Period
to 16 October 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 16 October 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
North West > Manchester
6 months to
16 Oct 2018
Same period 2017 Same period 2016
Rank 175 134 173
Rank change year-on-year -41 +39 +33
Permanent jobs citing Hadoop 119 170 106
As % of all permanent IT jobs advertised in Manchester 1.64% 2.17% 1.45%
As % of the Database & Business Intelligence category 5.40% 6.36% 4.30%
Number of salaries quoted 96 136 90
Manchester median annual salary £55,000 £55,000 £52,500
Median salary % change year-on-year - +4.76% +5.00%
10th Percentile £37,500 £27,750 £34,750
90th Percentile £91,250 £74,000 £75,100
North West median annual salary £55,000 £54,000 £50,000
% change year-on-year +1.85% +8.00% -

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 2,205 2,673 2,464
As % of all permanent IT jobs advertised in Manchester 30.31% 34.19% 33.69%
Number of salaries quoted 1,962 2,308 2,195
Manchester median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £30,000 £27,500 £26,750
90th Percentile £70,000 £62,500 £60,000
North West median annual salary £45,000 £41,750 £40,000
% change year-on-year +7.78% +4.38% -

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 16 October 2018.

Salary histogram for Hadoop in Manchester

For the 6 months to 16 October 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 91 (76.47%) Java
2 69 (57.98%) Python
3 66 (55.46%) Big Data
4 64 (53.78%) Apache Spark
5 57 (47.90%) Amazon AWS
6 55 (46.22%) Agile Software Development
7 46 (38.66%) DevOps
8 43 (36.13%) Open Source
9 41 (34.45%) Scala
10 40 (33.61%) Puppet
11 39 (32.77%) Scrum
11 39 (32.77%) Web Services
12 37 (31.09%) TDD
12 37 (31.09%) Test Automation
13 34 (28.57%) JavaScript
14 33 (27.73%) Software Engineering
15 32 (26.89%) NoSQL
15 32 (26.89%) Linux
16 31 (26.05%) Apache Hive
16 31 (26.05%) MongoDB
17 30 (25.21%) Apache Cassandra
17 30 (25.21%) SQL
17 30 (25.21%) Microservices
18 29 (24.37%) Docker
18 29 (24.37%) Marketing
18 29 (24.37%) JIRA
19 28 (23.53%) Retail
19 28 (23.53%) C++
20 27 (22.69%) Spring
20 27 (22.69%) Mentoring

