Period
to 21 May 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 21 May 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
South East > Berkshire
6 months to
21 May 2018
Same period 2017 Same period 2016
Rank 183 146 203
Rank change year-on-year -37 +57 +65
Permanent jobs citing Hadoop 86 119 117
As % of all permanent IT jobs advertised in Berkshire 1.24% 1.79% 1.21%
As % of the Database & Business Intelligence category 4.26% 6.66% 4.43%
Number of salaries quoted 75 77 104
Berkshire median annual salary £60,000 £50,000 £52,500
Median salary % change year-on-year +20.00% -4.76% -16.00%
10th Percentile £37,500 £29,850 £37,500
90th Percentile £95,000 £85,000 £81,250
South East median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% +10.00%

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 2,018 1,786 2,641
As % of all permanent IT jobs advertised in Berkshire 29.06% 26.81% 27.39%
Number of salaries quoted 1,667 1,489 2,303
Berkshire median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - -
10th Percentile £30,900 £29,000 £30,750
90th Percentile £70,000 £69,000 £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 21 May 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 21 May 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 +15 55 £57,500 +27.78% 12
Newbury - 20 £90,000 - 3
Slough -32 1 £65,000 - 1
Hadoop
South East

For the 6 months to 21 May 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 55 (63.95%) Apache Spark
2 49 (56.98%) Big Data
3 46 (53.49%) Analytics
4 42 (48.84%) SQL
5 41 (47.67%) Python
6 40 (46.51%) Java
7 32 (37.21%) Apache Hive
8 29 (33.72%) Kafka
8 29 (33.72%) HBase
9 25 (29.07%) Scala
10 24 (27.91%) Linux
11 23 (26.74%) Data Analytics
11 23 (26.74%) Relational Database
12 22 (25.58%) C
12 22 (25.58%) Degree
13 21 (24.42%) Business Intelligence
14 20 (23.26%) Data Analysis
14 20 (23.26%) R
15 19 (22.09%) DevOps
15 19 (22.09%) ETL
16 18 (20.93%) Telecoms
16 18 (20.93%) Analytical Skills
16 18 (20.93%) Big Data Analytics
17 17 (19.77%) MapReduce
17 17 (19.77%) Visualisation
17 17 (19.77%) Data Warehouse
18 16 (18.60%) Agile Software Development
18 16 (18.60%) Open Source
18 16 (18.60%) HDFS
19 14 (16.28%) 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 55 (63.95%) Apache Spark
2 9 (10.47%) SAS
3 8 (9.30%) Apache Pig
4 7 (8.14%) Apache
5 6 (6.98%) Elasticsearch
6 4 (4.65%) Oracle SOA Suite
6 4 (4.65%) WebLogic
7 3 (3.49%) BizTalk Server
7 3 (3.49%) Confluence
8 2 (2.33%) Apache Solr
Applications
1 1 (1.16%) Microsoft Excel
1 1 (1.16%) Microsoft Office
1 1 (1.16%) Microsoft PowerPoint
1 1 (1.16%) MS Visio
Business Applications
1 4 (4.65%) Oracle 11i
1 4 (4.65%) Oracle Assets
1 4 (4.65%) Oracle EBS
1 4 (4.65%) Oracle EBS R12
1 4 (4.65%) Oracle General Ledger
1 4 (4.65%) Oracle iProcurement
1 4 (4.65%) Oracle Payables
1 4 (4.65%) Oracle Receivables
Cloud Services
1 11 (12.79%) Amazon AWS
2 9 (10.47%) Microsoft Azure
3 5 (5.81%) Azure Data Factory
3 5 (5.81%) GitHub
4 4 (4.65%) Google Cloud Platform
5 2 (2.33%) Amazon S3
6 1 (1.16%) Amazon EMR
6 1 (1.16%) Amazon Kinesis
6 1 (1.16%) SaaS
Communications & Networking
1 9 (10.47%) SSH
2 1 (1.16%) GSM
2 1 (1.16%) Kerberos
2 1 (1.16%) LTE
2 1 (1.16%) UMTS
Database & Business Intelligence
1 49 (56.98%) Big Data
2 32 (37.21%) Apache Hive
3 29 (33.72%) HBase
4 23 (26.74%) Relational Database
5 17 (19.77%) Data Warehouse
6 14 (16.28%) Impala
7 12 (13.95%) RDBMS
8 10 (11.63%) Power BI
9 8 (9.30%) Data Lake
9 8 (9.30%) Data Mining
9 8 (9.30%) SQL Server
10 7 (8.14%) Oracle Reports
10 7 (8.14%) Redis
11 6 (6.98%) NoSQL
11 6 (6.98%) QlikView
11 6 (6.98%) Sqoop
12 5 (5.81%) Apache Cassandra
12 5 (5.81%) Azure SQL Database
12 5 (5.81%) HDInsight
12 5 (5.81%) SQL Server Integration Services
Development Applications
1 12 (13.95%) Git (software)
2 4 (4.65%) Ant
2 4 (4.65%) Jenkins
