Period
to 20 June 2018

The following table provides summary statistics for permanent job vacancies advertised in Cheshire 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 20 June 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
North West > Cheshire
6 months to
20 Jun 2018
Same period 2017 Same period 2016
Rank 131 127 136
Rank change year-on-year -4 +9 +22
Permanent jobs citing Hadoop 44 30 7
As % of all permanent IT jobs advertised in Cheshire 1.41% 1.21% 0.31%
As % of the Database & Business Intelligence category 4.28% 3.59% 1.01%
Number of salaries quoted 35 21 6
Cheshire median annual salary £60,000 £55,000 £42,500
Median salary % change year-on-year +9.09% +29.41% -26.09%
10th Percentile £31,500 £42,500 £34,375
90th Percentile £80,000 £80,000 £61,250
North West median annual salary £55,000 £60,000 £45,000
% change year-on-year -8.33% +33.33% -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 Cheshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Cheshire
Permanent vacancies with a requirement for database or business intelligence skills 1,029 836 695
As % of all permanent IT jobs advertised in Cheshire 32.97% 33.74% 30.28%
Number of salaries quoted 832 703 616
Cheshire median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £27,500 £27,500 £24,000
90th Percentile £62,500 £58,650 £53,750
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - -

Hadoop
Job Vacancy Trend in Cheshire

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

Job vacancy trend for Hadoop in Cheshire

Hadoop
Salary Trend in Cheshire

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

Salary trend for Hadoop in Cheshire

Hadoop
Salary Histogram in Cheshire

The salary distribution of IT jobs citing Hadoop in Cheshire over the 6 months to 20 June 2018.

Salary histogram for Hadoop in Cheshire

Hadoop
Job Locations in Cheshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the Cheshire region over the 6 months to 20 June 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
Knutsford -11 18 £67,500 +19.47% 1
Chester -4 12 £65,000 +23.81% 3
Warrington - 2 £22,500 - 1
Ellesmere Port - 1 £82,500 -
Macclesfield - 1 £55,000 -
Hadoop
North West

For the 6 months to 20 June 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 Cheshire region with a requirement for Hadoop.

1 31 (70.45%) Java
2 30 (68.18%) Big Data
3 24 (54.55%) Agile Software Development
4 22 (50.00%) SQL
4 22 (50.00%) Apache Spark
5 21 (47.73%) Python
6 20 (45.45%) Banking
7 16 (36.36%) Cloudera
7 16 (36.36%) Amazon AWS
8 15 (34.09%) Scala
8 15 (34.09%) Kafka
9 14 (31.82%) JavaScript
10 13 (29.55%) TDD
10 13 (29.55%) Investment Banking
10 13 (29.55%) NoSQL
10 13 (29.55%) Wealth Management
11 11 (25.00%) AngularJS
11 11 (25.00%) Analytical Skills
11 11 (25.00%) Finance
11 11 (25.00%) HTML
11 11 (25.00%) CSS
12 10 (22.73%) Degree
12 10 (22.73%) Data Engineering
12 10 (22.73%) Problem-Solving
12 10 (22.73%) MongoDB
13 9 (20.45%) Microsoft Azure
13 9 (20.45%) Data Science
13 9 (20.45%) DevOps
13 9 (20.45%) Mathematics
13 9 (20.45%) Computer Science

