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

3 months to
3 Dec 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 116 165 185
Rank change year-on-year
+49 +20
Permanent jobs citing Hadoop 89 23 23
As % of all permanent IT jobs located in Manchester 2.39% 0.64% 0.54%
As % of the Database & Business Intelligence category 6.60% 2.03% 1.50%
Number of salaries quoted 79 13 15
Median salary £57,000 £53,000 £47,500
Median salary % change year-on-year
+7.54% +11.57%
90% offered a salary of more than £37,500 £31,500 £41,600
10% offered a salary of more than £72,500 £65,000 £55,000
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -
Hadoop
North West

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 Manchester region.

Database & Business Intelligence Category
Manchester
Permanent IT job ads with a match in the
Database & Business Intelligence category
1348 1132 1531
As % of all permanent IT jobs located in Manchester 36.19% 31.48% 35.85%
Number of salaries quoted 1214 984 1344
Median salary £45,000 £42,500 £39,000
Median salary % change year-on-year
+5.88% +8.97%
90% offered a salary of more than £30,000 £30,250 £28,500
10% offered a salary of more than £62,500 £52,500 £53,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

Hadoop
Jobs Demand Trend in Manchester

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

Hadoop Jobs Demand Trend in Manchester

Hadoop
Salary Trend in Manchester

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Hadoop across the Manchester region.

Hadoop Salary Trend in Manchester

Hadoop
Salary Histogram in Manchester

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

Hadoop Salary Histogram in Manchester

Hadoop
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the Manchester region over the 3 months to 3 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
Salford - 2 £50,000 - 1
Stockport - 2 £55,000 -
Bolton - 1 £55,000 -
Oldham - 1 £55,000 -
Hadoop
North West

Hadoop
Top 30 Related IT Skills in Manchester

For the 6 months to 3 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 Manchester region with a requirement for Hadoop.

1 104 (84.55%) Big Data
2 79 (64.23%) Agile Software Development
3 69 (56.10%) Java
4 58 (47.15%) SQL
5 56 (45.53%) SQL Server
6 54 (43.90%) Python
7 52 (42.28%) Apache Spark
8 50 (40.65%) MySQL
9 45 (36.59%) Analytics
10 44 (35.77%) Business Intelligence
11 40 (32.52%) Scrum
11 40 (32.52%) Relational Database
12 39 (31.71%) MongoDB
13 37 (30.08%) Spring
14 36 (29.27%) Oracle
14 36 (29.27%) JavaScript
15 35 (28.46%) E-Commerce
16 34 (27.64%) Perl
16 34 (27.64%) C#
16 34 (27.64%) Data Analytics
17 33 (26.83%) Hibernate
18 32 (26.02%) C
18 32 (26.02%) DevOps
19 31 (25.20%) Elasticsearch
20 30 (24.39%) Apache Hive
21 29 (23.58%) HTML
21 29 (23.58%) NoSQL
21 29 (23.58%) Node.js
22 28 (22.76%) CSS
23 27 (21.95%) Apache Pig

