The following table provides summary statistics for permanent job vacancies advertised in the North West 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 28 April 2017 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England / North West
3 months to
28 Apr 2017
Same period 2016 Same period 2015
Rank 140 196 233
Rank change year-on-year +56 +37  
Permanent jobs citing Hadoop 126 35 29
As % of all permanent IT jobs advertised in the North West 1.96% 0.62% 0.45%
As % of the Database & Business Intelligence category 5.60% 1.98% 1.27%
Number of salaries quoted 93 22 25
Median salary £60,000 £42,375 £50,000
Median salary % change year-on-year +41.59% -15.25%  
90% offered a salary of more than £40,500 £33,875 £37,000
10% offered a salary of more than £75,000 £57,000 £66,000
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year +10.00% -  

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 the North West with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
North West
Permanent job vacancies with a requirement for database and business intelligence skills 2249 1768 2280
As % of all permanent IT job vacancies advertised in the North West 34.98% 31.23% 35.14%
Number of salaries quoted 1914 1525 1931
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £30,000 £29,000 £27,500
10% offered a salary of more than £60,000 £50,000 £54,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Hadoop
Job Vacancy Trend in the North West

The job posting trend of jobs advertised in the North West 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 the North West

Hadoop
Salary Trend in the North West

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

Salary trend for Hadoop in the North West

Hadoop
Salary Histogram in the North West

The salary distribution of IT jobs citing Hadoop in the North West over the 3 months to 28 April 2017.

Salary histogram for Hadoop in the North West

Hadoop
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the North West region over the 3 months to 28 April 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
Manchester +50 98 £60,000 +33.33% 9
Cheshire +3 14 £55,000 +29.41% 5
Lancashire +6 9 £60,000 +98.34% 1
Merseyside -17 1 £65,000 +53.84%
Hadoop
England

For the 6 months to 28 April 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 North West region with a requirement for Hadoop.

1 158 (74.53%) Big Data
2 138 (65.09%) Java
3 125 (58.96%) Agile Software Development
4 94 (44.34%) Apache Spark
5 90 (42.45%) Spring
6 87 (41.04%) JavaScript
7 85 (40.09%) SQL
8 84 (39.62%) Python
9 82 (38.68%) DevOps
10 74 (34.91%) Scrum
11 67 (31.60%) Hibernate
12 66 (31.13%) MySQL
12 66 (31.13%) Apache Hive
13 64 (30.19%) Analytics
14 58 (27.36%) Apache Camel
14 58 (27.36%) SQL Server
14 58 (27.36%) HTML
15 57 (26.89%) TDD
16 56 (26.42%) CSS
16 56 (26.42%) Node.js
17 55 (25.94%) Apache Pig
18 54 (25.47%) Amazon AWS
19 53 (25.00%) Relational Database
20 52 (24.53%) Data Analytics
21 51 (24.06%) jQuery
22 49 (23.11%) Degree
22 49 (23.11%) E-Commerce
22 49 (23.11%) BDD
23 48 (22.64%) MongoDB
23 48 (22.64%) Software Engineering

