Period
to 4 June 2020

The following table provides summary statistics for permanent job vacancies advertised in the South East 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 4 June 2020 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > South East
6 months to
4 Jun 2020
Same period 2019 Same period 2018
Rank 227 239 245
Rank change year-on-year +12 +6 -17
Permanent jobs citing Hadoop 181 304 383
As % of all permanent jobs advertised in the South East 1.15% 1.17% 1.27%
As % of the Database & Business Intelligence category 4.47% 4.31% 4.23%
Number of salaries quoted 131 220 296
Median annual salary £65,000 £57,500 £58,000
Median salary % change year-on-year +13.04% -0.86% +0.87%
10th Percentile £38,750 £35,000 £31,875
90th Percentile £85,000 £77,500 £85,000
England median annual salary £72,500 £70,000 £67,500
% change year-on-year +3.57% +3.70% +3.85%

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 East with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
South East
Permanent vacancies with a requirement for database or business intelligence skills 4,048 7,061 9,047
As % of all permanent IT jobs advertised in the South East 25.78% 27.21% 29.96%
Number of salaries quoted 3,306 5,919 7,725
Median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £31,250 £29,750 £28,750
90th Percentile £76,250 £73,350 £67,500
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +5.26%

Hadoop
Job Vacancy Trend in the South East

Job postings citing Hadoop as a proportion of all IT jobs advertised in the South East.

Job vacancy trend for Hadoop in the South East

Hadoop
Salary Trend in the South East

3-month moving average salary quoted in jobs citing Hadoop in the South East.

Salary trend for Hadoop in the South East

Hadoop
Salary Histogram in the South East

Salary distribution for jobs citing Hadoop in the South East over the 6 months to 4 June 2020.

Salary histogram for Hadoop in the South East

Hadoop
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the South East region over the 6 months to 4 June 2020. 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
Hampshire +25 85 £60,000 +20.00% 7
Thames Valley +49 62 £60,000 +5.26% 1
Berkshire +47 49 £60,000 +3.45% 1
East Sussex +16 17 £67,500 -3.57% 2
West Sussex +38 13 £77,500 +40.91%
Buckinghamshire +36 12 £66,000 +39.68%
Surrey +20 2 £57,500 -4.17% 2
Kent +30 1 £45,000 -
Oxfordshire +15 1 £85,000 +70.00%
Hadoop
England

For the 6 months to 4 June 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 South East region with a requirement for Hadoop.

1 123 (67.96%) Big Data
2 111 (61.33%) Apache Spark
3 99 (54.70%) Java
4 79 (43.65%) Python
5 65 (35.91%) SQL
6 64 (35.36%) NoSQL
7 56 (30.94%) Analytics
8 54 (29.83%) MongoDB
9 53 (29.28%) Agile Software Development
10 50 (27.62%) AWS
10 50 (27.62%) Kafka
11 48 (26.52%) Machine Learning
12 46 (25.41%) Docker
13 43 (23.76%) Microservices
13 43 (23.76%) Data Analytics
14 42 (23.20%) Azure
14 42 (23.20%) Degree
14 42 (23.20%) Linux
15 40 (22.10%) Data Warehouse
15 40 (22.10%) DevOps
16 39 (21.55%) Kubernetes
17 35 (19.34%) Security Cleared
18 34 (18.78%) SC Cleared
18 34 (18.78%) Apache
19 32 (17.68%) Business Intelligence
19 32 (17.68%) Finance
20 30 (16.57%) C#
21 29 (16.02%) C++
21 29 (16.02%) PostgreSQL
22 28 (15.47%) ETL