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 64 (53.78%) Apache Spark
2 24 (20.17%) Apache Solr
3 22 (18.49%) Apache
4 17 (14.29%) Apache Pig
5 5 (4.20%) Cloud Foundry
6 3 (2.52%) SAS
6 3 (2.52%) WebSphere
7 1 (0.84%) Elasticsearch
7 1 (0.84%) JBoss
7 1 (0.84%) Jetty
7 1 (0.84%) Jupyter
7 1 (0.84%) Tomcat
7 1 (0.84%) WebLogic
7 1 (0.84%) WildFly
Cloud Services
1 57 (47.90%) Amazon AWS
2 24 (20.17%) AWS CloudFormation
3 18 (15.13%) SaaS
4 15 (12.61%) Cloud Computing
5 14 (11.76%) Amazon EC2
5 14 (11.76%) Amazon EMR
6 12 (10.08%) Google Cloud Platform
7 11 (9.24%) PaaS
8 6 (5.04%) IaaS
8 6 (5.04%) Microsoft Azure
9 2 (1.68%) Amazon S3
10 1 (0.84%) Amazon SageMaker
10 1 (0.84%) Amazon SQS
10 1 (0.84%) AWS Lambda
10 1 (0.84%) Google Analytics
10 1 (0.84%) Serverless
Communications & Networking
1 14 (11.76%) TCP/IP
2 10 (8.40%) Firewall
2 10 (8.40%) HTTP
2 10 (8.40%) Internet
2 10 (8.40%) SSL
3 3 (2.52%) AMQP
Database & Business Intelligence
1 66 (55.46%) Big Data
2 32 (26.89%) NoSQL
3 31 (26.05%) Apache Hive
3 31 (26.05%) MongoDB
4 30 (25.21%) Apache Cassandra
5 22 (18.49%) MySQL
6 16 (13.45%) SQL Server
7 15 (12.61%) Amazon Redshift
8 14 (11.76%) Amazon Athena
8 14 (11.76%) Flink
9 4 (3.36%) Data Lake
9 4 (3.36%) Data Warehouse
9 4 (3.36%) DB2
9 4 (3.36%) HBase
9 4 (3.36%) Relational Database
10 3 (2.52%) Couchbase
10 3 (2.52%) Redis
10 3 (2.52%) Riak
11 2 (1.68%) Data Mining
11 2 (1.68%) PostgreSQL
Development Applications
1 29 (24.37%) JIRA
2 22 (18.49%) gulp
3 17 (14.29%) Selenium
4 11 (9.24%) Git (software)
5 10 (8.40%) Atlassian Bamboo
5 10 (8.40%) Bitbucket
5 10 (8.40%) CodeSonar
5 10 (8.40%) git-flow
5 10 (8.40%) Robot Framework
6 7 (5.88%) Cucumber
7 5 (4.20%) Grunt
8 4 (3.36%) JMeter
8 4 (3.36%) LoadRunner
8 4 (3.36%) Redmine
8 4 (3.36%) TeamCity
8 4 (3.36%) WATIR
9 2 (1.68%) Jenkins
10 1 (0.84%) Mockito
10 1 (0.84%) SpecFlow
10 1 (0.84%) Vagrant
General
1 29 (24.37%) Marketing
2 28 (23.53%) Retail
3 25 (21.01%) Finance
4 11 (9.24%) Electronics
4 11 (9.24%) Manufacturing
4 11 (9.24%) Telecoms
5 8 (6.72%) Banking
6 5 (4.20%) Law
6 5 (4.20%) Military
7 3 (2.52%) Games
8 1 (0.84%) Thai Language
Job Titles
1 21 (17.65%) Java Engineer
2 19 (15.97%) Software Engineer
3 17 (14.29%) Architect
3 17 (14.29%) Developer
4 16 (13.45%) Java Software Engineer
5 15 (12.61%) Data Engineer
6 13 (10.92%) Java Developer
7 12 (10.08%) Data Scientist
8 11 (9.24%) Data Architect
9 10 (8.40%) C# Software Engineer
9 10 (8.40%) C++ Software Engineer
10 9 (7.56%) Big Data Engineer
11 8 (6.72%) Principal Developer
11 8 (6.72%) Principal Java Developer
11 8 (6.72%) Senior Architect
11 8 (6.72%) Senior Data Architect
12 7 (5.88%) Junior
12 7 (5.88%) Junior Developer
12 7 (5.88%) Junior Java Developer
12 7 (5.88%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 39 (32.77%) Web Services
2 27 (22.69%) Spring
3 25 (21.01%) JAX-RS
3 25 (21.01%) Kafka
4 24 (20.17%) AngularJS
5 22 (18.49%) REST
6 21 (17.65%) Java EE
7 20 (16.81%) LAMP
8 16 (13.45%) Node.js
9 14 (11.76%) RabbitMQ
10 13 (10.92%) Spark Streaming
11 12 (10.08%) Hibernate
12 11 (9.24%) .NET
12 11 (9.24%) SOAP
13 10 (8.40%) .NET Framework
