Period
to 27 July 2017

The following table provides summary statistics for permanent job vacancies advertised in the North West 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 27 July 2017 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > North West
6 months to
27 Jul 2017
Same period 2016 Same period 2015
Rank 151 278 287
Rank change year-on-year +127 +9 +29
Permanent jobs citing Hadoop 269 63 83
As % of all permanent IT jobs advertised in the North West 2.05% 0.55% 0.64%
As % of the Database & Business Intelligence category 5.93% 1.72% 1.81%
Number of salaries quoted 209 44 62
North West median annual salary £60,000 £45,000 £50,000
Median salary % change year-on-year +33.33% -10.00% -11.50%
10th Percentile £32,250 £30,977 £35,000
90th Percentile £77,500 £67,500 £80,625
England median annual salary £62,500 £62,500 £62,500

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 the North West with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
North West
Permanent job vacancies with a requirement for database and business intelligence skills 4538 3669 4593
As % of all permanent IT job vacancies advertised in the North West 34.54% 31.76% 35.15%
Number of salaries quoted 3863 3159 3883
North West median annual salary £40,000 £40,000 £40,000
10th Percentile £27,500 £26,250 £25,750
90th Percentile £61,250 £57,500 £53,000
England median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% -

Hadoop
Job Vacancy Trend in the North West

Job postings citing Hadoop as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for Hadoop in the North West

Hadoop
Salary Trend in the North West

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

Salary trend for Hadoop in the North West

Hadoop
Salary Histogram in the North West

The salary distribution of IT jobs citing Hadoop in the North West over the 6 months to 27 July 2017.

Salary histogram for Hadoop in the North West

Hadoop
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the North West region over the 6 months to 27 July 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
Manchester +93 212 £60,000 +26.32% 10
Cheshire +7 32 £55,000 +29.41% 2
Lancashire +13 18 £60,000 +150.00% 2
Merseyside -8 1 £65,000 +53.85% 1
Hadoop
England

For the 6 months to 27 July 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 North West region with a requirement for Hadoop.

1 205 (76.21%) Big Data
2 167 (62.08%) Java
3 145 (53.90%) SQL
4 143 (53.16%) Python
5 133 (49.44%) Agile Software Development
6 123 (45.72%) Apache Spark
7 106 (39.41%) Amazon AWS
8 97 (36.06%) Analytics
9 90 (33.46%) Open Source
10 83 (30.86%) DevOps
11 79 (29.37%) Machine Learning
12 75 (27.88%) Finance
13 72 (26.77%) C++
14 71 (26.39%) SQL Server
14 71 (26.39%) Spring
15 68 (25.28%) Business Intelligence
16 67 (24.91%) JavaScript
17 64 (23.79%) Apache Hive
18 62 (23.05%) Relational Database
18 62 (23.05%) Software Engineering
19 60 (22.30%) Continuous Integration
20 57 (21.19%) Opscode Chef
20 57 (21.19%) Ansible
20 57 (21.19%) Puppet
21 55 (20.45%) TDD
21 55 (20.45%) Unix
22 54 (20.07%) Google
22 54 (20.07%) Marketing
22 54 (20.07%) Google Cloud Platform
23 53 (19.70%) BDD

