Period
to 17 November 2017

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 6 months to 17 November 2017 with a comparison to the same period in the previous 2 years.

Apache Hadoop
North West > Manchester
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 163 166 211
Rank change year-on-year +3 +45 +24
Permanent jobs citing Hadoop 146 118 67
As % of all permanent IT jobs advertised in Manchester 1.84% 1.58% 0.90%
As % of the Database & Business Intelligence category 5.57% 4.60% 2.79%
Number of salaries quoted 113 107 34
Manchester median annual salary £55,000 £55,500 £49,000
Median salary % change year-on-year -0.90% +13.27% +0.51%
10th Percentile £28,000 £36,250 £37,725
90th Percentile £72,500 £75,400 £66,750
North West median annual salary £54,000 £55,000 £50,000
% change year-on-year -1.82% +10.00% -4.76%

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

All Database and Business Intelligence Skills
Manchester
Permanent vacancies with a requirement for database or business intelligence skills 2621 2564 2405
As % of all permanent IT jobs advertised in Manchester 32.99% 34.37% 32.23%
Number of salaries quoted 2264 2288 2079
Manchester median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +3.90%
10th Percentile £27,500 £26,750 £26,750
90th Percentile £62,500 £61,250 £56,250
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +5.26%

Hadoop
Job Vacancy Trend in Manchester

Job postings citing Hadoop as a percentage of all IT jobs advertised in Manchester.

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 6 months to 17 November 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 6 months to 17 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cheadle - 4 £28,000 -
Hadoop
North West

For the 6 months to 17 November 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.

1 118 (80.82%) Big Data
2 95 (65.07%) Python
3 82 (56.16%) Java
4 73 (50.00%) Amazon AWS
5 72 (49.32%) SQL
6 71 (48.63%) Analytics
7 66 (45.21%) Apache Spark
8 62 (42.47%) Agile Software Development
9 57 (39.04%) Open Source
10 54 (36.99%) DevOps
11 52 (35.62%) Software Engineering
12 51 (34.93%) SQL Server
13 48 (32.88%) Machine Learning
14 44 (30.14%) Finance
15 43 (29.45%) Business Intelligence
16 42 (28.77%) C++
16 42 (28.77%) Relational Database
17 39 (26.71%) Ansible
17 39 (26.71%) .NET
17 39 (26.71%) Windows
18 38 (26.03%) Microsoft Azure
19 36 (24.66%) Puppet
19 36 (24.66%) Marketing
19 36 (24.66%) SAP
19 36 (24.66%) Shell Script
19 36 (24.66%) Opscode Chef
20 35 (23.97%) Google Cloud Platform
20 35 (23.97%) Manufacturing
20 35 (23.97%) Electronics
20 35 (23.97%) Telecoms