Hadoop
Co-occurring IT Skills in the North West 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 94 (44.34%) Apache Spark
2 55 (25.94%) Apache Pig
3 44 (20.75%) Elasticsearch
4 30 (14.15%) Tomcat
5 10 (4.72%) SAS
6 7 (3.30%) Apache
6 7 (3.30%) Apache Solr
7 6 (2.83%) JBoss
7 6 (2.83%) Jetty
7 6 (2.83%) WebLogic
8 5 (2.36%) OpenStack
8 5 (2.36%) WebSphere
9 2 (0.94%) Apache Airflow
9 2 (0.94%) SharePoint
10 1 (0.47%) Confluence
10 1 (0.47%) Oracle SOA Suite
10 1 (0.47%) Tornado
Applications
1 5 (2.36%) SPSS
2 3 (1.42%) S-PLUS
2 3 (1.42%) Stata
3 2 (0.94%) Microsoft Excel
4 1 (0.47%) Spreadsheet
Business Applications
1 16 (7.55%) SAP Oil and Gas
Cloud Services
1 54 (25.47%) Amazon AWS
2 23 (10.85%) Microsoft Azure
3 22 (10.38%) Google Cloud Platform
4 8 (3.77%) PaaS
5 6 (2.83%) SaaS
6 1 (0.47%) Amazon Kinesis
6 1 (0.47%) AWS Lambda
6 1 (0.47%) Cloud Computing
Communications & Networking
1 11 (5.19%) Intranet
2 4 (1.89%) HTTP
3 1 (0.47%) AMQP
3 1 (0.47%) DNS
3 1 (0.47%) Firewall
3 1 (0.47%) Internet
3 1 (0.47%) Kerberos
3 1 (0.47%) SSL
3 1 (0.47%) TCP/IP
3 1 (0.47%) VPN
Database & Business Intelligence
1 158 (74.53%) Big Data
2 66 (31.13%) Apache Hive
2 66 (31.13%) MySQL
3 58 (27.36%) SQL Server
4 53 (25.00%) Relational Database
5 48 (22.64%) MongoDB
6 38 (17.92%) RDBMS
7 34 (16.04%) Apache Cassandra
7 34 (16.04%) NoSQL
8 28 (13.21%) SQL Server Integration Services
9 26 (12.26%) SQL Server Reporting Services
10 22 (10.38%) Data Warehouse
11 19 (8.96%) SQL Server Analysis Services
12 16 (7.55%) HBase
12 16 (7.55%) SQL Server 2008
13 15 (7.08%) MS Access
14 14 (6.60%) Impala
15 9 (4.25%) PostgreSQL
16 7 (3.30%) Data Mining
16 7 (3.30%) Enterprise Data Warehouse
Development Applications
1 21 (9.91%) Git (software)
1 21 (9.91%) Jenkins
2 19 (8.96%) Atlassian Bamboo
3 6 (2.83%) JUnit
4 5 (2.36%) Talend Open Studio
5 4 (1.89%) JIRA
6 3 (1.42%) Selenium
7 2 (0.94%) EasyMock
7 2 (0.94%) GitLab
7 2 (0.94%) Maven
7 2 (0.94%) TeamCity
8 1 (0.47%) Appium
8 1 (0.47%) Artifactory
8 1 (0.47%) Cucumber
8 1 (0.47%) FitNesse
8 1 (0.47%) Gatling
8 1 (0.47%) JBehave
8 1 (0.47%) LoadRunner
8 1 (0.47%) SonarQube
8 1 (0.47%) Vagrant
General
1 26 (12.26%) Finance
2 24 (11.32%) Military
3 18 (8.49%) Marketing
4 17 (8.02%) Telecoms
5 16 (7.55%) Electronics
5 16 (7.55%) Manufacturing
6 9 (4.25%) Banking
7 7 (3.30%) Retail
8 6 (2.83%) Legal
9 3 (1.42%) Aerospace
10 2 (0.94%) Games
10 2 (0.94%) Investment Banking
11 1 (0.47%) Automotive
11 1 (0.47%) Corporate Banking
11 1 (0.47%) Financial Institution
11 1 (0.47%) Law
Job Titles
1 99 (46.70%) Developer
2 73 (34.43%) Java Developer
3 38 (17.92%) Software Developer
4 37 (17.45%) Java Software Developer
5 33 (15.57%) Architect
6 31 (14.62%) Senior Developer
7 24 (11.32%) Data Engineer
7 24 (11.32%) Software Engineer
8 18 (8.49%) Big Data Developer
9 16 (7.55%) Cloud Architect
9 16 (7.55%) Java Engineer
10 15 (7.08%) Senior Big Data Developer
11 14 (6.60%) Hadoop Engineer
11 14 (6.60%) Java Software Engineer
11 14 (6.60%) Senior Java Developer
12 13 (6.13%) Data Scientist
13 12 (5.66%) Hadoop Developer
13 12 (5.66%) Lead Developer
14 11 (5.19%) Lead Java Developer
15 10 (4.72%) Developer/Software Engineer
Libraries, Frameworks & Software Standards
1 90 (42.45%) Spring
2 67 (31.60%) Hibernate
3 58 (27.36%) Apache Camel
3 58 (27.36%) HTML
4 56 (26.42%) CSS
4 56 (26.42%) Node.js
5 51 (24.06%) jQuery
6 45 (21.23%) Java EE
7 39 (18.40%) AngularJS
8 34 (16.04%) Middleware
9 33 (15.57%) HTML5
9 33 (15.57%) React
9 33 (15.57%) Web Services
10 30 (14.15%) RabbitMQ
11 28 (13.21%) CSS3
12 25 (11.79%) REST
13 14 (6.60%) Kafka
14 13 (6.13%) LAMP
15 9 (4.25%) .NET
16 8 (3.77%) MSMQ
Miscellaneous
1 28 (13.21%) iPad
2 26 (12.26%) PKI
3 15 (7.08%) Mobile App
4 14 (6.60%) Computer Science
5 13 (6.13%) Analytical Skills
6 11 (5.19%) Public Cloud
7 7 (3.30%) Greenfield Project
8 6 (2.83%) Algorithms
9 3 (1.42%) Cyberthreat
9 3 (1.42%) User Experience
10 2 (0.94%) Linux Command Line
11 1 (0.47%) Clustering
11 1 (0.47%) Cybercrime
