Period
to 22 November 2017

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 22 November 2017 with a comparison to the same period in the previous 2 years.

Apache Hadoop
South East > Berkshire
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 167 216 262
Rank change year-on-year +49 +46 +65
Permanent jobs citing Hadoop 100 86 78
As % of all permanent IT jobs advertised in Berkshire 1.58% 0.99% 0.71%
As % of the Database & Business Intelligence category 5.44% 3.93% 2.55%
Number of salaries quoted 80 64 59
Berkshire median annual salary £50,000 £51,500 £50,000
Median salary % change year-on-year -2.91% +3.00% +4.17%
10th Percentile £30,000 £42,500 £29,250
90th Percentile £90,000 £77,625 £81,250
South East median annual salary £55,000 £54,000 £52,500
% change year-on-year +1.85% +2.86% +9.38%

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 1837 2190 3064
As % of all permanent IT jobs advertised in Berkshire 28.96% 25.12% 28.07%
Number of salaries quoted 1587 1880 2551
Berkshire median annual salary £47,500 £48,500 £47,500
Median salary % change year-on-year -2.06% +2.11% +7.95%
10th Percentile £29,000 £30,500 £31,250
90th Percentile £70,250 £68,750 £67,500
South East median annual salary £45,000 £45,000 £43,000
% change year-on-year - +4.65% +3.61%

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 22 November 2017.

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 22 November 2017. 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 +49 65 £50,000 - 5
Slough +15 19 £65,000 -7.14%
Newbury -19 5 £65,000 -3.70%
Maidenhead +15 1 £42,500 -41.38%
Bracknell +5 1 £35,000 -24.32%
Hadoop
South East

For the 6 months to 22 November 2017, IT jobs citing Hadoop also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Berkshire region with a requirement for Hadoop.

1 56 (56.00%) Big Data
2 48 (48.00%) Python
3 43 (43.00%) SQL
4 42 (42.00%) Java
4 42 (42.00%) Agile Software Development
5 38 (38.00%) Linux
6 34 (34.00%) Apache Spark
7 29 (29.00%) Data Modelling
7 29 (29.00%) Tableau
7 29 (29.00%) Analytics
8 27 (27.00%) Apache Hive
8 27 (27.00%) Business Intelligence
9 26 (26.00%) AngularJS
10 25 (25.00%) Visualisation
11 23 (23.00%) Microsoft
12 20 (20.00%) Scrum
12 20 (20.00%) Scala
12 20 (20.00%) Node.js
12 20 (20.00%) NoSQL
12 20 (20.00%) MapReduce
12 20 (20.00%) Apache Pig
13 19 (19.00%) Impala
13 19 (19.00%) Software Engineering
14 18 (18.00%) Open Source
14 18 (18.00%) JavaScript
14 18 (18.00%) Relational Database
15 17 (17.00%) Continuous Integration
16 16 (16.00%) QlikView
16 16 (16.00%) JIRA
16 16 (16.00%) Pentaho

