Period
to 15 December 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 15 December 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
South West > Bristol
6 months to
15 Dec 2018
Same period 2017 Same period 2016
Rank 119 175 124
Rank change year-on-year +56 -51 +38
Permanent jobs citing Hadoop 67 31 61
As % of all permanent IT jobs advertised in Bristol 1.86% 0.82% 1.86%
As % of the Database & Business Intelligence category 6.58% 2.69% 6.29%
Number of salaries quoted 67 29 59
Bristol median annual salary £62,500 £50,000 £62,500
Median salary % change year-on-year +25.00% -20.00% +13.64%
10th Percentile £37,500 £39,619 £47,250
90th Percentile £87,500 £70,000 £78,750
South West median annual salary £55,000 £41,000 £50,000
% change year-on-year +34.15% -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 1,019 1,154 970
As % of all permanent IT jobs advertised in Bristol 28.22% 30.62% 29.65%
Number of salaries quoted 897 989 866
Bristol median annual salary £45,000 £42,500 £44,000
Median salary % change year-on-year +5.88% -3.41% +10.00%
10th Percentile £28,900 £27,950 £29,625
90th Percentile £67,500 £65,000 £72,500
South West median annual salary £45,000 £40,000 £41,500
% change year-on-year +12.50% -3.61% +6.41%

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 15 December 2018.

Salary histogram for Hadoop in Bristol

For the 6 months to 15 December 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 49 (73.13%) Java
2 35 (52.24%) Big Data
2 35 (52.24%) AngularJS
2 35 (52.24%) Apache Spark
3 31 (46.27%) JavaScript
4 28 (41.79%) HTML
4 28 (41.79%) Python
4 28 (41.79%) HTML5
5 27 (40.30%) Agile Software Development
6 26 (38.81%) Amazon AWS
7 25 (37.31%) Software Engineering
7 25 (37.31%) C#
8 23 (34.33%) Node.js
9 22 (32.84%) SOA
9 22 (32.84%) Microservices
10 20 (29.85%) React
10 20 (29.85%) Microsoft
10 20 (29.85%) KnockoutJS
11 18 (26.87%) Degree
12 17 (25.37%) Computer Science
13 16 (23.88%) Finance
13 16 (23.88%) C++
13 16 (23.88%) Computer Science Degree
14 15 (22.39%) Problem-Solving
14 15 (22.39%) Kubernetes
14 15 (22.39%) Docker
14 15 (22.39%) Cybersecurity
14 15 (22.39%) TypeScript
14 15 (22.39%) Security Cleared
14 15 (22.39%) Microsoft Azure

