Period
to 28 May 2020

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 28 May 2020 with a comparison to the same period in the previous 2 years.

Apache Hadoop
South West > Bristol
6 months to
28 May 2020
Same period 2019 Same period 2018
Rank 115 124 128
Rank change year-on-year +9 +4 +23
Permanent jobs citing Hadoop 14 63 75
As % of all permanent jobs advertised in Bristol 0.74% 1.83% 1.97%
As % of the Database & Business Intelligence category 3.24% 7.29% 6.22%
Number of salaries quoted 6 53 64
Median annual salary £48,750 £53,700 £50,000
Median salary % change year-on-year -9.22% +7.40% -9.09%
10th Percentile £40,750 £40,000 £38,750
90th Percentile £55,750 £74,190 £77,500
South West median annual salary £57,500 £55,000 £50,000
% change year-on-year +4.55% +10.00% +6.38%

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 432 864 1,206
As % of all permanent IT jobs advertised in Bristol 22.75% 25.04% 31.61%
Number of salaries quoted 372 720 1,065
Median annual salary £45,000 £45,000 £45,000
10th Percentile £29,750 £26,750 £30,000
90th Percentile £60,000 £67,000 £65,000
South West median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +6.25%

Hadoop
Job Vacancy Trend in Bristol

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

Job vacancy trend for Hadoop in Bristol

Hadoop
Salary Trend in Bristol

3-month moving average salary quoted in jobs citing Hadoop in Bristol.

Salary trend for Hadoop in Bristol

Hadoop
Salary Histogram in Bristol

Salary distribution for jobs citing Hadoop in Bristol over the 6 months to 28 May 2020.

Salary histogram for Hadoop in Bristol

For the 6 months to 28 May 2020, 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 12 (85.71%) Big Data
1 12 (85.71%) Apache Spark
2 11 (78.57%) Python
3 10 (71.43%) SQL
4 9 (64.29%) Analytics
4 9 (64.29%) HBase
4 9 (64.29%) Machine Learning
4 9 (64.29%) R
5 8 (57.14%) MongoDB
5 8 (57.14%) Apache Cassandra
5 8 (57.14%) Data Analytics
5 8 (57.14%) SQL Server
5 8 (57.14%) Artificial Intelligence
5 8 (57.14%) Azure
6 7 (50.00%) SC Cleared
6 7 (50.00%) Security Cleared
6 7 (50.00%) Perl
6 7 (50.00%) Business Intelligence
6 7 (50.00%) Microsoft
6 7 (50.00%) Aerospace
6 7 (50.00%) Business Analytics
6 7 (50.00%) Docker
6 7 (50.00%) Splunk
6 7 (50.00%) SQL Server 2016
6 7 (50.00%) SQL Server 2017
6 7 (50.00%) KNIME
7 4 (28.57%) Scala
7 4 (28.57%) Software Engineering
7 4 (28.57%) Degree
8 3 (21.43%) Finance

