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 3 months to 27 June 2017 with a comparison to the same period in the previous 2 years.

Apache Hadoop
North West / Manchester
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 101 145 158
Rank change year-on-year +44 +13  
Permanent jobs citing Hadoop 125 36 26
As % of all permanent IT jobs advertised in Manchester 2.97% 1.03% 0.79%
As % of the Database & Business Intelligence category 8.49% 3.19% 2.22%
Number of salaries quoted 101 30 20
Median salary £60,000 £47,500 £50,000
Median salary % change year-on-year +26.31% -5.00%  
90% offered a salary of more than £30,000 £32,858 £35,000
10% offered a salary of more than £72,500 £65,250 £61,000
UK excluding London median salary £53,750 £54,000 £50,000
% change year-on-year -0.46% +8.00%  

Hadoop is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Manchester with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Manchester
Permanent job vacancies with a requirement for database and business intelligence skills 1473 1128 1170
As % of all permanent IT job vacancies advertised in Manchester 34.98% 32.19% 35.37%
Number of salaries quoted 1292 1011 1023
Median salary £41,500 £42,500 £40,000
Median salary % change year-on-year -2.35% +6.25%  
90% offered a salary of more than £30,000 £30,000 £28,000
10% offered a salary of more than £60,000 £55,000 £55,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Hadoop
Job Vacancy Trend in Manchester

The job posting trend of jobs advertised in Manchester citing Hadoop as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

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 3 months to 27 June 2017.

Salary histogram for Hadoop in Manchester

Hadoop
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the Manchester region over the 3 months to 27 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Stockport - 1 - -
Hadoop
North West

For the 6 months to 27 June 2017, IT jobs citing Hadoop also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Manchester region with a requirement for Hadoop.

1 185 (84.86%) Big Data
2 152 (69.72%) Java
3 134 (61.47%) Python
4 129 (59.17%) Agile Software Development
5 115 (52.75%) Apache Spark
6 105 (48.17%) SQL
7 94 (43.12%) Amazon AWS
8 86 (39.45%) DevOps
9 84 (38.53%) Analytics
10 82 (37.61%) Open Source
11 67 (30.73%) SQL Server
11 67 (30.73%) Software Engineering
12 64 (29.36%) Machine Learning
13 62 (28.44%) Relational Database
14 61 (27.98%) Spring
14 61 (27.98%) Continuous Integration
14 61 (27.98%) C++
15 59 (27.06%) Business Intelligence
15 59 (27.06%) Finance
16 58 (26.61%) Scrum
16 58 (26.61%) JavaScript
16 58 (26.61%) TDD
17 55 (25.23%) BDD
18 54 (24.77%) Web Services
19 52 (23.85%) Apache Hive
20 51 (23.39%) Puppet
20 51 (23.39%) Opscode Chef
21 50 (22.94%) Ansible
21 50 (22.94%) C#
22 49 (22.48%) Google Cloud Platform