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
1 66 (45.21%) Apache Spark
2 21 (14.38%) Apache
3 17 (11.64%) SAS
4 16 (10.96%) Apache Pig
4 16 (10.96%) Elasticsearch
5 6 (4.11%) Apache Solr
6 4 (2.74%) SharePoint
6 4 (2.74%) WebSphere
7 3 (2.05%) Jetty
7 3 (2.05%) Tomcat
7 3 (2.05%) WebLogic
8 2 (1.37%) IIS
9 1 (0.68%) JBoss
9 1 (0.68%) Tornado
Applications
1 4 (2.74%) Microsoft Office
2 3 (2.05%) S-PLUS
2 3 (2.05%) SPSS
2 3 (2.05%) Stata
3 1 (0.68%) Weka
Cloud Services
1 73 (50.00%) Amazon AWS
2 38 (26.03%) Microsoft Azure
3 35 (23.97%) Google Cloud Platform
4 18 (12.33%) Amazon EMR
5 6 (4.11%) SaaS
6 4 (2.74%) AWS CloudFormation
7 3 (2.05%) Amazon SQS
8 1 (0.68%) Amazon CloudWatch
8 1 (0.68%) Amazon S3
Communications & Networking
1 4 (2.74%) SSL
2 3 (2.05%) AMQP
3 1 (0.68%) Intranet
Database & Business Intelligence
1 118 (80.82%) Big Data
2 51 (34.93%) SQL Server
3 42 (28.77%) Relational Database
4 32 (21.92%) MongoDB
5 29 (19.86%) Apache Hive
6 20 (13.70%) Apache Cassandra
6 20 (13.70%) PostgreSQL
7 19 (13.01%) NoSQL
8 18 (12.33%) Amazon Redshift
9 16 (10.96%) MySQL
10 14 (9.59%) Data Mining
11 12 (8.22%) RDBMS
12 10 (6.85%) SQL Server Integration Services
13 8 (5.48%) HBase
14 7 (4.79%) Data Warehouse
14 7 (4.79%) SQL Server Reporting Services
15 6 (4.11%) Data Lake
15 6 (4.11%) IBM InfoSphere
15 6 (4.11%) Redis
16 5 (3.42%) Impala
Development Applications
1 12 (8.22%) Git (software)
2 9 (6.16%) Jenkins
3 7 (4.79%) Cucumber
4 5 (3.42%) FitNesse
4 5 (3.42%) Selenium
5 4 (2.74%) Maven
5 4 (2.74%) TeamCity
6 3 (2.05%) Atlassian Bamboo
6 3 (2.05%) GitLab
6 3 (2.05%) JHipster
6 3 (2.05%) Vagrant
7 2 (1.37%) Artifactory
7 2 (1.37%) MSI
7 2 (1.37%) NuGet
7 2 (1.37%) SpecFlow
7 2 (1.37%) Team Foundation Server
7 2 (1.37%) WiX
8 1 (0.68%) JMeter
8 1 (0.68%) JUnit
8 1 (0.68%) LoadRunner
General
1 44 (30.14%) Finance
2 36 (24.66%) Marketing
3 35 (23.97%) Electronics
3 35 (23.97%) Manufacturing
3 35 (23.97%) Telecoms
4 6 (4.11%) Retail
5 3 (2.05%) Games
6 2 (1.37%) Military
7 1 (0.68%) Aerospace
7 1 (0.68%) Law
7 1 (0.68%) Legal
Job Titles
1 47 (32.19%) Software Engineer
2 26 (17.81%) Architect
2 26 (17.81%) Developer
3 22 (15.07%) Data Scientist
4 19 (13.01%) Java Developer
5 18 (12.33%) DevOps Engineer
6 16 (10.96%) Cloud Architect
7 15 (10.27%) Junior
8 14 (9.59%) Apache Spark Developer
8 14 (9.59%) Cloud Engineer
8 14 (9.59%) Cloud Software Engineer
9 13 (8.90%) C# Developer
9 13 (8.90%) Data Engineer
9 13 (8.90%) DevOps Architect
9 13 (8.90%) Java Scala Developer
9 13 (8.90%) Junior C# Developer
9 13 (8.90%) Junior Developer
9 13 (8.90%) Junior Java Developer
9 13 (8.90%) Lead DevOps
9 13 (8.90%) Scala Developer
Libraries, Frameworks & Software Standards
1 39 (26.71%) .NET
2 29 (19.86%) Web Services
3 28 (19.18%) RabbitMQ
4 25 (17.12%) Spring
5 19 (13.01%) Node.js
6 17 (11.64%) MSMQ
7 16 (10.96%) CSS
8 15 (10.27%) AngularJS
