Period
to 23 September 2019

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 23 September 2019 with a comparison to the same period in the previous 2 years.

Apache Hadoop
South West > Bristol
6 months to
23 Sep 2019
Same period 2018 Same period 2017
Rank 95 112 176
Rank change year-on-year +17 +64 -32
Permanent jobs citing Hadoop 77 83 24
As % of all permanent IT jobs advertised in Bristol 2.28% 2.25% 0.64%
As % of the Database & Business Intelligence category 8.95% 7.37% 2.13%
Number of salaries quoted 56 76 20
Bristol median annual salary £53,700 £56,250 £45,000
Median salary % change year-on-year -4.53% +25.00% -28.00%
10th Percentile £47,500 £37,500 £38,097
90th Percentile £65,000 £82,500 £65,375
South West median annual salary £53,700 £47,500 £41,500
% change year-on-year +13.05% +14.46% -17.00%

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 860 1,126 1,126
As % of all permanent IT jobs advertised in Bristol 25.44% 30.52% 29.84%
Number of salaries quoted 736 1,003 985
Bristol median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +6.25%
10th Percentile £27,500 £28,750 £26,250
90th Percentile £62,500 £63,750 £67,100
South West median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -

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 23 September 2019.

Salary histogram for Hadoop in Bristol

For the 6 months to 23 September 2019, 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 58 (75.32%) Agile Software Development
2 45 (58.44%) Analytics
3 44 (57.14%) Tableau
3 44 (57.14%) Data Warehouse
4 43 (55.84%) Retail
4 43 (55.84%) Analytical Skills
5 42 (54.55%) Banking
5 42 (54.55%) SQL
6 37 (48.05%) Data Analysis
6 37 (48.05%) Decision-Making
7 31 (40.26%) Business Intelligence
8 29 (37.66%) Python
9 27 (35.06%) Big Data
9 27 (35.06%) AWS
10 25 (32.47%) Teradata
11 23 (29.87%) Storytelling
12 22 (28.57%) Data Science
13 21 (27.27%) Data Modelling
13 21 (27.27%) Machine Learning
13 21 (27.27%) R
14 19 (24.68%) Visualisation
14 19 (24.68%) Actionable Insight
14 19 (24.68%) Data Strategy
14 19 (24.68%) Apache Spark
14 19 (24.68%) HiveQL
14 19 (24.68%) Data Transformation
15 18 (23.38%) Data Visualisation
15 18 (23.38%) ETL
16 15 (19.48%) Java
16 15 (19.48%) Econometrics