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
1 115 (52.75%) Apache Spark
2 33 (15.14%) Elasticsearch
3 32 (14.68%) Apache Pig
4 31 (14.22%) Apache
5 13 (5.96%) SAS
6 6 (2.75%) Apache Solr
6 6 (2.75%) Tomcat
7 4 (1.83%) JBoss
7 4 (1.83%) Jetty
7 4 (1.83%) WebLogic
8 3 (1.38%) Apache Airflow
8 3 (1.38%) OpenStack
8 3 (1.38%) WebSphere
9 2 (0.92%) SharePoint
10 1 (0.46%) Confluence
10 1 (0.46%) Tornado
Applications
1 4 (1.83%) SPSS
2 3 (1.38%) S-PLUS
2 3 (1.38%) Stata
3 2 (0.92%) Microsoft Excel
4 1 (0.46%) Spreadsheet
4 1 (0.46%) Weka
Business Applications
1 45 (20.64%) SAP Oil and Gas
Cloud Services
1 94 (43.12%) Amazon AWS
2 49 (22.48%) Google Cloud Platform
3 45 (20.64%) Microsoft Azure
4 20 (9.17%) Amazon EMR
5 8 (3.67%) PaaS
6 6 (2.75%) SaaS
7 1 (0.46%) Amazon Kinesis
Communications & Networking
1 14 (6.42%) Intranet
2 6 (2.75%) HTTP
3 1 (0.46%) AMQP
3 1 (0.46%) Firewall
3 1 (0.46%) Internet
3 1 (0.46%) Kerberos
3 1 (0.46%) SSL
3 1 (0.46%) TCP/IP
Database & Business Intelligence
1 185 (84.86%) Big Data
2 67 (30.73%) SQL Server
3 62 (28.44%) Relational Database
4 52 (23.85%) Apache Hive
5 36 (16.51%) MySQL
6 29 (13.30%) MongoDB
7 22 (10.09%) RDBMS
8 21 (9.63%) Amazon Redshift
9 20 (9.17%) NoSQL
10 18 (8.26%) Apache Cassandra
11 17 (7.80%) PostgreSQL
12 16 (7.34%) SQL Server Integration Services
13 15 (6.88%) Data Warehouse
13 15 (6.88%) SQL Server Reporting Services
14 12 (5.50%) Data Mining
14 12 (5.50%) SQL Server Analysis Services
15 11 (5.05%) SQL Server 2008
16 10 (4.59%) MS Access
17 8 (3.67%) HBase
18 6 (2.75%) Redis
Development Applications
1 22 (10.09%) Git (software)
2 21 (9.63%) Jenkins
3 20 (9.17%) Atlassian Bamboo
4 11 (5.05%) JUnit
5 7 (3.21%) EasyMock
6 4 (1.83%) JIRA
7 3 (1.38%) GitLab
7 3 (1.38%) Selenium
7 3 (1.38%) TeamCity
8 1 (0.46%) Appium
8 1 (0.46%) Artifactory
8 1 (0.46%) Cucumber
8 1 (0.46%) FitNesse
8 1 (0.46%) Gatling
8 1 (0.46%) JBehave
8 1 (0.46%) LoadRunner
8 1 (0.46%) Maven
8 1 (0.46%) SonarQube
8 1 (0.46%) Talend Open Studio
8 1 (0.46%) Vagrant
General
1 59 (27.06%) Finance
2 47 (21.56%) Marketing
3 46 (21.10%) Telecoms
4 45 (20.64%) Electronics
4 45 (20.64%) Manufacturing
5 11 (5.05%) Military
6 8 (3.67%) Aerospace
7 7 (3.21%) Legal
8 4 (1.83%) Banking
8 4 (1.83%) Retail
9 3 (1.38%) Games
10 2 (0.92%) Law
11 1 (0.46%) Automotive
Job Titles
1 84 (38.53%) Developer
2 70 (32.11%) Java Developer
3 43 (19.72%) Software Engineer
4 40 (18.35%) Architect
5 34 (15.60%) Java Software Developer
5 34 (15.60%) Software Developer
6 29 (13.30%) Cloud Architect
7 27 (12.39%) Data Engineer
7 27 (12.39%) Data Scientist
8 22 (10.09%) DevOps Architect
8 22 (10.09%) Lead DevOps
9 21 (9.63%) Apache Spark Developer
9 21 (9.63%) Java Engineer
9 21 (9.63%) Java Software Engineer
10 19 (8.72%) Senior Developer
11 17 (7.80%) C# Developer
11 17 (7.80%) Junior
11 17 (7.80%) Junior Developer
11 17 (7.80%) Junior Java Developer
12 15 (6.88%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 61 (27.98%) Spring
2 54 (24.77%) Web Services
3 43 (19.72%) Node.js
4 41 (18.81%) .NET
5 35 (16.06%) Hibernate
5 35 (16.06%) Java EE
6 33 (15.14%) React
7 31 (14.22%) HTML
8 26 (11.93%) CSS
9 24 (11.01%) AngularJS
9 24 (11.01%) Apache Camel
9 24 (11.01%) RabbitMQ
9 24 (11.01%) REST
10 22 (10.09%) MSMQ
11 21 (9.63%) HTML5
12 20 (9.17%) jQuery
13 19 (8.72%) Middleware
14 14 (6.42%) CSS3
15 8 (3.67%) LAMP
15 8 (3.67%) Spring MVC
Miscellaneous
1 35 (16.06%) Public Cloud
2 24 (11.01%) iPad
3 23 (10.55%) Mobile App
4 20 (9.17%) Data Structures