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 35 (52.24%) Apache Spark
2 7 (10.45%) JBoss
2 7 (10.45%) Jetty
2 7 (10.45%) Tomcat
2 7 (10.45%) WebLogic
3 1 (1.49%) Apache
3 1 (1.49%) Apache Pig
3 1 (1.49%) SAS
3 1 (1.49%) SharePoint
Applications
1 8 (11.94%) Chatbot
Cloud Services
1 26 (38.81%) Amazon AWS
2 15 (22.39%) Microsoft Azure
3 2 (2.99%) Amazon EMR
3 2 (2.99%) Amazon S3
Database & Business Intelligence
1 35 (52.24%) Big Data
2 13 (19.40%) NoSQL
3 9 (13.43%) Apache Hive
4 7 (10.45%) Couchbase
4 7 (10.45%) MongoDB
4 7 (10.45%) Redis
4 7 (10.45%) Riak
5 5 (7.46%) SQL Server Integration Services
6 4 (5.97%) Data Warehouse
7 3 (4.48%) Oracle Database
7 3 (4.48%) Power BI
7 3 (4.48%) SQL Server
8 2 (2.99%) Amazon Redshift
8 2 (2.99%) BusinessObjects
8 2 (2.99%) DataStage
8 2 (2.99%) Electronic Patient Records
8 2 (2.99%) Oracle Reports
8 2 (2.99%) PostgreSQL
8 2 (2.99%) Relational Database
8 2 (2.99%) Sqoop
Development Applications
1 1 (1.49%) Eclipse
1 1 (1.49%) ERwin
1 1 (1.49%) Visual Studio
1 1 (1.49%) XMLSpy
General
1 16 (23.88%) Finance
2 9 (13.43%) Marketing
3 8 (11.94%) Electronics
3 8 (11.94%) Manufacturing
3 8 (11.94%) Telecoms
4 7 (10.45%) Law
5 2 (2.99%) Banking
Job Titles
1 25 (37.31%) Architect
2 22 (32.84%) Technical Architect
3 18 (26.87%) Software Engineer
4 15 (22.39%) Cybersecurity Engineer
4 15 (22.39%) Security Engineer
5 12 (17.91%) Developer
6 11 (16.42%) Java Developer
7 10 (14.93%) Data Scientist
7 10 (14.93%) Java Architect
7 10 (14.93%) Java Technical Architect
8 9 (13.43%) Senior Data Scientist
9 8 (11.94%) .NET Architect
9 8 (11.94%) .NET Technical Architect
10 6 (8.96%) Java Applications Architect
11 4 (5.97%) Big Data Engineer
12 3 (4.48%) Big Data Architect
12 3 (4.48%) Big Data Developer
12 3 (4.48%) Big Data Software Engineer
12 3 (4.48%) Data Architect
12 3 (4.48%) Hadoop Architect
Libraries, Frameworks & Software Standards
1 35 (52.24%) AngularJS
2 28 (41.79%) HTML
2 28 (41.79%) HTML5
3 23 (34.33%) Node.js
4 20 (29.85%) KnockoutJS
4 20 (29.85%) React
5 12 (17.91%) .NET
6 8 (11.94%) Spring
7 7 (10.45%) Hibernate
7 7 (10.45%) JPA
8 1 (1.49%) ASP.NET
8 1 (1.49%) CSS
8 1 (1.49%) CSS3
8 1 (1.49%) Java EE
8 1 (1.49%) Kafka
Miscellaneous
1 10 (14.93%) Algorithms
2 2 (2.99%) Analytical Skills
2 2 (2.99%) Enterprise Software
2 2 (2.99%) Greenfield Project
3 1 (1.49%) Driving Licence
Operating Systems
1 3 (4.48%) Android
1 3 (4.48%) Apple iOS
Processes & Methodologies
1 27 (40.30%) Agile Software Development
2 25 (37.31%) Software Engineering
3 22 (32.84%) Microservices
3 22 (32.84%) SOA
4 17 (25.37%) Computer Science
5 15 (22.39%) Cybersecurity
5 15 (22.39%) Problem-Solving
6 11 (16.42%) Business Intelligence
6 11 (16.42%) DevOps
7 10 (14.93%) Data Science
7 10 (14.93%) Machine Learning
8 9 (13.43%) Artificial Intelligence
8 9 (13.43%) Digital Marketing
8 9 (13.43%) Mentoring
8 9 (13.43%) SDLC
8 9 (13.43%) TDD
9 8 (11.94%) Business Development
9 8 (11.94%) Line Management
9 8 (11.94%) Neural Network
9 8 (11.94%) Programme Management
Programming Languages
1 49 (73.13%) Java
2 31 (46.27%) JavaScript
3 28 (41.79%) Python
4 25 (37.31%) C#
5 16 (23.88%) C++
6 15 (22.39%) TypeScript
7 14 (20.90%) SQL
8 13 (19.40%) Scala
9 12 (17.91%) R
10 1 (1.49%) T-SQL
10 1 (1.49%) VB
10 1 (1.49%) VBA
Qualifications
1 18 (26.87%) Degree
2 16 (23.88%) Computer Science Degree
3 15 (22.39%) Security Cleared
4 1 (1.49%) ISEB
4 1 (1.49%) ISTQB
Quality Assurance & Compliance
1 10 (14.93%) QA
System Software
1 15 (22.39%) Docker
Systems Management
1 15 (22.39%) Kubernetes
2 1 (1.49%) Oozie
Vendors
1 20 (29.85%) Microsoft
2 8 (11.94%) SAP
3 5 (7.46%) Informatica
4 4 (5.97%) Oracle
4 4 (5.97%) Tableau
5 3 (4.48%) Teradata
6 2 (2.99%) Talend