Hadoop Jobs in Manchester

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 27 June 2017 with a comparison to the same period in the previous 2 years.

Apache Hadoop North West / Manchester
Location	3 months to 27 Jun 2017	Same period 2016	Same period 2015
Rank	101	145	158
Rank change year-on-year	+44	+13
Permanent jobs citing Hadoop	125	36	26
As % of all permanent IT jobs advertised in Manchester	2.97%	1.03%	0.79%
As % of the Database & Business Intelligence category	8.49%	3.19%	2.22%
Number of salaries quoted	101	30	20
Median salary	£60,000	£47,500	£50,000
Median salary % change year-on-year	+26.31%	-5.00%
90% offered a salary of more than	£30,000	£32,858	£35,000
10% offered a salary of more than	£72,500	£65,250	£61,000
UK excluding London median salary	£53,750	£54,000	£50,000
% change year-on-year	-0.46%	+8.00%

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	1473	1128	1170
As % of all permanent IT job vacancies advertised in Manchester	34.98%	32.19%	35.37%
Number of salaries quoted	1292	1011	1023
Median salary	£41,500	£42,500	£40,000
Median salary % change year-on-year	-2.35%	+6.25%
90% offered a salary of more than	£30,000	£30,000	£28,000
10% offered a salary of more than	£60,000	£55,000	£55,000
UK excluding London median salary	£42,500	£42,500	£41,500
% change year-on-year	-	+2.40%

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.

Hadoop
Salary Histogram in Manchester

The salary distribution of IT jobs citing Hadoop in Manchester over the 3 months to 27 June 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 27 June 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
Stockport	-	1	-	-
Hadoop North West

Hadoop
Top 30 Co-occurring IT Skills in Manchester

For the 6 months to 27 June 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	185 (84.86%)	Big Data
2	152 (69.72%)	Java
3	134 (61.47%)	Python
4	129 (59.17%)	Agile Software Development
5	115 (52.75%)	Apache Spark
6	105 (48.17%)	SQL
7	94 (43.12%)	Amazon AWS
8	86 (39.45%)	DevOps
9	84 (38.53%)	Analytics
10	82 (37.61%)	Open Source
11	67 (30.73%)	SQL Server
11	67 (30.73%)	Software Engineering
12	64 (29.36%)	Machine Learning
13	62 (28.44%)	Relational Database
14	61 (27.98%)	Spring

14	61 (27.98%)	Continuous Integration
14	61 (27.98%)	C++
15	59 (27.06%)	Business Intelligence
15	59 (27.06%)	Finance
16	58 (26.61%)	Scrum
16	58 (26.61%)	JavaScript
16	58 (26.61%)	TDD
17	55 (25.23%)	BDD
18	54 (24.77%)	Web Services
19	52 (23.85%)	Apache Hive
20	51 (23.39%)	Puppet
20	51 (23.39%)	Opscode Chef
21	50 (22.94%)	Ansible
21	50 (22.94%)	C#
22	49 (22.48%)	Google Cloud Platform

Hadoop
Co-occurring 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
Applications
Business Applications
Cloud Services
Communications & Networking
Database & Business Intelligence
Development Applications
General
Job Titles
Libraries, Frameworks & Software Standards
Miscellaneous
Operating Systems
Processes & Methodologies
Programming Languages
Qualifications
Quality Assurance & Compliance
System Software
Systems Management
Vendors

Application Platforms
1	115 (52.75%)	Apache Spark
2	33 (15.14%)	Elasticsearch
3	32 (14.68%)	Apache Pig
4	31 (14.22%)	Apache
5	13 (5.96%)	SAS
6	6 (2.75%)	Apache Solr
6	6 (2.75%)	Tomcat
7	4 (1.83%)	JBoss
7	4 (1.83%)	Jetty
7	4 (1.83%)	WebLogic
8	3 (1.38%)	Apache Airflow
8	3 (1.38%)	OpenStack
8	3 (1.38%)	WebSphere
9	2 (0.92%)	SharePoint
10	1 (0.46%)	Confluence
10	1 (0.46%)	Tornado

Applications
1	4 (1.83%)	SPSS
2	3 (1.38%)	S-PLUS
2	3 (1.38%)	Stata
3	2 (0.92%)	Microsoft Excel
4	1 (0.46%)	Spreadsheet
4	1 (0.46%)	Weka

Business Applications
1	45 (20.64%)	SAP Oil and Gas

Cloud Services
1	94 (43.12%)	Amazon AWS
2	49 (22.48%)	Google Cloud Platform
3	45 (20.64%)	Microsoft Azure
4	20 (9.17%)	Amazon EMR
5	8 (3.67%)	PaaS
6	6 (2.75%)	SaaS
7	1 (0.46%)	Amazon Kinesis