Hadoop
Co-occurring IT Skills in the South East 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
1 111 (61.33%) Apache Spark
2 34 (18.78%) Apache
3 26 (14.36%) Elasticsearch
4 15 (8.29%) Apache Solr
5 9 (4.97%) Jupyter
6 8 (4.42%) Oracle Coherence
7 6 (3.31%) Apache Pig
8 5 (2.76%) Tomcat
9 4 (2.21%) Cloud Foundry
10 3 (1.66%) SAS
11 2 (1.10%) Pachyderm
12 1 (0.55%) Apache Airflow
12 1 (0.55%) Confluence
12 1 (0.55%) Oracle SOA Suite
Applications
1 4 (2.21%) Microsoft Excel
2 1 (0.55%) Microsoft Office
Business Applications
1 5 (2.76%) SAP CRM
1 5 (2.76%) SAP ERP
1 5 (2.76%) SAP IS-U
Cloud Services
1 50 (27.62%) AWS
2 42 (23.20%) Azure
3 20 (11.05%) Power Platform
4 19 (10.50%) OpenShift
5 10 (5.52%) Azure Data Factory
6 6 (3.31%) Cortana Intelligence Suite
7 5 (2.76%) Amazon EC2
7 5 (2.76%) Cloud Computing
7 5 (2.76%) Serverless
8 4 (2.21%) Amazon Kinesis
8 4 (2.21%) Azure Machine Learning
8 4 (2.21%) GCP
9 3 (1.66%) Adobe Creative Cloud
10 1 (0.55%) Amazon EMR
10 1 (0.55%) AWS Lambda
10 1 (0.55%) GitHub
10 1 (0.55%) Google Sheets
10 1 (0.55%) SaaS
10 1 (0.55%) Tricentis Tosca
Communications & Networking
1 9 (4.97%) TCP/IP
1 9 (4.97%) ZigBee
2 7 (3.87%) HTTP
3 6 (3.31%) DNS
3 6 (3.31%) SSL
4 2 (1.10%) Modbus
4 2 (1.10%) MQTT
4 2 (1.10%) Profibus
4 2 (1.10%) RS-232
4 2 (1.10%) RS-485
5 1 (0.55%) 5G
5 1 (0.55%) Firewall
5 1 (0.55%) Network Security
5 1 (0.55%) SSH
Database & Business Intelligence
1 123 (67.96%) Big Data
2 64 (35.36%) NoSQL
3 54 (29.83%) MongoDB
4 40 (22.10%) Data Warehouse
5 29 (16.02%) PostgreSQL
6 28 (15.47%) Apache Cassandra
7 26 (14.36%) SQL Server
8 22 (12.15%) Relational Database
9 21 (11.60%) Apache Hive
10 20 (11.05%) OLTP
10 20 (11.05%) Power BI
11 18 (9.94%) InterSystems Cache
11 18 (9.94%) Neo4j
12 16 (8.84%) HBase
13 14 (7.73%) Cosmos DB
14 13 (7.18%) Data Lake
14 13 (7.18%) DB2
15 12 (6.63%) Amazon Redshift
15 12 (6.63%) MySQL
16 11 (6.08%) Apache Accumulo
Development Applications
1 15 (8.29%) Jenkins
2 9 (4.97%) Git (software)
3 5 (2.76%) TeamCity
4 4 (2.21%) Octopus Deploy
5 2 (1.10%) JUnit
5 2 (1.10%) Maven
5 2 (1.10%) Selenium
5 2 (1.10%) Sonatype Nexus
5 2 (1.10%) Subversion
5 2 (1.10%) Visual Studio
6 1 (0.55%) Atlassian Bamboo
6 1 (0.55%) Cucumber
6 1 (0.55%) Gradle
6 1 (0.55%) JIRA
6 1 (0.55%) Robot Framework
6 1 (0.55%) SoapUI
6 1 (0.55%) SOAtest
6 1 (0.55%) SpecFlow
6 1 (0.55%) WebDriver
General
1 32 (17.68%) Finance
2 18 (9.94%) Public Sector
3 16 (8.84%) Banking
3 16 (8.84%) Marketing
4 11 (6.08%) Telecoms
5 7 (3.87%) Aerospace
6 5 (2.76%) Retail
7 2 (1.10%) Electronics
7 2 (1.10%) Manufacturing
8 1 (0.55%) Financial Institution
8 1 (0.55%) Pharmaceutical
Job Titles
1 59 (32.60%) Developer
2 29 (16.02%) Java Developer
3 28 (15.47%) Architect
4 25 (13.81%) Data Engineer
5 19 (10.50%) Senior Developer
6 18 (9.94%) QA Engineer
7 17 (9.39%) Data Architect
8 16 (8.84%) Senior Java Developer
9 13 (7.18%) Analyst
10 12 (6.63%) Big Data Analyst
11 11 (6.08%) Software Developer
12 10 (5.52%) Data Analyst
13 9 (4.97%) Automation Engineer
13 9 (4.97%) Big Data Engineer
13 9 (4.97%) Data Scientist
13 9 (4.97%) QA Automation Engineer
14 8 (4.42%) Database Architect
14 8 (4.42%) Enterprise Data Architect
14 8 (4.42%) Software Engineer
14 8 (4.42%) Strategy Architect
Libraries, Frameworks & Software Standards
1 50 (27.62%) Kafka
2 20 (11.05%) Spring
