Period
to 16 September 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 16 September 2019 with a comparison to the same period in the previous 2 years.

Apache Hadoop
South East > Berkshire
6 months to
16 Sep 2019
Same period 2018 Same period 2017
Rank 182 188 164
Rank change year-on-year +6 -24 +50
Permanent jobs citing Hadoop 62 82 98
As % of all permanent IT jobs advertised in Berkshire 1.09% 1.27% 1.57%
As % of the Database & Business Intelligence category 4.41% 4.27% 5.46%
Number of salaries quoted 55 46 69
Berkshire median annual salary £57,500 £57,500 £50,000
Median salary % change year-on-year - +15.00% -2.91%
10th Percentile £40,000 £37,500 £23,050
90th Percentile £76,500 £87,500 £85,000
South East median annual salary £56,500 £60,000 £55,000
% change year-on-year -5.83% +9.09% +1.85%

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 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 1,407 1,919 1,796
As % of all permanent IT jobs advertised in Berkshire 24.68% 29.66% 28.69%
Number of salaries quoted 1,187 1,551 1,500
Berkshire median annual salary £55,000 £50,000 £47,500
Median salary % change year-on-year +10.00% +5.26% -
10th Percentile £33,750 £31,250 £30,000
90th Percentile £75,000 £72,000 £72,500
South East median annual salary £47,500 £47,500 £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 16 September 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 16 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
Reading -28 44 £60,000 +6.67% 2
Newbury +6 6 £55,000 -25.42% 1
Bracknell - 4 £40,000 -
Wokingham - 2 - -
Hadoop
South East

For the 6 months to 16 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 Berkshire region with a requirement for Hadoop.

1 55 (88.71%) Python
2 50 (80.65%) Java
3 43 (69.35%) Apache Spark
4 39 (62.90%) Agile Software Development
5 38 (61.29%) Software Engineering
6 37 (59.68%) C#
7 36 (58.06%) Scala
7 36 (58.06%) Data Science
8 35 (56.45%) Security Cleared
9 33 (53.23%) MongoDB
10 31 (50.00%) Spring
10 31 (50.00%) Apache Cassandra
10 31 (50.00%) Bitbucket
10 31 (50.00%) Microservices
10 31 (50.00%) Docker
10 31 (50.00%) Spring Cloud
11 30 (48.39%) Big Data
11 30 (48.39%) Git (software)
11 30 (48.39%) Open Source
12 29 (46.77%) Akka
12 29 (46.77%) Private Cloud
12 29 (46.77%) Public Cloud
13 27 (43.55%) API Development
13 27 (43.55%) RESTful
14 26 (41.94%) Artificial Intelligence
14 26 (41.94%) scikit-learn
14 26 (41.94%) Algorithms
14 26 (41.94%) Pandas
15 25 (40.32%) Swagger
16 24 (38.71%) Hyperledger