Communications & Networking
1	14 (6.42%)	Intranet
2	6 (2.75%)	HTTP
3	1 (0.46%)	AMQP
3	1 (0.46%)	Firewall
3	1 (0.46%)	Internet
3	1 (0.46%)	Kerberos
3	1 (0.46%)	SSL
3	1 (0.46%)	TCP/IP

Database & Business Intelligence
1	185 (84.86%)	Big Data
2	67 (30.73%)	SQL Server
3	62 (28.44%)	Relational Database
4	52 (23.85%)	Apache Hive
5	36 (16.51%)	MySQL
6	29 (13.30%)	MongoDB
7	22 (10.09%)	RDBMS
8	21 (9.63%)	Amazon Redshift
9	20 (9.17%)	NoSQL
10	18 (8.26%)	Apache Cassandra
11	17 (7.80%)	PostgreSQL
12	16 (7.34%)	SQL Server Integration Services
13	15 (6.88%)	Data Warehouse
13	15 (6.88%)	SQL Server Reporting Services
14	12 (5.50%)	Data Mining
14	12 (5.50%)	SQL Server Analysis Services
15	11 (5.05%)	SQL Server 2008
16	10 (4.59%)	MS Access
17	8 (3.67%)	HBase
18	6 (2.75%)	Redis

Development Applications
1	22 (10.09%)	Git (software)
2	21 (9.63%)	Jenkins
3	20 (9.17%)	Atlassian Bamboo
4	11 (5.05%)	JUnit
5	7 (3.21%)	EasyMock
6	4 (1.83%)	JIRA
7	3 (1.38%)	GitLab
7	3 (1.38%)	Selenium
7	3 (1.38%)	TeamCity
8	1 (0.46%)	Appium
8	1 (0.46%)	Artifactory
8	1 (0.46%)	Cucumber
8	1 (0.46%)	FitNesse
8	1 (0.46%)	Gatling
8	1 (0.46%)	JBehave
8	1 (0.46%)	LoadRunner
8	1 (0.46%)	Maven
8	1 (0.46%)	SonarQube
8	1 (0.46%)	Talend Open Studio
8	1 (0.46%)	Vagrant

General
1	59 (27.06%)	Finance
2	47 (21.56%)	Marketing
3	46 (21.10%)	Telecoms
4	45 (20.64%)	Electronics
4	45 (20.64%)	Manufacturing
5	11 (5.05%)	Military
6	8 (3.67%)	Aerospace
7	7 (3.21%)	Legal
8	4 (1.83%)	Banking
8	4 (1.83%)	Retail
9	3 (1.38%)	Games
10	2 (0.92%)	Law
11	1 (0.46%)	Automotive

Job Titles
1	84 (38.53%)	Developer
2	70 (32.11%)	Java Developer
3	43 (19.72%)	Software Engineer
4	40 (18.35%)	Architect
5	34 (15.60%)	Java Software Developer
5	34 (15.60%)	Software Developer
6	29 (13.30%)	Cloud Architect
7	27 (12.39%)	Data Engineer
7	27 (12.39%)	Data Scientist
8	22 (10.09%)	DevOps Architect
8	22 (10.09%)	Lead DevOps
9	21 (9.63%)	Apache Spark Developer
9	21 (9.63%)	Java Engineer
9	21 (9.63%)	Java Software Engineer
10	19 (8.72%)	Senior Developer
11	17 (7.80%)	C# Developer
11	17 (7.80%)	Junior
11	17 (7.80%)	Junior Developer
11	17 (7.80%)	Junior Java Developer
12	15 (6.88%)	DevOps Engineer

Libraries, Frameworks & Software Standards
1	61 (27.98%)	Spring
2	54 (24.77%)	Web Services
3	43 (19.72%)	Node.js
4	41 (18.81%)	.NET
5	35 (16.06%)	Hibernate
5	35 (16.06%)	Java EE
6	33 (15.14%)	React
7	31 (14.22%)	HTML
8	26 (11.93%)	CSS
9	24 (11.01%)	AngularJS
9	24 (11.01%)	Apache Camel
9	24 (11.01%)	RabbitMQ
9	24 (11.01%)	REST
10	22 (10.09%)	MSMQ
11	21 (9.63%)	HTML5
12	20 (9.17%)	jQuery
13	19 (8.72%)	Middleware
14	14 (6.42%)	CSS3
15	8 (3.67%)	LAMP
15	8 (3.67%)	Spring MVC

