Period
to 20 February 2018

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 20 February 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
South East > Berkshire
6 months to
20 Feb 2018
Same period 2017 Same period 2016
Rank 177 190 260
Rank change year-on-year +13 +70 +38
Permanent jobs citing Hadoop 92 89 83
As % of all permanent IT jobs advertised in Berkshire 1.36% 1.17% 0.75%
As % of the Database & Business Intelligence category 4.66% 4.71% 2.63%
Number of salaries quoted 77 72 72
Berkshire median annual salary £65,000 £50,000 £55,000
Median salary % change year-on-year +30.00% -9.09% -15.38%
10th Percentile £32,000 £33,750 £35,250
90th Percentile £95,000 £85,000 £89,625
South East median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +11.11%

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 1,973 1,891 3,153
As % of all permanent IT jobs advertised in Berkshire 29.23% 24.81% 28.50%
Number of salaries quoted 1,701 1,606 2,717
Berkshire median annual salary £47,500 £47,500 £47,500
10th Percentile £29,000 £29,375 £31,250
90th Percentile £70,000 £70,000 £68,750
South East median annual salary £45,000 £45,000 £45,000

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 20 February 2018.

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 20 February 2018. 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 +23 56 £57,500 +21.05% 6
Newbury - 17 £90,000 - 2
Slough -6 11 £65,000 -7.14%
Hadoop
South East

For the 6 months to 20 February 2018, 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 54 (58.70%) Big Data
2 53 (57.61%) Apache Spark
3 47 (51.09%) Java
4 44 (47.83%) Python
5 43 (46.74%) Analytics
6 39 (42.39%) SQL
7 33 (35.87%) Agile Software Development
8 32 (34.78%) Apache Hive
8 32 (34.78%) HBase
9 27 (29.35%) Visualisation
10 26 (28.26%) Linux
10 26 (28.26%) Business Intelligence
11 25 (27.17%) Scala
11 25 (27.17%) MapReduce
11 25 (27.17%) Relational Database
12 24 (26.09%) Apache Pig
13 23 (25.00%) Kafka
13 23 (25.00%) Data Warehouse
14 20 (21.74%) Data Modelling
14 20 (21.74%) HDFS
15 18 (19.57%) ETL
15 18 (19.57%) Big Data Analytics
15 18 (19.57%) Tableau
15 18 (19.57%) Analytical Skills
16 17 (18.48%) NoSQL
16 17 (18.48%) R
16 17 (18.48%) AngularJS
16 17 (18.48%) Degree
17 16 (17.39%) Continuous Integration
17 16 (17.39%) Impala

