The table below looks at the statistics for Hadoop skills in IT jobs advertised for the North West region. Included is a guide to the salaries offered in IT jobs that have cited Hadoop over the 3 months to 4 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 159 204 211
Rank change year-on-year
+45 +7
Permanent jobs citing Hadoop 104 37 52
As % of all permanent IT jobs located in the North West 1.66% 0.60% 0.69%
As % of the Database & Business Intelligence category 4.66% 1.80% 2.00%
Number of salaries quoted 93 26 43
Median salary £55,500 £52,500 £55,000
Median salary % change year-on-year
+5.71% -4.54%
90% offered a salary of more than £37,500 £37,500 £41,300
10% offered a salary of more than £72,500 £75,000 £59,500
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -
Hadoop
England

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the North West region.

Database & Business Intelligence Category
North West
Permanent IT job ads with a match in the
Database & Business Intelligence category
2230 2056 2604
As % of all permanent IT jobs located in the North West 35.66% 33.38% 34.80%
Number of salaries quoted 1948 1790 2285
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £30,000 £30,000 £29,000
10% offered a salary of more than £57,500 £54,000 £52,500
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

Hadoop
Jobs Demand Trend in the North West

The demand trend of job ads across the North West region citing Hadoop as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Hadoop Jobs Demand Trend 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 across the North West region.

Hadoop Salary Trend in the North West

Hadoop
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing Hadoop across the North West region over the 3 months to 4 December 2016.

Hadoop Salary Histogram 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 4 December 2016. 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
(Click see detailed
statistics and trends)
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 +48 89 £57,000 +7.54% 15
Lancashire - 9 £45,000 - 2
Cheshire +5 4 £57,500 +15.00% 3
Merseyside - 2 £72,500 -
Hadoop
England

Hadoop
Top 30 Related IT Skills in the North West

For the 6 months to 4 December 2016, 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.

1 111 (78.72%) Big Data
2 85 (60.28%) Agile Software Development
3 82 (58.16%) Java
4 71 (50.35%) SQL
5 56 (39.72%) SQL Server
5 56 (39.72%) Python
6 55 (39.01%) Apache Spark
7 50 (35.46%) Analytics
7 50 (35.46%) MySQL
8 48 (34.04%) Spring
9 47 (33.33%) Business Intelligence
10 46 (32.62%) JavaScript
11 44 (31.21%) Hibernate
12 41 (29.08%) MongoDB
12 41 (29.08%) Relational Database
13 40 (28.37%) Scrum
14 39 (27.66%) HTML
15 38 (26.95%) CSS
16 36 (25.53%) Oracle
17 35 (24.82%) C#
17 35 (24.82%) E-Commerce
17 35 (24.82%) DevOps
18 34 (24.11%) Data Analytics
18 34 (24.11%) Perl
18 34 (24.11%) jQuery
19 32 (22.70%) C
19 32 (22.70%) Apache Hive
20 31 (21.99%) NoSQL
20 31 (21.99%) Elasticsearch
20 31 (21.99%) Apache Camel