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 12 (85.71%) Apache Spark
2 2 (14.29%) Apache
Cloud Services
1 8 (57.14%) Azure
2 2 (14.29%) AWS
3 1 (7.14%) Amazon EMR
3 1 (7.14%) Cloud Computing
3 1 (7.14%) GCP
3 1 (7.14%) Power Platform
Database & Business Intelligence
1 12 (85.71%) Big Data
2 9 (64.29%) HBase
3 8 (57.14%) Apache Cassandra
3 8 (57.14%) MongoDB
3 8 (57.14%) SQL Server
4 7 (50.00%) KNIME
4 7 (50.00%) SQL Server 2016
4 7 (50.00%) SQL Server 2017
5 3 (21.43%) Apache Hive
6 2 (14.29%) Amazon Redshift
7 1 (7.14%) Amazon Aurora
7 1 (7.14%) Apache Ignite
7 1 (7.14%) BigQuery
7 1 (7.14%) Data Mining
7 1 (7.14%) Electronic Patient Records
7 1 (7.14%) Flink
7 1 (7.14%) MySQL
7 1 (7.14%) Power BI
7 1 (7.14%) SQL Server Integration Services
Development Applications
1 2 (14.29%) Jenkins
2 1 (7.14%) Git (software)
2 1 (7.14%) IBM UrbanCode
2 1 (7.14%) Maven
2 1 (7.14%) Sonatype Nexus
General
1 7 (50.00%) Aerospace
2 3 (21.43%) Finance
3 1 (7.14%) Games
3 1 (7.14%) Marketing
3 1 (7.14%) Public Sector
Job Titles
1 10 (71.43%) Data Engineer
2 2 (14.29%) Big Data Engineer
3 1 (7.14%) Administrator
3 1 (7.14%) Architect
3 1 (7.14%) Consultant
3 1 (7.14%) Data Scientist
3 1 (7.14%) DBA
3 1 (7.14%) Developer
3 1 (7.14%) Lead Architect
3 1 (7.14%) Lead Software Architect
3 1 (7.14%) Lead Solutions Architect
3 1 (7.14%) Python Developer
3 1 (7.14%) Senior Developer
3 1 (7.14%) Senior Python Developer
3 1 (7.14%) Software Consultant
3 1 (7.14%) Solutions Architect
3 1 (7.14%) Solutions Consultant
Libraries, Frameworks & Software Standards
1 3 (21.43%) Kafka
2 1 (7.14%) AngularJS
2 1 (7.14%) Apache NiFi
2 1 (7.14%) D3.js
2 1 (7.14%) Django
2 1 (7.14%) KnockoutJS
2 1 (7.14%) NumPy
2 1 (7.14%) Pandas
2 1 (7.14%) RabbitMQ
2 1 (7.14%) React
2 1 (7.14%) Samza
2 1 (7.14%) Shiny
Miscellaneous
1 1 (7.14%) Algorithms
1 1 (7.14%) Blog
1 1 (7.14%) Management Information System
1 1 (7.14%) NHS
1 1 (7.14%) User Experience
Operating Systems
1 1 (7.14%) Linux
1 1 (7.14%) Windows
Processes & Methodologies
1 9 (64.29%) Analytics
1 9 (64.29%) Machine Learning
2 8 (57.14%) Artificial Intelligence
2 8 (57.14%) Data Analytics
3 7 (50.00%) Business Analytics
3 7 (50.00%) Business Intelligence
4 4 (28.57%) Software Engineering
5 3 (21.43%) Agile Software Development
6 2 (14.29%) Computer Science
6 2 (14.29%) Continuous Integration
6 2 (14.29%) Visualisation
7 1 (7.14%) Capacity Planning
7 1 (7.14%) Digital Marketing
7 1 (7.14%) Economics
7 1 (7.14%) Mathematics
7 1 (7.14%) Predictive Modelling
7 1 (7.14%) Psychology
7 1 (7.14%) Statistics
7 1 (7.14%) TDD
7 1 (7.14%) Use Case
Programming Languages
1 11 (78.57%) Python
2 10 (71.43%) SQL
3 9 (64.29%) R
4 7 (50.00%) Perl
5 4 (28.57%) Scala
6 3 (21.43%) Java
7 1 (7.14%) Bash Shell
7 1 (7.14%) C
7 1 (7.14%) C#
7 1 (7.14%) T-SQL
Qualifications
1 7 (50.00%) SC Cleared
1 7 (50.00%) Security Cleared
2 4 (28.57%) Degree
3 2 (14.29%) Computer Science Degree
4 1 (7.14%) HND
4 1 (7.14%) PhD
System Software
1 7 (50.00%) Docker
2 1 (7.14%) HDFS
Systems Management
1 1 (7.14%) Hadoop YARN
Vendors
1 7 (50.00%) Microsoft
1 7 (50.00%) Splunk
2 2 (14.29%) Hortonworks
3 1 (7.14%) Cloudera
3 1 (7.14%) Google
3 1 (7.14%) Informatica
3 1 (7.14%) Oracle
3 1 (7.14%) Talend