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 30 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Sep 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 187 208 196
Rank change year-on-year
+21 -12
Permanent jobs citing Hadoop 69 54 72
As % of all permanent IT jobs located in the North West 1.08% 0.81% 0.97%
As % of the Database & Business Intelligence category 3.12% 2.34% 2.54%
Number of salaries quoted 59 30 63
Median salary £52,500 £49,000 £52,500
Median salary % change year-on-year
+7.14% -6.66%
90% offered a salary of more than £45,000 £40,000 £40,000
10% offered a salary of more than £70,400 £65,000 £59,000
UK excluding London median salary £50,000 £52,500 £50,000
% change year-on-year
-4.76% +5.00%
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
2209 2311 2838
As % of all permanent IT jobs located in the North West 34.59% 34.55% 38.14%
Number of salaries quoted 1900 1973 2386
Median salary £40,000 £40,000 £38,500
Median salary % change year-on-year
- +3.89%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £57,500 £55,000 £52,500
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +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 30 September 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 30 September 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 +16 62 £55,000 +14.58% 20
Lancashire +17 4 £45,000 +28.57% 2
Merseyside - 2 £81,000 - 1
Cheshire +21 1 £50,000 - 1
Hadoop
England

Hadoop
Top 30 Related IT Skills in the North West

For the 6 months to 30 September 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 75 (66.96%) Big Data
2 64 (57.14%) SQL
3 59 (52.68%) Java
3 59 (52.68%) Agile Software Development
4 44 (39.29%) SQL Server
5 41 (36.61%) Business Intelligence
6 34 (30.36%) Python
7 33 (29.46%) MySQL
8 29 (25.89%) E-Commerce
8 29 (25.89%) MongoDB
9 26 (23.21%) Data Warehouse
10 25 (22.32%) C#
11 24 (21.43%) JavaScript
11 24 (21.43%) NoSQL
11 24 (21.43%) Spring
12 23 (20.54%) Hibernate
12 23 (20.54%) Analytics
12 23 (20.54%) Apache Spark
13 22 (19.64%) Oracle
13 22 (19.64%) SQL Server Integration Services
13 22 (19.64%) SQL Server Analysis Services
14 21 (18.75%) Scala
14 21 (18.75%) HTML
15 20 (17.86%) R
16 19 (16.96%) Node.js
16 19 (16.96%) Perl
17 18 (16.07%) Scrum
18 17 (15.18%) TDD
18 17 (15.18%) C
18 17 (15.18%) Software Engineering

