Period
to 24 May 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 24 May 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
North West > Manchester
6 months to
24 May 2018
Same period 2017 Same period 2016
Rank 161 127 230
Rank change year-on-year -34 +103 +5
Permanent jobs citing Hadoop 125 191 43
As % of all permanent IT jobs advertised in Manchester 1.76% 2.46% 0.64%
As % of the Database & Business Intelligence category 5.10% 7.13% 2.07%
Number of salaries quoted 110 137 28
Manchester median annual salary £55,000 £57,500 £45,000
Median salary % change year-on-year -4.35% +27.78% -10.00%
10th Percentile £37,500 £32,500 £31,507
90th Percentile £81,250 £77,500 £67,500
North West median annual salary £55,000 £57,500 £45,000
% change year-on-year -4.35% +27.78% -10.00%

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 2,452 2,677 2,078
As % of all permanent IT jobs advertised in Manchester 34.54% 34.53% 31.07%
Number of salaries quoted 2,115 2,305 1,830
Manchester median annual salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% - +2.56%
10th Percentile £27,500 £27,000 £26,250
90th Percentile £66,250 £61,250 £57,500
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 24 May 2018.

Salary histogram for Hadoop in Manchester

For the 6 months to 24 May 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 81 (64.80%) Python
2 77 (61.60%) Apache Spark
3 72 (57.60%) Big Data
4 63 (50.40%) Java
5 54 (43.20%) Software Engineering
6 50 (40.00%) Agile Software Development
7 49 (39.20%) Machine Learning
8 44 (35.20%) JavaScript
9 39 (31.20%) DevOps
10 38 (30.40%) Docker
11 37 (29.60%) TDD
12 36 (28.80%) Scrum
12 36 (28.80%) SQL
13 35 (28.00%) C#
13 35 (28.00%) Finance
13 35 (28.00%) Retail
13 35 (28.00%) Amazon AWS
14 34 (27.20%) Business Intelligence
15 33 (26.40%) Test Automation
15 33 (26.40%) Continuous Integration
15 33 (26.40%) Ansible
16 32 (25.60%) Kubernetes
16 32 (25.60%) Scala
17 31 (24.80%) Analytical Skills
17 31 (24.80%) Data Science
18 30 (24.00%) Digital Marketing
18 30 (24.00%) Marketing
18 30 (24.00%) SAP
18 30 (24.00%) Manufacturing
18 30 (24.00%) Electronics

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 77 (61.60%) Apache Spark
2 16 (12.80%) Apache Pig
3 14 (11.20%) SAS
4 12 (9.60%) Apache Solr
5 6 (4.80%) Apache
6 4 (3.20%) Confluence
7 3 (2.40%) Elasticsearch
8 1 (0.80%) Apache Airflow
8 1 (0.80%) JBoss
8 1 (0.80%) Jetty
8 1 (0.80%) Tomcat
8 1 (0.80%) WebLogic
Cloud Services
1 35 (28.00%) Amazon AWS
2 21 (16.80%) SaaS
3 20 (16.00%) Google Cloud Platform
4 9 (7.20%) Amazon S3
4 9 (7.20%) Microsoft Azure
5 1 (0.80%) AWS CloudFormation
5 1 (0.80%) PaaS
Communications & Networking
