Period
to 18 July 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 18 July 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
South West > Bristol
6 months to
18 Jul 2018
Same period 2017 Same period 2016
Rank 119 161 151
Rank change year-on-year +42 -10 +11
Permanent jobs citing Hadoop 86 40 38
As % of all permanent IT jobs advertised in Bristol 2.21% 1.05% 1.08%
As % of the Database & Business Intelligence category 7.05% 3.64% 3.65%
Number of salaries quoted 75 32 34
Bristol median annual salary £50,000 £55,000 £48,750
Median salary % change year-on-year -9.09% +12.82% -7.14%
10th Percentile £37,500 £38,097 £35,000
90th Percentile £79,000 £72,125 £73,750
South West median annual salary £50,000 £42,500 £50,000
% change year-on-year +17.65% -15.00% +5.26%

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 1,219 1,098 1,042
As % of all permanent IT jobs advertised in Bristol 31.34% 28.71% 29.72%
Number of salaries quoted 1,087 988 905
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 £26,250
90th Percentile £65,000 £67,500 £60,000
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 18 July 2018.

Salary histogram for Hadoop in Bristol

For the 6 months to 18 July 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 (74.42%) Java
2 54 (62.79%) Big Data
3 49 (56.98%) Amazon AWS
4 46 (53.49%) Agile Software Development
5 45 (52.33%) Software Engineering
5 45 (52.33%) Python
5 45 (52.33%) Apache Spark
6 42 (48.84%) SQL
7 37 (43.02%) C#
8 35 (40.70%) Docker
8 35 (40.70%) Microsoft Azure
8 35 (40.70%) DevOps
9 34 (39.53%) Scrum
10 31 (36.05%) HTML
10 31 (36.05%) HTML5
10 31 (36.05%) NoSQL
11 29 (33.72%) JavaScript
12 28 (32.56%) Artificial Intelligence
13 27 (31.40%) Amazon Redshift
14 26 (30.23%) Redis
14 26 (30.23%) Scala
15 25 (29.07%) Business Intelligence
15 25 (29.07%) Amazon Kinesis
16 21 (24.42%) MongoDB
17 20 (23.26%) Tableau
17 20 (23.26%) Analytics
17 20 (23.26%) Power BI
17 20 (23.26%) Deployment Automation
18 19 (22.09%) Apache Hive
18 19 (22.09%) ETL

