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

Apache Hadoop
England > Midlands
6 months to
20 Jul 2018
Same period 2017 Same period 2016
Rank 270 319 275
Rank change year-on-year +49 -44 +69
Permanent jobs citing Hadoop 122 73 163
As % of all permanent IT jobs advertised in the Midlands 0.84% 0.47% 0.86%
As % of the Database & Business Intelligence category 2.89% 1.54% 3.00%
Number of salaries quoted 103 62 115
Midlands median annual salary £52,500 £52,500 £57,500
Median salary % change year-on-year - -8.70% +4.55%
10th Percentile £37,750 £40,000 £37,500
90th Percentile £87,000 £74,000 £70,000
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 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 4,228 4,745 5,432
As % of all permanent IT jobs advertised in the Midlands 29.00% 30.33% 28.50%
Number of salaries quoted 3,559 4,098 4,483
Midlands median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +5.26%
10th Percentile £27,500 £26,250 £24,000
90th Percentile £60,850 £58,750 £57,500
England median annual salary £50,000 £47,500 £47,500
% 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 July 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 20 July 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 +60 71 £50,000 - 8
West Midlands +20 51 £60,000 +9.09% 6
Hadoop
England

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

1 72 (59.02%) Big Data
2 63 (51.64%) SQL
3 59 (48.36%) Agile Software Development
4 57 (46.72%) Apache Spark
5 54 (44.26%) Analytics
6 49 (40.16%) Java
7 45 (36.89%) SQL Server
7 45 (36.89%) Business Intelligence
8 42 (34.43%) Microsoft Azure
9 35 (28.69%) Data Warehouse
10 32 (26.23%) ETL
11 31 (25.41%) Microsoft
11 31 (25.41%) Python
11 31 (25.41%) Analytical Skills
12 30 (24.59%) Oracle
13 28 (22.95%) NoSQL
14 27 (22.13%) MongoDB
14 27 (22.13%) Kafka
14 27 (22.13%) Scrum
14 27 (22.13%) Docker
14 27 (22.13%) Power BI
15 26 (21.31%) Scala
16 25 (20.49%) Visualisation
17 23 (18.85%) Continuous Integration
17 23 (18.85%) Cloudera
18 21 (17.21%) AngularJS
18 21 (17.21%) Jenkins
18 21 (17.21%) Apache Cassandra
19 19 (15.57%) Finance
19 19 (15.57%) Open Source

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 57 (46.72%) Apache Spark
2 16 (13.11%) Apache
3 14 (11.48%) SAS
4 11 (9.02%) JBoss
5 7 (5.74%) Tomcat
6 6 (4.92%) WebLogic
7 5 (4.10%) Oracle SOA Suite
7 5 (4.10%) WildFly
8 4 (3.28%) Jetty
9 3 (2.46%) Elasticsearch
10 2 (1.64%) Apache Pig
10 2 (1.64%) Apache Solr
Applications
1 1 (0.82%) SPSS
Cloud Services
1 42 (34.43%) Microsoft Azure
2 18 (14.75%) Amazon AWS
3 12 (9.84%) Azure Data Factory
3 12 (9.84%) Google Cloud Platform
4 8 (6.56%) IBM Cloud
5 7 (5.74%) SaaS
6 6 (4.92%) PaaS
7 4 (3.28%) AWS Lambda
7 4 (3.28%) Serverless
8 1 (0.82%) Cloud Computing
