Period
to 26 September 2018

The following table provides summary statistics for permanent job vacancies advertised in Bristol with a requirement for Hadoop skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Hadoop over the 6 months to 26 September 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
South West > Bristol
6 months to
26 Sep 2018
Same period 2017 Same period 2016
Rank 111 177 142
Rank change year-on-year +66 -35 +15
Permanent jobs citing Hadoop 84 24 37
As % of all permanent IT jobs advertised in Bristol 2.25% 0.63% 1.12%
As % of the Database & Business Intelligence category 7.38% 2.10% 3.77%
Number of salaries quoted 77 20 35
Bristol median annual salary £57,500 £45,000 £62,500
Median salary % change year-on-year +27.78% -28.00% +19.05%
10th Percentile £37,500 £38,097 £35,000
90th Percentile £83,500 £65,375 £73,750
South West median annual salary £47,500 £41,000 £50,000
% change year-on-year +15.85% -18.00% -4.76%

Hadoop is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Bristol with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Bristol
Permanent vacancies with a requirement for database or business intelligence skills 1,138 1,142 982
As % of all permanent IT jobs advertised in Bristol 30.50% 29.91% 29.69%
Number of salaries quoted 1,014 997 869
Bristol median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £28,750 £26,250 £27,500
90th Percentile £63,750 £66,350 £67,500
South West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +6.67%

Hadoop
Job Vacancy Trend in Bristol

Job postings citing Hadoop as a percentage of all IT jobs advertised in Bristol.

Job vacancy trend for Hadoop in Bristol

Hadoop
Salary Trend in Bristol

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

Salary trend for Hadoop in Bristol

Hadoop
Salary Histogram in Bristol

The salary distribution of IT jobs citing Hadoop in Bristol over the 6 months to 26 September 2018.

Salary histogram for Hadoop in Bristol

For the 6 months to 26 September 2018, IT jobs citing Hadoop also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Bristol region with a requirement for Hadoop.

1 64 (76.19%) Java
2 45 (53.57%) Big Data
3 42 (50.00%) Amazon AWS
4 41 (48.81%) Agile Software Development
5 38 (45.24%) Python
6 37 (44.05%) Software Engineering
6 37 (44.05%) Apache Spark
7 35 (41.67%) JavaScript
8 33 (39.29%) HTML
8 33 (39.29%) HTML5
9 32 (38.10%) AngularJS
10 31 (36.90%) Docker
10 31 (36.90%) Microsoft Azure
10 31 (36.90%) C#
11 28 (33.33%) NoSQL
12 26 (30.95%) SQL
13 21 (25.00%) Scrum
13 21 (25.00%) Degree
14 20 (23.81%) DevOps
15 19 (22.62%) Microservices
15 19 (22.62%) Redis
15 19 (22.62%) Scala
15 19 (22.62%) SOA
16 17 (20.24%) C++
16 17 (20.24%) Microsoft
16 17 (20.24%) Security Cleared
16 17 (20.24%) KnockoutJS
16 17 (20.24%) MongoDB
16 17 (20.24%) Node.js
16 17 (20.24%) React

