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 18 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
18 Jan 2017
Same period 2016 Same period 2015
Apache Hadoop
England / North West
Rank 159 203 231
Rank change year-on-year
+44 +28
Permanent jobs citing Hadoop 91 30 28
As % of all permanent IT jobs located in the North West 1.53% 0.54% 0.42%
As % of the Database & Business Intelligence category 4.36% 1.69% 1.26%
Number of salaries quoted 70 19 25
Median salary £57,000 £50,000 £50,000
Median salary % change year-on-year
+14.00% -
90% offered a salary of more than £35,000 £34,000 £40,000
10% offered a salary of more than £69,750 £80,000 £67,000
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -

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
2086 1773 2219
As % of all permanent IT jobs located in the North West 35.10% 31.92% 33.09%
Number of salaries quoted 1826 1556 1945
Median salary £40,000 £42,500 £39,000
Median salary % change year-on-year
-5.88% +8.97%
90% offered a salary of more than £29,000 £30,000 £27,500
10% offered a salary of more than £57,500 £52,500 £53,000
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 18 January 2017.

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 18 January 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 +31 75 £57,000 +8.05% 17
Lancashire - 10 £45,000 - 2
Cheshire +7 5 £57,500 +15.00% 2
Merseyside -11 1 £55,000 -
Hadoop
England

Hadoop
Top 30 Related IT Skills in the North West

For the 6 months to 18 January 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.

1 141 (77.47%) Big Data
2 116 (63.74%) Java
3 113 (62.09%) Agile Software Development
4 87 (47.80%) SQL
5 77 (42.31%) Apache Spark
6 74 (40.66%) JavaScript
6 74 (40.66%) Python
7 72 (39.56%) Spring
8 71 (39.01%) MySQL
9 68 (37.36%) Analytics
10 66 (36.26%) SQL Server
11 65 (35.71%) Hibernate
12 62 (34.07%) HTML
13 61 (33.52%) CSS
14 60 (32.97%) Scrum
15 58 (31.87%) MongoDB
16 57 (31.32%) Relational Database
17 55 (30.22%) C#
18 54 (29.67%) jQuery
19 52 (28.57%) Oracle
19 52 (28.57%) DevOps
20 51 (28.02%) Apache Camel
21 50 (27.47%) Business Intelligence
21 50 (27.47%) Apache Hive
21 50 (27.47%) Data Analytics
22 49 (26.92%) Perl
23 48 (26.37%) Apache Pig
24 47 (25.82%) Elasticsearch
25 46 (25.27%) Node.js
25 46 (25.27%) C