Hadoop
Top Related IT Skills in Manchester 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 52 (42.28%) Apache Spark
2 31 (25.20%) Elasticsearch
3 27 (21.95%) Apache Pig
4 13 (10.57%) Tomcat
5 10 (8.13%) JBoss
5 10 (8.13%) Jetty
5 10 (8.13%) WebLogic
6 8 (6.50%) Apache
7 6 (4.88%) Apache Solr
8 5 (4.07%) OpenStack
8 5 (4.07%) SAS
8 5 (4.07%) WebSphere
9 3 (2.44%) Oracle SOA Suite
Applications
1 10 (8.13%) SPSS
2 9 (7.32%) MS Excel
3 1 (0.81%) S-PLUS
3 1 (0.81%) Stata
Business Applications
1 7 (5.69%) SAP Oil and Gas
2 1 (0.81%) Dynamics NAV
Cloud Services
1 19 (15.45%) Amazon AWS
2 8 (6.50%) Microsoft Azure
3 4 (3.25%) SaaS
4 3 (2.44%) Amazon EMR
5 2 (1.63%) PaaS
Communications & Networking
1 1 (0.81%) DNS
1 1 (0.81%) HTTP
1 1 (0.81%) VPN
Database & Business Intelligence
1 104 (84.55%) Big Data
2 56 (45.53%) SQL Server
3 50 (40.65%) MySQL
4 40 (32.52%) Relational Database
5 39 (31.71%) MongoDB
6 30 (24.39%) Apache Hive
7 29 (23.58%) NoSQL
8 25 (20.33%) RDBMS
8 25 (20.33%) SQL Server Integration Services
9 24 (19.51%) SQL Server Analysis Services
10 18 (14.63%) SQL Server Reporting Services
11 17 (13.82%) Data Warehouse
12 15 (12.20%) SQL Server 2012
13 13 (10.57%) MS Access
14 10 (8.13%) Couchbase
14 10 (8.13%) Redis
14 10 (8.13%) Riak
14 10 (8.13%) SQL Server 2008
15 9 (7.32%) Apache Cassandra
16 8 (6.50%) Data Mining
Development Applications
1 11 (8.94%) Git (software)
2 7 (5.69%) Atlassian Bamboo
2 7 (5.69%) Jenkins
3 4 (3.25%) Maven
4 1 (0.81%) Mercurial
4 1 (0.81%) SQL Server Management Studio (SSMS)
4 1 (0.81%) Subversion
4 1 (0.81%) Vagrant
General
1 18 (14.63%) Military
2 14 (11.38%) Marketing
3 13 (10.57%) Legal
4 12 (9.76%) Retail
5 11 (8.94%) Banking
6 9 (7.32%) Finance
7 7 (5.69%) Electronics
7 7 (5.69%) Manufacturing
7 7 (5.69%) Telecoms
8 5 (4.07%) Law
9 4 (3.25%) Automotive
10 3 (2.44%) Games
11 2 (1.63%) Advertising
11 2 (1.63%) Aerospace
Job Titles
1 44 (35.77%) Developer
2 23 (18.70%) Senior Developer
3 22 (17.89%) Java Developer
4 21 (17.07%) Software Engineer
5 14 (11.38%) Architect
6 13 (10.57%) Business Intelligence Developer
6 13 (10.57%) Data Scientist
7 12 (9.76%) Senior Business Intelligence Developer
7 12 (9.76%) Software Developer
8 10 (8.13%) Senior Data Scientist
9 8 (6.50%) Java Software Developer
9 8 (6.50%) Team Leader
10 7 (5.69%) Big Data Developer
10 7 (5.69%) Business Intelligence Lead
10 7 (5.69%) SSAS Developer
10 7 (5.69%) SSIS Developer
11 6 (4.88%) Agile Developer
11 6 (4.88%) Lead Architect
11 6 (4.88%) Lead Software Engineer
11 6 (4.88%) Technical Leader
Libraries, Frameworks & Software Standards
1 37 (30.08%) Spring
2 33 (26.83%) Hibernate
3 29 (23.58%) HTML
3 29 (23.58%) Node.js
4 28 (22.76%) CSS
5 26 (21.14%) AngularJS
6 25 (20.33%) HTML5
6 25 (20.33%) Java EE
7 24 (19.51%) jQuery
8 21 (17.07%) Apache Camel
9 20 (16.26%) CSS3