Miscellaneous
1	35 (16.06%)	Public Cloud
2	24 (11.01%)	iPad
3	23 (10.55%)	Mobile App
4	20 (9.17%)	Data Structures
5	15 (6.88%)	PKI
6	14 (6.42%)	Analytical Skills
7	13 (5.96%)	Algorithms
8	8 (3.67%)	Cyberthreat
9	7 (3.21%)	Greenfield Project
10	5 (2.29%)	Computer Science
11	3 (1.38%)	Linux Command Line
12	2 (0.92%)	Enterprise Software
12	2 (0.92%)	User Experience
13	1 (0.46%)	Cybercrime
13	1 (0.46%)	Fintech
13	1 (0.46%)	Internet of Things
13	1 (0.46%)	Management Information System
13	1 (0.46%)	Mobile Games

Operating Systems
1	45 (20.64%)	Unix
2	44 (20.18%)	Windows
3	26 (11.93%)	Linux
4	4 (1.83%)	Android
4	4 (1.83%)	Apple iOS
5	1 (0.46%)	Red Hat Enterprise Linux

Processes & Methodologies
1	129 (59.17%)	Agile Software Development
2	86 (39.45%)	DevOps
3	84 (38.53%)	Analytics
4	82 (37.61%)	Open Source
5	67 (30.73%)	Software Engineering
6	64 (29.36%)	Machine Learning
7	61 (27.98%)	Continuous Integration
8	59 (27.06%)	Business Intelligence
9	58 (26.61%)	Scrum
9	58 (26.61%)	TDD
10	55 (25.23%)	BDD
11	46 (21.10%)	E-Commerce
12	45 (20.64%)	Continuous Delivery
12	45 (20.64%)	Data Analytics
12	45 (20.64%)	Digital Marketing
12	45 (20.64%)	Programme Management
13	40 (18.35%)	Test Automation
14	31 (14.22%)	OO
15	26 (11.93%)	MapReduce
16	25 (11.47%)	Visualisation

Programming Languages
1	152 (69.72%)	Java
2	134 (61.47%)	Python
3	105 (48.17%)	SQL
4	61 (27.98%)	C++
5	58 (26.61%)	JavaScript
6	50 (22.94%)	C#
7	42 (19.27%)	Shell Script
8	36 (16.51%)	Go
9	32 (14.68%)	C
10	30 (13.76%)	Perl
11	24 (11.01%)	R
12	22 (10.09%)	Scala
13	21 (9.63%)	Ruby
14	20 (9.17%)	Clojure
14	20 (9.17%)	Haskell
15	17 (7.80%)	MATLAB
16	12 (5.50%)	T-SQL
17	5 (2.29%)	Bash Shell

Qualifications
1	46 (21.10%)	Degree
2	16 (7.34%)	Numerate Degree
3	14 (6.42%)	Security Cleared
4	13 (5.96%)	DV Cleared
4	13 (5.96%)	PhD
5	3 (1.38%)	Computer Science Degree
6	2 (0.92%)	Microsoft Certification
7	1 (0.46%)	CCNA
7	1 (0.46%)	Cisco Certification
7	1 (0.46%)	CISSP
7	1 (0.46%)	GIAC
7	1 (0.46%)	ISTQB
7	1 (0.46%)	Linux+ Certification
7	1 (0.46%)	MCSA
7	1 (0.46%)	MCSE
7	1 (0.46%)	Network+ Certification
7	1 (0.46%)	SANS
7	1 (0.46%)	SSCP

Quality Assurance & Compliance
1	5 (2.29%)	GCP
2	3 (1.38%)	Data Quality
2	3 (1.38%)	QA

System Software
1	22 (10.09%)	Docker
2	19 (8.72%)	Hyper-V
2	19 (8.72%)	VMware Infrastructure
3	12 (5.50%)	HDFS
4	1 (0.46%)	Apache Flume

Systems Management
1	51 (23.39%)	Opscode Chef
1	51 (23.39%)	Puppet
2	50 (22.94%)	Ansible
3	31 (14.22%)	Kibana
4	22 (10.09%)	Mesos
5	10 (4.59%)	Kubernetes
6	5 (2.29%)	logstash
7	4 (1.83%)	Hadoop YARN
8	3 (1.38%)	Salt

Vendors
1	48 (22.02%)	Google
2	47 (21.56%)	SAP
3	26 (11.93%)	Oracle
4	19 (8.72%)	VMware
5	14 (6.42%)	Microsoft
6	10 (4.59%)	Cloudera
7	8 (3.67%)	Tableau
8	5 (2.29%)	Splunk
9	4 (1.83%)	Atlassian
10	3 (1.38%)	Apple
11	2 (0.92%)	IDERA
11	2 (0.92%)	Informatica
11	2 (0.92%)	Red Hat
11	2 (0.92%)	RedGate
11	2 (0.92%)	Teradata
11	2 (0.92%)	Xamarin
12	1 (0.46%)	Alteryx
12	1 (0.46%)	Facebook
12	1 (0.46%)	RainStor
12	1 (0.46%)	SaltStack