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 27 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Aug 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 217 203 226
Rank change year-on-year
-14 +23
Permanent jobs citing Hadoop 26 58 42
As % of all permanent IT jobs located in the North West 0.43% 0.87% 0.57%
As % of the Database & Business Intelligence category 1.31% 2.51% 1.55%
Number of salaries quoted 22 32 38
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £38,200 £40,000 £35,000
10% offered a salary of more than £67,000 £59,750 £80,000
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
1987 2313 2710
As % of all permanent IT jobs located in the North West 33.02% 34.63% 36.60%
Number of salaries quoted 1718 1959 2226
Median salary £40,000 £40,000 £37,500
Median salary % change year-on-year
- +6.66%
90% offered a salary of more than £30,000 £30,000 £25,500
10% offered a salary of more than £55,000 £55,000 £52,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +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 27 August 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 27 August 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 -11 24 £50,000 +4.16% 14
Cheshire +14 1 £50,000 - 2
Merseyside - 1 £72,000 -
Hadoop
England

Hadoop
Top 30 Related IT Skills in the North West

For the 6 months to 27 August 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 44 (60.27%) Big Data
2 40 (54.79%) SQL
3 37 (50.68%) Java
4 36 (49.32%) Agile Software Development
5 28 (38.36%) SQL Server
6 26 (35.62%) Business Intelligence
7 20 (27.40%) MySQL
8 19 (26.03%) MongoDB
9 17 (23.29%) Oracle
9 17 (23.29%) C#
9 17 (23.29%) Python
9 17 (23.29%) Data Warehouse
10 16 (21.92%) E-Commerce
10 16 (21.92%) Scala
11 14 (19.18%) SQL Server Analysis Services
11 14 (19.18%) SQL Server Integration Services
12 13 (17.81%) NoSQL
12 13 (17.81%) Linux
12 13 (17.81%) Hibernate
12 13 (17.81%) Spring
13 12 (16.44%) Software Engineering
13 12 (16.44%) .NET
13 12 (16.44%) R
13 12 (16.44%) Node.js
13 12 (16.44%) Microsoft Azure
13 12 (16.44%) Amazon AWS
14 11 (15.07%) Analytics
14 11 (15.07%) DevOps
14 11 (15.07%) Teradata
15 10 (13.70%) SQL Server Reporting Services

