Period
to 21 June 2018

The following table provides summary statistics for permanent job vacancies advertised in the East 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 21 June 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > East Midlands
6 months to
21 Jun 2018
Same period 2017 Same period 2016
Rank 156 214 195
Rank change year-on-year +58 -19 +27
Permanent jobs citing Hadoop 73 19 54
As % of all permanent IT jobs advertised in the East Midlands 1.41% 0.34% 0.84%
As % of the Database & Business Intelligence category 4.04% 1.12% 2.54%
Number of salaries quoted 64 18 48
East Midlands median annual salary £50,000 £51,250 £40,000
Median salary % change year-on-year -2.44% +28.13% -23.81%
10th Percentile £37,875 £35,850 £33,750
90th Percentile £100,000 £60,000 £65,000
England median annual salary £67,500 £65,000 £62,500
% change year-on-year +3.85% +4.00% -

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

All Database and Business Intelligence Skills
East Midlands
Permanent vacancies with a requirement for database or business intelligence skills 1,808 1,693 2,129
As % of all permanent IT jobs advertised in the East Midlands 34.92% 30.44% 33.11%
Number of salaries quoted 1,581 1,423 1,693
East Midlands median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £26,750 £26,250 £26,250
90th Percentile £60,000 £60,000 £56,250
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

Hadoop
Job Vacancy Trend in the East Midlands

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

Job vacancy trend for Hadoop in the East Midlands

Hadoop
Salary Trend in the East Midlands

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

Salary trend for Hadoop in the East Midlands

Hadoop
Salary Histogram in the East Midlands

The salary distribution of IT jobs citing Hadoop in the East Midlands over the 6 months to 21 June 2018.

Salary histogram for Hadoop in the East Midlands

Hadoop
Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the East Midlands region over the 6 months to 21 June 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
Nottinghamshire +19 31 £50,000 -4.76% 4
Northamptonshire +12 22 £95,000 +111.11% 3
Derbyshire +2 8 £48,750 -
Leicestershire +15 7 £42,000 -8.20% 1
Lincolnshire 0 2 £35,000 -41.67%
Hadoop
England

For the 6 months to 21 June 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 East Midlands region with a requirement for Hadoop.

1 53 (72.60%) Agile Software Development
2 46 (63.01%) Big Data
3 35 (47.95%) SQL
4 34 (46.58%) Apache Spark
5 31 (42.47%) Analytical Skills
5 31 (42.47%) SQL Server
6 30 (41.10%) Java
7 28 (38.36%) Data Warehouse
8 24 (32.88%) Scrum
8 24 (32.88%) Microsoft Azure
9 23 (31.51%) Business Intelligence
10 19 (26.03%) Microsoft
10 19 (26.03%) Opscode Chef
11 18 (24.66%) MongoDB
11 18 (24.66%) Finance
12 17 (23.29%) Docker
13 16 (21.92%) Amazon AWS
13 16 (21.92%) Scala
14 15 (20.55%) NoSQL
14 15 (20.55%) Kafka
14 15 (20.55%) Analytics
15 14 (19.18%) DevOps
16 13 (17.81%) Continuous Delivery
16 13 (17.81%) AngularJS
16 13 (17.81%) ETL
16 13 (17.81%) SAS
16 13 (17.81%) Windows
16 13 (17.81%) Multithreading
16 13 (17.81%) Data Architecture
16 13 (17.81%) Problem-Solving