9 20 (16.26%) Middleware
10 13 (10.57%) React
11 12 (9.76%) REST
11 12 (9.76%) Web Services
12 10 (8.13%) MDX
13 7 (5.69%) LAMP
14 6 (4.88%) Celery
14 6 (4.88%) Django
14 6 (4.88%) J2EE
Miscellaneous
1 23 (18.70%) Visualisation
2 15 (12.20%) iPad
3 13 (10.57%) PKI
4 11 (8.94%) Computer Science
5 9 (7.32%) Algorithms
6 7 (5.69%) Statistics
7 6 (4.88%) Mathematics
8 5 (4.07%) Data Protection Act
9 4 (3.25%) Credit Risk
9 4 (3.25%) Cyberthreat
9 4 (3.25%) Physics
10 3 (2.44%) Public Cloud
11 2 (1.63%) Data Structures
11 2 (1.63%) Management Information System
11 2 (1.63%) Taxonomies
12 1 (0.81%) Analytical Skills
12 1 (0.81%) Clustering
12 1 (0.81%) Cybercrime
12 1 (0.81%) Economics
12 1 (0.81%) Social Media
Operating Systems
1 21 (17.07%) Linux
2 8 (6.50%) Unix
3 5 (4.07%) Android
3 5 (4.07%) Apple iOS
4 2 (1.63%) CentOS
5 1 (0.81%) Windows
Processes & Methodologies
1 79 (64.23%) Agile Software Development
2 45 (36.59%) Analytics
3 44 (35.77%) Business Intelligence
4 40 (32.52%) Scrum
5 35 (28.46%) E-Commerce
6 34 (27.64%) Data Analytics
7 32 (26.02%) DevOps
8 26 (21.14%) Software Engineering
9 24 (19.51%) TDD
10 23 (18.70%) Continuous Improvement
10 23 (18.70%) SDLC
11 21 (17.07%) Continuous Integration
11 21 (17.07%) Information Security
12 20 (16.26%) Time Management
13 16 (13.01%) OO
14 15 (12.20%) Mentoring
15 14 (11.38%) BDD
15 14 (11.38%) Open Source
15 14 (11.38%) SOA
16 13 (10.57%) Machine Learning
Programming Languages
1 69 (56.10%) Java
2 58 (47.15%) SQL
3 54 (43.90%) Python
4 36 (29.27%) JavaScript
5 34 (27.64%) C#
5 34 (27.64%) Perl
6 32 (26.02%) C
7 20 (16.26%) R
8 17 (13.82%) Ruby
9 16 (13.01%) T-SQL
10 15 (12.20%) Scala
11 12 (9.76%) MATLAB
12 11 (8.94%) C++
13 6 (4.88%) Go
14 5 (4.07%) Bash Shell
14 5 (4.07%) PHP
15 4 (3.25%) Clojure
16 3 (2.44%) Haskell
17 1 (0.81%) Groovy
17 1 (0.81%) PL/SQL
Qualifications
1 22 (17.89%) Security Cleared
2 21 (17.07%) Degree
3 19 (15.45%) DV Cleared
4 13 (10.57%) PhD
5 1 (0.81%) PRINCE2 Certification
5 1 (0.81%) Sun Certification
Quality Assurance & Compliance
1 4 (3.25%) QA
2 2 (1.63%) COBIT
2 2 (1.63%) Data Quality
System Software
1 21 (17.07%) Hyper-V
1 21 (17.07%) VMware Infrastructure
2 3 (2.44%) HDFS
3 1 (0.81%) Apache Flume
3 1 (0.81%) Apache ZooKeeper
3 1 (0.81%) Docker
Systems Management
1 7 (5.69%) Puppet
2 6 (4.88%) Ansible
2 6 (4.88%) Opscode Chef
3 5 (4.07%) Kibana
3 5 (4.07%) logstash
3 5 (4.07%) Salt
4 1 (0.81%) Cobbler
4 1 (0.81%) Oozie
Vendors
1 36 (29.27%) Oracle
2 22 (17.89%) VMware
3 19 (15.45%) Microsoft
4 14 (11.38%) Cloudera
5 9 (7.32%) Hortonworks
5 9 (7.32%) Tableau
6 7 (5.69%) SAP
7 3 (2.44%) Splunk
8 2 (1.63%) Cognos
8 2 (1.63%) Red Hat
8 2 (1.63%) Teradata
9 1 (0.81%) SaltStack
9 1 (0.81%) Sun
9 1 (0.81%) Sybase
9 1 (0.81%) Xamarin
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