11 1 (0.47%) Enterprise Software
11 1 (0.47%) Fintech
11 1 (0.47%) Internet of Things
11 1 (0.47%) Management Information System
11 1 (0.47%) Mobile Games
Operating Systems
1 31 (14.62%) Linux
2 18 (8.49%) Unix
3 17 (8.02%) Windows
4 6 (2.83%) Android
4 6 (2.83%) Apple iOS
5 2 (0.94%) CentOS
6 1 (0.47%) Red Hat Enterprise Linux
Processes & Methodologies
1 125 (58.96%) Agile Software Development
2 82 (38.68%) DevOps
3 74 (34.91%) Scrum
4 64 (30.19%) Analytics
5 57 (26.89%) TDD
6 52 (24.53%) Data Analytics
7 49 (23.11%) BDD
7 49 (23.11%) E-Commerce
8 48 (22.64%) Software Engineering
9 41 (19.34%) Continuous Integration
10 39 (18.40%) Visualisation
11 38 (17.92%) Business Intelligence
12 37 (17.45%) Web Development
13 36 (16.98%) Open Source
14 35 (16.51%) MVC
15 34 (16.04%) Information Security
15 34 (16.04%) SDLC
15 34 (16.04%) Time Management
16 33 (15.57%) Continuous Improvement
16 33 (15.57%) Machine Learning
Programming Languages
1 138 (65.09%) Java
2 87 (41.04%) JavaScript
3 85 (40.09%) SQL
4 84 (39.62%) Python
5 45 (21.23%) C#
6 43 (20.28%) C
7 39 (18.40%) Perl
8 30 (14.15%) Ruby
9 24 (11.32%) C++
10 19 (8.96%) Groovy
10 19 (8.96%) Shell Script
10 19 (8.96%) T-SQL
11 17 (8.02%) R
12 14 (6.60%) Go
13 9 (4.25%) MATLAB
14 6 (2.83%) Bash Shell
15 5 (2.36%) Scala
16 2 (0.94%) PHP
17 1 (0.47%) PL/SQL
Qualifications
1 49 (23.11%) Degree
2 26 (12.26%) Security Cleared
3 25 (11.79%) DV Cleared
4 8 (3.77%) PhD
5 1 (0.47%) CCNA
5 1 (0.47%) Cisco Certification
5 1 (0.47%) CISSP
5 1 (0.47%) GIAC
5 1 (0.47%) ISTQB
5 1 (0.47%) Linux+ Certification
5 1 (0.47%) MCSE
5 1 (0.47%) Microsoft Certification
5 1 (0.47%) Network+ Certification
5 1 (0.47%) SANS
5 1 (0.47%) SAS Certification
5 1 (0.47%) SSCP
Quality Assurance & Compliance
1 4 (1.89%) GCP
2 2 (0.94%) Data Quality
2 2 (0.94%) QA
System Software
1 35 (16.51%) Hyper-V
1 35 (16.51%) VMware Infrastructure
2 17 (8.02%) Docker
3 15 (7.08%) HDFS
4 1 (0.47%) Apache Flume
Systems Management
1 27 (12.74%) Puppet
2 26 (12.26%) Kibana
2 26 (12.26%) Opscode Chef
3 25 (11.79%) Ansible
4 8 (3.77%) Mesos
5 6 (2.83%) logstash
6 5 (2.36%) Kubernetes
6 5 (2.36%) Salt
Vendors
1 47 (22.17%) Oracle
2 36 (16.98%) VMware
3 24 (11.32%) Google
4 23 (10.85%) Microsoft
5 18 (8.49%) SAP
6 12 (5.66%) Cloudera
7 8 (3.77%) Splunk
8 7 (3.30%) Tableau
9 5 (2.36%) Talend
10 4 (1.89%) Red Hat
11 3 (1.42%) Informatica
11 3 (1.42%) Teradata
11 3 (1.42%) Xamarin
12 2 (0.94%) Apple
12 2 (0.94%) Atlassian
12 2 (0.94%) Hortonworks
12 2 (0.94%) IDERA
12 2 (0.94%) RainStor
12 2 (0.94%) RedGate
13 1 (0.47%) Netezza
Greater Manchester
ANSON MCCADE
Salary: £70,000 - £90,000k plus brilliant package and unrivalled development
Posted: Yesterday
Lancashire
Verticality Ltd
Salary: to 60k DOE + Benefits
Posted: Yesterday
Manchester, Lancashire
Amsource Technology Ltd
Salary: From £25,000 to £35,000 per annum plus benefits
Posted: 2 days ago
Chester
Searchability
Salary: £50000 - £60000 per annum + Benefits
Posted: 3 days ago
Chester, Cheshire
Amsource Technology Ltd
Salary: From £40,000 to £60,000 per annum
Posted: 3 days ago
Cheshire
Greywood Associates Limited
Salary: £50000 - £55000 per annum + bens
Posted: 2 days ago
Manchester, Lancashire
Evolution Recruitment Solutions
Salary: 30,000 - 50,000 plus benefits
Posted: 4 days ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 3 days ago
Stockport, Cheshire
BOSCH Automotive Service Solutions
Salary: £Competitive + Benefits
Posted: 6 days ago
Knutsford, Cheshire
TEKsystems
Salary: £48000 - £65000 per annum + Benefits & Industry Leading Package
Posted: Yesterday
Manchester, Lancashire
Raytheon Systems Ltd
Posted: 9 days ago
Manchester
People Source Consulting
Salary: £70000 - £80000 per annum + bonus + benefits
Posted: 9 days ago
Manchester, Lancashire
Candour Solutions
Salary: Outstanding + Bens
Posted: 6 days ago
Manchester
People Source Consulting
Salary: £60000 - £72000 per annum + bonus + benefits
Posted: 14 days ago
Chester
Computer Futures
Salary: £80000 per annum + competitive
Posted: 24 days ago