Hadoop
Co-occurring IT Skills in the East 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 34 (46.58%) Apache Spark
2 13 (17.81%) SAS
3 7 (9.59%) Tomcat
4 6 (8.22%) JBoss
5 5 (6.85%) Jetty
5 5 (6.85%) WebLogic
6 1 (1.37%) Apache
6 1 (1.37%) Apache Solr
6 1 (1.37%) Elasticsearch
Applications
1 1 (1.37%) SPSS
Cloud Services
1 24 (32.88%) Microsoft Azure
2 16 (21.92%) Amazon AWS
3 11 (15.07%) Google Cloud Platform
4 9 (12.33%) IBM Cloud
5 2 (2.74%) AWS Lambda
5 2 (2.74%) Serverless
6 1 (1.37%) Cloud Computing
6 1 (1.37%) SaaS
Communications & Networking
1 2 (2.74%) Kerberos
2 1 (1.37%) TCP/IP
Database & Business Intelligence
1 46 (63.01%) Big Data
2 31 (42.47%) SQL Server
3 28 (38.36%) Data Warehouse
4 18 (24.66%) MongoDB
5 15 (20.55%) NoSQL
6 11 (15.07%) Apache Cassandra
6 11 (15.07%) BigQuery
6 11 (15.07%) HBase
7 9 (12.33%) Power BI
7 9 (12.33%) Star Schema
8 8 (10.96%) Data Mining
9 7 (9.59%) Oracle ODI
9 7 (9.59%) Relational Database
9 7 (9.59%) SQL Server Analysis Services
9 7 (9.59%) SQL Server Integration Services
9 7 (9.59%) SQL Server Reporting Services
10 6 (8.22%) MySQL
10 6 (8.22%) Oracle BI EE
11 5 (6.85%) Redis
12 4 (5.48%) Riak
Development Applications
1 12 (16.44%) Jenkins
2 11 (15.07%) Octopus Deploy
3 6 (8.22%) Team Foundation Server
3 6 (8.22%) Visual Studio
4 5 (6.85%) Selenium
5 4 (5.48%) Cucumber
5 4 (5.48%) FitNesse
5 4 (5.48%) Vagrant
6 2 (2.74%) Spinnaker
7 1 (1.37%) CA Release Automation
7 1 (1.37%) Git (software)
7 1 (1.37%) gulp
7 1 (1.37%) JIRA
7 1 (1.37%) JUnit
7 1 (1.37%) tSQLt
General
1 18 (24.66%) Finance
2 6 (8.22%) Electronics
3 4 (5.48%) Retail
4 3 (4.11%) Banking
4 3 (4.11%) Law
5 2 (2.74%) Investment Banking
6 1 (1.37%) Financial Institution
6 1 (1.37%) General Ledger
6 1 (1.37%) Marketing
Job Titles
1 23 (31.51%) Developer
2 14 (19.18%) DevOps Engineer
3 10 (13.70%) Big Data Developer
3 10 (13.70%) Hadoop Developer
3 10 (13.70%) Java Developer
4 9 (12.33%) Java Hadoop Developer
5 8 (10.96%) Business Intelligence Developer
6 7 (9.59%) Consultant
7 6 (8.22%) Architect
7 6 (8.22%) Head of Architecture
7 6 (8.22%) Head of Data Architecture
7 6 (8.22%) OBIEE Consultant
8 5 (6.85%) Java Engineer
9 4 (5.48%) Data Architect
10 3 (4.11%) Analyst
10 3 (4.11%) Designer
11 2 (2.74%) Apache Spark Developer
11 2 (2.74%) AWS Engineer
11 2 (2.74%) Business Developer
11 2 (2.74%) Scala Developer
Libraries, Frameworks & Software Standards
1 15 (20.55%) Kafka
2 13 (17.81%) AngularJS
3 12 (16.44%) .NET
4 11 (15.07%) ASP.NET
4 11 (15.07%) ASP.NET MVC
4 11 (15.07%) ASP.NET MVC 5
5 7 (9.59%) JSON
5 7 (9.59%) XML
6 6 (8.22%) HTML
6 6 (8.22%) MDX
7 5 (6.85%) .NET Core
