Period
to 19 September 2019

The following table provides summary statistics for permanent job vacancies advertised in the South West 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 19 September 2019 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > South West
6 months to
19 Sep 2019
Same period 2018 Same period 2017
Rank 129 185 211
Rank change year-on-year +56 +26 -78
Permanent jobs citing Hadoop 247 162 139
As % of all permanent IT jobs advertised in the South West 2.46% 1.56% 1.36%
As % of the Database & Business Intelligence category 8.79% 5.29% 4.30%
Number of salaries quoted 179 147 121
South West median annual salary £55,000 £47,500 £41,000
Median salary % change year-on-year +15.79% +15.85% -18.00%
10th Percentile £40,000 £37,500 £31,000
90th Percentile £75,000 £83,000 £62,500
England median annual salary £70,000 £70,000 £62,500
% change year-on-year - +12.00% -

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 the South West with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
South West
Permanent vacancies with a requirement for database or business intelligence skills 2,811 3,065 3,235
As % of all permanent IT jobs advertised in the South West 28.05% 29.53% 31.57%
Number of salaries quoted 2,293 2,670 2,786
South West median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £28,050 £27,500 £26,250
90th Percentile £65,000 £63,750 £61,250
England median annual salary £52,500 £50,000 £48,500
% change year-on-year +5.00% +3.09% +2.11%

Hadoop
Job Vacancy Trend in the South West

Job postings citing Hadoop as a percentage of all IT jobs advertised in the South West.

Job vacancy trend for Hadoop in the South West

Hadoop
Salary Trend in the South West

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

Salary trend for Hadoop in the South West

Hadoop
Salary Histogram in the South West

The salary distribution of IT jobs citing Hadoop in the South West over the 6 months to 19 September 2019.

Salary histogram for Hadoop in the South West

Hadoop
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the South West region over the 6 months to 19 September 2019. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Bristol +17 81 £53,700 -6.61% 5
Wiltshire +47 80 £62,138 -19.82% 3
Gloucestershire -6 53 £52,500 +10.53% 11
Dorset +17 14 £47,500 - 1
Somerset +1 13 £46,500 +8.10% 1
Devon -8 5 £52,500 +10.53%
Hadoop
England

For the 6 months to 19 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 South West region with a requirement for Hadoop.

1 158 (63.97%) Agile Software Development
2 148 (59.92%) Big Data
3 147 (59.51%) Python
4 120 (48.58%) Analytics
5 113 (45.75%) Apache Spark
6 106 (42.91%) Data Warehouse
7 92 (37.25%) SQL
8 89 (36.03%) Analytical Skills
9 88 (35.63%) Teradata
10 81 (32.79%) Java
10 81 (32.79%) ETL
11 79 (31.98%) Apache Hive
12 77 (31.17%) R
13 74 (29.96%) Scala
14 72 (29.15%) Retail
15 67 (27.13%) Data Science
16 59 (23.89%) DevOps
16 59 (23.89%) Data Analysis
17 57 (23.08%) Visualisation
18 56 (22.67%) Tableau
19 55 (22.27%) Data Lake
19 55 (22.27%) Informatica
20 53 (21.46%) Machine Learning
21 52 (21.05%) Decision-Making
21 52 (21.05%) Finance
21 52 (21.05%) Software Engineering
22 50 (20.24%) AWS
23 49 (19.84%) Business Intelligence
24 48 (19.43%) Banking
24 48 (19.43%) Docker