Communications & Networking
1 2 (1.64%) Kerberos
2 1 (0.82%) TCP/IP
Database & Business Intelligence
1 72 (59.02%) Big Data
2 45 (36.89%) SQL Server
3 35 (28.69%) Data Warehouse
4 28 (22.95%) NoSQL
5 27 (22.13%) MongoDB
5 27 (22.13%) Power BI
6 21 (17.21%) Apache Cassandra
7 19 (15.57%) SQL Server Integration Services
8 18 (14.75%) SQL Server Analysis Services
8 18 (14.75%) SQL Server Reporting Services
9 16 (13.11%) MySQL
10 14 (11.48%) SQL Server 2012
11 12 (9.84%) Azure SQL Data Warehouse
11 12 (9.84%) Azure SQL Database
11 12 (9.84%) Data Lake
11 12 (9.84%) HDInsight
12 11 (9.02%) Apache Hive
12 11 (9.02%) HBase
12 11 (9.02%) SQL Server 2014
13 10 (8.20%) BigQuery
Development Applications
1 21 (17.21%) Jenkins
2 11 (9.02%) Git (software)
3 10 (8.20%) Octopus Deploy
4 7 (5.74%) Team Foundation Server
5 6 (4.92%) JBehave
5 6 (4.92%) Mockito
5 6 (4.92%) Selenium
6 5 (4.10%) Cucumber
6 5 (4.10%) FitNesse
6 5 (4.10%) Visual Studio
7 4 (3.28%) JUnit
7 4 (3.28%) Vagrant
8 3 (2.46%) Maven
9 2 (1.64%) Bitbucket
9 2 (1.64%) Spinnaker
9 2 (1.64%) TestNG
10 1 (0.82%) CA Release Automation
10 1 (0.82%) Gradle
10 1 (0.82%) LoadUI
10 1 (0.82%) tSQLt
General
1 19 (15.57%) Finance
2 11 (9.02%) Advertising
3 8 (6.56%) Retail
4 6 (4.92%) Electronics
5 4 (3.28%) Law
6 3 (2.46%) Banking
6 3 (2.46%) Financial Institution
7 2 (1.64%) Automotive
7 2 (1.64%) Investment Banking
7 2 (1.64%) Marketing
8 1 (0.82%) General Ledger
8 1 (0.82%) Manufacturing
Job Titles
1 28 (22.95%) Developer
2 21 (17.21%) Consultant
3 18 (14.75%) Data Engineer
4 13 (10.66%) Architect
4 13 (10.66%) DevOps Engineer
5 9 (7.38%) Data Consultant
5 9 (7.38%) Java Developer
6 8 (6.56%) Business Intelligence Developer
6 8 (6.56%) Hadoop Developer
6 8 (6.56%) Hadoop Engineer
6 8 (6.56%) Java Hadoop Developer
6 8 (6.56%) Senior Developer
6 8 (6.56%) Solutions Architect
7 7 (5.74%) Big Data Developer
7 7 (5.74%) Big Data Engineer
7 7 (5.74%) Data Warehouse Consultant
8 6 (4.92%) Azure Consultant
8 6 (4.92%) OBIEE Consultant
9 5 (4.10%) Data Scientist
9 5 (4.10%) Head of Data Architecture
Libraries, Frameworks & Software Standards
1 27 (22.13%) Kafka
2 21 (17.21%) AngularJS
3 17 (13.93%) .NET
4 13 (10.66%) HTML
5 12 (9.84%) HTML5
5 12 (9.84%) Node.js
5 12 (9.84%) Spring
6 11 (9.02%) jQuery
7 10 (8.20%) ASP.NET
7 10 (8.20%) ASP.NET MVC
7 10 (8.20%) ASP.NET MVC 5
7 10 (8.20%) Hibernate
8 6 (4.92%) .NET Core
8 6 (4.92%) JSON
8 6 (4.92%) RESTful
8 6 (4.92%) Twitter Bootstrap
8 6 (4.92%) XML
9 5 (4.10%) Java EE
9 5 (4.10%) MDX
9 5 (4.10%) OAuth
Miscellaneous
1 31 (25.41%) Analytical Skills
2 12 (9.84%) Algorithms
3 11 (9.02%) Driving Licence
4 10 (8.20%) Computer Science
4 10 (8.20%) Self-Motivation
5 6 (4.92%) Greenfield Project
5 6 (4.92%) Mobile App