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 19 (24.68%) Apache Spark
2 5 (6.49%) MQSeries
2 5 (6.49%) WebSphere
2 5 (6.49%) WebSphere Application Server
3 3 (3.90%) Apache
3 3 (3.90%) JBoss
3 3 (3.90%) Jetty
3 3 (3.90%) Tomcat
3 3 (3.90%) WebLogic
4 2 (2.60%) Luigi
4 2 (2.60%) Tornado
5 1 (1.30%) Elasticsearch
5 1 (1.30%) SAS
Applications
1 1 (1.30%) Microsoft Excel
1 1 (1.30%) Microsoft Office
1 1 (1.30%) Microsoft PowerPoint
Cloud Services
1 27 (35.06%) AWS
2 13 (16.88%) Azure
2 13 (16.88%) GitHub
3 7 (9.09%) GCP
3 7 (9.09%) Power Platform
4 5 (6.49%) Amazon EMR
5 4 (5.19%) Amazon S3
6 1 (1.30%) AWS Data Pipeline
Communications & Networking
1 7 (9.09%) Internet
Database & Business Intelligence
1 44 (57.14%) Data Warehouse
2 27 (35.06%) Big Data
3 12 (15.58%) NoSQL
4 9 (11.69%) Apache Hive
5 8 (10.39%) Amazon Redshift
6 7 (9.09%) Apache Cassandra
6 7 (9.09%) BigQuery
6 7 (9.09%) PostgreSQL
6 7 (9.09%) Power BI
6 7 (9.09%) Relational Database
7 6 (7.79%) Oracle Database
8 5 (6.49%) Amazon Athena
8 5 (6.49%) IBM InfoSphere
8 5 (6.49%) RDBMS
9 4 (5.19%) MongoDB
9 4 (5.19%) Redis
10 3 (3.90%) Couchbase
10 3 (3.90%) Riak
10 3 (3.90%) SQL Server Integration Services
11 2 (2.60%) Pentaho
Development Applications
1 6 (7.79%) Jenkins
1 6 (7.79%) Maven
2 5 (6.49%) Ant
2 5 (6.49%) ClearCase
2 5 (6.49%) IBM UrbanCode
2 5 (6.49%) JIRA
2 5 (6.49%) PVCS
2 5 (6.49%) Selenium
2 5 (6.49%) SonarQube
2 5 (6.49%) TeamCity
3 1 (1.30%) Sonatype Nexus
General
1 43 (55.84%) Retail
2 42 (54.55%) Banking
3 7 (9.09%) Electronics
4 6 (7.79%) Finance
5 3 (3.90%) Law
6 1 (1.30%) Financial Institution
6 1 (1.30%) Telecoms
Job Titles
1 29 (37.66%) Data Engineer
2 15 (19.48%) Analytics Manager
2 15 (19.48%) Insight Manager
3 11 (14.29%) Developer
4 8 (10.39%) Analyst
5 7 (9.09%) Cloud Engineer
6 6 (7.79%) Technical Leader
7 5 (6.49%) Business Intelligence Manager
7 5 (6.49%) Business Manager
7 5 (6.49%) Data Analyst
7 5 (6.49%) Data Warehouse Analyst
7 5 (6.49%) DevOps Engineer
7 5 (6.49%) Platform Manager
8 3 (3.90%) Insight Analyst
8 3 (3.90%) Java Developer
8 3 (3.90%) Python Developer
8 3 (3.90%) Scala Developer
8 3 (3.90%) Senior Analyst
8 3 (3.90%) Senior Insight Analyst
9 2 (2.60%) Senior Python Developer
Libraries, Frameworks & Software Standards
1 6 (7.79%) Kafka
2 5 (6.49%) Apache Flex
2 5 (6.49%) WebSphere MQ
3 3 (3.90%) Hibernate
3 3 (3.90%) HTML
3 3 (3.90%) HTML5
3 3 (3.90%) JPA
3 3 (3.90%) Spring
4 2 (2.60%) AngularJS
4 2 (2.60%) Celery
4 2 (2.60%) Flask
4 2 (2.60%) Pandas
4 2 (2.60%) SQLAlchemy
5 1 (1.30%) D3.js
5 1 (1.30%) Elastic Stack
5 1 (1.30%) Web Services
Miscellaneous
1 43 (55.84%) Analytical Skills
2 5 (6.49%) Mainframe
3 4 (5.19%) Analytical Mindset
4 1 (1.30%) Algorithms
Operating Systems
1 7 (9.09%) Linux
2 5 (6.49%) zOS
3 4 (5.19%) Unix
Processes & Methodologies
1 58 (75.32%) Agile Software Development
2 45 (58.44%) Analytics
3 37 (48.05%) Data Analysis
3 37 (48.05%) Decision-Making
4 31 (40.26%) Business Intelligence
5 23 (29.87%) Storytelling
6 22 (28.57%) Data Science
7 21 (27.27%) Data Modelling
7 21 (27.27%) Machine Learning
8 19 (24.68%) Actionable Insight
8 19 (24.68%) Data Strategy
8 19 (24.68%) Data Transformation
8 19 (24.68%) Visualisation
9 18 (23.38%) Data Visualisation
9 18 (23.38%) ETL
10 15 (19.48%) Decision Tree
10 15 (19.48%) Econometrics
11 10 (12.99%) SDLC
11 10 (12.99%) Software Engineering
12 8 (10.39%) Open Source
Programming Languages
1 42 (54.55%) SQL
2 29 (37.66%) Python
3 21 (27.27%) R
4 19 (24.68%) HiveQL
5 15 (19.48%) Java
6 11 (14.29%) Scala
7 9 (11.69%) JavaScript
8 4 (5.19%) Perl
Qualifications
1 1 (1.30%) Degree
Quality Assurance & Compliance
1 3 (3.90%) QA
System Software
1 7 (9.09%) Docker
2 1 (1.30%) HDFS
Systems Management
1 2 (2.60%) Kubernetes
2 1 (1.30%) Hadoop YARN
Vendors
1 44 (57.14%) Tableau
2 25 (32.47%) Teradata
3 12 (15.58%) Oracle
4 7 (9.09%) Informatica
5 5 (6.49%) IBM
6 1 (1.30%) Hortonworks
6 1 (1.30%) Microsoft