Period
to 28 May 2020

The following table provides summary statistics for permanent job vacancies advertised in Berkshire 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 East > Berkshire
6 months to
28 May 2020
Same period 2019 Same period 2018
Rank 140 184 182
Rank change year-on-year +44 -2 -28
Permanent jobs citing Hadoop 49 58 88
As % of all permanent jobs advertised in Berkshire 1.42% 1.03% 1.27%
As % of the Database & Business Intelligence category 6.41% 3.88% 4.37%
Number of salaries quoted 28 37 81
Median annual salary £56,250 £57,500 £60,000
Median salary % change year-on-year -2.17% -4.17% +20.00%
10th Percentile £32,500 £45,000 £37,500
90th Percentile £75,000 £81,500 £95,000
South East median annual salary £65,000 £57,500 £60,000
% change year-on-year +13.04% -4.17% +4.35%

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 Berkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Berkshire
Permanent vacancies with a requirement for database or business intelligence skills 765 1,494 2,015
As % of all permanent IT jobs advertised in Berkshire 22.12% 26.52% 29.13%
Number of salaries quoted 599 1,245 1,663
Median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +5.26%
10th Percentile £37,400 £32,000 £30,550
90th Percentile £77,500 £75,000 £70,000
South East median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Hadoop
Job Vacancy Trend in Berkshire

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

Job vacancy trend for Hadoop in Berkshire

Hadoop
Salary Trend in Berkshire

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

Salary trend for Hadoop in Berkshire

Hadoop
Salary Histogram in Berkshire

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

Salary histogram for Hadoop in Berkshire

Hadoop
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the Berkshire region over the 6 months to 28 May 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
Reading +29 12 £52,500 -25.00% 1
Slough +18 5 £52,500 -36.36%
Newbury +18 2 £75,000 +36.36%
Bracknell +15 1 £65,000 +73.33%
Hadoop
South East

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 Berkshire region with a requirement for Hadoop.

1 27 (55.10%) NoSQL
2 26 (53.06%) Java
3 24 (48.98%) Microservices
4 23 (46.94%) Data Warehouse
5 21 (42.86%) Kubernetes
5 21 (42.86%) Docker
5 21 (42.86%) Big Data
5 21 (42.86%) Cloudera
6 20 (40.82%) Relational Database
6 20 (40.82%) OLTP
6 20 (40.82%) Test Automation
7 19 (38.78%) QA
7 19 (38.78%) InterSystems
7 19 (38.78%) PostgreSQL
7 19 (38.78%) OpenShift
8 18 (36.73%) Public Sector
8 18 (36.73%) InterSystems Cache
9 17 (34.69%) C#
10 16 (32.65%) Apache Spark
11 13 (26.53%) Kafka
11 13 (26.53%) Python
12 12 (24.49%) Oracle
13 11 (22.45%) SQL
14 10 (20.41%) JavaScript
14 10 (20.41%) Unix
14 10 (20.41%) Degree
14 10 (20.41%) Manual Testing
14 10 (20.41%) Test Strategy
14 10 (20.41%) Apache Hive
14 10 (20.41%) QA Automation