Hadoop
Co-occurring IT Skills in the North West 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
1 123 (45.72%) Apache Spark
2 33 (12.27%) Apache Pig
3 32 (11.90%) Apache
4 25 (9.29%) Elasticsearch
4 25 (9.29%) SAS
5 24 (8.92%) Tomcat
6 7 (2.60%) Apache Solr
7 4 (1.49%) JBoss
7 4 (1.49%) Jetty
7 4 (1.49%) WebLogic
8 3 (1.12%) Apache Airflow
9 2 (0.74%) OpenStack
9 2 (0.74%) SharePoint
9 2 (0.74%) Tornado
9 2 (0.74%) WebSphere
10 1 (0.37%) Drupal
Applications
1 5 (1.86%) S-PLUS
1 5 (1.86%) SPSS
1 5 (1.86%) Stata
2 2 (0.74%) Microsoft Excel
3 1 (0.37%) Weka
Cloud Services
1 106 (39.41%) Amazon AWS
2 54 (20.07%) Google Cloud Platform
3 50 (18.59%) Microsoft Azure
4 20 (7.43%) Amazon EMR
5 8 (2.97%) SaaS
6 7 (2.60%) PaaS
7 1 (0.37%) Amazon S3
7 1 (0.37%) AWS Lambda
7 1 (0.37%) Cloud Computing
Communications & Networking
1 14 (5.20%) Intranet
2 6 (2.23%) HTTP
3 2 (0.74%) AMQP
4 1 (0.37%) Firewall
4 1 (0.37%) TCP/IP
Database & Business Intelligence
1 205 (76.21%) Big Data
2 71 (26.39%) SQL Server
3 64 (23.79%) Apache Hive
4 62 (23.05%) Relational Database
5 40 (14.87%) Apache Cassandra
6 32 (11.90%) MongoDB
7 30 (11.15%) NoSQL
8 28 (10.41%) MySQL
9 23 (8.55%) Data Mining
10 20 (7.43%) Amazon Redshift
11 19 (7.06%) HBase
11 19 (7.06%) PostgreSQL
12 18 (6.69%) Data Warehouse
13 17 (6.32%) Impala
14 16 (5.95%) RDBMS
15 15 (5.58%) SQL Server Integration Services
16 14 (5.20%) SQL Server Reporting Services
17 10 (3.72%) SQL Server Analysis Services
18 9 (3.35%) SQL Server 2008
19 8 (2.97%) MS Access
Development Applications
1 22 (8.18%) Jenkins
2 21 (7.81%) Git (software)
3 18 (6.69%) Atlassian Bamboo
4 11 (4.09%) JUnit
5 7 (2.60%) EasyMock
6 6 (2.23%) Talend Open Studio
7 5 (1.86%) JIRA
8 4 (1.49%) Maven
9 3 (1.12%) GitLab
9 3 (1.12%) TeamCity
10 2 (0.74%) Cucumber
10 2 (0.74%) FitNesse
10 2 (0.74%) Gatling
10 2 (0.74%) JBehave
10 2 (0.74%) JMeter
10 2 (0.74%) LoadRunner
10 2 (0.74%) Selenium
10 2 (0.74%) Vagrant
General
1 75 (27.88%) Finance
2 54 (20.07%) Marketing
3 53 (19.70%) Telecoms
4 51 (18.96%) Electronics
4 51 (18.96%) Manufacturing
5 8 (2.97%) Banking
6 7 (2.60%) Aerospace
6 7 (2.60%) Legal
6 7 (2.60%) Military
7 4 (1.49%) Financial Institution
7 4 (1.49%) Investment Banking
8 3 (1.12%) Games
9 2 (0.74%) Retail
10 1 (0.37%) Automotive
10 1 (0.37%) Corporate Banking
10 1 (0.37%) Law
Job Titles
1 93 (34.57%) Developer
2 78 (29.00%) Java Developer
3 43 (15.99%) Architect
3 43 (15.99%) Software Engineer
4 36 (13.38%) Data Engineer
5 33 (12.27%) Data Scientist
6 32 (11.90%) Cloud Architect
7 25 (9.29%) DevOps Architect
7 25 (9.29%) Java Software Developer
7 25 (9.29%) Lead DevOps
7 25 (9.29%) Software Developer
8 22 (8.18%) Apache Spark Developer
9 20 (7.43%) DevOps Engineer
10 19 (7.06%) Java Engineer
11 18 (6.69%) Senior Developer
12 17 (6.32%) Java Software Engineer
13 16 (5.95%) Cloud Engineer
13 16 (5.95%) Hadoop Engineer
14 14 (5.20%) C# Developer
14 14 (5.20%) Cloud Software Engineer
Libraries, Frameworks & Software Standards
1 71 (26.39%) Spring
2 52 (19.33%) Web Services
3 48 (17.84%) .NET
3 48 (17.84%) RabbitMQ
4 44 (16.36%) Hibernate
5 42 (15.61%) HTML
6 37 (13.75%) CSS
6 37 (13.75%) Node.js
7 33 (12.27%) Apache Camel
7 33 (12.27%) jQuery
8 30 (11.15%) React
9 25 (9.29%) MSMQ
10 23 (8.55%) Java EE
10 23 (8.55%) REST
11 19 (7.06%) Kafka
12 17 (6.32%) AngularJS
13 15 (5.58%) HTML5
14 9 (3.35%) CSS3
14 9 (3.35%) Middleware
15 8 (2.97%) Spring MVC
Miscellaneous
1 43 (15.99%) Public Cloud
2 23 (8.55%) Data Structures
3 22 (8.18%) Mobile App
4 21 (7.81%) iPad
5 19 (7.06%) Analytical Skills
6 15 (5.58%) Algorithms
7 12 (4.46%) Computer Science
8 9 (3.35%) PKI
9 7 (2.60%) Cyberthreat
9 7 (2.60%) Greenfield Project
10 4 (1.49%) Linux Command Line
11 3 (1.12%) Management Information System
12 2 (0.74%) Enterprise Software
13 1 (0.37%) Cybercrime
13 1 (0.37%) Fintech
13 1 (0.37%) Social Media
13 1 (0.37%) User Experience
Operating Systems
1 55 (20.45%) Unix
2 50 (18.59%) Windows
3 29 (10.78%) Linux