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 45 (52.33%) Apache Spark
2 18 (20.93%) Apache Pig
2 18 (20.93%) Elasticsearch
3 17 (19.77%) JBoss
3 17 (19.77%) Jetty
3 17 (19.77%) Tomcat
3 17 (19.77%) WebLogic
4 1 (1.16%) SharePoint
Applications
1 10 (11.63%) Chatbot
Cloud Services
1 49 (56.98%) Amazon AWS
2 35 (40.70%) Microsoft Azure
3 25 (29.07%) Amazon Kinesis
4 16 (18.60%) Amazon EMR
4 16 (18.60%) GitHub
5 11 (12.79%) Cloud Computing
5 11 (12.79%) Google Cloud Platform
6 9 (10.47%) Amazon EC2
6 9 (10.47%) Amazon S3
Communications & Networking
1 9 (10.47%) SMS
Database & Business Intelligence
1 54 (62.79%) Big Data
2 31 (36.05%) NoSQL
3 27 (31.40%) Amazon Redshift
4 26 (30.23%) Redis
5 21 (24.42%) MongoDB
6 20 (23.26%) Power BI
7 19 (22.09%) Apache Hive
8 18 (20.93%) Presto
9 17 (19.77%) Couchbase
9 17 (19.77%) Riak
10 16 (18.60%) Amazon Athena
10 16 (18.60%) BigQuery
10 16 (18.60%) Impala
10 16 (18.60%) Spotfire
11 9 (10.47%) Amazon DynamoDB
12 6 (6.98%) SQL Server
13 4 (4.65%) Apache Cassandra
13 4 (4.65%) Neo4j
13 4 (4.65%) QlikView
13 4 (4.65%) SQL Server Reporting Services
Development Applications
1 16 (18.60%) JIRA
2 9 (10.47%) Octopus Deploy
2 9 (10.47%) TeamCity
3 4 (4.65%) Cucumber
3 4 (4.65%) FitNesse
3 4 (4.65%) Selenium
3 4 (4.65%) Vagrant
4 2 (2.33%) Atlassian Bamboo
4 2 (2.33%) ERwin
4 2 (2.33%) GitLab
4 2 (2.33%) Jenkins
5 1 (1.16%) Eclipse
5 1 (1.16%) Visual Studio
5 1 (1.16%) XMLSpy
General
1 13 (15.12%) Law
2 12 (13.95%) Electronics
3 6 (6.98%) Finance
4 5 (5.81%) Marketing
4 5 (5.81%) Telecoms
5 4 (4.65%) Manufacturing
Job Titles
1 22 (25.58%) AWS Engineer
2 18 (20.93%) Architect
2 18 (20.93%) Data Engineer
3 17 (19.77%) Senior Data Engineer
4 16 (18.60%) Hadoop Engineer
4 16 (18.60%) Senior Hadoop Engineer
5 14 (16.28%) Developer
5 14 (16.28%) Software Engineer
6 13 (15.12%) Java Developer
7 12 (13.95%) Technical Architect
8 11 (12.79%) Data Scientist
9 10 (11.63%) Senior Data Scientist
10 6 (6.98%) .NET Software Engineer
10 6 (6.98%) AWS Software Engineer
10 6 (6.98%) Big Data Architect
10 6 (6.98%) C# Software Engineer
10 6 (6.98%) Cybersecurity Engineer
10 6 (6.98%) Data Architect
10 6 (6.98%) Java Engineer
10 6 (6.98%) Security Engineer
Libraries, Frameworks & Software Standards
1 31 (36.05%) HTML
1 31 (36.05%) HTML5
2 19 (22.09%) Spring
3 18 (20.93%) AngularJS
4 17 (19.77%) Hibernate
4 17 (19.77%) JPA
5 16 (18.60%) MLlib
5 16 (18.60%) Pandas
6 14 (16.28%) .NET
7 12 (13.95%) KnockoutJS
7 12 (13.95%) Node.js
7 12 (13.95%) React
8 10 (11.63%) Kafka
9 9 (10.47%) .NET Core
9 9 (10.47%) Akka.NET
9 9 (10.47%) ASP.NET Web API
9 9 (10.47%) REST
10 2 (2.33%) CSS3
10 2 (2.33%) Natural Language Processing
10 2 (2.33%) RESTful
Miscellaneous
1 16 (18.60%) Clustering
2 12 (13.95%) Algorithms
3 8 (9.30%) User Experience
4 7 (8.14%) Computer Science
5 1 (1.16%) Analytical Skills
5 1 (1.16%) Digital Media
5 1 (1.16%) Linked Data
Processes & Methodologies
1 46 (53.49%) Agile Software Development
2 45 (52.33%) Software Engineering
3 35 (40.70%) DevOps
4 34 (39.53%) Scrum
5 28 (32.56%) Artificial Intelligence
6 25 (29.07%) Business Intelligence
7 20 (23.26%) Analytics
7 20 (23.26%) Deployment Automation
8 19 (22.09%) ETL
8 19 (22.09%) TDD
9 18 (20.93%) Visualisation
10 17 (19.77%) BDD
10 17 (19.77%) Concurrent Programming
10 17 (19.77%) MapReduce
10 17 (19.77%) Multithreading
11 16 (18.60%) Coaching
11 16 (18.60%) Data Analytics
11 16 (18.60%) Data Visualisation
11 16 (18.60%) Kanban
11 16 (18.60%) Open Source
Programming Languages
1 64 (74.42%) Java
2 45 (52.33%) Python
3 42 (48.84%) SQL
4 37 (43.02%) C#
5 29 (33.72%) JavaScript
6 26 (30.23%) Scala
7 13 (15.12%) R
8 7 (8.14%) C++
9 6 (6.98%) TypeScript
10 2 (2.33%) C
10 2 (2.33%) Embedded C++
11 1 (1.16%) T-SQL
11 1 (1.16%) VB
11 1 (1.16%) VBA
Qualifications
1 13 (15.12%) Degree
2 8 (9.30%) Security Cleared
3 6 (6.98%) Computer Science Degree
4 2 (2.33%) PhD
4 2 (2.33%) SC Cleared
5 1 (1.16%) ISEB
5 1 (1.16%) ISTQB
5 1 (1.16%) Master's Degree
Quality Assurance & Compliance
1 16 (18.60%) QA
2 1 (1.16%) Data Quality
2 1 (1.16%) GCP
System Software
1 35 (40.70%) Docker
2 1 (1.16%) HDFS
Systems Management
1 13 (15.12%) Opscode Chef
2 6 (6.98%) Kubernetes
3 4 (4.65%) Ansible
3 4 (4.65%) Cobbler
3 4 (4.65%) Puppet
4 1 (1.16%) Oozie
Vendors
1 20 (23.26%) Tableau
2 16 (18.60%) Atlassian
3 12 (13.95%) Microsoft
4 11 (12.79%) Google
5 4 (4.65%) SAP
6 3 (3.49%) Informatica
7 2 (2.33%) Oracle
8 1 (1.16%) Cloudera
8 1 (1.16%) Hortonworks