8 15 (10.27%) HTML
9 14 (9.59%) Hibernate
9 14 (9.59%) jQuery
10 11 (7.53%) HTML5
11 10 (6.85%) Apache Camel
11 10 (6.85%) Java EE
12 9 (6.16%) CSS3
12 9 (6.16%) JAX-RS
12 9 (6.16%) LAMP
12 9 (6.16%) Middleware
13 7 (4.79%) Kafka
14 5 (3.42%) React
Miscellaneous
1 34 (23.29%) Public Cloud
2 19 (13.01%) Analytical Skills
2 19 (13.01%) Data Structures
3 10 (6.85%) Computer Science
4 9 (6.16%) Algorithms
4 9 (6.16%) PKI
5 5 (3.42%) Mobile App
6 1 (0.68%) Clustering
6 1 (0.68%) Cyberthreat
6 1 (0.68%) Greenfield Project
6 1 (0.68%) iPad
6 1 (0.68%) Linux Command Line
6 1 (0.68%) Social Media
Operating Systems
1 39 (26.71%) Windows
2 34 (23.29%) Unix
3 26 (17.81%) Linux
Processes & Methodologies
1 71 (48.63%) Analytics
2 62 (42.47%) Agile Software Development
3 57 (39.04%) Open Source
4 54 (36.99%) DevOps
5 52 (35.62%) Software Engineering
6 48 (32.88%) Machine Learning
7 43 (29.45%) Business Intelligence
8 35 (23.97%) Digital Marketing
8 35 (23.97%) Programme Management
9 34 (23.29%) Test Automation
10 31 (21.23%) OO
11 27 (18.49%) Continuous Integration
12 26 (17.81%) Continuous Delivery
12 26 (17.81%) Data Analytics
13 21 (14.38%) MapReduce
13 21 (14.38%) Scrum
14 18 (12.33%) Data Acquisition
15 16 (10.96%) Data Management
15 16 (10.96%) TDD
16 14 (9.59%) Visualisation
Programming Languages
1 95 (65.07%) Python
2 82 (56.16%) Java
3 72 (49.32%) SQL
4 42 (28.77%) C++
5 36 (24.66%) Shell Script
6 31 (21.23%) Go
7 26 (17.81%) C#
8 25 (17.12%) JavaScript
9 24 (16.44%) Scala
10 21 (14.38%) R
11 20 (13.70%) Clojure
11 20 (13.70%) Haskell
12 17 (11.64%) Ruby
13 15 (10.27%) C
14 12 (8.22%) Perl
15 11 (7.53%) MATLAB
16 10 (6.85%) Bash Shell
17 4 (2.74%) PowerShell
18 3 (2.05%) Groovy
18 3 (2.05%) Kotlin
Qualifications
1 32 (21.92%) Degree
2 14 (9.59%) DV Cleared
2 14 (9.59%) Security Cleared
3 9 (6.16%) Numerate Degree
4 7 (4.79%) PhD
5 3 (2.05%) Master's Degree
6 1 (0.68%) MCSA
6 1 (0.68%) Microsoft Certification
Quality Assurance & Compliance
1 4 (2.74%) QA
2 1 (0.68%) Actionable Recommendations
2 1 (0.68%) Data Quality
System Software
1 13 (8.90%) Docker
2 9 (6.16%) Hyper-V
2 9 (6.16%) VMware Infrastructure
3 8 (5.48%) HDFS
4 5 (3.42%) Apache Flume
Systems Management
1 39 (26.71%) Ansible
2 36 (24.66%) Opscode Chef
2 36 (24.66%) Puppet
3 17 (11.64%) Mesos
4 8 (5.48%) Kibana
5 7 (4.79%) Kubernetes
6 4 (2.74%) Cobbler
7 3 (2.05%) Marathon
7 3 (2.05%) rkt
8 2 (1.37%) Ambari
8 2 (1.37%) Hadoop YARN
8 2 (1.37%) HAProxy
9 1 (0.68%) EMC NetWorker
Vendors
1 36 (24.66%) SAP
2 35 (23.97%) Google
3 25 (17.12%) Oracle
4 13 (8.90%) Cloudera
5 10 (6.85%) IBM
6 9 (6.16%) VMware
7 8 (5.48%) Teradata
8 7 (4.79%) Hortonworks
8 7 (4.79%) Informatica
9 6 (4.11%) Greenplum
9 6 (4.11%) Microsoft
9 6 (4.11%) Netezza
10 5 (3.42%) Atlassian
11 3 (2.05%) Splunk
11 3 (2.05%) Tableau
12 2 (1.37%) TIBCO
12 2 (1.37%) Xamarin
13 1 (0.68%) Alibaba
13 1 (0.68%) Rackspace