Period
to 16 January 2018

The following table provides summary statistics for permanent job vacancies advertised in the Midlands 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 January 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > Midlands
6 months to
16 Jan 2018
Same period 2017 Same period 2016
Rank 312 314 265
Rank change year-on-year +2 -49 +85
Permanent jobs citing Hadoop 77 91 141
As % of all permanent IT jobs advertised in the Midlands 0.51% 0.55% 0.81%
As % of the Database & Business Intelligence category 1.69% 1.91% 2.55%
Number of salaries quoted 72 74 115
Midlands median annual salary £42,500 £60,000 £57,500
Median salary % change year-on-year -29.17% +4.35% -4.17%
10th Percentile £36,250 £38,750 £33,750
90th Percentile £71,125 £72,500 £120,000
England median annual salary £65,000 £62,500 £65,000
% change year-on-year +4.00% -3.85% +8.33%

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 the Midlands with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Midlands
Permanent vacancies with a requirement for database or business intelligence skills 4,543 4,766 5,530
As % of all permanent IT jobs advertised in the Midlands 30.28% 28.70% 31.69%
Number of salaries quoted 3,880 3,969 4,600
Midlands median annual salary £40,000 £40,000 £40,000
10th Percentile £26,250 £26,250 £25,000
90th Percentile £61,000 £61,250 £57,500
England median annual salary £50,000 £47,500 £46,000
% change year-on-year +5.26% +3.26% +2.22%

Hadoop
Job Vacancy Trend in the Midlands

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

Job vacancy trend for Hadoop in the Midlands

Hadoop
Salary Trend in the Midlands

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

Salary trend for Hadoop in the Midlands

Hadoop
Salary Histogram in the Midlands

The salary distribution of IT jobs citing Hadoop in the Midlands over the 6 months to 16 January 2018.

Salary histogram for Hadoop in the Midlands

Hadoop
Job Locations in the Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the Midlands region over the 6 months to 16 January 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
East Midlands +46 46 £42,500 -19.05% 13
West Midlands -36 31 £42,500 -29.17% 12
Hadoop
England

For the 6 months to 16 January 2018, 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 Midlands region with a requirement for Hadoop.

1 42 (54.55%) SQL
2 37 (48.05%) Apache Spark
3 34 (44.16%) Java
3 34 (44.16%) Python
4 32 (41.56%) Big Data
4 32 (41.56%) Analytics
5 28 (36.36%) Business Intelligence
6 25 (32.47%) Agile Software Development
7 22 (28.57%) SQL Server
8 20 (25.97%) ETL
9 18 (23.38%) Data Modelling
10 17 (22.08%) Finance
10 17 (22.08%) Analytical Skills
11 15 (19.48%) R
11 15 (19.48%) Degree
11 15 (19.48%) Scrum
12 14 (18.18%) Visualisation
12 14 (18.18%) Microsoft Azure
12 14 (18.18%) Apache Hive
12 14 (18.18%) MongoDB
13 13 (16.88%) MapReduce
13 13 (16.88%) HBase
13 13 (16.88%) Scala
13 13 (16.88%) Data Mining
13 13 (16.88%) MySQL
13 13 (16.88%) JavaScript
13 13 (16.88%) Linux
14 12 (15.58%) Data Analytics
14 12 (15.58%) Business Transformation
15 11 (14.29%) Multithreading