4 3 (1.12%) Android
4 3 (1.12%) Apple iOS
Processes & Methodologies
1 133 (49.44%) Agile Software Development
2 97 (36.06%) Analytics
3 90 (33.46%) Open Source
4 83 (30.86%) DevOps
5 79 (29.37%) Machine Learning
6 68 (25.28%) Business Intelligence
7 62 (23.05%) Software Engineering
8 60 (22.30%) Continuous Integration
9 55 (20.45%) TDD
10 53 (19.70%) BDD
11 51 (18.96%) Digital Marketing
11 51 (18.96%) Programme Management
12 50 (18.59%) Data Analytics
13 49 (18.22%) Scrum
14 48 (17.84%) Continuous Delivery
15 42 (15.61%) E-Commerce
16 41 (15.24%) Test Automation
17 37 (13.75%) MVC
18 35 (13.01%) MapReduce
19 34 (12.64%) Web Development
Programming Languages
1 167 (62.08%) Java
2 145 (53.90%) SQL
3 143 (53.16%) Python
4 72 (26.77%) C++
5 67 (24.91%) JavaScript
6 53 (19.70%) Shell Script
7 41 (15.24%) Go
8 38 (14.13%) C#
9 33 (12.27%) R
10 28 (10.41%) Scala
11 24 (8.92%) C
12 21 (7.81%) Perl
13 20 (7.43%) Clojure
13 20 (7.43%) Haskell
13 20 (7.43%) MATLAB
14 18 (6.69%) Groovy
15 14 (5.20%) Ruby
15 14 (5.20%) T-SQL
16 8 (2.97%) Bash Shell
17 2 (0.74%) PowerShell
Qualifications
1 45 (16.73%) Degree
2 15 (5.58%) PhD
3 9 (3.35%) Numerate Degree
3 9 (3.35%) Security Cleared
4 8 (2.97%) DV Cleared
5 2 (0.74%) Computer Science Degree
5 2 (0.74%) Microsoft Certification
6 1 (0.37%) CCNA
6 1 (0.37%) Cisco Certification
6 1 (0.37%) CISSP
6 1 (0.37%) DBS Check
6 1 (0.37%) GIAC
6 1 (0.37%) Master's Degree
6 1 (0.37%) MCP
6 1 (0.37%) MCSA
6 1 (0.37%) MCSE
6 1 (0.37%) Network+ Certification
6 1 (0.37%) SANS
6 1 (0.37%) SAS Certification
6 1 (0.37%) Sun Certification
Quality Assurance & Compliance
1 5 (1.86%) GCP
2 3 (1.12%) Data Quality
2 3 (1.12%) QA
3 1 (0.37%) Actionable Recommendations
System Software
1 23 (8.55%) Docker
2 21 (7.81%) HDFS
3 11 (4.09%) Hyper-V
3 11 (4.09%) VMware Infrastructure
4 3 (1.12%) Apache Flume
Systems Management
1 57 (21.19%) Ansible
1 57 (21.19%) Opscode Chef
1 57 (21.19%) Puppet
2 29 (10.78%) Kibana
3 26 (9.67%) Mesos
4 11 (4.09%) Kubernetes
5 4 (1.49%) Hadoop YARN
5 4 (1.49%) logstash
6 2 (0.74%) Salt
7 1 (0.37%) Ambari
Vendors
1 54 (20.07%) Google
2 53 (19.70%) SAP
3 23 (8.55%) Oracle
4 18 (6.69%) Cloudera
5 12 (4.46%) Microsoft
6 11 (4.09%) VMware
7 9 (3.35%) Teradata
8 8 (2.97%) Tableau
9 6 (2.23%) Splunk
9 6 (2.23%) Talend
10 5 (1.86%) Atlassian
11 2 (0.74%) Apple
11 2 (0.74%) Cognos
11 2 (0.74%) Hortonworks
11 2 (0.74%) Informatica
11 2 (0.74%) Rackspace
11 2 (0.74%) RainStor
11 2 (0.74%) Red Hat
11 2 (0.74%) RedGate
11 2 (0.74%) Xamarin
Lancashire
Verticality Ltd
Salary: £30k - £40k DOE + Benefits
Posted: Yesterday
Manchester, Lancashire
Candour Solutions
Salary: From £35,000 to £55,000 per annum To £55,000 + Bens
Posted: 3 hours ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £50000 - £60000 per annum + + Bonus + Benefits
Posted: Yesterday
Liverpool, Merseyside
Experis Ltd
Salary: £21950.00 - £27249.00 per annum + Benefits
Posted: 2 days ago
Cheshire
Churchill Frank
Salary: £55000 - £65000 per annum + Benefits
Posted: 2 days ago
Cheshire
Churchill Frank
Salary: £90000 - £110000 per annum + benefits
Posted: 3 days ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £45000 - £50000 per annum + + Bonus + Benefits
Posted: Yesterday
Manchester, Lancashire
Churchill Frank
Salary: £55000 - £60000 per annum
Posted: 6 days ago
Manchester, Lancashire
Big Wednesday Digital Ltd
Salary: £45000 - £75000 per annum + Negotiable
Posted: 6 days ago
Manchester
Cathcart Associates
Salary: £25000 - £50000 per annum + share scheme / flexible hours
Posted: 7 days ago
Manchester, Lancashire
Manchester Metropolitan University
Salary: From £25,023 to £28,982 per annum
Posted: 13 days ago
Manchester
Computer Futures
Salary: £70000 per annum + competitive
Posted: 15 days ago
Blackpool, Lancashire
Opus Recruitment Solutions Ltd
Salary: £24000 - £32000 per annum
Posted: 6 days ago
Manchester
Cathcart Associates
Salary: £25000 - £45000 per annum + share scheme / flexible hours
Posted: 24 days ago