5 15 (6.88%) PKI
6 14 (6.42%) Analytical Skills
7 13 (5.96%) Algorithms
8 8 (3.67%) Cyberthreat
9 7 (3.21%) Greenfield Project
10 5 (2.29%) Computer Science
11 3 (1.38%) Linux Command Line
12 2 (0.92%) Enterprise Software
12 2 (0.92%) User Experience
13 1 (0.46%) Cybercrime
13 1 (0.46%) Fintech
13 1 (0.46%) Internet of Things
13 1 (0.46%) Management Information System
13 1 (0.46%) Mobile Games
Operating Systems
1 45 (20.64%) Unix
2 44 (20.18%) Windows
3 26 (11.93%) Linux
4 4 (1.83%) Android
4 4 (1.83%) Apple iOS
5 1 (0.46%) Red Hat Enterprise Linux
Processes & Methodologies
1 129 (59.17%) Agile Software Development
2 86 (39.45%) DevOps
3 84 (38.53%) Analytics
4 82 (37.61%) Open Source
5 67 (30.73%) Software Engineering
6 64 (29.36%) Machine Learning
7 61 (27.98%) Continuous Integration
8 59 (27.06%) Business Intelligence
9 58 (26.61%) Scrum
9 58 (26.61%) TDD
10 55 (25.23%) BDD
11 46 (21.10%) E-Commerce
12 45 (20.64%) Continuous Delivery
12 45 (20.64%) Data Analytics
12 45 (20.64%) Digital Marketing
12 45 (20.64%) Programme Management
13 40 (18.35%) Test Automation
14 31 (14.22%) OO
15 26 (11.93%) MapReduce
16 25 (11.47%) Visualisation
Programming Languages
1 152 (69.72%) Java
2 134 (61.47%) Python
3 105 (48.17%) SQL
4 61 (27.98%) C++
5 58 (26.61%) JavaScript
6 50 (22.94%) C#
7 42 (19.27%) Shell Script
8 36 (16.51%) Go
9 32 (14.68%) C
10 30 (13.76%) Perl
11 24 (11.01%) R
12 22 (10.09%) Scala
13 21 (9.63%) Ruby
14 20 (9.17%) Clojure
14 20 (9.17%) Haskell
15 17 (7.80%) MATLAB
16 12 (5.50%) T-SQL
17 5 (2.29%) Bash Shell
Qualifications
1 46 (21.10%) Degree
2 16 (7.34%) Numerate Degree
3 14 (6.42%) Security Cleared
4 13 (5.96%) DV Cleared
4 13 (5.96%) PhD
5 3 (1.38%) Computer Science Degree
6 2 (0.92%) Microsoft Certification
7 1 (0.46%) CCNA
7 1 (0.46%) Cisco Certification
7 1 (0.46%) CISSP
7 1 (0.46%) GIAC
7 1 (0.46%) ISTQB
7 1 (0.46%) Linux+ Certification
7 1 (0.46%) MCSA
7 1 (0.46%) MCSE
7 1 (0.46%) Network+ Certification
7 1 (0.46%) SANS
7 1 (0.46%) SSCP
Quality Assurance & Compliance
1 5 (2.29%) GCP
2 3 (1.38%) Data Quality
2 3 (1.38%) QA
System Software
1 22 (10.09%) Docker
2 19 (8.72%) Hyper-V
2 19 (8.72%) VMware Infrastructure
3 12 (5.50%) HDFS
4 1 (0.46%) Apache Flume
Systems Management
1 51 (23.39%) Opscode Chef
1 51 (23.39%) Puppet
2 50 (22.94%) Ansible
3 31 (14.22%) Kibana
4 22 (10.09%) Mesos
5 10 (4.59%) Kubernetes
6 5 (2.29%) logstash
7 4 (1.83%) Hadoop YARN
8 3 (1.38%) Salt
Vendors
1 48 (22.02%) Google
2 47 (21.56%) SAP
3 26 (11.93%) Oracle
4 19 (8.72%) VMware
5 14 (6.42%) Microsoft
6 10 (4.59%) Cloudera
7 8 (3.67%) Tableau
8 5 (2.29%) Splunk
9 4 (1.83%) Atlassian
10 3 (1.38%) Apple
11 2 (0.92%) IDERA
11 2 (0.92%) Informatica
11 2 (0.92%) Red Hat
11 2 (0.92%) RedGate
11 2 (0.92%) Teradata
11 2 (0.92%) Xamarin
12 1 (0.46%) Alteryx
12 1 (0.46%) Facebook
12 1 (0.46%) RainStor
12 1 (0.46%) SaltStack
Manchester, Lancashire
Candour Solutions
Salary: Outstanding + Bens
Posted: 4 days ago
Manchester, Lancashire
Ronald James Group
Salary: From £40,000 to £60,000 per annum
Posted: 7 days ago
Manchester
Computer Futures
Salary: £70000 per annum + competitive
Posted: 21 days ago
Manchester, Lancashire
GCHQ
Salary: Competitive
Posted: 21 days ago
Manchester
People Source Consulting
Salary: £48000 - £60000 per annum + bonus + benefits
Posted: 20 days ago
Manchester
Cathcart Associates
Salary: £27000 - £42000 per annum
Posted: 21 days ago
Manchester
People Source Consulting
Salary: £62000 - £72000 per annum + bonus + benefits
Posted: 20 days ago