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 9 (12.33%) Apache Spark
2 6 (8.22%) SAS
3 4 (5.48%) Apache Pig
3 4 (5.48%) Elasticsearch
4 2 (2.74%) JBoss
4 2 (2.74%) Jetty
4 2 (2.74%) Tomcat
4 2 (2.74%) WebLogic
5 1 (1.37%) Apache
Applications
1 3 (4.11%) SPSS
2 2 (2.74%) MS Excel
Business Applications
1 3 (4.11%) Dynamics NAV
Cloud Services
1 12 (16.44%) Amazon AWS
1 12 (16.44%) Microsoft Azure
2 1 (1.37%) Data Lake Analytics
Communications & Networking
1 2 (2.74%) Kerberos
1 2 (2.74%) OpenLDAP
Database & Business Intelligence
1 44 (60.27%) Big Data
2 28 (38.36%) SQL Server
3 20 (27.40%) MySQL
4 19 (26.03%) MongoDB
5 17 (23.29%) Data Warehouse
6 14 (19.18%) SQL Server Analysis Services
6 14 (19.18%) SQL Server Integration Services
7 13 (17.81%) NoSQL
8 10 (13.70%) SQL Server Reporting Services
9 9 (12.33%) Apache Hive
9 9 (12.33%) SQL Server 2008
10 6 (8.22%) SQL Server 2012
11 5 (6.85%) Relational Database
12 4 (5.48%) GIS
12 4 (5.48%) Power BI
12 4 (5.48%) SAS Visual Analytics
13 3 (4.11%) Data Mining
13 3 (4.11%) HBase
13 3 (4.11%) Oracle Database
13 3 (4.11%) QlikView
Development Applications
1 8 (10.96%) Git (software)
2 5 (6.85%) Jenkins
3 3 (4.11%) Atlassian Bamboo
3 3 (4.11%) JUnit
3 3 (4.11%) Maven
4 2 (2.74%) Subversion
4 2 (2.74%) Team Foundation Server
5 1 (1.37%) Bugzilla
5 1 (1.37%) Hudson
5 1 (1.37%) IntelliJ
5 1 (1.37%) JIRA
5 1 (1.37%) Mercurial
5 1 (1.37%) SQL Server Management Studio (SSMS)
5 1 (1.37%) TeamCity
5 1 (1.37%) Vagrant
General
1 4 (5.48%) Advertising
1 4 (5.48%) Finance
2 3 (4.11%) Banking
3 2 (2.74%) Retail
4 1 (1.37%) Law
4 1 (1.37%) Legal
4 1 (1.37%) Marketing
Job Titles
1 25 (34.25%) Developer
2 10 (13.70%) Java Developer
3 7 (9.59%) Business Intelligence Lead
4 6 (8.22%) Consultant
4 6 (8.22%) Data Scientist
4 6 (8.22%) Lead Developer
4 6 (8.22%) Software Engineer
5 5 (6.85%) Administrator
5 5 (6.85%) Business Intelligence Developer
5 5 (6.85%) DBA
5 5 (6.85%) Senior Data Scientist
6 4 (5.48%) Junior
6 4 (5.48%) Junior Software Engineer
6 4 (5.48%) Linux Engineer
6 4 (5.48%) Linux/Unix DevOps
6 4 (5.48%) SAS Consultant
6 4 (5.48%) Senior Developer
6 4 (5.48%) Software Developer
7 3 (4.11%) Senior C# Developer
7 3 (4.11%) SQL DBA
Libraries, Frameworks & Software Standards
1 13 (17.81%) Hibernate
1 13 (17.81%) Spring
2 12 (16.44%) .NET
2 12 (16.44%) Node.js
3 10 (13.70%) HTML
4 8 (10.96%) HTML5
5 4 (5.48%) J2EE
5 4 (5.48%) jQuery
6 3 (4.11%) AngularJS
6 3 (4.11%) ASP.NET Web API
6 3 (4.11%) React
6 3 (4.11%) REST
6 3 (4.11%) Struts
6 3 (4.11%) Web Services
7 2 (2.74%) Ajax
7 2 (2.74%) Apache Camel
7 2 (2.74%) JPA
7 2 (2.74%) Kafka
7 2 (2.74%) Twitter Bootstrap
7 2 (2.74%) XHTML
Miscellaneous
1 6 (8.22%) Analytical Skills
1 6 (8.22%) Computer Science
2 5 (6.85%) iPad
3 4 (5.48%) Cyberthreat
4 2 (2.74%) Algorithms
4 2 (2.74%) Credit Risk
4 2 (2.74%) Data Centre
4 2 (2.74%) Data Protection Act
4 2 (2.74%) PKI
4 2 (2.74%) Taxonomies
4 2 (2.74%) Visualisation
5 1 (1.37%) Data Structures
5 1 (1.37%) Mathematics
5 1 (1.37%) Ontologies
5 1 (1.37%) Physics
5 1 (1.37%) Social Media
5 1 (1.37%) Statistics
Operating Systems
1 13 (17.81%) Linux
2 7 (9.59%) Windows
3 3 (4.11%) Unix
4 2 (2.74%) Red Hat Enterprise Linux
Processes & Methodologies
1 36 (49.32%) Agile Software Development
2 26 (35.62%) Business Intelligence
3 16 (21.92%) E-Commerce
4 12 (16.44%) Software Engineering
5 11 (15.07%) Analytics
5 11 (15.07%) DevOps
6 10 (13.70%) Data Modelling
7 9 (12.33%) BDD
7 9 (12.33%) TDD
8 8 (10.96%) Continuous Integration
8 8 (10.96%) Scrum
9 7 (9.59%) ETL
9 7 (9.59%) Mentoring
10 6 (8.22%) Continuous Improvement
10 6 (8.22%) Web Operations
11 5 (6.85%) MapReduce
11 5 (6.85%) SOA
11 5 (6.85%) Stakeholder Management
11 5 (6.85%) Waterfall
12 4 (5.48%) Data Management
Programming Languages
1 40 (54.79%) SQL
2 37 (50.68%) Java
3 17 (23.29%) C#
3 17 (23.29%) Python
4 16 (21.92%) Scala
5 12 (16.44%) R
6 10 (13.70%) JavaScript
7 9 (12.33%) T-SQL
8 8 (10.96%) Perl
9 7 (9.59%) C
10 4 (5.48%) C++
10 4 (5.48%) Shell Script
11 2 (2.74%) Groovy
11 2 (2.74%) MATLAB
12 1 (1.37%) Bash Shell
Qualifications
1 9 (12.33%) Degree
2 3 (4.11%) PhD
3 2 (2.74%) RHCE
4 1 (1.37%) MBA
4 1 (1.37%) PRINCE2 Certification
4 1 (1.37%) Security Cleared
4 1 (1.37%) Sun Certification
Quality Assurance & Compliance
1 2 (2.74%) QA
1 2 (2.74%) SLA
System Software
1 5 (6.85%) HDFS
2 1 (1.37%) Docker
Systems Management
1 4 (5.48%) Kibana
1 4 (5.48%) Puppet
2 3 (4.11%) Opscode Chef
3 2 (2.74%) SELinux
4 1 (1.37%) Ansible
4 1 (1.37%) Cobbler
Vendors
1 17 (23.29%) Oracle
2 11 (15.07%) Teradata
3 6 (8.22%) Microsoft
4 5 (6.85%) Cloudera
4 5 (6.85%) Tableau
5 4 (5.48%) Netezza
6 3 (4.11%) Hortonworks
7 2 (2.74%) Google
7 2 (2.74%) Red Hat
8 1 (1.37%) Cognos
8 1 (1.37%) Greenplum
8 1 (1.37%) IDERA
8 1 (1.37%) MicroStrategy
8 1 (1.37%) RedGate
8 1 (1.37%) SaltStack
8 1 (1.37%) SAP
8 1 (1.37%) Splunk
8 1 (1.37%) Sun
8 1 (1.37%) Sybase
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Salary: £30000 - £40000 per annum + 10% bonus + excellent benefits
Posted: Yesterday
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Salary: Bonus, Pension, 25 days
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Manchester, Lancashire
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Salary: £35000 - £55000 per annum + + Great Benefits
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