The following table provides summary statistics for permanent job vacancies advertised in Manchester with a requirement for Hadoop skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Hadoop over the 3 months to 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Apache Hadoop
North West / Manchester
Rank 108 174 181
Rank change year-on-year +66 +7  
Permanent jobs citing Hadoop 95 8 10
As % of all permanent IT jobs advertised in Manchester 2.41% 0.24% 0.27%
As % of the Database & Business Intelligence category 7.15% 0.77% 0.78%
Number of salaries quoted 59 2 8
Median salary £60,000 £29,375 £52,500
Median salary % change year-on-year +104.25% -44.04%  
90% offered a salary of more than £39,500 £25,875 £45,000
10% offered a salary of more than £75,000 £32,875 £56,500
UK excluding London median salary £52,500 £50,000 £50,000
% change year-on-year +5.00% -  

Hadoop is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Manchester with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Manchester
Permanent job vacancies with a requirement for database and business intelligence skills 1328 1037 1274
As % of all permanent IT job vacancies advertised in Manchester 33.70% 30.76% 33.94%
Number of salaries quoted 1108 897 1096
Median salary £40,000 £42,500 £40,000
Median salary % change year-on-year -5.88% +6.25%  
90% offered a salary of more than £30,000 £30,000 £29,000
10% offered a salary of more than £60,000 £52,500 £55,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Hadoop
Job Vacancy Trend in Manchester

The job posting trend of jobs advertised in Manchester citing Hadoop as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Hadoop in Manchester

Hadoop
Salary Trend in Manchester

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

Salary trend for Hadoop in Manchester

Hadoop
Salary Histogram in Manchester

The salary distribution of IT jobs citing Hadoop in Manchester over the 3 months to 25 March 2017.

Salary histogram for Hadoop 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 25 March 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
Bury - 1 £35,000 -
Hadoop
North West

Hadoop
Top 30 Related IT Skills in Manchester

For the 6 months to 25 March 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 Manchester region with a requirement for Hadoop.

1 148 (83.62%) Big Data
2 129 (72.88%) Agile Software Development
3 115 (64.97%) Java
4 91 (51.41%) Apache Spark
5 85 (48.02%) DevOps
6 81 (45.76%) Python
7 80 (45.20%) MySQL
8 79 (44.63%) Scrum
9 72 (40.68%) Spring
10 68 (38.42%) JavaScript
11 67 (37.85%) Analytics
12 66 (37.29%) SQL Server
13 64 (36.16%) SQL
14 61 (34.46%) Relational Database
15 59 (33.33%) Data Analytics
16 58 (32.77%) C#
17 57 (32.20%) Oracle
17 57 (32.20%) Apache Hive
18 56 (31.64%) Node.js
18 56 (31.64%) Apache Pig
19 54 (30.51%) MongoDB
20 53 (29.94%) Elasticsearch
21 52 (29.38%) C
21 52 (29.38%) Java EE
22 51 (28.81%) E-Commerce
22 51 (28.81%) Hibernate
23 50 (28.25%) TDD
23 50 (28.25%) Amazon AWS
24 49 (27.68%) Perl
25 48 (27.12%) Software Engineering