Hadoop
Top Related 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 55 (39.01%) Apache Spark
2 31 (21.99%) Elasticsearch
3 29 (20.57%) Apache Pig
4 23 (16.31%) Tomcat
5 10 (7.09%) JBoss
5 10 (7.09%) Jetty
5 10 (7.09%) WebLogic
6 8 (5.67%) Apache
7 6 (4.26%) Apache Solr
7 6 (4.26%) SAS
8 5 (3.55%) OpenStack
8 5 (3.55%) WebSphere
9 3 (2.13%) Oracle SOA Suite
Applications
1 10 (7.09%) SPSS
2 9 (6.38%) MS Excel
3 1 (0.71%) S-PLUS
3 1 (0.71%) Stata
Business Applications
1 7 (4.96%) SAP Oil and Gas
2 1 (0.71%) Dynamics NAV
Cloud Services
1 20 (14.18%) Amazon AWS
2 11 (7.80%) Microsoft Azure
3 4 (2.84%) SaaS
4 3 (2.13%) Amazon EMR
5 2 (1.42%) PaaS
6 1 (0.71%) Data Lake Analytics
Communications & Networking
1 1 (0.71%) DNS
1 1 (0.71%) HTTP
1 1 (0.71%) VPN
Database & Business Intelligence
1 111 (78.72%) Big Data
2 56 (39.72%) SQL Server
3 50 (35.46%) MySQL
4 41 (29.08%) MongoDB
4 41 (29.08%) Relational Database
5 32 (22.70%) Apache Hive
6 31 (21.99%) NoSQL
7 25 (17.73%) RDBMS
7 25 (17.73%) SQL Server Integration Services
8 24 (17.02%) SQL Server Analysis Services
9 20 (14.18%) Apache Cassandra
9 20 (14.18%) Data Warehouse
10 18 (12.77%) SQL Server Reporting Services
11 15 (10.64%) SQL Server 2012
12 13 (9.22%) MS Access
13 10 (7.09%) Couchbase
13 10 (7.09%) Redis
13 10 (7.09%) Riak
13 10 (7.09%) SQL Server 2008
14 9 (6.38%) Data Mining
Development Applications
1 11 (7.80%) Git (software)
2 8 (5.67%) Jenkins
3 7 (4.96%) Atlassian Bamboo
4 4 (2.84%) Maven
5 1 (0.71%) Mercurial
5 1 (0.71%) SQL Server Management Studio (SSMS)
5 1 (0.71%) Subversion
5 1 (0.71%) Talend Open Studio
5 1 (0.71%) Vagrant
General
1 18 (12.77%) Military
2 14 (9.93%) Marketing
3 13 (9.22%) Legal
3 13 (9.22%) Retail
4 11 (7.80%) Banking
5 9 (6.38%) Finance
6 7 (4.96%) Electronics
6 7 (4.96%) Manufacturing
6 7 (4.96%) Telecoms
7 5 (3.55%) Law
8 4 (2.84%) Automotive
9 3 (2.13%) Games
10 2 (1.42%) Advertising
10 2 (1.42%) Aerospace
Job Titles
1 55 (39.01%) Developer
2 33 (23.40%) Java Developer
3 24 (17.02%) Senior Developer
4 22 (15.60%) Software Developer
5 21 (14.89%) Software Engineer
6 18 (12.77%) Java Software Developer
7 16 (11.35%) Architect
8 15 (10.64%) Data Scientist
9 13 (9.22%) Business Intelligence Developer
10 12 (8.51%) Senior Business Intelligence Developer
11 11 (7.80%) Senior Data Scientist
12 9 (6.38%) Team Leader
13 8 (5.67%) Business Intelligence Lead
13 8 (5.67%) Lead Architect
13 8 (5.67%) Technical Leader
14 7 (4.96%) Big Data Developer
14 7 (4.96%) Java Engineer
14 7 (4.96%) SSAS Developer
14 7 (4.96%) SSIS Developer
15 6 (4.26%) Lead Software Architect
Libraries, Frameworks & Software Standards
1 48 (34.04%) Spring
2 44 (31.21%) Hibernate
3 39 (27.66%) HTML
4 38 (26.95%) CSS
5 34 (24.11%) jQuery
6 31 (21.99%) Apache Camel
7 29 (20.57%) Node.js
8 26 (18.44%) AngularJS
9 25 (17.73%) HTML5
9 25 (17.73%) Java EE
10 20 (14.18%) CSS3
10 20 (14.18%) Middleware
11 13 (9.22%) React
12 12 (8.51%) REST
12 12 (8.51%) Web Services
13 11 (7.80%) RabbitMQ
14 10 (7.09%) MDX
15 7 (4.96%) LAMP
16 6 (4.26%) Django
16 6 (4.26%) J2EE
Miscellaneous
1 23 (16.31%) Visualisation
2 15 (10.64%) iPad
3 13 (9.22%) Computer Science
3 13 (9.22%) PKI
4 9 (6.38%) Algorithms
5 8 (5.67%) Statistics
6 7 (4.96%) Mathematics
7 5 (3.55%) Data Protection Act
8 4 (2.84%) Analytical Skills
8 4 (2.84%) Credit Risk
8 4 (2.84%) Cyberthreat
8 4 (2.84%) Physics
9 3 (2.13%) Public Cloud
10 2 (1.42%) Data Structures
10 2 (1.42%) Management Information System
10 2 (1.42%) Taxonomies
11 1 (0.71%) Clustering