Hadoop
Co-occurring IT Skills in the South West 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
1 113 (45.75%) Apache Spark
2 19 (7.69%) JBoss
3 17 (6.88%) Elasticsearch
4 13 (5.26%) Apache Pig
5 12 (4.86%) SAS
6 8 (3.24%) WebSphere
7 6 (2.43%) WebLogic
8 5 (2.02%) MQSeries
8 5 (2.02%) WebSphere Application Server
9 3 (1.21%) Apache
9 3 (1.21%) Jetty
9 3 (1.21%) Tomcat
10 2 (0.81%) Confluence
10 2 (0.81%) Luigi
10 2 (0.81%) Tornado
Applications
1 1 (0.40%) Microsoft Excel
1 1 (0.40%) Microsoft Office
1 1 (0.40%) Microsoft PowerPoint
Cloud Services
1 50 (20.24%) AWS
2 24 (9.72%) Azure
3 20 (8.10%) GCP
4 15 (6.07%) Power Platform
5 13 (5.26%) GitHub
6 6 (2.43%) Amazon EMR
7 5 (2.02%) Amazon S3
8 3 (1.21%) AWS Data Pipeline
8 3 (1.21%) Quay.io
9 2 (0.81%) Azure Data Factory
9 2 (0.81%) Google Analytics
10 1 (0.40%) Azure Machine Learning
10 1 (0.40%) OpenShift
Communications & Networking
1 7 (2.83%) Internet
2 3 (1.21%) TCP/IP
3 2 (0.81%) Kerberos
3 2 (0.81%) SSL
4 1 (0.40%) HTTP
4 1 (0.40%) SSH
Database & Business Intelligence
1 148 (59.92%) Big Data
2 106 (42.91%) Data Warehouse
3 79 (31.98%) Apache Hive
4 55 (22.27%) Data Lake
5 31 (12.55%) NoSQL
6 27 (10.93%) MongoDB
7 24 (9.72%) DataStage
8 20 (8.10%) Relational Database
9 19 (7.69%) Amazon Redshift
10 18 (7.29%) BigQuery
11 17 (6.88%) Apache Cassandra
11 17 (6.88%) SQL Server
12 16 (6.48%) MySQL
13 15 (6.07%) Power BI
14 14 (5.67%) Data Mining
15 13 (5.26%) SQL Server Integration Services
15 13 (5.26%) Text Mining
16 12 (4.86%) PostgreSQL
17 10 (4.05%) SQL Server Reporting Services
18 9 (3.64%) RDBMS
Development Applications
1 40 (16.19%) Jenkins
2 37 (14.98%) Cucumber
3 29 (11.74%) Selenium
4 22 (8.91%) JIRA
5 16 (6.48%) Git (software)
6 15 (6.07%) Team Foundation Server
7 8 (3.24%) HP UFT
8 7 (2.83%) Maven
9 6 (2.43%) JMeter
9 6 (2.43%) SoapUI
9 6 (2.43%) SpecFlow
9 6 (2.43%) Visual Studio
10 5 (2.02%) Ant
10 5 (2.02%) ClearCase
10 5 (2.02%) Eclipse
10 5 (2.02%) IBM UrbanCode
10 5 (2.02%) PVCS
10 5 (2.02%) SonarQube
10 5 (2.02%) TeamCity
11 4 (1.62%) Atlassian Bamboo
General
1 72 (29.15%) Retail
2 52 (21.05%) Finance
3 48 (19.43%) Banking
4 8 (3.24%) Electronics
5 5 (2.02%) Automotive
6 3 (1.21%) Law
7 2 (0.81%) Telecoms
8 1 (0.40%) Financial Institution
8 1 (0.40%) Games
8 1 (0.40%) Manufacturing
8 1 (0.40%) Marketing
8 1 (0.40%) Public Sector
Job Titles
1 90 (36.44%) Data Engineer
2 39 (15.79%) Developer
3 23 (9.31%) Data Scientist
3 23 (9.31%) Senior Data Engineer
4 22 (8.91%) Software Engineer
5 18 (7.29%) Big Data Engineer
6 17 (6.88%) DevOps Engineer
7 16 (6.48%) Analytics Manager
7 16 (6.48%) Insight Manager
8 15 (6.07%) Java Developer
9 13 (5.26%) Software Developer
10 11 (4.45%) Analyst
10 11 (4.45%) Cloud Engineer
10 11 (4.45%) Java Engineer
10 11 (4.45%) Java Software Engineer
10 11 (4.45%) Test Engineer
11 10 (4.05%) Developer/Software Engineer
11 10 (4.05%) Senior Developer
12 8 (3.24%) Automation Engineer
12 8 (3.24%) Senior DevOps
Libraries, Frameworks & Software Standards
1 30 (12.15%) Kafka
2 28 (11.34%) Node.js
3 23 (9.31%) Spring
4 22 (8.91%) AngularJS
5 21 (8.50%) Java EE
6 20 (8.10%) React
7 18 (7.29%) Hibernate
8 15 (6.07%) EJB
