Period
to 15 December 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 15 December 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
North West > Manchester
6 months to
15 Dec 2018
Same period 2017 Same period 2016
Rank 157 166 166
Rank change year-on-year +9 0 +40
Permanent jobs citing Hadoop 133 126 130
As % of all permanent IT jobs advertised in Manchester 1.87% 1.61% 1.74%
As % of the Database & Business Intelligence category 6.13% 4.91% 5.00%
Number of salaries quoted 112 101 113
Manchester median annual salary £65,000 £55,000 £57,000
Median salary % change year-on-year +18.18% -3.51% +18.75%
10th Percentile £37,500 £37,500 £36,250
90th Percentile £91,250 £76,250 £74,750
North West median annual salary £65,000 £54,750 £55,000
% change year-on-year +18.72% -0.45% +10.00%

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 2,169 2,567 2,600
As % of all permanent IT jobs advertised in Manchester 30.48% 32.78% 34.89%
Number of salaries quoted 1,928 2,215 2,324
Manchester median annual salary £47,500 £42,500 £40,000
Median salary % change year-on-year +11.76% +6.25% -
10th Percentile £31,250 £27,500 £26,250
90th Percentile £75,000 £63,750 £60,000
North West median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -

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 15 December 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 15 December 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
Salford - 1 £62,500 - 1
Hadoop
North West

For the 6 months to 15 December 2018, IT jobs citing Hadoop also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Manchester region with a requirement for Hadoop.

1 110 (82.71%) Java
2 94 (70.68%) Big Data
3 88 (66.17%) Apache Spark
4 87 (65.41%) Amazon AWS
5 83 (62.41%) Python
5 83 (62.41%) DevOps
6 79 (59.40%) Agile Software Development
7 70 (52.63%) Open Source
8 69 (51.88%) Web Services
9 63 (47.37%) Kafka
10 61 (45.86%) Scala
11 58 (43.61%) NoSQL
11 58 (43.61%) Degree
12 56 (42.11%) Apache
13 54 (40.60%) TDD
14 51 (38.35%) JIRA
14 51 (38.35%) MongoDB
15 49 (36.84%) Data Modelling
16 48 (36.09%) Data Engineering
17 45 (33.83%) Mathematics
18 44 (33.08%) Computer Science
19 42 (31.58%) Cloud Computing
20 41 (30.83%) Change Management
20 41 (30.83%) CA Agile Central
21 39 (29.32%) Amazon Redshift
22 38 (28.57%) Amazon EMR
22 38 (28.57%) Flink
22 38 (28.57%) Computer Science Degree
22 38 (28.57%) Amazon Athena
22 38 (28.57%) Amazon EC2

