Period
to 20 November 2017

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

Apache Hadoop
England > Midlands
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 312 321 335
Rank change year-on-year +9 +14 +41
Permanent jobs citing Hadoop 87 91 91
As % of all permanent IT jobs advertised in the Midlands 0.57% 0.51% 0.49%
As % of the Database & Business Intelligence category 1.88% 1.79% 1.54%
Number of salaries quoted 77 70 85
Midlands median annual salary £42,500 £60,000 £55,000
Median salary % change year-on-year -29.17% +9.09% -8.33%
10th Percentile £32,300 £37,500 £31,500
90th Percentile £70,500 £72,500 £83,750
England median annual salary £62,500 £62,500 £65,000
% change year-on-year - -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 4622 5084 5914
As % of all permanent IT jobs advertised in the Midlands 30.12% 28.43% 31.82%
Number of salaries quoted 3978 4202 5017
Midlands median annual salary £40,000 £40,000 £38,500
Median salary % change year-on-year - +3.90% +2.67%
10th Percentile £26,250 £25,000 £24,000
90th Percentile £60,000 £60,000 £55,000
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

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 20 November 2017.

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 20 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
West Midlands -9 45 £47,500 -20.83% 6
East Midlands +40 42 £42,500 -29.17% 1
Hadoop
England

For the 6 months to 20 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 Midlands region with a requirement for Hadoop.

1 49 (56.32%) SQL
2 43 (49.43%) Python
3 36 (41.38%) Apache Spark
4 35 (40.23%) Analytics
4 35 (40.23%) Java
5 34 (39.08%) Big Data
6 33 (37.93%) Agile Software Development
7 29 (33.33%) Business Intelligence
8 25 (28.74%) Degree
9 19 (21.84%) MongoDB
10 18 (20.69%) Data Modelling
10 18 (20.69%) ETL
10 18 (20.69%) R
11 17 (19.54%) SQL Server
12 16 (18.39%) MySQL
13 15 (17.24%) JavaScript
13 15 (17.24%) Scrum
14 14 (16.09%) Visualisation
14 14 (16.09%) Analytical Skills
15 13 (14.94%) Apache Hive
15 13 (14.94%) Tableau
15 13 (14.94%) Oracle
15 13 (14.94%) SAP
15 13 (14.94%) Data Mining
16 12 (13.79%) Finance
16 12 (13.79%) Microsoft Azure
16 12 (13.79%) NoSQL
16 12 (13.79%) Predictive Modelling
16 12 (13.79%) Spring
16 12 (13.79%) Business Transformation