13 10 (8.40%) ASP.NET
13 10 (8.40%) Django
13 10 (8.40%) Spring MVC
13 10 (8.40%) STL
14 9 (7.56%) J2EE
Miscellaneous
1 21 (17.65%) Cloud Native
2 20 (16.81%) Analytical Skills
2 20 (16.81%) Computer Science
3 15 (12.61%) Internet of Things
4 9 (7.56%) Algorithms
5 6 (5.04%) Data Structures
6 5 (4.20%) Industrial Internet of Things
7 4 (3.36%) Virtual Team
8 1 (0.84%) Blog
8 1 (0.84%) Enterprise Software
8 1 (0.84%) Greenfield Project
8 1 (0.84%) Marketing Technology
8 1 (0.84%) Mobile App
Operating Systems
1 32 (26.89%) Linux
2 14 (11.76%) Windows
3 10 (8.40%) Android
3 10 (8.40%) Apple iOS
3 10 (8.40%) Mac OS X
4 1 (0.84%) AIX
4 1 (0.84%) CentOS
4 1 (0.84%) HPUX
4 1 (0.84%) Red Hat Enterprise Linux
4 1 (0.84%) Solaris
4 1 (0.84%) Unix
4 1 (0.84%) Windows Server
4 1 (0.84%) Windows Server 2008
Processes & Methodologies
1 55 (46.22%) Agile Software Development
2 46 (38.66%) DevOps
3 43 (36.13%) Open Source
4 39 (32.77%) Scrum
5 37 (31.09%) TDD
5 37 (31.09%) Test Automation
6 33 (27.73%) Software Engineering
7 30 (25.21%) Microservices
8 27 (22.69%) Mentoring
9 25 (21.01%) Digital Marketing
10 24 (20.17%) Analytics
10 24 (20.17%) Data Science
11 22 (18.49%) Continuous Integration
11 22 (18.49%) Data Modelling
12 21 (17.65%) Data Engineering
12 21 (17.65%) Mathematics
13 18 (15.13%) Business Intelligence
13 18 (15.13%) Kanban
14 17 (14.29%) OOP
15 16 (13.45%) OO
Programming Languages
1 91 (76.47%) Java
2 69 (57.98%) Python
3 41 (34.45%) Scala
4 34 (28.57%) JavaScript
5 30 (25.21%) SQL
6 28 (23.53%) C++
7 19 (15.97%) C#
8 18 (15.13%) C
9 15 (12.61%) Bash Shell
10 14 (11.76%) Ruby
11 13 (10.92%) R
12 12 (10.08%) Perl
13 11 (9.24%) PowerShell
14 10 (8.40%) Objective-C
14 10 (8.40%) PHP
15 6 (5.04%) HiveQL
16 3 (2.52%) Go
16 3 (2.52%) Shell Script
17 2 (1.68%) Java 8
18 1 (0.84%) Rust
Qualifications
1 25 (21.01%) Degree
2 14 (11.76%) Computer Science Degree
3 13 (10.92%) Numerate Degree
4 11 (9.24%) CISSP
4 11 (9.24%) SANS
4 11 (9.24%) Security Cleared
5 10 (8.40%) CCNA
5 10 (8.40%) Cisco Certification
5 10 (8.40%) CompTIA Security+
5 10 (8.40%) DV Cleared
5 10 (8.40%) GIAC
5 10 (8.40%) Linux+ Certification
5 10 (8.40%) MCSE
5 10 (8.40%) Microsoft Certification
5 10 (8.40%) Network+ Certification
5 10 (8.40%) SSCP
6 5 (4.20%) ITIL Certification
7 1 (0.84%) GCIA
7 1 (0.84%) GCIH
Quality Assurance & Compliance
1 8 (6.72%) QA
2 3 (2.52%) GDPR
System Software
1 29 (24.37%) Docker
2 10 (8.40%) vSphere
3 7 (5.88%) HDFS
Systems Management
1 40 (33.61%) Puppet
2 17 (14.29%) Ansible
3 13 (10.92%) Kubernetes
4 10 (8.40%) Kibana
4 10 (8.40%) Salt
5 6 (5.04%) Grafana
6 5 (4.20%) Opscode Chef
7 1 (0.84%) Cobbler
7 1 (0.84%) Istio
7 1 (0.84%) Oozie
7 1 (0.84%) Terraform
Vendors
1 16 (13.45%) Oracle
2 14 (11.76%) CA Agile Central
3 12 (10.08%) Google
4 11 (9.24%) Microsoft
4 11 (9.24%) SAP
5 7 (5.88%) Tableau
6 5 (4.20%) Cloudera
6 5 (4.20%) Siemens
6 5 (4.20%) Teradata
7 4 (3.36%) Hortonworks
7 4 (3.36%) MapR
8 3 (2.52%) IBM
8 3 (2.52%) TIBCO
9 2 (1.68%) Informatica
9 2 (1.68%) Talend
10 1 (0.84%) Ab Initio
10 1 (0.84%) ArcSight
10 1 (0.84%) LogRhythm
10 1 (0.84%) Red Hat
10 1 (0.84%) Splunk