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 88 (66.17%) Apache Spark
2 56 (42.11%) Apache
3 22 (16.54%) Apache Solr
4 12 (9.02%) Apache Pig
5 5 (3.76%) Cloud Foundry
6 4 (3.01%) Elasticsearch
7 3 (2.26%) SAS
8 2 (1.50%) WebSphere
9 1 (0.75%) Apache Airflow
9 1 (0.75%) Jupyter
Applications
1 2 (1.50%) SPSS
2 1 (0.75%) S-PLUS
2 1 (0.75%) Stata
2 1 (0.75%) Weka
Cloud Services
1 87 (65.41%) Amazon AWS
2 42 (31.58%) Cloud Computing
3 38 (28.57%) Amazon EC2
3 38 (28.57%) Amazon EMR
4 23 (17.29%) AWS CloudFormation
5 17 (12.78%) Google Cloud Platform
6 14 (10.53%) SaaS
7 13 (9.77%) PaaS
8 11 (8.27%) Microsoft Azure
9 8 (6.02%) IaaS
10 1 (0.75%) Amazon S3
10 1 (0.75%) Amazon SageMaker
10 1 (0.75%) AWS Lambda
10 1 (0.75%) Google Analytics
10 1 (0.75%) Serverless
Communications & Networking
1 19 (14.29%) Internet
2 8 (6.02%) TCP/IP
3 6 (4.51%) HTTP
4 5 (3.76%) Firewall
4 5 (3.76%) SSL
5 2 (1.50%) AMQP
Database & Business Intelligence
1 94 (70.68%) Big Data
2 58 (43.61%) NoSQL
3 51 (38.35%) MongoDB
4 39 (29.32%) Amazon Redshift
5 38 (28.57%) Amazon Athena
5 38 (28.57%) Flink
6 34 (25.56%) Apache Cassandra
7 32 (24.06%) Apache Hive
8 16 (12.03%) MySQL
9 12 (9.02%) SQL Server
10 7 (5.26%) HBase
10 7 (5.26%) Relational Database
11 4 (3.01%) Data Lake
11 4 (3.01%) Data Mining
11 4 (3.01%) DB2
12 3 (2.26%) RDBMS
13 2 (1.50%) Couchbase
13 2 (1.50%) Data Warehouse
13 2 (1.50%) Redis
13 2 (1.50%) Riak
Development Applications
1 51 (38.35%) JIRA
2 22 (16.54%) gulp
3 17 (12.78%) Selenium
4 10 (7.52%) JMeter
5 8 (6.02%) Atlassian Bamboo
5 8 (6.02%) Bitbucket
6 6 (4.51%) Git (software)
6 6 (4.51%) Grunt
6 6 (4.51%) SoapUI
7 5 (3.76%) CodeSonar
7 5 (3.76%) git-flow
7 5 (3.76%) Robot Framework
8 4 (3.01%) Cucumber
8 4 (3.01%) EasyMock
8 4 (3.01%) LoadRunner
8 4 (3.01%) Redmine
8 4 (3.01%) WATIR
9 2 (1.50%) TeamCity
10 1 (0.75%) Protractor
10 1 (0.75%) SpecFlow
General
1 28 (21.05%) Marketing
2 22 (16.54%) Finance
3 19 (14.29%) Retail
4 11 (8.27%) Law
5 9 (6.77%) Electronics
6 8 (6.02%) Manufacturing
6 8 (6.02%) Telecoms
7 6 (4.51%) Banking
8 5 (3.76%) Military
9 3 (2.26%) Games
Job Titles
1 33 (24.81%) Data Engineer
2 25 (18.80%) Architect
3 24 (18.05%) Big Data Engineer
4 22 (16.54%) Senior Data Engineer
5 19 (14.29%) Data Architect
6 17 (12.78%) Senior Architect
6 17 (12.78%) Senior Data Architect
7 16 (12.03%) Software Engineer
8 15 (11.28%) Java Engineer
9 14 (10.53%) Developer
10 10 (7.52%) Java Developer
10 10 (7.52%) Java Software Engineer
11 7 (5.26%) Data Scientist
11 7 (5.26%) Junior
11 7 (5.26%) Junior Developer
11 7 (5.26%) Junior Java Developer
11 7 (5.26%) Principal Developer
11 7 (5.26%) Principal Java Developer
12 6 (4.51%) Graduate Consultant
12 6 (4.51%) Graduate Software Consultant
Libraries, Frameworks & Software Standards
1 69 (51.88%) Web Services
2 63 (47.37%) Kafka
3 37 (27.82%) Spark Streaming
4 26 (19.55%) Spring
5 24 (18.05%) AngularJS
6 23 (17.29%) JAX-RS