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 34 (34.00%) Apache Spark
2 20 (20.00%) Apache Pig
3 10 (10.00%) Elasticsearch
4 8 (8.00%) Apache Solr
5 5 (5.00%) Confluence
6 4 (4.00%) Apache
6 4 (4.00%) IIS
7 3 (3.00%) JBoss
7 3 (3.00%) SAS
8 1 (1.00%) GeoServer
8 1 (1.00%) OpenStack
8 1 (1.00%) SharePoint
8 1 (1.00%) Tomcat
Applications
1 13 (13.00%) Microsoft Excel
2 7 (7.00%) Microsoft Office
2 7 (7.00%) Microsoft PowerPoint
2 7 (7.00%) MS Visio
3 5 (5.00%) Spreadsheet
4 1 (1.00%) SPSS
Cloud Services
1 10 (10.00%) Amazon AWS
2 7 (7.00%) Microsoft Azure
3 5 (5.00%) SaaS
4 4 (4.00%) Amazon EMR
5 2 (2.00%) Azure Machine Learning
5 2 (2.00%) Data Lake Analytics
5 2 (2.00%) GitHub
6 1 (1.00%) Amazon S3
6 1 (1.00%) Azure Data Factory
6 1 (1.00%) Cortana Intelligence Suite
Communications & Networking
1 4 (4.00%) WebEx
2 1 (1.00%) GSM
2 1 (1.00%) LTE
2 1 (1.00%) UMTS
Database & Business Intelligence
1 56 (56.00%) Big Data
2 27 (27.00%) Apache Hive
3 20 (20.00%) NoSQL
4 19 (19.00%) Impala
5 18 (18.00%) Relational Database
6 16 (16.00%) Pentaho
6 16 (16.00%) QlikView
7 15 (15.00%) MongoDB
8 14 (14.00%) Data Warehouse
8 14 (14.00%) HBase
9 13 (13.00%) RDBMS
9 13 (13.00%) SQL Server
10 12 (12.00%) Power BI
11 11 (11.00%) PostgreSQL
11 11 (11.00%) Star Schema
12 10 (10.00%) DB2
12 10 (10.00%) Neo4j
13 8 (8.00%) Apache Cassandra
14 5 (5.00%) SQL Server Analysis Services
14 5 (5.00%) SQL Server Integration Services
Development Applications
1 16 (16.00%) JIRA
2 9 (9.00%) Git (software)
2 9 (9.00%) Talend Open Studio
3 6 (6.00%) Bitbucket
4 5 (5.00%) Jenkins
4 5 (5.00%) JIRA Agile
4 5 (5.00%) Maven
5 2 (2.00%) Cucumber
5 2 (2.00%) Grunt
5 2 (2.00%) gulp
5 2 (2.00%) JUnit
6 1 (1.00%) IntelliJ
General
1 13 (13.00%) Finance
2 7 (7.00%) Banking
3 6 (6.00%) Retail
4 4 (4.00%) Military
4 4 (4.00%) Telecoms
5 2 (2.00%) Marketing
6 1 (1.00%) Advertising
6 1 (1.00%) Financial Institution
Job Titles
1 30 (30.00%) Developer
2 11 (11.00%) Consultant
3 8 (8.00%) Big Data Developer
3 8 (8.00%) Data Engineer
3 8 (8.00%) Java Developer
3 8 (8.00%) Software Engineer
4 7 (7.00%) Architect
4 7 (7.00%) Open Source Developer
5 6 (6.00%) Big Data Engineer
5 6 (6.00%) DevOps Engineer
6 5 (5.00%) Big Data Consultant
6 5 (5.00%) Business Intelligence Developer
6 5 (5.00%) Data Consultant
6 5 (5.00%) Hadoop Engineer
6 5 (5.00%) Java Architect
6 5 (5.00%) Java Scala Developer
6 5 (5.00%) QlikView Developer
6 5 (5.00%) Scala Developer
6 5 (5.00%) Scrum Master
6 5 (5.00%) Software Developer
Libraries, Frameworks & Software Standards
1 26 (26.00%) AngularJS
2 20 (20.00%) Node.js
3 15 (15.00%) Spring
4 13 (13.00%) REST
5 12 (12.00%) Kafka
6 9 (9.00%) ActiveMQ
6 9 (9.00%) Angular 2
6 9 (9.00%) Apache Camel
6 9 (9.00%) Apache CXF
6 9 (9.00%) D3.js
6 9 (9.00%) Drools
6 9 (9.00%) Elastic Stack
6 9 (9.00%) jBPM