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 43 (69.35%) Apache Spark
2 24 (38.71%) Hyperledger
3 7 (11.29%) Elasticsearch
4 4 (6.45%) Apache
5 2 (3.23%) SAS
6 1 (1.61%) Apache Solr
Applications
1 1 (1.61%) SPSS
Cloud Services
1 4 (6.45%) AWS
1 4 (6.45%) SaaS
2 3 (4.84%) Azure
3 2 (3.23%) GitHub
4 1 (1.61%) Amazon EC2
4 1 (1.61%) Amazon ELB
4 1 (1.61%) Amazon EMR
4 1 (1.61%) Amazon S3
4 1 (1.61%) AWS Lambda
4 1 (1.61%) Cloud Computing
4 1 (1.61%) GCP
4 1 (1.61%) Serverless
Communications & Networking
1 4 (6.45%) TCP/IP
2 3 (4.84%) Firewall
2 3 (4.84%) HTTP
2 3 (4.84%) Network Security
2 3 (4.84%) SSH
Database & Business Intelligence
1 33 (53.23%) MongoDB
2 31 (50.00%) Apache Cassandra
3 30 (48.39%) Big Data
4 24 (38.71%) Blockchain
5 11 (17.74%) Data Warehouse
6 6 (9.68%) HBase
6 6 (9.68%) Relational Database
7 5 (8.06%) SQL Server
7 5 (8.06%) SQL Server Integration Services
8 4 (6.45%) Data Lake
8 4 (6.45%) Oracle Database
8 4 (6.45%) Redis
8 4 (6.45%) Sqoop
9 3 (4.84%) Apache Hive
10 2 (3.23%) Impala
10 2 (3.23%) MS Access
11 1 (1.61%) Amazon Redshift
11 1 (1.61%) Apache Kudu
11 1 (1.61%) Electronic Patient Records
11 1 (1.61%) Flink
Development Applications
1 31 (50.00%) Bitbucket
2 30 (48.39%) Git (software)
3 3 (4.84%) Atlassian Bamboo
3 3 (4.84%) Robot Framework
3 3 (4.84%) Selenium
4 2 (3.23%) Subversion
5 1 (1.61%) Jenkins
General
1 22 (35.48%) Public Sector
2 13 (20.97%) Finance
3 12 (19.35%) Telecoms
4 11 (17.74%) Marketing
5 10 (16.13%) Electronics
5 10 (16.13%) Manufacturing
6 4 (6.45%) Retail
7 2 (3.23%) Automotive
8 1 (1.61%) Legal
Job Titles
1 32 (51.61%) Software Engineer
2 16 (25.81%) Senior Software Engineer
3 9 (14.52%) Lead Software Engineer
4 8 (12.90%) Data Engineer
5 7 (11.29%) Developer
6 6 (9.68%) Big Data Engineer
7 5 (8.06%) Administrator
7 5 (8.06%) Analyst
7 5 (8.06%) Data Administrator
7 5 (8.06%) Java Engineer
7 5 (8.06%) Java Software Engineer
7 5 (8.06%) Open Source Engineer
7 5 (8.06%) Senior Java Engineer
7 5 (8.06%) Senior Java Software Engineer
7 5 (8.06%) Software Developer
7 5 (8.06%) Systems Administrator
8 4 (6.45%) Senior Data Engineer
8 4 (6.45%) Technical Analyst
9 3 (4.84%) Consultant
9 3 (4.84%) Lead Developer
Libraries, Frameworks & Software Standards
1 31 (50.00%) Spring
1 31 (50.00%) Spring Cloud
2 29 (46.77%) Akka
3 27 (43.55%) RESTful
4 26 (41.94%) Pandas
4 26 (41.94%) scikit-learn
5 25 (40.32%) Swagger
6 24 (38.71%) OAuth
6 24 (38.71%) SAML
7 6 (9.68%) .NET
7 6 (9.68%) Apache NiFi
8 4 (6.45%) Kafka
9 3 (4.84%) Samza
10 2 (3.23%) ASP.NET
10 2 (3.23%) Elastic Stack
10 2 (3.23%) OOXML
10 2 (3.23%) Spring Boot
11 1 (1.61%) D3.js
Miscellaneous
1 29 (46.77%) Private Cloud
1 29 (46.77%) Public Cloud
2 26 (41.94%) Algorithms
3 11 (17.74%) Analytical Skills
4 4 (6.45%) Blog
5 3 (4.84%) Linux Command Line
6 2 (3.23%) Cybercrime
7 1 (1.61%) Management Information System
Operating Systems
1 15 (24.19%) Linux
2 11 (17.74%) Unix
3 6 (9.68%) Windows
4 3 (4.84%) CentOS
4 3 (4.84%) Debian
4 3 (4.84%) Red Hat Enterprise Linux
4 3 (4.84%) Ubuntu
5 2 (3.23%) Windows Server
Processes & Methodologies
1 39 (62.90%) Agile Software Development
2 38 (61.29%) Software Engineering
3 36 (58.06%) Data Science
4 31 (50.00%) Microservices
5 30 (48.39%) Open Source
6 27 (43.55%) API Development
7 26 (41.94%) Artificial Intelligence
8 24 (38.71%) Cryptography
9 14 (22.58%) ETL
10 12 (19.35%) Business Intelligence
11 10 (16.13%) Digital Marketing
11 10 (16.13%) Programme Management
12 9 (14.52%) Continuous Integration
13 8 (12.90%) Analytics
14 7 (11.29%) TDD
15 5 (8.06%) Configuration Management
16 4 (6.45%) BDD
16 4 (6.45%) Scrum
16 4 (6.45%) Test Automation
16 4 (6.45%) Unit Testing
Programming Languages
1 55 (88.71%) Python
2 50 (80.65%) Java
3 37 (59.68%) C#
4 36 (58.06%) Scala
5 17 (27.42%) SQL
6 12 (19.35%) JavaScript
7 7 (11.29%) Perl
8 6 (9.68%) Bash Shell
8 6 (9.68%) R
9 5 (8.06%) C
9 5 (8.06%) C++
10 4 (6.45%) PL/SQL
11 2 (3.23%) MATLAB
11 2 (3.23%) PowerShell
11 2 (3.23%) VB.NET
12 1 (1.61%) Ruby
12 1 (1.61%) T-SQL
Qualifications
1 35 (56.45%) Security Cleared
2 13 (20.97%) Degree
3 11 (17.74%) SC Cleared
4 4 (6.45%) DV Cleared
5 1 (1.61%) Computer Science Degree
5 1 (1.61%) Numerate Degree
Quality Assurance & Compliance
1 2 (3.23%) Data Quality
System Software
1 31 (50.00%) Docker
2 6 (9.68%) Apache Flume
3 3 (4.84%) HDFS
4 2 (3.23%) Virtual Machines
4 2 (3.23%) VMware Infrastructure
4 2 (3.23%) vSphere
Systems Management
1 5 (8.06%) Ansible
1 5 (8.06%) Puppet
2 4 (6.45%) Hadoop YARN
3 3 (4.84%) Ambari
3 3 (4.84%) Chukwa
3 3 (4.84%) SELinux
4 2 (3.23%) Check_MK
4 2 (3.23%) Kibana
4 2 (3.23%) logstash
4 2 (3.23%) Nagios
4 2 (3.23%) Rsyslog
5 1 (1.61%) Graphite
5 1 (1.61%) Icinga
5 1 (1.61%) Prometheus
Vendors
1 10 (16.13%) SAP
2 5 (8.06%) Oracle
3 4 (6.45%) Microsoft
4 2 (3.23%) Atlassian
4 2 (3.23%) VMware
5 1 (1.61%) IBM
5 1 (1.61%) Mapinfo
5 1 (1.61%) Tableau