11 1 (0.71%) Cybercrime
11 1 (0.71%) Economics
11 1 (0.71%) User Experience
Operating Systems
1 22 (15.60%) Linux
2 8 (5.67%) Unix
3 5 (3.55%) Android
3 5 (3.55%) Apple iOS
4 2 (1.42%) CentOS
5 1 (0.71%) Windows
Processes & Methodologies
1 85 (60.28%) Agile Software Development
2 50 (35.46%) Analytics
3 47 (33.33%) Business Intelligence
4 40 (28.37%) Scrum
5 35 (24.82%) DevOps
5 35 (24.82%) E-Commerce
6 34 (24.11%) Data Analytics
7 26 (18.44%) Software Engineering
7 26 (18.44%) TDD
8 23 (16.31%) Continuous Improvement
8 23 (16.31%) SDLC
9 21 (14.89%) Continuous Integration
9 21 (14.89%) Information Security
10 20 (14.18%) Time Management
11 19 (13.48%) Web Development
12 16 (11.35%) Mentoring
12 16 (11.35%) MVC
12 16 (11.35%) OO
13 15 (10.64%) Machine Learning
14 14 (9.93%) BDD
Programming Languages
1 82 (58.16%) Java
2 71 (50.35%) SQL
3 56 (39.72%) Python
4 46 (32.62%) JavaScript
5 35 (24.82%) C#
6 34 (24.11%) Perl
7 32 (22.70%) C
8 22 (15.60%) R
9 17 (12.06%) Ruby
10 16 (11.35%) T-SQL
11 15 (10.64%) Scala
12 13 (9.22%) MATLAB
13 11 (7.80%) C++
13 11 (7.80%) Groovy
14 6 (4.26%) Go
15 5 (3.55%) Bash Shell
15 5 (3.55%) PHP
16 4 (2.84%) Clojure
17 3 (2.13%) Haskell
18 2 (1.42%) Shell Script
Qualifications
1 22 (15.60%) Security Cleared
2 21 (14.89%) Degree
3 19 (13.48%) DV Cleared
4 14 (9.93%) PhD
5 1 (0.71%) MBA
5 1 (0.71%) PRINCE2 Certification
5 1 (0.71%) Sun Certification
Quality Assurance & Compliance
1 4 (2.84%) QA
2 2 (1.42%) COBIT
2 2 (1.42%) Data Quality
3 1 (0.71%) SLA
System Software
1 21 (14.89%) Hyper-V
1 21 (14.89%) VMware Infrastructure
2 4 (2.84%) HDFS
3 2 (1.42%) Docker
4 1 (0.71%) Apache Flume
4 1 (0.71%) Apache ZooKeeper
Systems Management
1 8 (5.67%) Puppet
2 6 (4.26%) Ansible
2 6 (4.26%) Opscode Chef
3 5 (3.55%) Kibana
3 5 (3.55%) logstash
3 5 (3.55%) Salt
4 1 (0.71%) Cobbler
4 1 (0.71%) Oozie
Vendors
1 36 (25.53%) Oracle
2 22 (15.60%) VMware
3 19 (13.48%) Microsoft
4 15 (10.64%) Cloudera
5 9 (6.38%) Hortonworks
5 9 (6.38%) SAP
5 9 (6.38%) Tableau
6 4 (2.84%) Teradata
7 3 (2.13%) Splunk
8 2 (1.42%) Cognos
8 2 (1.42%) Red Hat
9 1 (0.71%) Google
9 1 (0.71%) SaltStack
9 1 (0.71%) Sun
9 1 (0.71%) Sybase
9 1 (0.71%) Talend
9 1 (0.71%) Xamarin
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 2 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 3 days ago
Cheshire
Searchability
Salary: £400 - £600 per day
Posted: 4 days ago
Manchester, Lancashire
Hotfoot Recruitment
Salary: Up to £60,000 per annum
Posted: 4 days ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 6 days ago
Chester, Cheshire
Applause IT Innovation
Salary: £36000 - £43000 per annum + + Great Benefits
Posted: 2 days ago
Manchester
Churchill Frank
Salary: £45000 - £55000 per annum + Bonus + Benefits
Posted: 7 days ago
Cheshire
Resource Solutions - Barclays
Posted: 2 days ago
Lancashire
Verticality Ltd
Salary: to £45k DOE + Benefits
Posted: 4 days ago
Manchester, Lancashire
Evolution Recruitment Solutions
Salary: 45,000 - 60,000
Posted: 5 days ago
Manchester
Computer Futures
Salary: £50000 - £80000 per annum + Strong
Posted: 13 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Unspecified competitive plus benefits
Posted: 10 days ago
Manchester
Cathcart Associates
Salary: £30000 - £40000 per annum + flexible working
Posted: 10 days ago
Salford, Lancashire
Raytheon Systems Ltd
Posted: 13 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 11 days ago
Chorley
Applause IT Ltd
Salary: £17000 - £22000 per annum + Pension, Health, Training
Posted: 16 days ago