Period
to 21 August 2018

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

Apache Hadoop
North West > Manchester
6 months to
21 Aug 2018
Same period 2017 Same period 2016
Rank 149 131 205
Rank change year-on-year -18 +74 0
Permanent jobs citing Hadoop 137 204 59
As % of all permanent IT jobs advertised in Manchester 1.88% 2.50% 0.84%
As % of the Database & Business Intelligence category 5.87% 7.30% 2.60%
Number of salaries quoted 112 162 44
Manchester median annual salary £55,000 £60,000 £50,000
Median salary % change year-on-year -8.33% +20.00% -
10th Percentile £37,500 £28,875 £31,805
90th Percentile £85,000 £77,500 £67,500
North West median annual salary £55,000 £60,000 £50,000
% change year-on-year -8.33% +20.00% -

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 Manchester with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Manchester
Permanent vacancies with a requirement for database or business intelligence skills 2,334 2,793 2,265
As % of all permanent IT jobs advertised in Manchester 32.04% 34.22% 32.10%
Number of salaries quoted 2,070 2,411 2,026
Manchester median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £27,500 £27,500 £26,750
90th Percentile £66,375 £62,500 £58,750
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - -

Hadoop
Job Vacancy Trend in Manchester

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

Job vacancy trend for Hadoop in Manchester

Hadoop
Salary Trend in Manchester

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

Salary trend for Hadoop in Manchester

Hadoop
Salary Histogram in Manchester

The salary distribution of IT jobs citing Hadoop in Manchester over the 6 months to 21 August 2018.

Salary histogram for Hadoop in Manchester

For the 6 months to 21 August 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 Manchester region with a requirement for Hadoop.

1 85 (62.04%) Java
2 77 (56.20%) Python
3 72 (52.55%) Apache Spark
4 70 (51.09%) Big Data
5 56 (40.88%) Agile Software Development
6 54 (39.42%) Amazon AWS
7 49 (35.77%) JavaScript
8 48 (35.04%) Software Engineering
9 47 (34.31%) Scrum
10 42 (30.66%) Retail
10 42 (30.66%) Docker
11 40 (29.20%) DevOps
11 40 (29.20%) C++
12 39 (28.47%) SQL
13 38 (27.74%) Linux
13 38 (27.74%) Puppet
14 37 (27.01%) TDD
14 37 (27.01%) Test Automation
15 35 (25.55%) Scala
15 35 (25.55%) Microservices
15 35 (25.55%) Data Science
16 34 (24.82%) Continuous Integration
17 33 (24.09%) C#
17 33 (24.09%) Apache Hive
18 32 (23.36%) Machine Learning
19 31 (22.63%) Analytical Skills
19 31 (22.63%) Finance
20 30 (21.90%) Mentoring
21 29 (21.17%) Ansible
21 29 (21.17%) Digital Marketing