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 36 (41.38%) Apache Spark
2 9 (10.34%) JBoss
3 7 (8.05%) SAS
4 6 (6.90%) WebLogic
4 6 (6.90%) WebSphere
5 5 (5.75%) Apache
5 5 (5.75%) Oracle SOA Suite
6 4 (4.60%) Apache Solr
6 4 (4.60%) GlassFish
6 4 (4.60%) Tomcat
7 3 (3.45%) Elasticsearch
7 3 (3.45%) Jetty
7 3 (3.45%) WildFly
8 2 (2.30%) ArcGIS
8 2 (2.30%) OpenStack
8 2 (2.30%) SharePoint
8 2 (2.30%) WebSphere Application Server
9 1 (1.15%) Apache Pig
9 1 (1.15%) WordPress
Applications
1 5 (5.75%) Microsoft Excel
1 5 (5.75%) Microsoft PowerPoint
2 3 (3.45%) Microsoft Office
3 2 (2.30%) Microsoft Project
3 2 (2.30%) MS Visio
4 1 (1.15%) Spreadsheet
Business Applications
1 1 (1.15%) Dynamics CRM
Cloud Services
1 12 (13.79%) Microsoft Azure
2 6 (6.90%) Amazon AWS
3 1 (1.15%) Bluemix
3 1 (1.15%) Cortana Intelligence Suite
3 1 (1.15%) Google Cloud Platform
3 1 (1.15%) IBM Cloud
3 1 (1.15%) SaaS
Communications & Networking
1 6 (6.90%) NAS
1 6 (6.90%) SAN
2 5 (5.75%) Firewall
3 4 (4.60%) Ethernet
4 3 (3.45%) Network Security
5 1 (1.15%) AMQP
5 1 (1.15%) Wireshark
Database & Business Intelligence
1 34 (39.08%) Big Data
2 19 (21.84%) MongoDB
3 17 (19.54%) SQL Server
4 16 (18.39%) MySQL
5 13 (14.94%) Apache Hive
5 13 (14.94%) Data Mining
6 12 (13.79%) NoSQL
7 10 (11.49%) QlikView
8 9 (10.34%) Apache Cassandra
9 8 (9.20%) SAP HANA
10 7 (8.05%) BusinessObjects
10 7 (8.05%) PostgreSQL
11 6 (6.90%) HBase
11 6 (6.90%) Looker
11 6 (6.90%) SAP BW
12 5 (5.75%) Data Warehouse
12 5 (5.75%) Qlik Sense
12 5 (5.75%) Redis
12 5 (5.75%) SQL Server Integration Services
12 5 (5.75%) Sqoop
Development Applications
1 6 (6.90%) Fiddler
2 5 (5.75%) Jenkins
3 4 (4.60%) JUnit
4 3 (3.45%) Git (software)
4 3 (3.45%) Hudson
4 3 (3.45%) JBehave
5 2 (2.30%) Cucumber
5 2 (2.30%) Eclipse
5 2 (2.30%) JIRA
5 2 (2.30%) Mercurial
5 2 (2.30%) Selenium
5 2 (2.30%) Talend Open Studio
5 2 (2.30%) Vagrant
6 1 (1.15%) Bitbucket
6 1 (1.15%) ERwin
6 1 (1.15%) FitNesse
6 1 (1.15%) gulp
6 1 (1.15%) SonarQube
6 1 (1.15%) Visual Studio
6 1 (1.15%) webpack
General
1 12 (13.79%) Finance
2 6 (6.90%) Marketing
3 5 (5.75%) Games
4 2 (2.30%) Advertising
4 2 (2.30%) Aerospace
4 2 (2.30%) Banking
5 1 (1.15%) Financial Institution
5 1 (1.15%) Investment Banking
5 1 (1.15%) Legal
Job Titles
1 32 (36.78%) Developer
2 18 (20.69%) Data Scientist
3 15 (17.24%) Analyst
4 12 (13.79%) Data Analyst
5 10 (11.49%) Big Data Developer
6 8 (9.20%) Java Developer
7 7 (8.05%) Business Intelligence Developer
7 7 (8.05%) Software Engineer
8 5 (5.75%) Customer Analyst
8 5 (5.75%) Customer Insight Analyst
8 5 (5.75%) Data Insight Analyst
8 5 (5.75%) Head of Architecture
8 5 (5.75%) Head of Security
8 5 (5.75%) Insight Analyst
8 5 (5.75%) Insight Data Analyst
8 5 (5.75%) JavaScript Developer
8 5 (5.75%) Software Developer
9 4 (4.60%) Business Developer
9 4 (4.60%) Data Engineer
9 4 (4.60%) Node.js Developer
Libraries, Frameworks & Software Standards
1 12 (13.79%) Spring
2 11 (12.64%) HTML
3 9 (10.34%) CSS
4 8 (9.20%) AngularJS