Hadoop
Co-occurring IT Skills in the Midlands 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 37 (48.05%) Apache Spark
2 5 (6.49%) Apache Solr
3 4 (5.19%) JBoss
3 4 (5.19%) WebLogic
3 4 (5.19%) WebSphere
4 3 (3.90%) Apache
4 3 (3.90%) SAS
4 3 (3.90%) Tomcat
5 2 (2.60%) Jetty
5 2 (2.60%) Oracle SOA Suite
5 2 (2.60%) SharePoint
6 1 (1.30%) Elasticsearch
6 1 (1.30%) GlassFish
6 1 (1.30%) OpenStack
6 1 (1.30%) WebSphere Application Server
6 1 (1.30%) WordPress
Applications
1 1 (1.30%) Microsoft Excel
1 1 (1.30%) Microsoft Office
1 1 (1.30%) Microsoft PowerPoint
Business Applications
1 1 (1.30%) Dynamics CRM
Cloud Services
1 14 (18.18%) Microsoft Azure
2 4 (5.19%) Amazon AWS
3 3 (3.90%) Azure Data Factory
4 2 (2.60%) Google Cloud Platform
5 1 (1.30%) Bluemix
5 1 (1.30%) Cortana Intelligence Suite
5 1 (1.30%) IBM Cloud
5 1 (1.30%) SaaS
Communications & Networking
1 1 (1.30%) AMQP
Database & Business Intelligence
1 32 (41.56%) Big Data
2 22 (28.57%) SQL Server
3 14 (18.18%) Apache Hive
3 14 (18.18%) MongoDB
4 13 (16.88%) Data Mining
4 13 (16.88%) HBase
4 13 (16.88%) MySQL
5 9 (11.69%) NoSQL
6 8 (10.39%) QlikView
6 8 (10.39%) SQL Server Integration Services
6 8 (10.39%) Sqoop
7 7 (9.09%) Power BI
7 7 (9.09%) Relational Database
7 7 (9.09%) SAP HANA
7 7 (9.09%) SQL Server Reporting Services
8 6 (7.79%) Apache Cassandra
8 6 (7.79%) Data Warehouse
9 5 (6.49%) Data Lake
9 5 (6.49%) RDBMS
10 4 (5.19%) Impala
Development Applications
1 2 (2.60%) Git (software)
1 2 (2.60%) Jenkins
2 1 (1.30%) Bitbucket
2 1 (1.30%) Cucumber
2 1 (1.30%) Eclipse
2 1 (1.30%) ERwin
2 1 (1.30%) FitNesse
2 1 (1.30%) JIRA
2 1 (1.30%) JUnit
2 1 (1.30%) Maven
2 1 (1.30%) Mercurial
2 1 (1.30%) Octopus Deploy
2 1 (1.30%) Selenium
2 1 (1.30%) SonarQube
2 1 (1.30%) Vagrant
2 1 (1.30%) Visual Studio
General
1 17 (22.08%) Finance
2 5 (6.49%) Advertising
2 5 (6.49%) Games
2 5 (6.49%) Marketing
3 1 (1.30%) Automotive
3 1 (1.30%) Banking
3 1 (1.30%) Financial Institution
Job Titles
1 32 (41.56%) Developer
2 16 (20.78%) Big Data Developer
3 14 (18.18%) Data Scientist
4 12 (15.58%) Analyst
4 12 (15.58%) Java Developer
5 11 (14.29%) Data Analyst
6 8 (10.39%) Hadoop Developer
7 7 (9.09%) Business Intelligence Developer
7 7 (9.09%) Data Engineer
8 5 (6.49%) Consultant
8 5 (6.49%) Customer Analyst
8 5 (6.49%) Customer Insight Analyst
8 5 (6.49%) Data Insight Analyst
8 5 (6.49%) Insight Analyst
8 5 (6.49%) Insight Data Analyst
8 5 (6.49%) Java Hadoop Developer
9 4 (5.19%) Business Consultant
9 4 (5.19%) Business Developer
9 4 (5.19%) Business Intelligence Consultant
10 3 (3.90%) Python Developer
Libraries, Frameworks & Software Standards
1 10 (12.99%) HTML
2 9 (11.69%) CSS
3 8 (10.39%) Spring
4 6 (7.79%) AngularJS
4 6 (7.79%) Kafka
