 18 (58.06%) Degree
5 18 (58.06%) Apache Solr
6 17 (54.84%) Elasticsearch
6 17 (54.84%) Software Engineering
7 15 (48.39%) Lucene
7 15 (48.39%) Apache
8 14 (45.16%) Hibernate
8 14 (45.16%) Spring
8 14 (45.16%) Maven
9 12 (38.71%) Telecoms
9 12 (38.71%) Digital Media
10 11 (35.48%) NoSQL
10 11 (35.48%) Python
10 11 (35.48%) SQL
11 10 (32.26%) Agile Software Development
12 9 (29.03%) MySQL
13 8 (25.81%) Perl
13 8 (25.81%) OO
13 8 (25.81%) PostgreSQL
13 8 (25.81%) MongoDB
13 8 (25.81%) Apache Cassandra
14 7 (22.58%) Natural Language Processing
14 7 (22.58%) JavaScript
14 7 (22.58%) C#
15 6 (19.35%) UML

Hadoop
Top Related IT Skills in Bristol 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 23 (74.19%) Apache Spark
2 18 (58.06%) Apache Solr
3 17 (54.84%) Elasticsearch
4 15 (48.39%) Apache
5 6 (19.35%) Apache Pig
6 3 (9.68%) JBoss
6 3 (9.68%) Jetty
6 3 (9.68%) OpenStack
6 3 (9.68%) Tomcat
6 3 (9.68%) WebLogic
6 3 (9.68%) WebSphere
7 2 (6.45%) WebSphere Application Server
Cloud Services
1 4 (12.90%) Amazon AWS
1 4 (12.90%) Microsoft Azure
2 1 (3.23%) Amazon EC2
Database & Business Intelligence
1 20 (64.52%) Big Data
2 19 (61.29%) Relational Database
3 11 (35.48%) NoSQL
4 9 (29.03%) MySQL
5 8 (25.81%) Apache Cassandra
5 8 (25.81%) MongoDB
5 8 (25.81%) PostgreSQL
6 6 (19.35%) Apache Hive
7 5 (16.13%) HBase
7 5 (16.13%) SQLite
8 4 (12.90%) SQL Server
9 3 (9.68%) Couchbase
9 3 (9.68%) Redis
9 3 (9.68%) Riak
10 2 (6.45%) Mahout
10 2 (6.45%) OLAP
10 2 (6.45%) OLAP Cube
10 2 (6.45%) SQL Server Analysis Services
10 2 (6.45%) SQL Server Integration Services
11 1 (3.23%) Amazon DynamoDB
Development Applications
1 14 (45.16%) Maven
2 1 (3.23%) JMeter
2 1 (3.23%) Octopus Deploy
2 1 (3.23%) Selenium
2 1 (3.23%) TeamCity
2 1 (3.23%) TestComplete
General
1 12 (38.71%) Telecoms
2 3 (9.68%) Banking
2 3 (9.68%) Retail
3 2 (6.45%) Finance
Job Titles
1 17 (54.84%) Software Engineer
2 15 (48.39%) Java Engineer
2 15 (48.39%) Java Software Engineer
3 10 (32.26%) Developer
4 8 (25.81%) Senior Developer
5 3 (9.68%) Senior Java Engineer
5 3 (9.68%) Senior Java Software Engineer
5 3 (9.68%) Senior Software Engineer
6 2 (6.45%) Data Scientist
6 2 (6.45%) Database Developer
6 2 (6.45%) ETL Developer
6 2 (6.45%) Java Developer
6 2 (6.45%) Senior Data Scientist
6 2 (6.45%) Senior Database Developer
6 2 (6.45%) Senior ETL Developer
6 2 (6.45%) Senior Java Developer
6 2 (6.45%) Senior SQL Developer
6 2 (6.45%) SQL Database Developer
6 2 (6.45%) SQL Developer
6 2 (6.45%) SSAS Developer
Libraries, Frameworks & Software Standards
1 15 (48.39%) Lucene
2 14 (45.16%) Hibernate
2 14 (45.16%) Spring
3 7 (22.58%) Natural Language Processing
4 5 (16.13%) .NET
5 4 (12.90%) AngularJS
6 3 (9.68%) ELK Stack
6 3 (9.68%) React
7 2 (6.45%) MDX
7 2 (6.45%) Web Services
8 1 (3.23%) ASP.NET
8 1 (3.23%) ASP.NET MVC
8 1 (3.23%) ASP.NET Web API
8 1 (3.23%) Flash
8 1 (3.23%) HTML
8 1 (3.23%) HTML5
8 1 (3.23%) LAMP
8 1 (3.23%) Node.js
8 1 (3.23%) RabbitMQ
Miscellaneous
1 20 (64.52%) Computer Science
2 12 (38.71%) Digital Media
3 5 (16.13%) Mathematics
4 4 (12.90%) Algorithms
4 4 (12.90%) Artificial Intelligence
5 2 (6.45%) Data Structures
5 2 (6.45%) Enterprise Software
6 1 (3.23%) Public Cloud
6 1 (3.23%) User Experience
Operating Systems
1 1 (3.23%) Android
1 1 (3.23%) Apple iOS
1 1 (3.23%) Linux
Processes & Methodologies
1 17 (54.84%) Software Engineering
2 10 (32.26%) Agile Software Development
3 8 (25.81%) OO
4 6 (19.35%) Analytics
4 6 (19.35%) Continuous Integration
4 6 (19.35%) Machine Learning
4 6 (19.35%) Multithreading
4 6 (19.35%) Open Source
4 6 (19.35%) Statistical Modelling
4 6 (19.35%) TDD
4 6 (19.35%) UML
5 5 (16.13%) Concurrent Programming
5 5 (16.13%) DevOps
6 4 (12.90%) Data Analytics
6 4 (12.90%) Functional Programming
6 4 (12.90%) Kanban
6 4 (12.90%) MapReduce
6 4 (12.90%) Mentoring
6 4 (12.90%) Predictive Analytics
6 4 (12.90%) Scrum
Programming Languages
1 24 (77.42%) Java
2 11 (35.48%) Python
2 11 (35.48%) SQL
3 8 (25.81%) Perl
4 7 (22.58%) C#
4 7 (22.58%) JavaScript
5 6 (19.35%) R
5 6 (19.35%) Ruby
6 5 (16.13%) C++
7 3 (9.68%) Bash Shell
7 3 (9.68%) Go
7 3 (9.68%) Scala
8 2 (6.45%) MATLAB
8 2 (6.45%) PHP
Qualifications
1 18 (58.06%) Degree
2 1 (3.23%) PhD
Quality Assurance & Compliance
1 1 (3.23%) QA
Systems Management
1 4 (12.90%) Opscode Chef
2 3 (9.68%) Ansible
2 3 (9.68%) Kibana
2 3 (9.68%) logstash
2 3 (9.68%) Puppet
2 3 (9.68%) Salt
Vendors
1 3 (9.68%) Oracle
Bristol, Avon
Polecat
Posted: 15 hours ago
Bristol, Avon
ISL
Salary: £30000 - £50000 per annum
Posted: 2 days ago
Bristol
OCC Computer Personnel
Salary: £55k - 80k per year + Excellent Benefits
Posted: 10 days ago
Bristol
ABILITY Resorucing Ltd
Salary: £45000 - £65000 per annum + Options
Posted: 11 days ago