Period
to 17 January 2018

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 January 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
North West > Manchester
6 months to
17 Jan 2018
Same period 2017 Same period 2016
Rank 174 146 216
Rank change year-on-year -28 +70 +29
Permanent jobs citing Hadoop 115 157 51
As % of all permanent IT jobs advertised in Manchester 1.55% 2.11% 0.74%
As % of the Database & Business Intelligence category 4.71% 5.92% 2.36%
Number of salaries quoted 92 130 26
Manchester median annual salary £55,000 £57,000 £49,000
Median salary % change year-on-year -3.51% +16.33% -2.00%
10th Percentile £37,500 £33,625 £37,250
90th Percentile £81,250 £75,000 £67,500
North West median annual salary £53,750 £55,000 £50,000
% change year-on-year -2.27% +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 2,443 2,651 2,160
As % of all permanent IT jobs advertised in Manchester 32.89% 35.62% 31.15%
Number of salaries quoted 2,084 2,357 1,874
Manchester median annual salary £42,500 £40,000 £42,500
Median salary % change year-on-year +6.25% -5.88% +13.33%
10th Percentile £27,500 £26,250 £27,500
90th Percentile £65,000 £60,000 £57,063
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 January 2018.

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 January 2018. 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 January 2018, 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 78 (67.83%) Big Data
2 66 (57.39%) Python
3 53 (46.09%) Java
4 50 (43.48%) Apache Spark
5 45 (39.13%) DevOps
6 43 (37.39%) Amazon AWS
7 42 (36.52%) Software Engineering
8 37 (32.17%) Analytics
9 35 (30.43%) Agile Software Development
10 34 (29.57%) JavaScript
11 33 (28.70%) MongoDB
12 31 (26.96%) Machine Learning
12 31 (26.96%) Linux
13 30 (26.09%) Business Intelligence
13 30 (26.09%) Spring
14 29 (25.22%) Finance
15 28 (24.35%) Scrum
15 28 (24.35%) Test Automation
16 26 (22.61%) SQL Server
17 25 (21.74%) SQL
17 25 (21.74%) Apache Cassandra
17 25 (21.74%) Analytical Skills
18 24 (20.87%) Oracle
19 23 (20.00%) Ansible
19 23 (20.00%) Docker
20 22 (19.13%) SAP
21 21 (18.26%) Manufacturing
21 21 (18.26%) Electronics
21 21 (18.26%) Telecoms
21 21 (18.26%) TDD