1 3 (2.40%) Firewall
1 3 (2.40%) HTTP
1 3 (2.40%) SSL
1 3 (2.40%) TCP/IP
2 1 (0.80%) VPN
Database & Business Intelligence
1 72 (57.60%) Big Data
2 19 (15.20%) Apache Hive
2 19 (15.20%) MongoDB
3 16 (12.80%) Apache Cassandra
4 14 (11.20%) SQL Server
5 11 (8.80%) MySQL
6 10 (8.00%) NoSQL
7 8 (6.40%) PostgreSQL
8 7 (5.60%) Data Warehouse
9 5 (4.00%) Data Mining
9 5 (4.00%) HBase
10 4 (3.20%) Enterprise Data Warehouse
11 2 (1.60%) Amazon DynamoDB
11 2 (1.60%) Amazon Redshift
11 2 (1.60%) Electronic Patient Records
11 2 (1.60%) HDInsight
11 2 (1.60%) Impala
11 2 (1.60%) Pentaho
11 2 (1.60%) Relational Database
11 2 (1.60%) Sqoop
Development Applications
1 11 (8.80%) Cucumber
2 10 (8.00%) Git (software)
3 9 (7.20%) TeamCity
4 6 (4.80%) Jenkins
4 6 (4.80%) Selenium
5 4 (3.20%) Atlassian Bamboo
5 4 (3.20%) GitLab
5 4 (3.20%) SonarQube
6 3 (2.40%) Bitbucket
6 3 (2.40%) CodeSonar
6 3 (2.40%) git-flow
6 3 (2.40%) JIRA
6 3 (2.40%) Robot Framework
7 2 (1.60%) gulp
7 2 (1.60%) SpecFlow
8 1 (0.80%) Jasmine
8 1 (0.80%) Moq
8 1 (0.80%) Octopus Deploy
8 1 (0.80%) Team Foundation Server
8 1 (0.80%) Vagrant
General
1 35 (28.00%) Finance
1 35 (28.00%) Retail
2 30 (24.00%) Electronics
2 30 (24.00%) Manufacturing
2 30 (24.00%) Marketing
2 30 (24.00%) Telecoms
3 6 (4.80%) Banking
4 1 (0.80%) Automotive
4 1 (0.80%) Law
Job Titles
1 28 (22.40%) Developer
2 26 (20.80%) Data Scientist
3 17 (13.60%) Software Engineer
4 16 (12.80%) Software Manager
5 15 (12.00%) Engineering Manager
5 15 (12.00%) Java Engineer
5 15 (12.00%) Software Engineering Manager
6 13 (10.40%) Java Software Engineer
6 13 (10.40%) Lead Developer
7 12 (9.60%) Lead Software Engineer
8 11 (8.80%) Analyst
9 10 (8.00%) Java Developer
9 10 (8.00%) QA Analyst
10 9 (7.20%) Architect
11 8 (6.40%) QA Automation Analyst
12 7 (5.60%) Lead Java Developer
12 7 (5.60%) QA Test Analyst
13 6 (4.80%) Automation Test Analyst
13 6 (4.80%) Senior Developer
13 6 (4.80%) Test Analyst
Libraries, Frameworks & Software Standards
1 20 (16.00%) .NET
2 17 (13.60%) AngularJS
3 16 (12.80%) Spring
4 15 (12.00%) React
5 14 (11.20%) HTML
6 13 (10.40%) CSS
6 13 (10.40%) HTML5
6 13 (10.40%) Java EE
7 12 (9.60%) CSS3
7 12 (9.60%) JAX-RS
8 11 (8.80%) Gherkin
9 8 (6.40%) Node.js
9 8 (6.40%) REST
10 7 (5.60%) RabbitMQ
10 7 (5.60%) Web Services
11 4 (3.20%) .NET Framework
11 4 (3.20%) ASP.NET
11 4 (3.20%) LAMP
11 4 (3.20%) MSMQ
11 4 (3.20%) Velocity
Miscellaneous
1 31 (24.80%) Analytical Skills
2 17 (13.60%) Algorithms
3 13 (10.40%) Data Structures
4 12 (9.60%) Virtual Team
5 9 (7.20%) Computer Science
6 5 (4.00%) Greenfield Project
7 4 (3.20%) Public Cloud
8 3 (2.40%) Social Media
9 2 (1.60%) e-Learning