7 15 (11.28%) LAMP
7 15 (11.28%) REST
8 14 (10.53%) Java EE
9 13 (9.77%) Hibernate
9 13 (9.77%) Node.js
10 11 (8.27%) SOAP
11 10 (7.52%) Sass
12 8 (6.02%) J2EE
13 7 (5.26%) .NET
13 7 (5.26%) Apache Camel
13 7 (5.26%) RabbitMQ
13 7 (5.26%) RESTful
14 6 (4.51%) Ember.js
14 6 (4.51%) React
Miscellaneous
1 24 (18.05%) Internet of Things
2 21 (15.79%) Cloud Native
3 17 (12.78%) Analytical Skills
4 6 (4.51%) Algorithms
5 5 (3.76%) Industrial Internet of Things
6 1 (0.75%) Blog
6 1 (0.75%) Enterprise Software
6 1 (0.75%) Greenfield Project
6 1 (0.75%) Marketing Technology
6 1 (0.75%) Mobile App
Operating Systems
1 22 (16.54%) Linux
2 6 (4.51%) Android
2 6 (4.51%) Apple iOS
3 5 (3.76%) Mac OS X
3 5 (3.76%) Windows
Processes & Methodologies
1 83 (62.41%) DevOps
2 79 (59.40%) Agile Software Development
3 70 (52.63%) Open Source
4 54 (40.60%) TDD
5 49 (36.84%) Data Modelling
6 48 (36.09%) Data Engineering
7 45 (33.83%) Mathematics
8 44 (33.08%) Computer Science
9 41 (30.83%) Change Management
10 36 (27.07%) Configuration Management
10 36 (27.07%) Data Ingestion
11 31 (23.31%) Scrum
12 29 (21.80%) Software Engineering
13 28 (21.05%) Data Science
14 27 (20.30%) Test Automation
15 24 (18.05%) Analytics
15 24 (18.05%) Data Analysis
15 24 (18.05%) Digital Marketing
16 23 (17.29%) Mentoring
16 23 (17.29%) Microservices
Programming Languages
1 110 (82.71%) Java
2 83 (62.41%) Python
3 61 (45.86%) Scala
4 24 (18.05%) C++
4 24 (18.05%) JavaScript
5 20 (15.04%) SQL
6 15 (11.28%) C
7 11 (8.27%) C#
7 11 (8.27%) Ruby
8 10 (7.52%) Perl
9 8 (6.02%) Bash Shell
9 8 (6.02%) R
10 6 (4.51%) Objective-C
10 6 (4.51%) PHP
10 6 (4.51%) PowerShell
11 5 (3.76%) Go
12 3 (2.26%) Shell Script
13 2 (1.50%) MATLAB
14 1 (0.75%) Apple Swift
14 1 (0.75%) Rust
Qualifications
1 58 (43.61%) Degree
2 38 (28.57%) Computer Science Degree
3 37 (27.82%) Numerate Degree
4 9 (6.77%) Security Cleared
5 8 (6.02%) DV Cleared
6 5 (3.76%) CCNA
6 5 (3.76%) Cisco Certification
6 5 (3.76%) CISSP
6 5 (3.76%) CompTIA Security+
6 5 (3.76%) GIAC
6 5 (3.76%) ITIL Certification
6 5 (3.76%) Linux+ Certification
6 5 (3.76%) MCSE
6 5 (3.76%) Microsoft Certification
6 5 (3.76%) Network+ Certification
6 5 (3.76%) SANS
6 5 (3.76%) SSCP
7 3 (2.26%) PhD
8 2 (1.50%) Master's Degree
Quality Assurance & Compliance
1 11 (8.27%) QA
2 3 (2.26%) GDPR
System Software
1 18 (13.53%) Docker
2 5 (3.76%) vSphere
3 2 (1.50%) HDFS
Systems Management
1 31 (23.31%) Puppet
2 12 (9.02%) Ansible
2 12 (9.02%) Kibana
3 11 (8.27%) Kubernetes
4 8 (6.02%) Grafana
5 5 (3.76%) Salt
6 3 (2.26%) Opscode Chef
7 1 (0.75%) Istio
7 1 (0.75%) Oozie
Vendors
1 41 (30.83%) CA Agile Central
2 17 (12.78%) Google
3 14 (10.53%) Oracle
4 12 (9.02%) Microsoft
5 8 (6.02%) SAP
6 7 (5.26%) Tableau
7 5 (3.76%) Cloudera
7 5 (3.76%) Siemens
8 4 (3.01%) Hortonworks
8 4 (3.01%) MapR
8 4 (3.01%) Teradata
9 3 (2.26%) Splunk
10 2 (1.50%) IBM
10 2 (1.50%) Talend
10 2 (1.50%) TIBCO
11 1 (0.75%) Informatica