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 77 (42.31%) Apache Spark
2 48 (26.37%) Apache Pig
3 47 (25.82%) Elasticsearch
4 32 (17.58%) Tomcat
5 12 (6.59%) JBoss
5 12 (6.59%) Jetty
5 12 (6.59%) WebLogic
6 10 (5.49%) Apache
7 8 (4.40%) Apache Solr
8 7 (3.85%) OpenStack
8 7 (3.85%) SAS
8 7 (3.85%) WebSphere
9 4 (2.20%) Oracle SOA Suite
Applications
1 12 (6.59%) SPSS
2 9 (4.95%) MS Excel
3 2 (1.10%) S-PLUS
3 2 (1.10%) Stata
Business Applications
1 7 (3.85%) SAP Oil and Gas
2 1 (0.55%) Dynamics NAV
Cloud Services
1 27 (14.84%) Amazon AWS
2 17 (9.34%) Microsoft Azure
3 4 (2.20%) SaaS
4 3 (1.65%) Amazon EMR
5 2 (1.10%) PaaS
6 1 (0.55%) Data Lake Analytics
Communications & Networking
1 2 (1.10%) HTTP
2 1 (0.55%) DNS
2 1 (0.55%) Kerberos
2 1 (0.55%) VPN
Database & Business Intelligence
1 141 (77.47%) Big Data
2 71 (39.01%) MySQL
3 66 (36.26%) SQL Server
4 58 (31.87%) MongoDB
5 57 (31.32%) Relational Database
6 50 (27.47%) Apache Hive
7 40 (21.98%) RDBMS
8 37 (20.33%) NoSQL
9 32 (17.58%) SQL Server Integration Services
10 31 (17.03%) Apache Cassandra
11 27 (14.84%) SQL Server Analysis Services
12 25 (13.74%) Data Warehouse
12 25 (13.74%) SQL Server Reporting Services
13 19 (10.44%) SQL Server 2012
14 16 (8.79%) MS Access
15 12 (6.59%) Couchbase
15 12 (6.59%) Redis
15 12 (6.59%) Riak
15 12 (6.59%) SQL Server 2008
15 12 (6.59%) SQL Server 2014
Development Applications
1 14 (7.69%) Git (software)
2 11 (6.04%) Jenkins
3 10 (5.49%) Atlassian Bamboo
4 4 (2.20%) Maven
5 1 (0.55%) Mercurial
5 1 (0.55%) SQL Server Management Studio (SSMS)
5 1 (0.55%) Subversion
5 1 (0.55%) Talend Open Studio
5 1 (0.55%) Vagrant
General
1 28 (15.38%) Military
2 16 (8.79%) Retail
3 15 (8.24%) Marketing
4 14 (7.69%) Banking
5 13 (7.14%) Legal
6 10 (5.49%) Finance
7 7 (3.85%) Electronics
7 7 (3.85%) Manufacturing
7 7 (3.85%) Telecoms
8 5 (2.75%) Games
8 5 (2.75%) Law
9 4 (2.20%) Automotive
10 3 (1.65%) Aerospace
11 1 (0.55%) Advertising
11 1 (0.55%) Corporate Banking
11 1 (0.55%) Financial Institution
Job Titles
1 79 (43.41%) Developer
2 51 (28.02%) Java Developer
3 37 (20.33%) Software Developer
4 33 (18.13%) Java Software Developer
4 33 (18.13%) Senior Developer
5 29 (15.93%) Software Engineer
6 20 (10.99%) Architect
7 18 (9.89%) Data Scientist
8 16 (8.79%) Business Intelligence Developer
9 15 (8.24%) Senior Business Intelligence Developer
10 11 (6.04%) Java Engineer
10 11 (6.04%) Lead Architect
10 11 (6.04%) Senior Data Scientist
10 11 (6.04%) Team Leader
11 10 (5.49%) Big Data Developer
11 10 (5.49%) Java Software Engineer
11 10 (5.49%) Software Architect
11 10 (5.49%) SSAS Developer
11 10 (5.49%) SSIS Developer
12 9 (4.95%) Developer/Software Engineer
Libraries, Frameworks & Software Standards
1 72 (39.56%) Spring
2 65 (35.71%) Hibernate
3 62 (34.07%) HTML
4 61 (33.52%) CSS
5 54 (29.67%) jQuery
6 51 (28.02%) Apache Camel
7 46 (25.27%) Node.js
8 42 (23.08%) AngularJS
8 42 (23.08%) Java EE
9 40 (21.98%) HTML5
10 34 (18.68%) CSS3
10 34 (18.68%) Middleware