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 23 (20.54%) Apache Spark
2 13 (11.61%) Elasticsearch
3 10 (8.93%) Tomcat
4 9 (8.04%) Apache Pig
5 5 (4.46%) JBoss
5 5 (4.46%) Jetty
5 5 (4.46%) SAS
5 5 (4.46%) WebLogic
6 3 (2.68%) Apache
7 2 (1.79%) Apache Solr
8 1 (0.89%) OpenStack
8 1 (0.89%) WebSphere
Applications
1 8 (7.14%) MS Excel
2 6 (5.36%) SPSS
Business Applications
1 5 (4.46%) SAP Oil and Gas
2 3 (2.68%) Dynamics NAV
Cloud Services
1 15 (13.39%) Amazon AWS
2 14 (12.50%) Microsoft Azure
3 3 (2.68%) SaaS
4 1 (0.89%) Data Lake Analytics
4 1 (0.89%) PaaS
Communications & Networking
1 1 (0.89%) HTTP
Database & Business Intelligence
1 75 (66.96%) Big Data
2 44 (39.29%) SQL Server
3 33 (29.46%) MySQL
4 29 (25.89%) MongoDB
5 26 (23.21%) Data Warehouse
6 24 (21.43%) NoSQL
7 22 (19.64%) SQL Server Analysis Services
7 22 (19.64%) SQL Server Integration Services
8 17 (15.18%) Relational Database
9 16 (14.29%) SQL Server Reporting Services
10 14 (12.50%) Apache Hive
11 13 (11.61%) SQL Server 2012
12 10 (8.93%) SQL Server 2008
13 9 (8.04%) Apache Cassandra
13 9 (8.04%) Power BI
14 7 (6.25%) Data Mining
14 7 (6.25%) PowerPivot
15 6 (5.36%) MS Access
15 6 (5.36%) RDBMS
15 6 (5.36%) SQL Server 2014
Development Applications
1 10 (8.93%) Git (software)
2 6 (5.36%) Jenkins
3 5 (4.46%) Atlassian Bamboo
4 3 (2.68%) Maven
5 2 (1.79%) JUnit
5 2 (1.79%) Team Foundation Server
6 1 (0.89%) IntelliJ
6 1 (0.89%) Mercurial
6 1 (0.89%) SQL Server Management Studio (SSMS)
6 1 (0.89%) Subversion
6 1 (0.89%) TeamCity
6 1 (0.89%) Vagrant
General
1 9 (8.04%) Finance
1 9 (8.04%) Marketing
2 7 (6.25%) Retail
3 6 (5.36%) Banking
3 6 (5.36%) Legal
4 5 (4.46%) Electronics
4 5 (4.46%) Law
4 5 (4.46%) Manufacturing
4 5 (4.46%) Telecoms
5 4 (3.57%) Advertising
6 3 (2.68%) Automotive
6 3 (2.68%) Military
7 2 (1.79%) Aerospace
8 1 (0.89%) Games
Job Titles
1 45 (40.18%) Developer
2 25 (22.32%) Java Developer
3 12 (10.71%) Senior Developer
4 11 (9.82%) Software Developer
4 11 (9.82%) Software Engineer
5 10 (8.93%) Business Intelligence Lead
5 10 (8.93%) Data Scientist
6 9 (8.04%) Business Intelligence Developer
6 9 (8.04%) Senior Data Scientist
7 8 (7.14%) Administrator
7 8 (7.14%) DBA
7 8 (7.14%) Java Software Developer
8 7 (6.25%) Architect
9 6 (5.36%) Lead Developer
9 6 (5.36%) SQL DBA
9 6 (5.36%) Team Leader
10 5 (4.46%) Consultant
10 5 (4.46%) Java Engineer
10 5 (4.46%) Java Software Engineer
10 5 (4.46%) Senior Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 24 (21.43%) Spring
2 23 (20.54%) Hibernate
3 21 (18.75%) HTML
4 19 (16.96%) Node.js
5 15 (13.39%) CSS
6 14 (12.50%) .NET
7 13 (11.61%) HTML5
7 13 (11.61%) jQuery
8 9 (8.04%) AngularJS
8 9 (8.04%) Apache Camel
9 7 (6.25%) Java EE
9 7 (6.25%) React
9 7 (6.25%) REST
10 6 (5.36%) J2EE
10 6 (5.36%) MDX
10 6 (5.36%) Web Services
11 5 (4.46%) RabbitMQ
12 4 (3.57%) CSS3
12 4 (3.57%) Django
12 4 (3.57%) JSON
Miscellaneous
1 9 (8.04%) iPad
2 8 (7.14%) Computer Science
3 7 (6.25%) Analytical Skills
3 7 (6.25%) Cyberthreat
4 6 (5.36%) Algorithms
4 6 (5.36%) Visualisation
5 5 (4.46%) Data Protection Act
6 3 (2.68%) Credit Risk
6 3 (2.68%) Mathematics
6 3 (2.68%) Physics
6 3 (2.68%) Statistics
7 2 (1.79%) Data Structures
7 2 (1.79%) Management Information System
7 2 (1.79%) PKI
7 2 (1.79%) Taxonomies
8 1 (0.89%) Cybercrime
8 1 (0.89%) Ontologies
8 1 (0.89%) Public Cloud
8 1 (0.89%) Social Media
Operating Systems
1 16 (14.29%) Linux
2 8 (7.14%) Unix
3 6 (5.36%) Windows
4 1 (0.89%) Android
4 1 (0.89%) Apple iOS
Processes & Methodologies
1 59 (52.68%) Agile Software Development
2 41 (36.61%) Business Intelligence
3 29 (25.89%) E-Commerce
4 23 (20.54%) Analytics
5 18 (16.07%) Scrum
6 17 (15.18%) DevOps
6 17 (15.18%) Software Engineering
6 17 (15.18%) TDD
7 13 (11.61%) BDD
7 13 (11.61%) Continuous Integration
7 13 (11.61%) Data Modelling
8 12 (10.71%) Continuous Improvement
9 11 (9.82%) Data Analytics
10 10 (8.93%) Mentoring
10 10 (8.93%) MVC
11 9 (8.04%) ETL
11 9 (8.04%) MapReduce
11 9 (8.04%) SOA
12 8 (7.14%) Web Development
13 7 (6.25%) Kanban
Programming Languages
1 64 (57.14%) SQL
2 59 (52.68%) Java
3 34 (30.36%) Python
4 25 (22.32%) C#
5 24 (21.43%) JavaScript
6 21 (18.75%) Scala
7 20 (17.86%) R
8 19 (16.96%) Perl
9 17 (15.18%) C
10 15 (13.39%) T-SQL
11 13 (11.61%) C++
12 7 (6.25%) MATLAB
13 6 (5.36%) Groovy
14 3 (2.68%) Ruby
14 3 (2.68%) Shell Script
15 2 (1.79%) Bash Shell
16 1 (0.89%) Clojure
16 1 (0.89%) Go
16 1 (0.89%) PHP
16 1 (0.89%) PL/SQL
Qualifications
1 11 (9.82%) Degree
2 8 (7.14%) PhD
3 6 (5.36%) Security Cleared
4 3 (2.68%) DV Cleared
5 1 (0.89%) MBA
5 1 (0.89%) PRINCE2 Certification
5 1 (0.89%) Sun Certification
Quality Assurance & Compliance
1 3 (2.68%) QA
2 2 (1.79%) COBIT
2 2 (1.79%) Data Quality
2 2 (1.79%) SLA
System Software
1 5 (4.46%) HDFS
2 4 (3.57%) Hyper-V
2 4 (3.57%) VMware Infrastructure
3 1 (0.89%) Apache Flume
3 1 (0.89%) Apache ZooKeeper
3 1 (0.89%) Docker
Systems Management
1 5 (4.46%) Kibana
2 3 (2.68%) Puppet
3 2 (1.79%) Ansible
3 2 (1.79%) Opscode Chef
4 1 (0.89%) Cobbler
4 1 (0.89%) logstash
4 1 (0.89%) Oozie
4 1 (0.89%) Salt
Vendors
1 22 (19.64%) Oracle
2 12 (10.71%) Cloudera
3 11 (9.82%) Microsoft
4 10 (8.93%) Tableau
5 9 (8.04%) Teradata
6 7 (6.25%) Hortonworks
6 7 (6.25%) SAP
7 4 (3.57%) VMware
8 2 (1.79%) Google
8 2 (1.79%) Netezza
9 1 (0.89%) Cognos
9 1 (0.89%) IDERA
9 1 (0.89%) RedGate
9 1 (0.89%) SaltStack
9 1 (0.89%) Splunk
9 1 (0.89%) Sun
9 1 (0.89%) Sybase
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