5 6 (6.90%) Hibernate
5 6 (6.90%) Java EE
5 6 (6.90%) Node.js
6 5 (5.75%) Kafka
6 5 (5.75%) React
6 5 (5.75%) RESTful
6 5 (5.75%) Web Services
7 4 (4.60%) .NET
7 4 (4.60%) Ember.js
7 4 (4.60%) HTML5
7 4 (4.60%) JMS
7 4 (4.60%) Spring Boot
8 3 (3.45%) Apache Flex
8 3 (3.45%) JAX-RS
8 3 (3.45%) JPA
8 3 (3.45%) RabbitMQ
Miscellaneous
1 14 (16.09%) Analytical Skills
2 10 (11.49%) Algorithms
3 8 (9.20%) Computer Science
4 5 (5.75%) BBC
4 5 (5.75%) Management Information System
5 3 (3.45%) Enterprise Software
5 3 (3.45%) Mobile App
6 2 (2.30%) Data Structures
6 2 (2.30%) Fintech
6 2 (2.30%) Greenfield Project
6 2 (2.30%) User Experience
7 1 (1.15%) Blog
7 1 (1.15%) Data Centre
7 1 (1.15%) Fixed Income
Operating Systems
1 11 (12.64%) Linux
2 4 (4.60%) Unix
3 3 (3.45%) Android
3 3 (3.45%) Apple iOS
3 3 (3.45%) Kali Linux
4 2 (2.30%) Windows
Processes & Methodologies
1 35 (40.23%) Analytics
2 33 (37.93%) Agile Software Development
3 29 (33.33%) Business Intelligence
4 18 (20.69%) Data Modelling
4 18 (20.69%) ETL
5 15 (17.24%) Scrum
6 14 (16.09%) Visualisation
7 12 (13.79%) Business Transformation
7 12 (13.79%) Predictive Modelling
8 11 (12.64%) Data Analysis
8 11 (12.64%) Data Analytics
8 11 (12.64%) Machine Learning
9 10 (11.49%) Data Visualisation
10 9 (10.34%) Continuous Integration
10 9 (10.34%) Software Engineering
10 9 (10.34%) Statistical Modelling
10 9 (10.34%) Statistics
10 9 (10.34%) TDD
11 8 (9.20%) Statistical Analysis
11 8 (9.20%) Waterfall
Programming Languages
1 49 (56.32%) SQL
2 43 (49.43%) Python
3 35 (40.23%) Java
4 18 (20.69%) R
5 15 (17.24%) JavaScript
6 8 (9.20%) Scala
7 7 (8.05%) Perl
8 4 (4.60%) C#
9 3 (3.45%) Bash Shell
9 3 (3.45%) C++
9 3 (3.45%) Shell Script
9 3 (3.45%) XPath
10 2 (2.30%) C
10 2 (2.30%) PHP
10 2 (2.30%) PowerShell
10 2 (2.30%) Ruby
10 2 (2.30%) TypeScript
11 1 (1.15%) ES6
11 1 (1.15%) Go
11 1 (1.15%) PL/SQL
Qualifications
1 25 (28.74%) Degree
2 5 (5.75%) CISSP
2 5 (5.75%) ISSEP
3 4 (4.60%) Master's Degree
4 3 (3.45%) Computer Science Degree
5 2 (2.30%) PhD
5 2 (2.30%) SC Cleared
5 2 (2.30%) Security Cleared
6 1 (1.15%) Numerate Degree
Quality Assurance & Compliance
1 6 (6.90%) ISO/IEC 27001
2 5 (5.75%) NIST 800
3 1 (1.15%) Data Quality
3 1 (1.15%) QA
System Software
1 5 (5.75%) Docker
1 5 (5.75%) VMware ESXi
2 4 (4.60%) HDFS
3 1 (1.15%) Apache ZooKeeper
Systems Management
1 6 (6.90%) HP Fortify
1 6 (6.90%) Nessus
2 5 (5.75%) Oozie
3 4 (4.60%) Ansible
3 4 (4.60%) Opscode Chef
3 4 (4.60%) Puppet
4 2 (2.30%) Hadoop YARN
4 2 (2.30%) Kibana
4 2 (2.30%) logstash
4 2 (2.30%) Salt
5 1 (1.15%) Cobbler
5 1 (1.15%) Mesos
Vendors
1 13 (14.94%) Oracle
1 13 (14.94%) SAP
1 13 (14.94%) Tableau
2 7 (8.05%) Birst
2 7 (8.05%) Microsoft
2 7 (8.05%) Veracode
3 6 (6.90%) Cloudera
3 6 (6.90%) HP
3 6 (6.90%) NetApp
3 6 (6.90%) SnapLogic
4 4 (4.60%) Zoomdata
5 3 (3.45%) IBM
5 3 (3.45%) TIBCO
6 2 (2.30%) Talend
6 2 (2.30%) Teradata
7 1 (1.15%) Black Duck
7 1 (1.15%) Cognos
7 1 (1.15%) Google
7 1 (1.15%) MuleSoft
7 1 (1.15%) WSO2