11 20 (10.99%) React
12 17 (9.34%) RabbitMQ
12 17 (9.34%) Web Services
13 16 (8.79%) REST
14 13 (7.14%) LAMP
15 10 (5.49%) MDX
16 7 (3.85%) ELK Stack
16 7 (3.85%) Lucene
Miscellaneous
1 38 (20.88%) Visualisation
2 23 (12.64%) PKI
3 22 (12.09%) iPad
4 17 (9.34%) Computer Science
5 10 (5.49%) Algorithms
6 9 (4.95%) Statistics
7 7 (3.85%) Mathematics
8 6 (3.30%) Analytical Skills
9 5 (2.75%) Data Protection Act
10 4 (2.20%) Credit Risk
10 4 (2.20%) Cyberthreat
10 4 (2.20%) Physics
10 4 (2.20%) Public Cloud
11 2 (1.10%) Data Structures
11 2 (1.10%) Management Information System
11 2 (1.10%) Taxonomies
12 1 (0.55%) Clustering
12 1 (0.55%) Data Extraction
12 1 (0.55%) Economics
12 1 (0.55%) Mobile Games
Operating Systems
1 27 (14.84%) Linux
2 7 (3.85%) Android
2 7 (3.85%) Apple iOS
3 6 (3.30%) Unix
4 2 (1.10%) CentOS
5 1 (0.55%) Red Hat Enterprise Linux
5 1 (0.55%) Windows
Processes & Methodologies
1 113 (62.09%) Agile Software Development
2 68 (37.36%) Analytics
3 60 (32.97%) Scrum
4 52 (28.57%) DevOps
5 50 (27.47%) Business Intelligence
5 50 (27.47%) Data Analytics
6 43 (23.63%) E-Commerce
7 38 (20.88%) Software Engineering
8 37 (20.33%) SDLC
9 35 (19.23%) Information Security
10 34 (18.68%) Continuous Improvement
10 34 (18.68%) Time Management
11 33 (18.13%) TDD
12 29 (15.93%) Web Development
13 26 (14.29%) Continuous Integration
14 23 (12.64%) MVC
15 21 (11.54%) Mentoring
16 18 (9.89%) BDD
16 18 (9.89%) Open Source
16 18 (9.89%) Unit Testing
Programming Languages
1 116 (63.74%) Java
2 87 (47.80%) SQL
3 74 (40.66%) JavaScript
3 74 (40.66%) Python
4 55 (30.22%) C#
5 49 (26.92%) Perl
6 46 (25.27%) C
7 29 (15.93%) Ruby
8 25 (13.74%) R
9 19 (10.44%) T-SQL
10 17 (9.34%) Groovy
11 15 (8.24%) MATLAB
12 14 (7.69%) Scala
13 12 (6.59%) C++
14 8 (4.40%) Go
15 7 (3.85%) Bash Shell
16 5 (2.75%) PHP
17 4 (2.20%) Clojure
18 3 (1.65%) Haskell
19 2 (1.10%) PL/SQL
Qualifications
1 35 (19.23%) Degree
2 31 (17.03%) Security Cleared
3 29 (15.93%) DV Cleared
4 15 (8.24%) PhD
5 1 (0.55%) MBA
5 1 (0.55%) PRINCE2 Certification
Quality Assurance & Compliance
1 4 (2.20%) QA
2 2 (1.10%) COBIT
2 2 (1.10%) Data Quality
3 1 (0.55%) SLA
System Software
1 35 (19.23%) Hyper-V
1 35 (19.23%) VMware Infrastructure
2 4 (2.20%) HDFS
3 2 (1.10%) Docker
4 1 (0.55%) Apache Flume
4 1 (0.55%) Apache ZooKeeper
Systems Management
1 11 (6.04%) Puppet
2 9 (4.95%) Opscode Chef
3 8 (4.40%) Ansible
4 7 (3.85%) Kibana
4 7 (3.85%) logstash
4 7 (3.85%) Salt
5 1 (0.55%) Cobbler
5 1 (0.55%) Oozie
Vendors
1 52 (28.57%) Oracle
2 36 (19.78%) VMware
3 27 (14.84%) Microsoft
4 15 (8.24%) Cloudera
5 10 (5.49%) Tableau
6 9 (4.95%) SAP
7 8 (4.40%) Hortonworks
7 8 (4.40%) Splunk
8 5 (2.75%) Teradata
9 2 (1.10%) Cognos
9 2 (1.10%) Red Hat
9 2 (1.10%) Xamarin
10 1 (0.55%) Google
10 1 (0.55%) RainStor
10 1 (0.55%) SaltStack
10 1 (0.55%) Talend
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Salary: to £60k DOE + Benefits
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