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 50 (43.48%) Apache Spark
2 17 (14.78%) Elasticsearch
3 15 (13.04%) Apache Pig
4 12 (10.43%) Apache Solr
5 11 (9.57%) SAS
6 4 (3.48%) SharePoint
6 4 (3.48%) WebSphere
7 2 (1.74%) IIS
7 2 (1.74%) Jetty
7 2 (1.74%) Tomcat
7 2 (1.74%) WebLogic
8 1 (0.87%) Apache
8 1 (0.87%) Apache Airflow
Applications
1 4 (3.48%) Microsoft Office
2 2 (1.74%) S-PLUS
2 2 (1.74%) SPSS
2 2 (1.74%) Stata
Cloud Services
1 43 (37.39%) Amazon AWS
2 16 (13.91%) Microsoft Azure
3 15 (13.04%) Google Cloud Platform
4 12 (10.43%) SaaS
5 4 (3.48%) Amazon S3
5 4 (3.48%) AWS CloudFormation
6 3 (2.61%) Amazon SQS
7 1 (0.87%) Amazon CloudWatch
Communications & Networking
1 4 (3.48%) SSL
2 2 (1.74%) AMQP
3 1 (0.87%) VPN
Database & Business Intelligence
1 78 (67.83%) Big Data
2 33 (28.70%) MongoDB
3 26 (22.61%) SQL Server
4 25 (21.74%) Apache Cassandra
5 18 (15.65%) Apache Hive
5 18 (15.65%) MySQL
6 17 (14.78%) NoSQL
7 14 (12.17%) Relational Database
8 12 (10.43%) RDBMS
9 10 (8.70%) SQL Server Integration Services
10 7 (6.09%) Data Lake
10 7 (6.09%) Data Warehouse
10 7 (6.09%) PostgreSQL
10 7 (6.09%) SQL Server Reporting Services
11 6 (5.22%) Data Mining
11 6 (5.22%) HBase
11 6 (5.22%) IBM InfoSphere
12 5 (4.35%) Redis
13 4 (3.48%) Couchbase
13 4 (3.48%) Sqoop
Development Applications
1 12 (10.43%) Git (software)
2 11 (9.57%) Cucumber
3 10 (8.70%) Jenkins
4 8 (6.96%) TeamCity
5 5 (4.35%) GitLab
5 5 (4.35%) Selenium
6 4 (3.48%) FitNesse
7 3 (2.61%) Atlassian Bamboo
7 3 (2.61%) JHipster
7 3 (2.61%) Maven
7 3 (2.61%) SpecFlow
7 3 (2.61%) Team Foundation Server
8 2 (1.74%) Artifactory
8 2 (1.74%) MSI
8 2 (1.74%) NuGet
8 2 (1.74%) Vagrant
8 2 (1.74%) WiX
9 1 (0.87%) Jasmine
9 1 (0.87%) JIRA
9 1 (0.87%) Moq
General
1 29 (25.22%) Finance
2 21 (18.26%) Electronics
2 21 (18.26%) Manufacturing
2 21 (18.26%) Marketing
2 21 (18.26%) Telecoms
3 12 (10.43%) Retail
4 2 (1.74%) Military
5 1 (0.87%) Automotive
5 1 (0.87%) Games
5 1 (0.87%) Law
Job Titles
1 29 (25.22%) Software Engineer
2 21 (18.26%) Developer
3 17 (14.78%) Lead Software Engineer
4 16 (13.91%) Java Engineer
5 15 (13.04%) Architect
6 13 (11.30%) Java Software Engineer
7 10 (8.70%) Data Scientist
8 9 (7.83%) Analyst
8 9 (7.83%) Data Engineer
9 8 (6.96%) Data Architect
10 7 (6.09%) Solutions Architect
11 6 (5.22%) Cloud Architect
11 6 (5.22%) Python Developer
11 6 (5.22%) Senior Developer
12 5 (4.35%) Big Data Specialist
12 5 (4.35%) QA Analyst
12 5 (4.35%) Senior Java Engineer
12 5 (4.35%) Technical Specialist
13 4 (3.48%) C# Software Engineer
13 4 (3.48%) QA Test Analyst
Libraries, Frameworks & Software Standards
1 30 (26.09%) Spring
2 21 (18.26%) AngularJS
3 19 (16.52%) Node.js
4 17 (14.78%) RabbitMQ
5 16 (13.91%) CSS
6 15 (13.04%) .NET
6 15 (13.04%) HTML
6 15 (13.04%) JAX-RS
7 14 (12.17%) jQuery
8 13 (11.30%) Hibernate
9 12 (10.43%) HTML5
10 10 (8.70%) Apache Camel
10 10 (8.70%) CSS3
10 10 (8.70%) Java EE
10 10 (8.70%) LAMP
10 10 (8.70%) Middleware
11 9 (7.83%) React
11 9 (7.83%) Web Services
12 7 (6.09%) Gherkin
12 7 (6.09%) MSMQ
Miscellaneous
1 25 (21.74%) Analytical Skills
2 10 (8.70%) PKI
2 10 (8.70%) Public Cloud
3 8 (6.96%) Computer Science
4 6 (5.22%) Algorithms
4 6 (5.22%) Greenfield Project
5 4 (3.48%) Social Media
6 2 (1.74%) Mobile App
7 1 (0.87%) Clustering
Operating Systems
1 31 (26.96%) Linux
2 13 (11.30%) Windows
3 9 (7.83%) Unix
Processes & Methodologies
1 45 (39.13%) DevOps
2 42 (36.52%) Software Engineering
3 37 (32.17%) Analytics
4 35 (30.43%) Agile Software Development
5 31 (26.96%) Machine Learning
6 30 (26.09%) Business Intelligence
7 28 (24.35%) Scrum
7 28 (24.35%) Test Automation
8 21 (18.26%) Digital Marketing
8 21 (18.26%) Programme Management
8 21 (18.26%) TDD
9 19 (16.52%) Mentoring
9 19 (16.52%) OO
10 18 (15.65%) BDD
10 18 (15.65%) Microservices
11 16 (13.91%) Open Source
12 15 (13.04%) Continuous Delivery
12 15 (13.04%) Dependency Injection
12 15 (13.04%) E-Commerce
12 15 (13.04%) OOP
Programming Languages
1 66 (57.39%) Python
2 53 (46.09%) Java
3 34 (29.57%) JavaScript
4 25 (21.74%) SQL
5 21 (18.26%) Ruby
6 20 (17.39%) C++
7 17 (14.78%) C#
8 15 (13.04%) R
8 15 (13.04%) Scala
9 14 (12.17%) C
10 13 (11.30%) Perl
11 12 (10.43%) Shell Script
12 9 (7.83%) Bash Shell
13 7 (6.09%) Go
14 4 (3.48%) PowerShell
14 4 (3.48%) T-SQL
15 3 (2.61%) Groovy
15 3 (2.61%) Kotlin
15 3 (2.61%) MATLAB
16 2 (1.74%) F#
Qualifications
1 20 (17.39%) Degree
2 13 (11.30%) DV Cleared
2 13 (11.30%) Security Cleared
3 10 (8.70%) Numerate Degree
4 8 (6.96%) PhD
5 2 (1.74%) Master's Degree
Quality Assurance & Compliance
1 9 (7.83%) QA
2 7 (6.09%) GCP
System Software
1 23 (20.00%) Docker
2 10 (8.70%) Hyper-V
2 10 (8.70%) VMware Infrastructure
3 5 (4.35%) HDFS
4 3 (2.61%) Apache Flume
Systems Management
1 23 (20.00%) Ansible
2 18 (15.65%) Kubernetes
3 12 (10.43%) Opscode Chef
4 10 (8.70%) Puppet
5 7 (6.09%) Kibana
5 7 (6.09%) Mesos
6 5 (4.35%) Marathon
6 5 (4.35%) rkt
7 4 (3.48%) Cobbler
8 2 (1.74%) Ambari
8 2 (1.74%) HAProxy
9 1 (0.87%) EMC NetWorker
Vendors
1 24 (20.87%) Oracle
2 22 (19.13%) SAP
3 14 (12.17%) Google
4 11 (9.57%) Cloudera
5 10 (8.70%) IBM
5 10 (8.70%) VMware
6 8 (6.96%) Hortonworks
6 8 (6.96%) Teradata
7 7 (6.09%) Informatica
8 6 (5.22%) Greenplum
8 6 (5.22%) Netezza
9 5 (4.35%) Microsoft
10 4 (3.48%) Facebook
10 4 (3.48%) Twitter
11 3 (2.61%) Atlassian
12 2 (1.74%) Splunk
12 2 (1.74%) TIBCO
13 1 (0.87%) HP
13 1 (0.87%) Remedy
13 1 (0.87%) Salesforce.com