Period
to 18 June 2019

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 18 June 2019 with a comparison to the same period in the previous 2 years.

Apache Hadoop
South East > Berkshire
6 months to
18 Jun 2019
Same period 2018 Same period 2017
Rank 189 184 153
Rank change year-on-year -5 -31 +54
Permanent jobs citing Hadoop 58 87 124
As % of all permanent IT jobs advertised in Berkshire 1.02% 1.29% 1.86%
As % of the Database & Business Intelligence category 3.92% 4.44% 7.04%
Number of salaries quoted 40 72 82
Berkshire median annual salary £59,000 £58,750 £50,000
Median salary % change year-on-year +0.43% +17.50% -4.76%
10th Percentile £45,000 £37,500 £23,500
90th Percentile £80,375 £95,000 £75,000
South East median annual salary £59,000 £57,500 £57,500
% change year-on-year +2.61% - +4.55%

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 1,481 1,960 1,761
As % of all permanent IT jobs advertised in Berkshire 25.92% 29.13% 26.45%
Number of salaries quoted 1,242 1,608 1,457
Berkshire median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% -
10th Percentile £32,025 £31,250 £28,900
90th Percentile £75,000 £70,000 £70,000
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

Hadoop
Job Vacancy Trend in Berkshire

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

Job vacancy trend for Hadoop in Berkshire

Hadoop
Salary Trend in Berkshire

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

Salary trend for Hadoop in Berkshire

Hadoop
Salary Histogram in Berkshire

The salary distribution of IT jobs citing Hadoop in Berkshire over the 6 months to 18 June 2019.

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 18 June 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
Reading -38 31 £64,000 +21.90%
Newbury +2 12 £55,000 -33.33% 1
Maidenhead - 4 - -
Bracknell - 1 £37,500 -
Slough - 1 £82,500 -
Hadoop
South East

For the 6 months to 18 June 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 Berkshire region with a requirement for Hadoop.

1 39 (67.24%) Big Data
2 37 (63.79%) Java
3 30 (51.72%) Apache Spark
4 29 (50.00%) Python
4 29 (50.00%) Agile Software Development
5 28 (48.28%) Linux
6 27 (46.55%) Software Engineering
7 26 (44.83%) Security Cleared
8 25 (43.10%) C#
9 23 (39.66%) Data Science
10 22 (37.93%) Scala
11 21 (36.21%) Open Source
12 20 (34.48%) TDD
13 19 (32.76%) Degree
14 18 (31.03%) Continuous Integration
14 18 (31.03%) SQL
15 17 (29.31%) Git (software)
16 16 (27.59%) Apache Cassandra
17 15 (25.86%) Windows
18 14 (24.14%) Microservices
18 14 (24.14%) Ansible
18 14 (24.14%) Docker
19 13 (22.41%) Akka
19 13 (22.41%) Private Cloud
19 13 (22.41%) Public Cloud
19 13 (22.41%) Bitbucket
19 13 (22.41%) Analytics
19 13 (22.41%) MongoDB
19 13 (22.41%) Spring
19 13 (22.41%) Spring Cloud