10 1 (0.80%) Cloud Native
10 1 (0.80%) Enterprise Software
10 1 (0.80%) Management Information System
10 1 (0.80%) PKI
Operating Systems
1 24 (19.20%) Linux
2 16 (12.80%) Windows
3 9 (7.20%) Unix
4 3 (2.40%) Android
4 3 (2.40%) Apple iOS
4 3 (2.40%) Mac OS X
4 3 (2.40%) Windows 10
Processes & Methodologies
1 54 (43.20%) Software Engineering
2 50 (40.00%) Agile Software Development
3 49 (39.20%) Machine Learning
4 39 (31.20%) DevOps
5 37 (29.60%) TDD
6 36 (28.80%) Scrum
7 34 (27.20%) Business Intelligence
8 33 (26.40%) Continuous Integration
8 33 (26.40%) Test Automation
9 31 (24.80%) Data Science
10 30 (24.00%) Digital Marketing
10 30 (24.00%) Programme Management
11 29 (23.20%) Problem-Solving
12 26 (20.80%) Mentoring
13 25 (20.00%) Analytics
14 24 (19.20%) Microservices
15 20 (16.00%) BDD
16 17 (13.60%) Kanban
17 16 (12.80%) Mathematics
18 13 (10.40%) Data Analysis
Programming Languages
1 81 (64.80%) Python
2 63 (50.40%) Java
3 44 (35.20%) JavaScript
4 36 (28.80%) SQL
5 35 (28.00%) C#
6 32 (25.60%) Scala
7 29 (23.20%) C++
8 27 (21.60%) R
9 20 (16.00%) Ruby
10 13 (10.40%) HiveQL
11 12 (9.60%) Bash Shell
12 10 (8.00%) Perl
13 6 (4.80%) C
14 5 (4.00%) PHP
14 5 (4.00%) Shell Script
15 4 (3.20%) Go
15 4 (3.20%) Java 8
16 3 (2.40%) Objective-C
16 3 (2.40%) PowerShell
17 2 (1.60%) T-SQL
Qualifications
1 12 (9.60%) Security Cleared
2 8 (6.40%) Degree
3 5 (4.00%) DV Cleared
3 5 (4.00%) PhD
4 4 (3.20%) Sun Certification
5 3 (2.40%) CCNA
5 3 (2.40%) Cisco Certification
5 3 (2.40%) CISSP
5 3 (2.40%) CompTIA Security+
5 3 (2.40%) GIAC
5 3 (2.40%) Linux+ Certification
5 3 (2.40%) MCSE
5 3 (2.40%) Microsoft Certification
5 3 (2.40%) Network+ Certification
5 3 (2.40%) Postgraduate
5 3 (2.40%) SANS
5 3 (2.40%) SSCP
6 1 (0.80%) Master's Degree
6 1 (0.80%) Numerate Degree
Quality Assurance & Compliance
1 17 (13.60%) GCP
1 17 (13.60%) QA
2 1 (0.80%) Data Quality
System Software
1 38 (30.40%) Docker
2 16 (12.80%) HDFS
3 3 (2.40%) vSphere
4 1 (0.80%) Apache Flume
4 1 (0.80%) Hyper-V
4 1 (0.80%) VMware Infrastructure
Systems Management
1 33 (26.40%) Ansible
2 32 (25.60%) Kubernetes
3 8 (6.40%) Puppet
4 6 (4.80%) Opscode Chef
5 4 (3.20%) Marathon
5 4 (3.20%) Mesos
5 4 (3.20%) rkt
6 3 (2.40%) Salt
7 1 (0.80%) Cobbler
7 1 (0.80%) Terraform
Vendors
1 30 (24.00%) SAP
2 14 (11.20%) Google
3 11 (8.80%) Oracle
4 5 (4.00%) Cloudera
4 5 (4.00%) Informatica
5 4 (3.20%) Sun
6 3 (2.40%) Ab Initio
6 3 (2.40%) Facebook
6 3 (2.40%) Microsoft
6 3 (2.40%) Teradata
6 3 (2.40%) Twitter
7 2 (1.60%) Hortonworks
7 2 (1.60%) Tableau
7 2 (1.60%) Talend
8 1 (0.80%) Atlassian
8 1 (0.80%) HP
8 1 (0.80%) Remedy
8 1 (0.80%) Salesforce.com
8 1 (0.80%) Splunk
8 1 (0.80%) VMware