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 53 (57.61%) Apache Spark
2 24 (26.09%) Apache Pig
3 7 (7.61%) Apache Solr
4 6 (6.52%) SAS
5 5 (5.43%) Apache
5 5 (5.43%) Elasticsearch
6 4 (4.35%) Oracle SOA Suite
6 4 (4.35%) WebLogic
7 2 (2.17%) BizTalk Server
8 1 (1.09%) GeoServer
8 1 (1.09%) OpenStack
8 1 (1.09%) Tomcat
Applications
1 9 (9.78%) Microsoft Excel
2 7 (7.61%) Microsoft Office
2 7 (7.61%) Microsoft PowerPoint
2 7 (7.61%) MS Visio
Business Applications
1 4 (4.35%) Oracle 11i
1 4 (4.35%) Oracle Assets
1 4 (4.35%) Oracle EBS
1 4 (4.35%) Oracle EBS R12
1 4 (4.35%) Oracle General Ledger
1 4 (4.35%) Oracle iProcurement
1 4 (4.35%) Oracle Payables
1 4 (4.35%) Oracle Receivables
Cloud Services
1 13 (14.13%) Amazon AWS
2 8 (8.70%) Microsoft Azure
3 7 (7.61%) GitHub
4 5 (5.43%) Amazon EMR
5 3 (3.26%) Amazon S3
6 2 (2.17%) Azure Machine Learning
6 2 (2.17%) Data Lake Analytics
6 2 (2.17%) SaaS
7 1 (1.09%) Amazon Kinesis
7 1 (1.09%) Azure Data Factory
Communications & Networking
1 2 (2.17%) GSM
1 2 (2.17%) LTE
1 2 (2.17%) UMTS
2 1 (1.09%) Kerberos
2 1 (1.09%) SSH
Database & Business Intelligence
1 54 (58.70%) Big Data
2 32 (34.78%) Apache Hive
2 32 (34.78%) HBase
3 25 (27.17%) Relational Database
4 23 (25.00%) Data Warehouse
5 17 (18.48%) NoSQL
6 16 (17.39%) Impala
7 15 (16.30%) QlikView
7 15 (16.30%) RDBMS
8 12 (13.04%) MongoDB
9 11 (11.96%) Pentaho
9 11 (11.96%) Sqoop
9 11 (11.96%) Star Schema
10 10 (10.87%) Power BI
10 10 (10.87%) SQL Server
11 9 (9.78%) Apache Cassandra
11 9 (9.78%) PostgreSQL
12 8 (8.70%) Neo4j
13 7 (7.61%) Data Mining
14 5 (5.43%) Oracle Reports
Development Applications
1 10 (10.87%) JIRA
2 9 (9.78%) Git (software)
3 8 (8.70%) Jenkins
4 6 (6.52%) Bitbucket
5 5 (5.43%) Cucumber
5 5 (5.43%) JIRA Agile
5 5 (5.43%) JUnit
6 4 (4.35%) Ant
6 4 (4.35%) IntelliJ
6 4 (4.35%) Maven
6 4 (4.35%) Team Foundation Server
7 1 (1.09%) Sonatype Nexus
General
1 13 (14.13%) Telecoms
2 12 (13.04%) Finance
3 4 (4.35%) Banking
3 4 (4.35%) Retail
4 1 (1.09%) Financial Institution
Job Titles
1 28 (30.43%) Architect
2 19 (20.65%) Developer
3 18 (19.57%) Data Architect
4 13 (14.13%) Big Data Architect
5 11 (11.96%) Data Analytics Architect
5 11 (11.96%) Enterprise Architect
5 11 (11.96%) Enterprise Data Architect
6 10 (10.87%) Consultant
7 8 (8.70%) Java Architect
7 8 (8.70%) Java Developer
7 8 (8.70%) Software Engineer
8 7 (7.61%) Big Data Developer
9 6 (6.52%) Big Data Engineer
10 5 (5.43%) Business Intelligence Developer
10 5 (5.43%) Data Engineer
10 5 (5.43%) Data Scientist
10 5 (5.43%) Java Scala Developer
10 5 (5.43%) Scala Developer
11 4 (4.35%) Java Software Architect
11 4 (4.35%) Linux Software Architect
Libraries, Frameworks & Software Standards
1 23 (25.00%) Kafka
2 17 (18.48%) AngularJS
3 13 (14.13%) REST
3 13 (14.13%) Spring
4 11 (11.96%) Java EE
4 11 (11.96%) Web Services
5 10 (10.87%) SOAP
6 8 (8.70%) Node.js
6 8 (8.70%) XML