3 18 (9.94%) .NET
4 16 (8.84%) Spring Boot
5 11 (6.08%) Apache NiFi
6 9 (4.97%) J2EE
6 9 (4.97%) Natural Language Processing
6 9 (4.97%) REST
7 8 (4.42%) Elastic Stack
7 8 (4.42%) NumPy
7 8 (4.42%) Pandas
7 8 (4.42%) scikit-learn
7 8 (4.42%) SciPy
8 7 (3.87%) HTML
9 6 (3.31%) ASP.NET
9 6 (3.31%) CSS
9 6 (3.31%) HTML5
9 6 (3.31%) RabbitMQ
10 5 (2.76%) AngularJS
10 5 (2.76%) Node.js
Miscellaneous
1 19 (10.50%) Analytical Skills
2 16 (8.84%) Greenfield Project
3 9 (4.97%) Smart Energy
3 9 (4.97%) Smart Meter
4 8 (4.42%) Reinsurance
5 6 (3.31%) Algorithms
5 6 (3.31%) Video on Demand
6 5 (2.76%) Analytical Mindset
6 5 (2.76%) PKI
7 4 (2.21%) Cybercrime
8 1 (0.55%) BBC
8 1 (0.55%) Linux Command Line
8 1 (0.55%) Management Information System
8 1 (0.55%) Self-Motivation
8 1 (0.55%) User Experience
8 1 (0.55%) Video Conferencing
Operating Systems
1 42 (23.20%) Linux
2 14 (7.73%) Windows
3 11 (6.08%) Unix
4 5 (2.76%) Red Hat Enterprise Linux
5 2 (1.10%) CentOS
6 1 (0.55%) Debian
6 1 (0.55%) Ubuntu
Processes & Methodologies
1 56 (30.94%) Analytics
2 53 (29.28%) Agile Software Development
3 48 (26.52%) Machine Learning
4 43 (23.76%) Data Analytics
4 43 (23.76%) Microservices
5 40 (22.10%) DevOps
6 32 (17.68%) Business Intelligence
7 28 (15.47%) Data Modelling
7 28 (15.47%) ETL
8 22 (12.15%) Data Science
9 21 (11.60%) Artificial Intelligence
10 20 (11.05%) Test Automation
11 17 (9.39%) Software Engineering
11 17 (9.39%) Technical Leadership
12 16 (8.84%) Fintech
13 15 (8.29%) Visualisation
14 13 (7.18%) Business Analytics
14 13 (7.18%) Data Analysis
14 13 (7.18%) Scaled Agile Framework
14 13 (7.18%) Test Strategy
Programming Languages
1 99 (54.70%) Java
2 79 (43.65%) Python
3 65 (35.91%) SQL
4 30 (16.57%) C#
5 29 (16.02%) C++
6 27 (14.92%) R
7 26 (14.36%) Bash Shell
7 26 (14.36%) JavaScript
8 23 (12.71%) Scala
9 14 (7.73%) Korn
10 12 (6.63%) MATLAB
10 12 (6.63%) Perl
11 7 (3.87%) Shell Script
12 6 (3.31%) C
13 5 (2.76%) AWK
13 5 (2.76%) sed
14 4 (2.21%) Java 8
15 2 (1.10%) PL/SQL
16 1 (0.55%) Go
16 1 (0.55%) Ruby
Qualifications
1 42 (23.20%) Degree
2 35 (19.34%) Security Cleared
3 34 (18.78%) SC Cleared
4 17 (9.39%) DV Cleared
5 8 (4.42%) TOGAF Certification
6 6 (3.31%) Computer Science Degree
7 5 (2.76%) Numerate Degree
8 2 (1.10%) PhD
9 1 (0.55%) ISTQB
9 1 (0.55%) Master's Degree
Quality Assurance & Compliance
1 19 (10.50%) QA
2 6 (3.31%) Data Quality
System Software
1 46 (25.41%) Docker
2 12 (6.63%) Apache ZooKeeper
2 12 (6.63%) HDFS
3 4 (2.21%) Hyper-V
3 4 (2.21%) VMware Infrastructure
4 2 (1.10%) Microsoft Virtual Server
4 2 (1.10%) Virtual Servers
4 2 (1.10%) vSphere
5 1 (0.55%) Apache Flume
Systems Management
1 39 (21.55%) Kubernetes
2 25 (13.81%) Ansible
3 18 (9.94%) Puppet
4 12 (6.63%) Salt
5 7 (3.87%) logstash
6 5 (2.76%) Kibana
7 4 (2.21%) Single Sign-On
8 3 (1.66%) Terraform
9 1 (0.55%) Ambari
9 1 (0.55%) Grafana
9 1 (0.55%) Opscode Chef
9 1 (0.55%) SELinux
Vendors
1 27 (14.92%) Oracle
2 25 (13.81%) Cloudera
3 19 (10.50%) InterSystems
4 16 (8.84%) Microsoft
5 12 (6.63%) Splunk
6 11 (6.08%) Tableau
7 9 (4.97%) Teradata
8 8 (4.42%) Cognos
8 8 (4.42%) Hortonworks
8 8 (4.42%) Informatica
8 8 (4.42%) Netezza
9 6 (3.31%) Databricks
9 6 (3.31%) Talend
10 5 (2.76%) SAP
11 4 (2.21%) Alteryx
11 4 (2.21%) VMware
12 3 (1.66%) Adobe
12 3 (1.66%) MapR
13 2 (1.10%) IBM
14 1 (0.55%) MicroStrategy