7 5 (6.85%) ASP.NET Web API
7 5 (6.85%) Hibernate
7 5 (6.85%) HTML5
7 5 (6.85%) jQuery
7 5 (6.85%) Spring
8 4 (5.48%) JPA
8 4 (5.48%) Node.js
9 2 (2.74%) Spark Streaming
10 1 (1.37%) React
Miscellaneous
1 31 (42.47%) Analytical Skills
2 8 (10.96%) Algorithms
3 7 (9.59%) Self-Motivation
4 6 (8.22%) Computer Science
4 6 (8.22%) Data Centre
4 6 (8.22%) Greenfield Project
5 5 (6.85%) Private Cloud
6 3 (4.11%) Foreign Exchange (FX)
7 2 (2.74%) Bitcoin
7 2 (2.74%) Credit Risk
7 2 (2.74%) Digital Currency
8 1 (1.37%) Data Structures
8 1 (1.37%) Equities
8 1 (1.37%) Fintech
8 1 (1.37%) Fixed Income
8 1 (1.37%) Public Cloud
8 1 (1.37%) Virtual Team
Operating Systems
1 13 (17.81%) Windows
2 11 (15.07%) Windows Server
2 11 (15.07%) Windows Server 2012
3 9 (12.33%) Linux
4 5 (6.85%) Unix
5 1 (1.37%) Red Hat Enterprise Linux
Processes & Methodologies
1 53 (72.60%) Agile Software Development
2 24 (32.88%) Scrum
3 23 (31.51%) Business Intelligence
4 15 (20.55%) Analytics
5 14 (19.18%) DevOps
6 13 (17.81%) Continuous Delivery
6 13 (17.81%) Data Architecture
6 13 (17.81%) ETL
6 13 (17.81%) Multithreading
6 13 (17.81%) Problem-Solving
7 12 (16.44%) Data Management
7 12 (16.44%) Visualisation
8 11 (15.07%) Continuous Integration
8 11 (15.07%) Data Modelling
8 11 (15.07%) MVC
8 11 (15.07%) Release Management
9 10 (13.70%) Integration Testing
10 9 (12.33%) Data Engineering
10 9 (12.33%) Open Source
11 7 (9.59%) Data Integration
Programming Languages
1 35 (47.95%) SQL
2 30 (41.10%) Java
3 16 (21.92%) Scala
4 12 (16.44%) C#
4 12 (16.44%) PowerShell
4 12 (16.44%) Python
5 8 (10.96%) T-SQL
6 7 (9.59%) PL/SQL
7 6 (8.22%) Data Analysis Expressions (DAX)
7 6 (8.22%) JavaScript
7 6 (8.22%) Shell Script
8 3 (4.11%) Ruby
9 2 (2.74%) Java 8
9 2 (2.74%) VBA
10 1 (1.37%) Bash Shell
10 1 (1.37%) C
10 1 (1.37%) R
Qualifications
1 7 (9.59%) Degree
2 1 (1.37%) Computer Science Degree
Quality Assurance & Compliance
1 6 (8.22%) GDPR
2 3 (4.11%) Data Quality
System Software
1 17 (23.29%) Docker
2 11 (15.07%) Virtual Machines
3 2 (2.74%) Apache Flume
3 2 (2.74%) Apache ZooKeeper
4 1 (1.37%) VMware Infrastructure
Systems Management
1 19 (26.03%) Opscode Chef
2 11 (15.07%) Kubernetes
2 11 (15.07%) Terraform
3 8 (10.96%) Hadoop YARN
4 6 (8.22%) Ansible
4 6 (8.22%) Puppet
5 4 (5.48%) Cobbler
6 2 (2.74%) Ambari
6 2 (2.74%) Oozie
7 1 (1.37%) logstash
7 1 (1.37%) Rundeck
Vendors
1 19 (26.03%) Microsoft
2 12 (16.44%) Informatica
2 12 (16.44%) Oracle
3 11 (15.07%) Google
4 10 (13.70%) Tableau
4 10 (13.70%) Talend
5 9 (12.33%) Cloudera
6 7 (9.59%) MapR
6 7 (9.59%) Teradata
7 3 (4.11%) Ab Initio
8 1 (1.37%) Alteryx
8 1 (1.37%) Red Hat
8 1 (1.37%) VMware