Hadoop
Co-occurring 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 37 (44.05%) Apache Spark
2 13 (15.48%) JBoss
2 13 (15.48%) Jetty
2 13 (15.48%) Tomcat
2 13 (15.48%) WebLogic
3 9 (10.71%) Apache Pig
4 8 (9.52%) Elasticsearch
5 1 (1.19%) SharePoint
Applications
1 8 (9.52%) Chatbot
Cloud Services
1 42 (50.00%) Amazon AWS
2 31 (36.90%) Microsoft Azure
3 12 (14.29%) Amazon Kinesis
4 8 (9.52%) Cloud Computing
5 7 (8.33%) Google Cloud Platform
6 6 (7.14%) Amazon EC2
6 6 (7.14%) Amazon EMR
6 6 (7.14%) Amazon S3
6 6 (7.14%) GitHub
Communications & Networking
1 6 (7.14%) SMS
Database & Business Intelligence
1 45 (53.57%) Big Data
2 28 (33.33%) NoSQL
3 19 (22.62%) Redis
4 17 (20.24%) MongoDB
5 14 (16.67%) Amazon Redshift
6 13 (15.48%) Couchbase
6 13 (15.48%) Riak
7 10 (11.90%) Apache Hive
7 10 (11.90%) Power BI
8 8 (9.52%) Presto
9 6 (7.14%) Amazon Athena
9 6 (7.14%) Amazon DynamoDB
9 6 (7.14%) BigQuery
9 6 (7.14%) Impala
9 6 (7.14%) Spotfire
10 5 (5.95%) SQL Server
11 4 (4.76%) Apache Cassandra
11 4 (4.76%) Neo4j
11 4 (4.76%) QlikView
11 4 (4.76%) SQL Server Reporting Services
Development Applications
1 6 (7.14%) JIRA
1 6 (7.14%) Octopus Deploy
1 6 (7.14%) TeamCity
2 4 (4.76%) Cucumber
2 4 (4.76%) FitNesse
2 4 (4.76%) Selenium
2 4 (4.76%) Vagrant
3 2 (2.38%) Atlassian Bamboo
3 2 (2.38%) GitLab
3 2 (2.38%) Jenkins
4 1 (1.19%) Eclipse
4 1 (1.19%) ERwin
4 1 (1.19%) Visual Studio
4 1 (1.19%) XMLSpy
General
1 11 (13.10%) Finance
2 9 (10.71%) Law
3 6 (7.14%) Marketing
3 6 (7.14%) Telecoms
4 5 (5.95%) Electronics
4 5 (5.95%) Manufacturing
Job Titles
1 26 (30.95%) Architect
2 21 (25.00%) Software Engineer
3 19 (22.62%) Technical Architect
4 15 (17.86%) Cybersecurity Engineer
4 15 (17.86%) Security Engineer
5 11 (13.10%) Developer
6 10 (11.90%) AWS Engineer
6 10 (11.90%) Java Developer
7 9 (10.71%) Data Scientist
8 8 (9.52%) Java Architect
8 8 (9.52%) Java Technical Architect
8 8 (9.52%) Senior Data Scientist
9 7 (8.33%) Big Data Architect
9 7 (8.33%) Data Architect
9 7 (8.33%) Data Engineer
9 7 (8.33%) Senior Data Engineer
10 6 (7.14%) .NET Architect
10 6 (7.14%) Hadoop Engineer
10 6 (7.14%) Java Applications Architect
10 6 (7.14%) Senior Hadoop Engineer
Libraries, Frameworks & Software Standards
1 33 (39.29%) HTML
1 33 (39.29%) HTML5
2 32 (38.10%) AngularJS
3 17 (20.24%) KnockoutJS
3 17 (20.24%) Node.js
3 17 (20.24%) React
4 15 (17.86%) Spring
5 13 (15.48%) .NET
5 13 (15.48%) Hibernate
5 13 (15.48%) JPA
6 6 (7.14%) .NET Core
6 6 (7.14%) Akka.NET
6 6 (7.14%) ASP.NET Web API
6 6 (7.14%) Kafka
6 6 (7.14%) MLlib
6 6 (7.14%) Pandas
6 6 (7.14%) REST
7 3 (3.57%) CSS
7 3 (3.57%) CSS3
8 2 (2.38%) SOAP
Miscellaneous
1 16 (19.05%) Computer Science
2 9 (10.71%) Algorithms
3 6 (7.14%) Clustering
4 2 (2.38%) Enterprise Software
5 1 (1.19%) Analytical Skills
5 1 (1.19%) Digital Media
5 1 (1.19%) Driving Licence
5 1 (1.19%) Linked Data
Processes & Methodologies
1 41 (48.81%) Agile Software Development
2 37 (44.05%) Software Engineering
3 21 (25.00%) Scrum
4 20 (23.81%) DevOps
5 19 (22.62%) Microservices
5 19 (22.62%) SOA
6 16 (19.05%) Artificial Intelligence
6 16 (19.05%) TDD
7 15 (17.86%) Business Intelligence
7 15 (17.86%) Cybersecurity
7 15 (17.86%) Problem-Solving
8 13 (15.48%) BDD
8 13 (15.48%) Concurrent Programming
8 13 (15.48%) Kanban
8 13 (15.48%) Multithreading
9 12 (14.29%) Machine Learning
10 10 (11.90%) Analytics
10 10 (11.90%) Data Science
10 10 (11.90%) Deployment Automation
11 9 (10.71%) SDLC
Programming Languages
1 64 (76.19%) Java
2 38 (45.24%) Python
3 35 (41.67%) JavaScript
4 31 (36.90%) C#
5 26 (30.95%) SQL
6 19 (22.62%) Scala
7 17 (20.24%) C++
8 15 (17.86%) TypeScript
9 11 (13.10%) R
10 2 (2.38%) C
10 2 (2.38%) Embedded C++
11 1 (1.19%) T-SQL
11 1 (1.19%) VB
11 1 (1.19%) VBA
Qualifications
1 21 (25.00%) Degree
2 17 (20.24%) Security Cleared
3 15 (17.86%) Computer Science Degree
4 2 (2.38%) PhD
4 2 (2.38%) SC Cleared
5 1 (1.19%) ISEB
5 1 (1.19%) ISTQB
5 1 (1.19%) Master's Degree
Quality Assurance & Compliance
1 12 (14.29%) QA
System Software
1 31 (36.90%) Docker
Systems Management
1 15 (17.86%) Kubernetes
2 10 (11.90%) Opscode Chef
3 4 (4.76%) Ansible
3 4 (4.76%) Cobbler
3 4 (4.76%) Puppet
4 1 (1.19%) Oozie
Vendors
1 17 (20.24%) Microsoft
2 10 (11.90%) Tableau
3 7 (8.33%) Google
4 6 (7.14%) Atlassian
5 5 (5.95%) SAP
6 3 (3.57%) Informatica
7 2 (2.38%) Oracle