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 30 (51.72%) Apache Spark
2 11 (18.97%) Elasticsearch
2 11 (18.97%) Hyperledger
3 8 (13.79%) Apache
Cloud Services
1 8 (13.79%) Microsoft Azure
2 6 (10.34%) Amazon AWS
3 4 (6.90%) Azure Data Factory
3 4 (6.90%) Power Platform
4 2 (3.45%) Amazon EC2
4 2 (3.45%) Amazon EMR
4 2 (3.45%) Amazon S3
5 1 (1.72%) Amazon CloudWatch
5 1 (1.72%) Amazon ELB
5 1 (1.72%) AWS Lambda
5 1 (1.72%) Serverless
Communications & Networking
1 12 (20.69%) TCP/IP
2 11 (18.97%) Firewall
3 7 (12.07%) HTTP
4 6 (10.34%) Network Security
4 6 (10.34%) SSH
5 2 (3.45%) FCoE
5 2 (3.45%) SNMP
Database & Business Intelligence
1 39 (67.24%) Big Data
2 16 (27.59%) Apache Cassandra
3 13 (22.41%) MongoDB
4 11 (18.97%) Blockchain
5 8 (13.79%) Data Warehouse
5 8 (13.79%) Redis
6 7 (12.07%) Data Lake
6 7 (12.07%) NoSQL
7 5 (8.62%) HBase
7 5 (8.62%) PostgreSQL
8 4 (6.90%) Data Mart
8 4 (6.90%) Power BI
8 4 (6.90%) Relational Database
8 4 (6.90%) Sqoop
9 3 (5.17%) Apache Hive
10 2 (3.45%) Amazon Redshift
10 2 (3.45%) Impala
10 2 (3.45%) SQL Server
11 1 (1.72%) MySQL
11 1 (1.72%) OLAP
Development Applications
1 17 (29.31%) Git (software)
2 13 (22.41%) Bitbucket
3 6 (10.34%) Atlassian Bamboo
3 6 (10.34%) Robot Framework
3 6 (10.34%) Selenium
4 2 (3.45%) JIRA
4 2 (3.45%) Redmine
5 1 (1.72%) Jenkins
General
1 10 (17.24%) Finance
2 7 (12.07%) Marketing
3 6 (10.34%) Telecoms
4 5 (8.62%) Electronics
4 5 (8.62%) Manufacturing
5 4 (6.90%) Games
5 4 (6.90%) Military
Job Titles
1 22 (37.93%) Software Engineer
2 11 (18.97%) Architect
2 11 (18.97%) Senior Software Engineer
3 9 (15.52%) Java Engineer
4 8 (13.79%) Java Software Engineer
4 8 (13.79%) Senior Java Engineer
4 8 (13.79%) Senior Java Software Engineer
5 6 (10.34%) Big Data Engineer
5 6 (10.34%) Data Architect
5 6 (10.34%) Open Source Engineer
6 5 (8.62%) Administrator
6 5 (8.62%) Data Administrator
6 5 (8.62%) Data Engineer
6 5 (8.62%) Lead Software Engineer
6 5 (8.62%) Systems Administrator
7 4 (6.90%) Scrum Master
7 4 (6.90%) Senior Architect
7 4 (6.90%) Senior Data Engineer
7 4 (6.90%) Senior Software Architect
7 4 (6.90%) Software Architect
Libraries, Frameworks & Software Standards
1 13 (22.41%) Akka
1 13 (22.41%) Spring
1 13 (22.41%) Spring Cloud
2 12 (20.69%) .NET
3 11 (18.97%) OAuth
3 11 (18.97%) RESTful
3 11 (18.97%) SAML
3 11 (18.97%) Swagger
4 9 (15.52%) Apache NiFi
4 9 (15.52%) Kafka
4 9 (15.52%) Pandas
4 9 (15.52%) scikit-learn
5 8 (13.79%) CGI
6 4 (6.90%) Middleware
6 4 (6.90%) Web Services
7 3 (5.17%) Samza
8 1 (1.72%) Elastic Stack
8 1 (1.72%) REST
Miscellaneous
1 13 (22.41%) Private Cloud
1 13 (22.41%) Public Cloud
2 11 (18.97%) Algorithms
2 11 (18.97%) Analytical Skills