6 5 (4.10%) Data Centre
6 5 (4.10%) Private Cloud
7 3 (2.46%) Data Structures
7 3 (2.46%) Fintech
7 3 (2.46%) Foreign Exchange (FX)
8 2 (1.64%) Bitcoin
8 2 (1.64%) Clustering
8 2 (1.64%) Credit Risk
8 2 (1.64%) Digital Currency
8 2 (1.64%) User Experience
9 1 (0.82%) Industry 4.0
9 1 (0.82%) Public Cloud
9 1 (0.82%) Virtual Team
Operating Systems
1 13 (10.66%) Windows
2 11 (9.02%) Linux
3 10 (8.20%) Windows Server
3 10 (8.20%) Windows Server 2012
4 7 (5.74%) Unix
5 5 (4.10%) Android
5 5 (4.10%) Apple iOS
6 3 (2.46%) Red Hat Enterprise Linux
7 2 (1.64%) Oracle Linux
7 2 (1.64%) SUSE
8 1 (0.82%) Mac OS X
Processes & Methodologies
1 59 (48.36%) Agile Software Development
2 54 (44.26%) Analytics
3 45 (36.89%) Business Intelligence
4 32 (26.23%) ETL
5 27 (22.13%) Scrum
6 25 (20.49%) Visualisation
7 23 (18.85%) Continuous Integration
8 19 (15.57%) Open Source
9 18 (14.75%) Data Analytics
10 16 (13.11%) Data Modelling
10 16 (13.11%) Data Visualisation
10 16 (13.11%) Software Engineering
10 16 (13.11%) TDD
11 15 (12.30%) DevOps
11 15 (12.30%) Problem-Solving
12 14 (11.48%) Data Architecture
13 13 (10.66%) Data Development
14 12 (9.84%) Continuous Delivery
14 12 (9.84%) Data Transformation
14 12 (9.84%) MVC
Programming Languages
1 63 (51.64%) SQL
2 49 (40.16%) Java
3 31 (25.41%) Python
4 26 (21.31%) Scala
5 13 (10.66%) JavaScript
5 13 (10.66%) R
6 11 (9.02%) C#
6 11 (9.02%) PowerShell
7 8 (6.56%) T-SQL
8 7 (5.74%) PL/SQL
9 5 (4.10%) Data Analysis Expressions (DAX)
10 4 (3.28%) Ruby
11 3 (2.46%) Java 8
11 3 (2.46%) Shell Script
12 2 (1.64%) MATLAB
12 2 (1.64%) VBA
13 1 (0.82%) Bash Shell
13 1 (0.82%) C
13 1 (0.82%) C++
13 1 (0.82%) Delphi
Qualifications
1 19 (15.57%) Degree
2 5 (4.10%) PhD
3 4 (3.28%) Computer Science Degree
3 4 (3.28%) Security Cleared
4 2 (1.64%) SC Cleared
5 1 (0.82%) DV Cleared
Quality Assurance & Compliance
1 7 (5.74%) Data Quality
2 5 (4.10%) GDPR
3 2 (1.64%) QA
System Software
1 27 (22.13%) Docker
2 13 (10.66%) HDFS
3 10 (8.20%) Virtual Machines
4 4 (3.28%) Apache ZooKeeper
5 3 (2.46%) Apache Flume
6 2 (1.64%) GFS2
7 1 (0.82%) VMware Infrastructure
Systems Management
1 18 (14.75%) Opscode Chef
2 10 (8.20%) Kubernetes
2 10 (8.20%) Terraform
3 7 (5.74%) Hadoop YARN
3 7 (5.74%) Puppet
4 6 (4.92%) Ansible
5 4 (3.28%) Cobbler
6 3 (2.46%) Marathon
6 3 (2.46%) Oozie
7 2 (1.64%) Ambari
8 1 (0.82%) logstash
8 1 (0.82%) Rundeck
Vendors
1 31 (25.41%) Microsoft
2 30 (24.59%) Oracle
3 23 (18.85%) Cloudera
4 19 (15.57%) Tableau
4 19 (15.57%) Talend
5 17 (13.93%) Informatica
6 13 (10.66%) Google
7 7 (5.74%) Teradata
8 6 (4.92%) MapR
8 6 (4.92%) Xamarin
9 3 (2.46%) Ab Initio
9 3 (2.46%) Red Hat
9 3 (2.46%) Twitter
10 2 (1.64%) Splunk
10 2 (1.64%) Vertica
11 1 (0.82%) Alteryx
11 1 (0.82%) Hortonworks
11 1 (0.82%) VMware