2 4 (4.65%) Team Foundation Server
3 3 (3.49%) Bitbucket
3 3 (3.49%) Cucumber
3 3 (3.49%) IntelliJ
3 3 (3.49%) JIRA
3 3 (3.49%) JUnit
4 1 (1.16%) Sonatype Nexus
General
1 18 (20.93%) Telecoms
2 7 (8.14%) Finance
3 5 (5.81%) Advertising
4 4 (4.65%) Games
Job Titles
1 29 (33.72%) Architect
2 25 (29.07%) Data Architect
3 19 (22.09%) Big Data Architect
4 16 (18.60%) Enterprise Architect
4 16 (18.60%) Enterprise Data Architect
5 14 (16.28%) Consultant
5 14 (16.28%) Data Analytics Architect
6 11 (12.79%) Developer
6 11 (12.79%) Software Engineer
7 6 (6.98%) Analytics Manager
7 6 (6.98%) Senior Analytics Manager
7 6 (6.98%) Senior Manager
8 5 (5.81%) C# Software Engineer
8 5 (5.81%) Data Engineer
8 5 (5.81%) DevOps Engineer
8 5 (5.81%) Open Source Developer
8 5 (5.81%) Software Developer
8 5 (5.81%) Systems Engineer
9 4 (4.65%) Cybersecurity Engineer
9 4 (4.65%) Python Software Engineer
Libraries, Frameworks & Software Standards
1 29 (33.72%) Kafka
2 11 (12.79%) TensorFlow
3 5 (5.81%) .NET
4 4 (4.65%) EJB
4 4 (4.65%) EJB 3.0
4 4 (4.65%) Java EE
4 4 (4.65%) JMS
4 4 (4.65%) Middleware
4 4 (4.65%) Oracle Fusion
4 4 (4.65%) SOAP
4 4 (4.65%) UDDI
4 4 (4.65%) Web Services
4 4 (4.65%) WSDL
4 4 (4.65%) XML
4 4 (4.65%) XSD
4 4 (4.65%) XSLT
5 3 (3.49%) AngularJS
5 3 (3.49%) JPA
5 3 (3.49%) REST
5 3 (3.49%) Spring
Miscellaneous
1 18 (20.93%) Analytical Skills
2 10 (11.63%) Computer Science
3 5 (5.81%) Linux Command Line
4 4 (4.65%) Hybrid Cloud
4 4 (4.65%) Private Cloud
4 4 (4.65%) Public Cloud
5 3 (3.49%) Algorithms
5 3 (3.49%) Greenfield Project
5 3 (3.49%) User Experience
6 2 (2.33%) Cyberthreat
7 1 (1.16%) Driving Licence
7 1 (1.16%) Enterprise Software
7 1 (1.16%) Mainframe
Operating Systems
1 24 (27.91%) Linux
2 10 (11.63%) Windows
3 9 (10.47%) Debian
3 9 (10.47%) Ubuntu
4 5 (5.81%) CentOS
4 5 (5.81%) Red Hat Enterprise Linux
4 5 (5.81%) Unix
Processes & Methodologies
1 46 (53.49%) Analytics
2 23 (26.74%) Data Analytics
3 21 (24.42%) Business Intelligence
4 20 (23.26%) Data Analysis
5 19 (22.09%) DevOps
5 19 (22.09%) ETL
6 18 (20.93%) Big Data Analytics
7 17 (19.77%) MapReduce
7 17 (19.77%) Visualisation
8 16 (18.60%) Agile Software Development
8 16 (18.60%) Open Source
9 13 (15.12%) Statistics
10 12 (13.95%) Software Engineering
11 11 (12.79%) Continuous Integration
12 10 (11.63%) Data Science
12 10 (11.63%) Machine Learning
12 10 (11.63%) Scrum
12 10 (11.63%) Use Case
13 9 (10.47%) ITIL
13 9 (10.47%) TDD
Programming Languages
1 42 (48.84%) SQL
2 41 (47.67%) Python
3 40 (46.51%) Java
4 25 (29.07%) Scala
5 22 (25.58%) C
6 20 (23.26%) R
7 14 (16.28%) Bash Shell
8 10 (11.63%) C++
9 9 (10.47%) JavaScript
10 8 (9.30%) C#
11 4 (4.65%) PL/SQL
11 4 (4.65%) WebLogic Scripting Tool
11 4 (4.65%) XPath
12 3 (3.49%) Java 8
12 3 (3.49%) PowerShell
13 1 (1.16%) Go
13 1 (1.16%) MATLAB
13 1 (1.16%) Shell Script
Qualifications
1 22 (25.58%) Degree
2 14 (16.28%) Security Cleared
3 10 (11.63%) DV Cleared
4 4 (4.65%) Computer Science Degree
4 4 (4.65%) ISTQB
4 4 (4.65%) PRINCE2 Certification
4 4 (4.65%) SC Cleared
5 1 (1.16%) PhD
Quality Assurance & Compliance
1 3 (3.49%) Data Quality
1 3 (3.49%) PMO
System Software
1 16 (18.60%) HDFS
2 11 (12.79%) Apache Flume
3 4 (4.65%) Docker
3 4 (4.65%) Virtual Machines
Systems Management
1 7 (8.14%) Puppet
2 6 (6.98%) Kibana
3 4 (4.65%) Ansible
3 4 (4.65%) Docker Swarm
3 4 (4.65%) Kubernetes
3 4 (4.65%) Oozie
4 1 (1.16%) Hadoop YARN
4 1 (1.16%) Opscode Chef
4 1 (1.16%) Terraform
Vendors
1 13 (15.12%) Cloudera
2 11 (12.79%) Oracle
3 10 (11.63%) Capita
4 7 (8.14%) Atlassian
4 7 (8.14%) Tableau
4 7 (8.14%) Teradata
5 6 (6.98%) Microsoft
5 6 (6.98%) Talend
6 5 (5.81%) Informatica
7 4 (4.65%) Google
7 4 (4.65%) Kofax
7 4 (4.65%) Perforce
7 4 (4.65%) Red Hat
8 1 (1.16%) Birst
8 1 (1.16%) BT
8 1 (1.16%) Cognos
8 1 (1.16%) Hortonworks
8 1 (1.16%) MapR
8 1 (1.16%) MicroStrategy