3 6 (10.34%) Linux Command Line
4 5 (8.62%) Management Information System
5 4 (6.90%) Greenfield Project
5 4 (6.90%) Reference Data
6 2 (3.45%) Cybercrime
6 2 (3.45%) Security Operations Centre
Operating Systems
1 28 (48.28%) Linux
2 15 (25.86%) Windows
3 10 (17.24%) CentOS
4 9 (15.52%) Unix
5 6 (10.34%) Debian
5 6 (10.34%) Red Hat Enterprise Linux
5 6 (10.34%) Ubuntu
6 2 (3.45%) Windows Server
Processes & Methodologies
1 29 (50.00%) Agile Software Development
2 27 (46.55%) Software Engineering
3 23 (39.66%) Data Science
4 21 (36.21%) Open Source
5 20 (34.48%) TDD
6 18 (31.03%) Continuous Integration
7 14 (24.14%) Microservices
8 13 (22.41%) Analytics
9 12 (20.69%) Artificial Intelligence
9 12 (20.69%) BDD
9 12 (20.69%) Scrum
10 11 (18.97%) API Development
10 11 (18.97%) Business Intelligence
10 11 (18.97%) Cryptography
11 9 (15.52%) Integration Testing
11 9 (15.52%) Test Automation
12 8 (13.79%) SDLC
12 8 (13.79%) Unit Testing
13 6 (10.34%) Deployment Automation
13 6 (10.34%) Technical Debt
Programming Languages
1 37 (63.79%) Java
2 29 (50.00%) Python
3 25 (43.10%) C#
4 22 (37.93%) Scala
5 18 (31.03%) SQL
6 10 (17.24%) Bash Shell
7 9 (15.52%) JavaScript
8 7 (12.07%) C++
9 6 (10.34%) C
10 2 (3.45%) PowerShell
11 1 (1.72%) R
11 1 (1.72%) Ruby
11 1 (1.72%) T-SQL
Qualifications
1 26 (44.83%) Security Cleared
2 19 (32.76%) Degree
3 7 (12.07%) SC Cleared
4 5 (8.62%) DV Cleared
5 4 (6.90%) Computer Science Degree
6 2 (3.45%) CCNA
6 2 (3.45%) Cisco Certification
6 2 (3.45%) CISSP
6 2 (3.45%) CompTIA Security+
6 2 (3.45%) GIAC
6 2 (3.45%) Linux+ Certification
6 2 (3.45%) MCSE
6 2 (3.45%) Microsoft Certification
6 2 (3.45%) Network+ Certification
6 2 (3.45%) SANS
6 2 (3.45%) SSCP
Quality Assurance & Compliance
1 4 (6.90%) GDPR
2 3 (5.17%) Data Quality
2 3 (5.17%) ISO 9001
2 3 (5.17%) ISO/IEC 27001
3 1 (1.72%) ISO 22301
3 1 (1.72%) PCI DSS
System Software
1 14 (24.14%) Docker
2 5 (8.62%) Apache Flume
3 3 (5.17%) HDFS
4 2 (3.45%) LXC
4 2 (3.45%) NFS
4 2 (3.45%) Samba
4 2 (3.45%) Virtual Machines
4 2 (3.45%) VMware ESXi
4 2 (3.45%) VMware Infrastructure
4 2 (3.45%) VMware NSX
4 2 (3.45%) vSphere
Systems Management
1 14 (24.14%) Ansible
2 9 (15.52%) Puppet
3 6 (10.34%) Ambari
3 6 (10.34%) SELinux
4 4 (6.90%) Nagios
5 3 (5.17%) Chukwa
5 3 (5.17%) Hadoop YARN
6 2 (3.45%) Check_MK
6 2 (3.45%) Rsyslog
6 2 (3.45%) vCenter Server
7 1 (1.72%) Graphite
7 1 (1.72%) Icinga
7 1 (1.72%) Kibana
7 1 (1.72%) logstash
7 1 (1.72%) Prometheus
Vendors
1 7 (12.07%) VMware
2 6 (10.34%) Atlassian
2 6 (10.34%) SAP
3 4 (6.90%) Cloudera
3 4 (6.90%) Microsoft
4 2 (3.45%) EMC
4 2 (3.45%) NetApp
4 2 (3.45%) SolarWinds
5 1 (1.72%) Juniper
5 1 (1.72%) Oracle