6 9 (9.00%) XML
7 8 (8.00%) CSS
7 8 (8.00%) HTML
8 7 (7.00%) Java EE
8 7 (7.00%) JSON
8 7 (7.00%) Web Services
9 6 (6.00%) SOAP
Miscellaneous
1 16 (16.00%) Analytical Skills
2 12 (12.00%) Computer Science
3 10 (10.00%) Algorithms
4 9 (9.00%) Greenfield Project
5 7 (7.00%) Mainframe
6 6 (6.00%) Virtual Team
7 4 (4.00%) Cyberthreat
7 4 (4.00%) Data Centre
7 4 (4.00%) Wiki
8 2 (2.00%) Data Structures
8 2 (2.00%) Enterprise Software
8 2 (2.00%) FMCG
8 2 (2.00%) Social Network
9 1 (1.00%) Blog
9 1 (1.00%) Client/Server
9 1 (1.00%) Cybercrime
9 1 (1.00%) Fintech
9 1 (1.00%) Management Information System
9 1 (1.00%) Public Cloud
9 1 (1.00%) Robotics
Operating Systems
1 38 (38.00%) Linux
2 13 (13.00%) CentOS
3 10 (10.00%) Unix
4 9 (9.00%) Ubuntu
5 6 (6.00%) Windows
6 4 (4.00%) Red Hat Enterprise Linux
6 4 (4.00%) Windows Server
Processes & Methodologies
1 42 (42.00%) Agile Software Development
2 29 (29.00%) Analytics
2 29 (29.00%) Data Modelling
3 27 (27.00%) Business Intelligence
4 25 (25.00%) Visualisation
5 20 (20.00%) MapReduce
5 20 (20.00%) Scrum
6 19 (19.00%) Software Engineering
7 18 (18.00%) Open Source
8 17 (17.00%) Continuous Integration
9 15 (15.00%) ETL
10 14 (14.00%) Data Visualisation
10 14 (14.00%) Mentoring
11 12 (12.00%) Machine Learning
11 12 (12.00%) Microservices
12 11 (11.00%) TDD
13 10 (10.00%) BDD
13 10 (10.00%) Data Analysis
14 9 (9.00%) SOA
14 9 (9.00%) Test Automation
Programming Languages
1 48 (48.00%) Python
2 43 (43.00%) SQL
3 42 (42.00%) Java
4 20 (20.00%) Scala
5 18 (18.00%) JavaScript
6 13 (13.00%) R
7 9 (9.00%) Jython
8 7 (7.00%) Shell Script
8 7 (7.00%) VBA
9 6 (6.00%) C#
10 5 (5.00%) C
11 4 (4.00%) Bash Shell
12 3 (3.00%) C++
13 2 (2.00%) Perl
14 1 (1.00%) Erlang
14 1 (1.00%) Go
14 1 (1.00%) PHP
14 1 (1.00%) T-SQL
Qualifications
1 12 (12.00%) Degree
2 11 (11.00%) Security Cleared
3 8 (8.00%) Computer Science Degree
4 6 (6.00%) DV Cleared
5 5 (5.00%) SC Cleared
6 2 (2.00%) PhD
Quality Assurance & Compliance
1 5 (5.00%) Data Quality
2 4 (4.00%) QA
3 1 (1.00%) ISO 22301
3 1 (1.00%) ISO 9001
3 1 (1.00%) ISO/IEC 27001
3 1 (1.00%) PCI DSS
3 1 (1.00%) SLA
System Software
1 16 (16.00%) HDFS
2 9 (9.00%) Apache Flume
3 6 (6.00%) Virtual Machines
4 4 (4.00%) Active Directory
4 4 (4.00%) VMware ESXi
4 4 (4.00%) VMware Infrastructure
Systems Management
1 8 (8.00%) Hadoop YARN
2 5 (5.00%) Kibana
2 5 (5.00%) Oozie
3 4 (4.00%) Nagios
4 2 (2.00%) Puppet
Vendors
1 29 (29.00%) Tableau
2 23 (23.00%) Microsoft
3 16 (16.00%) Cognos
3 16 (16.00%) MicroStrategy
3 16 (16.00%) Oracle
4 11 (11.00%) IBM
5 9 (9.00%) Informatica
5 9 (9.00%) Talend
6 7 (7.00%) Birst
7 5 (5.00%) Cloudera
7 5 (5.00%) SAP
8 4 (4.00%) Cisco
8 4 (4.00%) Paxata
8 4 (4.00%) Red Hat
8 4 (4.00%) Splunk
8 4 (4.00%) VMware
9 2 (2.00%) Atlassian
10 1 (1.00%) Hortonworks
10 1 (1.00%) Jaspersoft
10 1 (1.00%) MapR