Hadoop
Co-occurring IT Skills in Berkshire 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 16 (32.65%) Apache Spark
2 7 (14.29%) Elasticsearch
3 6 (12.24%) Tomcat
4 1 (2.04%) Apache
4 1 (2.04%) Confluence
4 1 (2.04%) Oracle SOA Suite
4 1 (2.04%) Pachyderm
Cloud Services
1 19 (38.78%) OpenShift
2 4 (8.16%) Azure
2 4 (8.16%) Serverless
3 3 (6.12%) AWS
4 1 (2.04%) Power Platform
4 1 (2.04%) Tricentis Tosca
Communications & Networking
1 9 (18.37%) ZigBee
2 8 (16.33%) HTTP
2 8 (16.33%) TCP/IP
3 7 (14.29%) DNS
3 7 (14.29%) SSL
4 1 (2.04%) 5G
4 1 (2.04%) Firewall
4 1 (2.04%) Network Security
4 1 (2.04%) SSH
Database & Business Intelligence
1 27 (55.10%) NoSQL
2 23 (46.94%) Data Warehouse
3 21 (42.86%) Big Data
4 20 (40.82%) OLTP
4 20 (40.82%) Relational Database
5 19 (38.78%) PostgreSQL
6 18 (36.73%) InterSystems Cache
7 10 (20.41%) Apache Hive
8 8 (16.33%) HBase
8 8 (16.33%) MongoDB
9 6 (12.24%) DB2
9 6 (12.24%) MySQL
10 2 (4.08%) Data Lake
10 2 (4.08%) PowerCenter
11 1 (2.04%) Data Mining
11 1 (2.04%) Power BI
11 1 (2.04%) RDBMS
11 1 (2.04%) Redis
11 1 (2.04%) SQL Server
Development Applications
1 2 (4.08%) Git (software)
1 2 (4.08%) Selenium
2 1 (2.04%) Atlassian Bamboo
2 1 (2.04%) Cucumber
2 1 (2.04%) Jenkins
2 1 (2.04%) JIRA
2 1 (2.04%) Maven
2 1 (2.04%) Robot Framework
2 1 (2.04%) SoapUI
2 1 (2.04%) SOAtest
2 1 (2.04%) SpecFlow
2 1 (2.04%) WebDriver
General
1 18 (36.73%) Public Sector
2 9 (18.37%) Finance
3 6 (12.24%) Banking
4 4 (8.16%) Marketing
5 3 (6.12%) Telecoms
6 2 (4.08%) Retail
7 1 (2.04%) Pharmaceutical
Job Titles
1 18 (36.73%) QA Engineer
2 12 (24.49%) Developer
3 9 (18.37%) Automation Engineer
3 9 (18.37%) QA Automation Engineer
4 7 (14.29%) Architect
5 6 (12.24%) Applications Developer
5 6 (12.24%) Applications Support
5 6 (12.24%) Java Applications Developer
5 6 (12.24%) Java Developer
6 5 (10.20%) Administrator
6 5 (10.20%) Software Developer
6 5 (10.20%) Systems Administrator
6 5 (10.20%) Technical Architect
7 4 (8.16%) Linux Administrator
7 4 (8.16%) Linux Systems Administrator
7 4 (8.16%) Solutions Architect
7 4 (8.16%) Technical Solutions Architect
8 2 (4.08%) Data Architect
8 2 (4.08%) Informatica Consultant
8 2 (4.08%) Integration Consultant
Libraries, Frameworks & Software Standards
1 13 (26.53%) Kafka
2 6 (12.24%) AngularJS
2 6 (12.24%) Node.js
3 4 (8.16%) J2EE
3 4 (8.16%) OAuth
3 4 (8.16%) SAML
4 3 (6.12%) Elastic Stack
5 2 (4.08%) .NET
6 1 (2.04%) Apache NiFi
6 1 (2.04%) RESTful
6 1 (2.04%) Web Services
Miscellaneous
1 9 (18.37%) Smart Energy
1 9 (18.37%) Smart Meter
2 6 (12.24%) PKI
3 5 (10.20%) Analytical Skills
4 4 (8.16%) Cybercrime
5 1 (2.04%) Algorithms
5 1 (2.04%) Linux Command Line
5 1 (2.04%) Self-Motivation
Operating Systems
1 10 (20.41%) Unix
2 8 (16.33%) Linux
3 2 (4.08%) Windows
4 1 (2.04%) CentOS
4 1 (2.04%) Debian
4 1 (2.04%) Red Hat Enterprise Linux
4 1 (2.04%) Ubuntu
Processes & Methodologies
1 24 (48.98%) Microservices
2 20 (40.82%) Test Automation
3 10 (20.41%) Manual Testing
3 10 (20.41%) QA Automation
3 10 (20.41%) Test Strategy
4 9 (18.37%) Agile Software Development
5 6 (12.24%) Cybersecurity
6 5 (10.20%) DevOps
6 5 (10.20%) ETL
7 4 (8.16%) Problem-Solving
7 4 (8.16%) Use Case
8 3 (6.12%) Analytics
8 3 (6.12%) Data Governance
8 3 (6.12%) Data Modelling
8 3 (6.12%) Data Science
8 3 (6.12%) Machine Learning
8 3 (6.12%) Software Engineering
9 2 (4.08%) Business Intelligence
9 2 (4.08%) Migration
9 2 (4.08%) PRINCE2
Programming Languages
1 26 (53.06%) Java
2 17 (34.69%) C#
3 13 (26.53%) Python
4 11 (22.45%) SQL
5 10 (20.41%) JavaScript
6 8 (16.33%) C++
6 8 (16.33%) Shell Script
7 7 (14.29%) Bash Shell
8 6 (12.24%) AWK
8 6 (12.24%) C
8 6 (12.24%) Korn
8 6 (12.24%) Perl
8 6 (12.24%) sed
9 4 (8.16%) Scala
10 3 (6.12%) R
11 2 (4.08%) PL/SQL
Qualifications
1 10 (20.41%) Degree
2 2 (4.08%) Security Cleared
3 1 (2.04%) Computer Science Degree
3 1 (2.04%) DV Cleared
3 1 (2.04%) ISTQB
3 1 (2.04%) PhD
3 1 (2.04%) SC Cleared
Quality Assurance & Compliance
1 19 (38.78%) QA
2 3 (6.12%) Data Quality
System Software
1 21 (42.86%) Docker
2 3 (6.12%) HDFS
3 1 (2.04%) Apache ZooKeeper
3 1 (2.04%) Hyper-V
3 1 (2.04%) VMware Infrastructure
Systems Management
1 21 (42.86%) Kubernetes
2 4 (8.16%) Ansible
2 4 (8.16%) Single Sign-On
3 2 (4.08%) Kibana
3 2 (4.08%) logstash
3 2 (4.08%) Puppet
4 1 (2.04%) Ambari
4 1 (2.04%) Grafana
4 1 (2.04%) Opscode Chef
4 1 (2.04%) SELinux
Vendors
1 21 (42.86%) Cloudera
2 19 (38.78%) InterSystems
3 12 (24.49%) Oracle
4 6 (12.24%) Splunk
5 3 (6.12%) Informatica
6 1 (2.04%) Cisco
6 1 (2.04%) Dell
6 1 (2.04%) HP
6 1 (2.04%) Huawei
6 1 (2.04%) Tableau
6 1 (2.04%) Vertica
6 1 (2.04%) VMware