7 7 (7.61%) JSON
7 7 (7.61%) TensorFlow
8 5 (5.43%) CSS
8 5 (5.43%) HTML
9 4 (4.35%) ActiveMQ
9 4 (4.35%) EJB
9 4 (4.35%) JMS
9 4 (4.35%) UDDI
9 4 (4.35%) WSDL
9 4 (4.35%) XSD
9 4 (4.35%) XSLT
Miscellaneous
1 18 (19.57%) Analytical Skills
2 13 (14.13%) Computer Science
3 10 (10.87%) Algorithms
4 7 (7.61%) Mainframe
5 5 (5.43%) Greenfield Project
6 4 (4.35%) Data Centre
6 4 (4.35%) Hybrid Cloud
6 4 (4.35%) Private Cloud
6 4 (4.35%) Public Cloud
7 3 (3.26%) Enterprise Software
7 3 (3.26%) User Experience
8 2 (2.17%) Data Structures
8 2 (2.17%) Linux Command Line
9 1 (1.09%) Analytical Mindset
9 1 (1.09%) Client/Server
9 1 (1.09%) Digital Currency
9 1 (1.09%) FMCG
9 1 (1.09%) Management Information System
9 1 (1.09%) Social Network
9 1 (1.09%) Virtual Team
Operating Systems
1 26 (28.26%) Linux
2 10 (10.87%) Unix
3 5 (5.43%) CentOS
3 5 (5.43%) Ubuntu
4 3 (3.26%) Windows
5 1 (1.09%) Debian
5 1 (1.09%) Red Hat Enterprise Linux
Processes & Methodologies
1 43 (46.74%) Analytics
2 33 (35.87%) Agile Software Development
3 27 (29.35%) Visualisation
4 26 (28.26%) Business Intelligence
5 25 (27.17%) MapReduce
6 20 (21.74%) Data Modelling
7 18 (19.57%) Big Data Analytics
7 18 (19.57%) ETL
8 16 (17.39%) Continuous Integration
9 15 (16.30%) Software Engineering
10 14 (15.22%) Data Analytics
11 13 (14.13%) Data Science
11 13 (14.13%) Data Visualisation
11 13 (14.13%) Scrum
12 12 (13.04%) Mathematics
13 10 (10.87%) Data Analysis
13 10 (10.87%) Data Governance
13 10 (10.87%) Open Source
13 10 (10.87%) SOA
13 10 (10.87%) TDD
Programming Languages
1 47 (51.09%) Java
2 44 (47.83%) Python
3 39 (42.39%) SQL
4 25 (27.17%) Scala
5 17 (18.48%) R
6 13 (14.13%) JavaScript
7 10 (10.87%) C
8 8 (8.70%) C#
8 8 (8.70%) C++
9 7 (7.61%) Shell Script
10 4 (4.35%) Jython
10 4 (4.35%) PL/SQL
10 4 (4.35%) WebLogic Scripting Tool
10 4 (4.35%) XPath
11 3 (3.26%) VBA
12 2 (2.17%) Perl
13 1 (1.09%) Bash Shell
13 1 (1.09%) Erlang
13 1 (1.09%) Go
Qualifications
1 17 (18.48%) Degree
2 9 (9.78%) Computer Science Degree
3 4 (4.35%) ISTQB
3 4 (4.35%) PRINCE2 Certification
3 4 (4.35%) Security Cleared
4 3 (3.26%) DV Cleared
5 2 (2.17%) PhD
6 1 (1.09%) SC Cleared
Quality Assurance & Compliance
1 6 (6.52%) Data Quality
2 4 (4.35%) QA
3 3 (3.26%) PMO
System Software
1 20 (21.74%) HDFS
2 15 (16.30%) Apache Flume
3 6 (6.52%) Virtual Machines
Systems Management
1 9 (9.78%) Oozie
2 8 (8.70%) Hadoop YARN
3 4 (4.35%) Nagios
4 2 (2.17%) Kibana
4 2 (2.17%) Puppet
5 1 (1.09%) Opscode Chef
Vendors
1 18 (19.57%) Tableau
2 15 (16.30%) Microsoft
3 14 (15.22%) Oracle
4 11 (11.96%) Cloudera
5 9 (9.78%) MicroStrategy
6 7 (7.61%) Birst
6 7 (7.61%) Cognos
6 7 (7.61%) Informatica
7 5 (5.43%) Capita
7 5 (5.43%) IBM
7 5 (5.43%) Talend
7 5 (5.43%) Teradata
8 4 (4.35%) Kofax
8 4 (4.35%) Perforce
9 3 (3.26%) SAP
10 2 (2.17%) Atlassian
11 1 (1.09%) Adobe
11 1 (1.09%) BT
11 1 (1.09%) Google
11 1 (1.09%) Hortonworks