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 91 (51.41%) Apache Spark
2 56 (31.64%) Apache Pig
3 53 (29.94%) Elasticsearch
4 14 (7.91%) Tomcat
5 13 (7.34%) Apache
6 9 (5.08%) JBoss
6 9 (5.08%) Jetty
6 9 (5.08%) WebLogic
7 8 (4.52%) Apache Solr
7 8 (4.52%) OpenStack
7 8 (4.52%) SAS
7 8 (4.52%) WebSphere
8 2 (1.13%) Oracle SOA Suite
8 2 (1.13%) SharePoint
9 1 (0.56%) Confluence
Applications
1 9 (5.08%) SPSS
2 5 (2.82%) MS Excel
3 4 (2.26%) S-PLUS
3 4 (2.26%) Stata
4 1 (0.56%) Spreadsheet
Business Applications
1 11 (6.21%) SAP Oil and Gas
Cloud Services
1 50 (28.25%) Amazon AWS
2 21 (11.86%) Microsoft Azure
3 13 (7.34%) Google Cloud Platform
4 9 (5.08%) PaaS
5 8 (4.52%) SaaS
6 3 (1.69%) Amazon EMR
7 1 (0.56%) Amazon Kinesis
Communications & Networking
1 9 (5.08%) Intranet
2 2 (1.13%) HTTP
3 1 (0.56%) DNS
3 1 (0.56%) Internet
3 1 (0.56%) Kerberos
3 1 (0.56%) SSL
3 1 (0.56%) VPN
Database & Business Intelligence
1 148 (83.62%) Big Data
2 80 (45.20%) MySQL
3 66 (37.29%) SQL Server
4 61 (34.46%) Relational Database
5 57 (32.20%) Apache Hive
6 54 (30.51%) MongoDB
7 47 (26.55%) RDBMS
8 31 (17.51%) SQL Server Integration Services
9 28 (15.82%) NoSQL
10 27 (15.25%) SQL Server Reporting Services
11 25 (14.12%) SQL Server Analysis Services
12 21 (11.86%) Data Warehouse
13 19 (10.73%) MS Access
14 18 (10.17%) SQL Server 2008
15 16 (9.04%) Apache Cassandra
16 10 (5.65%) PostgreSQL
16 10 (5.65%) SQL Server 2012
17 9 (5.08%) Couchbase
17 9 (5.08%) Redis
17 9 (5.08%) Riak
Development Applications
1 18 (10.17%) Git (software)
2 15 (8.47%) Atlassian Bamboo
2 15 (8.47%) Jenkins
3 5 (2.82%) JUnit
4 4 (2.26%) Maven
5 2 (1.13%) Selenium
6 1 (0.56%) Appium
6 1 (0.56%) Artifactory
6 1 (0.56%) EasyMock
6 1 (0.56%) JIRA
6 1 (0.56%) SonarQube
6 1 (0.56%) Talend Open Studio
General
1 32 (18.08%) Military
2 17 (9.60%) Finance
3 16 (9.04%) Marketing
4 13 (7.34%) Legal
5 12 (6.78%) Retail
6 11 (6.21%) Electronics
6 11 (6.21%) Manufacturing
6 11 (6.21%) Telecoms
7 10 (5.65%) Banking
8 4 (2.26%) Games
9 2 (1.13%) Aerospace
9 2 (1.13%) Automotive
10 1 (0.56%) Law
Job Titles
1 79 (44.63%) Developer
2 50 (28.25%) Java Developer
3 38 (21.47%) Senior Developer
4 32 (18.08%) Architect
5 29 (16.38%) Software Developer
6 28 (15.82%) Software Engineer
7 25 (14.12%) Java Software Developer
8 18 (10.17%) Big Data Developer
9 15 (8.47%) Senior Big Data Developer
10 13 (7.34%) Data Scientist
10 13 (7.34%) Senior Java Developer
11 12 (6.78%) Business Intelligence Developer
11 12 (6.78%) Data Engineer
11 12 (6.78%) Senior Business Intelligence Developer
11 12 (6.78%) SSAS Developer
11 12 (6.78%) SSIS Developer
12 11 (6.21%) Cloud Architect
12 11 (6.21%) Java Engineer
12 11 (6.21%) Java Software Engineer
12 11 (6.21%) Software Architect
Libraries, Frameworks & Software Standards
1 72 (40.68%) Spring
2 56 (31.64%) Node.js
3 52 (29.38%) Java EE
4 51 (28.81%) Hibernate
5 46 (25.99%) AngularJS