5 3 (3.90%) Apache Flex
5 3 (3.90%) Hibernate
5 3 (3.90%) HTML5
5 3 (3.90%) JPA
5 3 (3.90%) Node.js
5 3 (3.90%) RabbitMQ
5 3 (3.90%) Spark Streaming
5 3 (3.90%) Twitter Bootstrap
5 3 (3.90%) Web Services
5 3 (3.90%) XML
6 2 (2.60%) .NET
6 2 (2.60%) ASP.NET
6 2 (2.60%) Java EE
6 2 (2.60%) JSON
6 2 (2.60%) XSLT
Miscellaneous
1 17 (22.08%) Analytical Skills
2 10 (12.99%) Algorithms
3 5 (6.49%) BBC
4 3 (3.90%) Computer Science
4 3 (3.90%) Driving Licence
4 3 (3.90%) Greenfield Project
5 2 (2.60%) Data Centre
5 2 (2.60%) Enterprise Software
5 2 (2.60%) User Experience
6 1 (1.30%) Blog
Operating Systems
1 13 (16.88%) Linux
2 3 (3.90%) Windows
3 2 (2.60%) Mac OS X
3 2 (2.60%) Unix
4 1 (1.30%) Windows Server
4 1 (1.30%) Windows Server 2012
Processes & Methodologies
1 32 (41.56%) Analytics
2 28 (36.36%) Business Intelligence
3 25 (32.47%) Agile Software Development
4 20 (25.97%) ETL
5 18 (23.38%) Data Modelling
6 15 (19.48%) Scrum
7 14 (18.18%) Visualisation
8 13 (16.88%) MapReduce
9 12 (15.58%) Business Transformation
9 12 (15.58%) Data Analytics
10 11 (14.29%) Multithreading
11 10 (12.99%) Data Visualisation
11 10 (12.99%) Integration Testing
11 10 (12.99%) Predictive Modelling
11 10 (12.99%) Unit Testing
12 9 (11.69%) Data Analysis
12 9 (11.69%) Multithreaded Programming
12 9 (11.69%) Performance Testing
12 9 (11.69%) Statistical Modelling
13 8 (10.39%) Machine Learning
Programming Languages
1 42 (54.55%) SQL
2 34 (44.16%) Java
2 34 (44.16%) Python
3 15 (19.48%) R
4 13 (16.88%) JavaScript
4 13 (16.88%) Scala
5 9 (11.69%) Shell Script
6 3 (3.90%) Bash Shell
6 3 (3.90%) XPath
7 2 (2.60%) C#
7 2 (2.60%) PHP
7 2 (2.60%) Ruby
7 2 (2.60%) TypeScript
8 1 (1.30%) C
8 1 (1.30%) C++
8 1 (1.30%) Perl
8 1 (1.30%) PL/SQL
8 1 (1.30%) VB
8 1 (1.30%) VB.NET
8 1 (1.30%) VBA
Qualifications
1 15 (19.48%) Degree
2 3 (3.90%) Security Cleared
3 2 (2.60%) Computer Science Degree
3 2 (2.60%) DV Cleared
4 1 (1.30%) PhD
4 1 (1.30%) SC Cleared
Quality Assurance & Compliance
1 1 (1.30%) Data Quality
1 1 (1.30%) QA
System Software
1 7 (9.09%) HDFS
2 2 (2.60%) Apache Flume
2 2 (2.60%) Docker
3 1 (1.30%) Apache ZooKeeper
3 1 (1.30%) Virtual Machines
Systems Management
1 8 (10.39%) Hadoop YARN
2 5 (6.49%) Oozie
3 3 (3.90%) Opscode Chef
4 2 (2.60%) Ansible
4 2 (2.60%) Puppet
5 1 (1.30%) Cobbler
5 1 (1.30%) Kibana
5 1 (1.30%) Kubernetes
5 1 (1.30%) logstash
5 1 (1.30%) Salt
5 1 (1.30%) Terraform
Vendors
1 10 (12.99%) Cloudera
2 9 (11.69%) Oracle
3 7 (9.09%) Birst
3 7 (9.09%) Microsoft
3 7 (9.09%) SAP
3 7 (9.09%) Tableau
4 6 (7.79%) SnapLogic
5 4 (5.19%) Talend
5 4 (5.19%) Zoomdata
6 2 (2.60%) Google
6 2 (2.60%) IBM
6 2 (2.60%) Teradata
6 2 (2.60%) TIBCO
7 1 (1.30%) Cognos
7 1 (1.30%) Informatica
7 1 (1.30%) MapR