Hadoop
Co-occurring IT Skills in Manchester 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 72 (52.55%) Apache Spark
2 26 (18.98%) Apache Pig
3 22 (16.06%) Apache Solr
4 11 (8.03%) SAS
5 10 (7.30%) Apache
6 5 (3.65%) Cloud Foundry
7 2 (1.46%) Elasticsearch
7 2 (1.46%) JBoss
7 2 (1.46%) Jetty
7 2 (1.46%) Tomcat
7 2 (1.46%) WebLogic
8 1 (0.73%) Confluence
8 1 (0.73%) Jupyter
8 1 (0.73%) WebSphere
8 1 (0.73%) WildFly
Cloud Services
1 54 (39.42%) Amazon AWS
2 25 (18.25%) SaaS
3 21 (15.33%) Google Cloud Platform
4 19 (13.87%) AWS CloudFormation
5 11 (8.03%) PaaS
6 10 (7.30%) Microsoft Azure
7 7 (5.11%) Amazon S3
8 5 (3.65%) IaaS
9 2 (1.46%) Amazon EC2
9 2 (1.46%) Amazon EMR
9 2 (1.46%) Cloud Computing
10 1 (0.73%) Amazon SageMaker
10 1 (0.73%) Amazon SQS
10 1 (0.73%) AWS Lambda
10 1 (0.73%) Google Analytics
10 1 (0.73%) Serverless
Communications & Networking
1 14 (10.22%) TCP/IP
2 10 (7.30%) Firewall
2 10 (7.30%) HTTP
2 10 (7.30%) SSL
3 2 (1.46%) Internet
4 1 (0.73%) AMQP
Database & Business Intelligence
1 70 (51.09%) Big Data
2 33 (24.09%) Apache Hive
3 26 (18.98%) Apache Cassandra
4 24 (17.52%) MongoDB
5 23 (16.79%) MySQL
6 18 (13.14%) SQL Server
7 16 (11.68%) NoSQL
8 9 (6.57%) Data Warehouse
9 7 (5.11%) PostgreSQL
10 5 (3.65%) Amazon Redshift
11 4 (2.92%) Enterprise Data Warehouse
11 4 (2.92%) HBase
12 3 (2.19%) Data Mining
13 2 (1.46%) Amazon Athena
13 2 (1.46%) Amazon DynamoDB
13 2 (1.46%) Couchbase
13 2 (1.46%) Pentaho
13 2 (1.46%) Redis
13 2 (1.46%) Riak
13 2 (1.46%) Sqoop
Development Applications
1 17 (12.41%) gulp
2 16 (11.68%) Selenium
3 15 (10.95%) JIRA
4 14 (10.22%) Git (software)
5 10 (7.30%) Atlassian Bamboo
5 10 (7.30%) Bitbucket
5 10 (7.30%) CodeSonar
5 10 (7.30%) git-flow
5 10 (7.30%) Robot Framework
6 7 (5.11%) Cucumber
7 5 (3.65%) Jenkins
7 5 (3.65%) TeamCity
8 3 (2.19%) Grunt
8 3 (2.19%) JMeter
8 3 (2.19%) LoadRunner
8 3 (2.19%) Redmine
8 3 (2.19%) WATIR
9 2 (1.46%) GitLab
9 2 (1.46%) Vagrant
10 1 (0.73%) SpecFlow
General
1 42 (30.66%) Retail
2 31 (22.63%) Finance
3 29 (21.17%) Marketing
4 19 (13.87%) Electronics
4 19 (13.87%) Manufacturing
4 19 (13.87%) Telecoms
5 6 (4.38%) Banking
6 5 (3.65%) Law
6 5 (3.65%) Military
7 3 (2.19%) Games
8 1 (0.73%) Thai Language
Job Titles
1 25 (18.25%) Developer
2 23 (16.79%) Data Scientist
2 23 (16.79%) Software Engineer
3 21 (15.33%) Java Engineer
4 19 (13.87%) Java Developer
5 17 (12.41%) Java Software Engineer
6 11 (8.03%) Architect
7 10 (7.30%) C# Software Engineer
7 10 (7.30%) C++ Software Engineer
7 10 (7.30%) Lead Developer
7 10 (7.30%) Software Manager
8 9 (6.57%) Engineering Manager
8 9 (6.57%) Lead Software Engineer
8 9 (6.57%) Software Developer
8 9 (6.57%) Software Engineering Manager
9 8 (5.84%) Principal Developer
9 8 (5.84%) Principal Java Developer
10 7 (5.11%) Lead Java Developer
10 7 (5.11%) Technical Leader
11 6 (4.38%) Team Leader
Libraries, Frameworks & Software Standards
1 26 (18.98%) AngularJS
1 26 (18.98%) Java EE
2 25 (18.25%) Spring
3 24 (17.52%) Web Services
4 23 (16.79%) JAX-RS
4 23 (16.79%) REST
5 19 (13.87%) .NET
6 18 (13.14%) LAMP
7 17 (12.41%) HTML
8 16 (11.68%) HTML5
8 16 (11.68%) Node.js
9 15 (10.95%) CSS
10 14 (10.22%) RabbitMQ
11 13 (9.49%) CSS3
12 11 (8.03%) SOAP
13 10 (7.30%) .NET Framework
13 10 (7.30%) ASP.NET
13 10 (7.30%) Django