9 12 (4.86%) HTML
10 11 (4.45%) PySpark
11 10 (4.05%) Web Services
12 9 (3.64%) Apache NiFi
12 9 (3.64%) CSS
12 9 (3.64%) HTML5
13 8 (3.24%) Velocity
14 7 (2.83%) JPA
14 7 (2.83%) Natural Language Processing
15 6 (2.43%) CSS3
15 6 (2.43%) RabbitMQ
15 6 (2.43%) Samza
Miscellaneous
1 89 (36.03%) Analytical Skills
2 23 (9.31%) Algorithms
3 21 (8.50%) Data Structures
4 16 (6.48%) Management Information System
5 13 (5.26%) Social Media
6 5 (2.02%) Mainframe
7 4 (1.62%) Analytical Mindset
7 4 (1.62%) Clustering
7 4 (1.62%) Data Protection Act
7 4 (1.62%) Hybrid Cloud
8 3 (1.21%) Greenfield Project
9 2 (0.81%) Cybercrime
9 2 (0.81%) Wiki
10 1 (0.40%) Derivative
10 1 (0.40%) Linux Command Line
10 1 (0.40%) PMI
Operating Systems
1 41 (16.60%) Linux
2 20 (8.10%) Unix
3 7 (2.83%) Red Hat Enterprise Linux
4 5 (2.02%) zOS
5 3 (1.21%) Android
5 3 (1.21%) Windows
6 2 (0.81%) Apple iOS
6 2 (0.81%) CentOS
6 2 (0.81%) Mac OS X
6 2 (0.81%) SUSE Linux Enterprise Server
Processes & Methodologies
1 158 (63.97%) Agile Software Development
2 120 (48.58%) Analytics
3 81 (32.79%) ETL
4 67 (27.13%) Data Science
5 59 (23.89%) Data Analysis
5 59 (23.89%) DevOps
6 57 (23.08%) Visualisation
7 53 (21.46%) Machine Learning
8 52 (21.05%) Decision-Making
8 52 (21.05%) Software Engineering
9 49 (19.84%) Business Intelligence
10 47 (19.03%) Open Source
11 43 (17.41%) Data Engineering
12 38 (15.38%) Data Strategy
13 34 (13.77%) Data Modelling
14 32 (12.96%) Scrum
14 32 (12.96%) Test Automation
15 31 (12.55%) Storytelling
16 30 (12.15%) Mathematics
17 28 (11.34%) SDLC
Programming Languages
1 147 (59.51%) Python
2 92 (37.25%) SQL
3 81 (32.79%) Java
4 77 (31.17%) R
5 74 (29.96%) Scala
6 36 (14.57%) JavaScript
7 33 (13.36%) C
8 23 (9.31%) C++
9 22 (8.91%) C#
10 20 (8.10%) HiveQL
10 20 (8.10%) Ruby
11 13 (5.26%) Go
11 13 (5.26%) Java 8
12 8 (3.24%) Perl
13 4 (1.62%) Bash Shell
14 2 (0.81%) Objective-C
14 2 (0.81%) PowerShell
14 2 (0.81%) Shell Script
15 1 (0.40%) Groovy
15 1 (0.40%) Jython
Qualifications
1 34 (13.77%) Security Cleared
2 33 (13.36%) Degree
3 17 (6.88%) DV Cleared
4 14 (5.67%) SC Cleared
5 7 (2.83%) PhD
6 3 (1.21%) Computer Science Degree
7 1 (0.40%) MCSD
7 1 (0.40%) Microsoft Certification
7 1 (0.40%) PMI Certification
Quality Assurance & Compliance
1 4 (1.62%) ISO/IEC 27001
2 3 (1.21%) QA
3 1 (0.40%) Data Quality
System Software
1 48 (19.43%) Docker
2 8 (3.24%) HDFS
3 3 (1.21%) Apache ZooKeeper
4 2 (0.81%) Apache Flume
4 2 (0.81%) vSphere
Systems Management
1 20 (8.10%) Ansible
2 15 (6.07%) Kubernetes
3 5 (2.02%) Hadoop YARN
3 5 (2.02%) Puppet
4 4 (1.62%) Ambari
4 4 (1.62%) Docker Swarm
5 3 (1.21%) Kibana
5 3 (1.21%) logstash
5 3 (1.21%) Opscode Chef
5 3 (1.21%) Prometheus
6 2 (0.81%) Chukwa
6 2 (0.81%) Salt
Vendors
1 88 (35.63%) Teradata
2 56 (22.67%) Tableau
3 55 (22.27%) Informatica
4 42 (17.00%) Oracle
5 24 (9.72%) Ab Initio
6 20 (8.10%) Hortonworks
7 15 (6.07%) Microsoft
8 13 (5.26%) Netezza
9 12 (4.86%) Atlassian
9 12 (4.86%) Cloudera
10 10 (4.05%) Google
11 9 (3.64%) Talend
12 6 (2.43%) IBM
12 6 (2.43%) Red Hat
13 5 (2.02%) MapR
14 4 (1.62%) Apple
15 2 (0.81%) SAP
16 1 (0.40%) Ariba
16 1 (0.40%) EXASOL
16 1 (0.40%) Greenplum