5 46 (25.99%) Apache Camel
6 44 (24.86%) CSS
6 44 (24.86%) HTML
7 42 (23.73%) Middleware
8 39 (22.03%) HTML5
9 37 (20.90%) jQuery
10 36 (20.34%) CSS3
11 30 (16.95%) React
12 28 (15.82%) Web Services
13 25 (14.12%) REST
14 16 (9.04%) LAMP
15 8 (4.52%) Elastic Stack
15 8 (4.52%) Lucene
16 6 (3.39%) .NET
16 6 (3.39%) J2EE
Miscellaneous
1 30 (16.95%) PKI
2 27 (15.25%) iPad
3 14 (7.91%) Computer Science
4 10 (5.65%) Mobile App
5 8 (4.52%) Analytical Skills
5 8 (4.52%) Public Cloud
6 6 (3.39%) Algorithms
7 3 (1.69%) Cyberthreat
8 2 (1.13%) Data Structures
9 1 (0.56%) Clustering
9 1 (0.56%) Credit Risk
9 1 (0.56%) Fintech
9 1 (0.56%) Internet of Things
9 1 (0.56%) Mobile Games
9 1 (0.56%) User Experience
Operating Systems
1 26 (14.69%) Linux
2 16 (9.04%) Unix
3 12 (6.78%) Windows
4 8 (4.52%) Android
4 8 (4.52%) Apple iOS
5 2 (1.13%) CentOS
6 1 (0.56%) Red Hat Enterprise Linux
Processes & Methodologies
1 129 (72.88%) Agile Software Development
2 85 (48.02%) DevOps
3 79 (44.63%) Scrum
4 67 (37.85%) Analytics
5 59 (33.33%) Data Analytics
6 51 (28.81%) E-Commerce
7 50 (28.25%) TDD
8 48 (27.12%) Software Engineering
9 47 (26.55%) Visualisation
10 45 (25.42%) Continuous Integration
11 43 (24.29%) SDLC
12 42 (23.73%) Business Intelligence
12 42 (23.73%) Information Security
12 42 (23.73%) Time Management
13 38 (21.47%) BDD
14 36 (20.34%) Continuous Improvement
15 29 (16.38%) Open Source
16 27 (15.25%) Continuous Delivery
17 26 (14.69%) SOA
18 24 (13.56%) Machine Learning
Programming Languages
1 115 (64.97%) Java
2 81 (45.76%) Python
3 68 (38.42%) JavaScript
4 64 (36.16%) SQL
5 58 (32.77%) C#
6 52 (29.38%) C
7 49 (27.68%) Perl
8 35 (19.77%) Ruby
9 22 (12.43%) T-SQL
10 16 (9.04%) R
11 14 (7.91%) C++
12 13 (7.34%) Go
13 12 (6.78%) Shell Script
14 10 (5.65%) MATLAB
14 10 (5.65%) Scala
15 8 (4.52%) Bash Shell
16 5 (2.82%) PHP
17 3 (1.69%) Clojure
17 3 (1.69%) Haskell
18 2 (1.13%) PL/SQL
Qualifications
1 47 (26.55%) Degree
2 33 (18.64%) DV Cleared
2 33 (18.64%) Security Cleared
3 10 (5.65%) PhD
4 1 (0.56%) ISTQB
Quality Assurance & Compliance
1 3 (1.69%) GCP
2 2 (1.13%) Data Quality
3 1 (0.56%) IFRS
3 1 (0.56%) IFRS 9
3 1 (0.56%) QA
System Software
1 42 (23.73%) Hyper-V
1 42 (23.73%) VMware Infrastructure
2 9 (5.08%) Docker
3 6 (3.39%) HDFS
Systems Management
1 22 (12.43%) Kibana
2 21 (11.86%) Opscode Chef
2 21 (11.86%) Puppet
3 20 (11.30%) Ansible
4 8 (4.52%) logstash
4 8 (4.52%) Salt
5 4 (2.26%) Mesos
6 1 (0.56%) Kubernetes
Vendors
1 57 (32.20%) Oracle
2 43 (24.29%) VMware
3 28 (15.82%) Microsoft
4 13 (7.34%) Google
4 13 (7.34%) SAP
5 9 (5.08%) Cloudera
5 9 (5.08%) Splunk
6 8 (4.52%) Tableau
7 5 (2.82%) Hortonworks
8 4 (2.26%) Red Hat
9 2 (1.13%) IDERA
9 2 (1.13%) Informatica
9 2 (1.13%) RedGate
9 2 (1.13%) Teradata
9 2 (1.13%) Xamarin
10 1 (0.56%) Alteryx
10 1 (0.56%) Facebook
10 1 (0.56%) RainStor
10 1 (0.56%) Talend
10 1 (0.56%) Twitter
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