13 10 (7.30%) Spring MVC
13 10 (7.30%) STL
Miscellaneous
1 31 (22.63%) Analytical Skills
2 16 (11.68%) Cloud Native
3 15 (10.95%) Algorithms
3 15 (10.95%) Computer Science
4 13 (9.49%) Data Structures
5 12 (8.76%) Virtual Team
6 7 (5.11%) Internet of Things
7 5 (3.65%) Industrial Internet of Things
8 2 (1.46%) Greenfield Project
8 2 (1.46%) Public Cloud
9 1 (0.73%) Blog
9 1 (0.73%) Enterprise Software
9 1 (0.73%) Management Information System
9 1 (0.73%) Marketing Technology
9 1 (0.73%) Mobile App
Operating Systems
1 38 (27.74%) Linux
2 22 (16.06%) Windows
3 10 (7.30%) Android
3 10 (7.30%) Apple iOS
3 10 (7.30%) Mac OS X
4 7 (5.11%) Unix
5 3 (2.19%) Windows 10
6 1 (0.73%) AIX
6 1 (0.73%) CentOS
6 1 (0.73%) HPUX
6 1 (0.73%) Red Hat Enterprise Linux
6 1 (0.73%) Solaris
6 1 (0.73%) Windows Server
6 1 (0.73%) Windows Server 2008
Processes & Methodologies
1 56 (40.88%) Agile Software Development
2 48 (35.04%) Software Engineering
3 47 (34.31%) Scrum
4 40 (29.20%) DevOps
5 37 (27.01%) TDD
5 37 (27.01%) Test Automation
6 35 (25.55%) Data Science
6 35 (25.55%) Microservices
7 34 (24.82%) Continuous Integration
8 32 (23.36%) Machine Learning
9 30 (21.90%) Mentoring
10 29 (21.17%) Digital Marketing
11 27 (19.71%) Analytics
12 26 (18.98%) Business Intelligence
12 26 (18.98%) Open Source
13 24 (17.52%) Kanban
14 23 (16.79%) Problem-Solving
15 19 (13.87%) Programme Management
16 18 (13.14%) OOP
17 17 (12.41%) OO
Programming Languages
1 85 (62.04%) Java
2 77 (56.20%) Python
3 49 (35.77%) JavaScript
4 40 (29.20%) C++
5 39 (28.47%) SQL
6 35 (25.55%) Scala
7 33 (24.09%) C#
8 24 (17.52%) R
9 23 (16.79%) Bash Shell
10 20 (14.60%) Ruby
11 17 (12.41%) C
11 17 (12.41%) Perl
12 13 (9.49%) HiveQL
13 11 (8.03%) PowerShell
14 10 (7.30%) Objective-C
14 10 (7.30%) PHP
15 6 (4.38%) Shell Script
16 5 (3.65%) Go
17 3 (2.19%) Java 8
18 2 (1.46%) ES6
Qualifications
1 18 (13.14%) Security Cleared
2 15 (10.95%) Degree
3 11 (8.03%) CISSP
3 11 (8.03%) DV Cleared
3 11 (8.03%) SANS
4 10 (7.30%) CCNA
4 10 (7.30%) Cisco Certification
4 10 (7.30%) CompTIA Security+
4 10 (7.30%) GIAC
4 10 (7.30%) Linux+ Certification
4 10 (7.30%) MCSE
4 10 (7.30%) Microsoft Certification
4 10 (7.30%) Network+ Certification
4 10 (7.30%) SSCP
5 5 (3.65%) ITIL Certification
6 3 (2.19%) Postgraduate
7 1 (0.73%) GCIA
7 1 (0.73%) GCIH
7 1 (0.73%) PhD
7 1 (0.73%) Sun Certification
Quality Assurance & Compliance
1 10 (7.30%) GCP
1 10 (7.30%) QA
2 3 (2.19%) GDPR
3 1 (0.73%) Data Quality
System Software
1 42 (30.66%) Docker
2 16 (11.68%) HDFS
3 10 (7.30%) vSphere
4 1 (0.73%) Apache Flume
Systems Management
1 38 (27.74%) Puppet
2 29 (21.17%) Ansible
3 24 (17.52%) Kubernetes
4 10 (7.30%) Salt
5 9 (6.57%) Kibana
6 8 (5.84%) Opscode Chef
7 5 (3.65%) Grafana
8 2 (1.46%) Cobbler
8 2 (1.46%) Marathon
8 2 (1.46%) Mesos
8 2 (1.46%) rkt
9 1 (0.73%) Istio
9 1 (0.73%) Oozie
9 1 (0.73%) Terraform
Vendors
1 19 (13.87%) SAP
2 16 (11.68%) Google
2 16 (11.68%) Oracle
3 11 (8.03%) Microsoft
4 6 (4.38%) Tableau
5 5 (3.65%) Informatica
5 5 (3.65%) Siemens
6 3 (2.19%) Ab Initio
6 3 (2.19%) Cloudera
6 3 (2.19%) Teradata
7 2 (1.46%) Splunk
7 2 (1.46%) Talend
8 1 (0.73%) ArcSight
8 1 (0.73%) Atlassian
8 1 (0.73%) CA
8 1 (0.73%) Hortonworks
8 1 (0.73%) IBM
8 1 (0.73%) Red Hat
8 1 (0.73%) Sun
8 1 (0.73%) TIBCO