Hadoop
Co-occurring IT Skills in Cheshire 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 22 (50.00%) Apache Spark
2 8 (18.18%) Elasticsearch
3 6 (13.64%) Apache Pig
3 6 (13.64%) SAS
4 5 (11.36%) Tomcat
5 2 (4.55%) Jupyter
6 1 (2.27%) Apache
6 1 (2.27%) WebSphere
Applications
1 5 (11.36%) MS Visio
Cloud Services
1 16 (36.36%) Amazon AWS
2 9 (20.45%) Microsoft Azure
3 3 (6.82%) Amazon S3
4 1 (2.27%) Cloud Computing
4 1 (2.27%) Google Cloud Platform
Communications & Networking
1 1 (2.27%) Internet
Database & Business Intelligence
1 30 (68.18%) Big Data
2 13 (29.55%) NoSQL
3 10 (22.73%) MongoDB
4 7 (15.91%) HBase
5 6 (13.64%) SQL Server
6 5 (11.36%) Apache Cassandra
6 5 (11.36%) SQL Server Integration Services
7 4 (9.09%) MariaDB
8 3 (6.82%) Apache Hive
9 2 (4.55%) Apache Zeppelin
9 2 (4.55%) Data Mining
9 2 (4.55%) Data Warehouse
9 2 (4.55%) Text Mining
10 1 (2.27%) DB2
10 1 (2.27%) Flink
10 1 (2.27%) OLTP
10 1 (2.27%) PostgreSQL
10 1 (2.27%) RDBMS
10 1 (2.27%) Relational Database
Development Applications
1 7 (15.91%) JIRA
1 7 (15.91%) Selenium
2 6 (13.64%) Jenkins
3 5 (11.36%) Ant
3 5 (11.36%) CA Release Automation
3 5 (11.36%) Gradle
3 5 (11.36%) IntelliJ
3 5 (11.36%) JUnit
3 5 (11.36%) Maven
3 5 (11.36%) Visual Studio
4 3 (6.82%) Git (software)
5 1 (2.27%) Cucumber
5 1 (2.27%) JIRA Agile
5 1 (2.27%) LoadRunner
5 1 (2.27%) SOAtest
General
1 20 (45.45%) Banking
2 13 (29.55%) Investment Banking
3 11 (25.00%) Finance
4 8 (18.18%) Law
5 4 (9.09%) Advertising
6 1 (2.27%) Automotive
6 1 (2.27%) Billing
6 1 (2.27%) Corporate Banking
6 1 (2.27%) General Ledger
6 1 (2.27%) Legal
6 1 (2.27%) Retail
6 1 (2.27%) Retail Banking
Job Titles
1 11 (25.00%) Architect
2 9 (20.45%) Developer
3 8 (18.18%) Solutions Architect
4 7 (15.91%) Data Engineer
4 7 (15.91%) Data Scientist
5 5 (11.36%) Big Data Engineer
5 5 (11.36%) Elasticsearch Engineer
5 5 (11.36%) Integration Engineer
5 5 (11.36%) Java Engineer
5 5 (11.36%) JavaScript Engineer
5 5 (11.36%) Python Engineer
5 5 (11.36%) Senior Data Scientist
6 4 (9.09%) Java Developer
6 4 (9.09%) Technical Architect
7 3 (6.82%) Data Architect
7 3 (6.82%) DBA
7 3 (6.82%) Hadoop Developer
7 3 (6.82%) Linux Developer
7 3 (6.82%) Software Integration Engineer
8 2 (4.55%) Cloud Solutions Architect
Libraries, Frameworks & Software Standards
1 15 (34.09%) Kafka
2 11 (25.00%) AngularJS
2 11 (25.00%) CSS
2 11 (25.00%) HTML
3 7 (15.91%) Spring
4 6 (13.64%) Web Services
5 5 (11.36%) Flask
5 5 (11.36%) Java EE
5 5 (11.36%) LDAP
5 5 (11.36%) NumPy
5 5 (11.36%) Pandas
5 5 (11.36%) REST
5 5 (11.36%) SAML
5 5 (11.36%) scikit-learn
5 5 (11.36%) SciPy
6 4 (9.09%) JSON
7 3 (6.82%) HTML5
7 3 (6.82%) J2EE
7 3 (6.82%) Node.js
7 3 (6.82%) RESTful
Miscellaneous
1 11 (25.00%) Analytical Skills
2 9 (20.45%) Computer Science
3 5 (11.36%) Cyber Defence
3 5 (11.36%) Enterprise Software
3 5 (11.36%) Management Information System
3 5 (11.36%) N-Tier
3 5 (11.36%) Self-Motivation
4 3 (6.82%) Mainframe
5 2 (4.55%) Analytical Mindset
5 2 (4.55%) Video\Live Streaming
5 2 (4.55%) VSAM
6 1 (2.27%) Algorithms
6 1 (2.27%) Enterprise Cloud
6 1 (2.27%) Internet of Things
6 1 (2.27%) IVR
6 1 (2.27%) Mobile Payment
Operating Systems
1 9 (20.45%) Linux
2 6 (13.64%) Windows
3 4 (9.09%) Unix
4 3 (6.82%) Red Hat Enterprise Linux
5 1 (2.27%) AIX
Processes & Methodologies
1 24 (54.55%) Agile Software Development
2 13 (29.55%) TDD
2 13 (29.55%) Wealth Management
3 10 (22.73%) Data Engineering
3 10 (22.73%) Problem-Solving
4 9 (20.45%) Data Science
4 9 (20.45%) DevOps
4 9 (20.45%) Mathematics
5 8 (18.18%) Continuous Integration
5 8 (18.18%) ETL
5 8 (18.18%) Risk Management
6 7 (15.91%) Analytics
6 7 (15.91%) BDD
6 7 (15.91%) Business Intelligence
6 7 (15.91%) Data Modelling
6 7 (15.91%) Scrum
6 7 (15.91%) SOA
6 7 (15.91%) TOGAF
7 6 (13.64%) Data Visualisation
7 6 (13.64%) Machine Learning
Programming Languages
1 31 (70.45%) Java
2 22 (50.00%) SQL
3 21 (47.73%) Python
4 15 (34.09%) Scala
5 14 (31.82%) JavaScript
6 7 (15.91%) R
7 5 (11.36%) Java 8
8 3 (6.82%) Perl
9 2 (4.55%) C
9 2 (4.55%) C++
9 2 (4.55%) REXX
10 1 (2.27%) C#
10 1 (2.27%) COBOL
10 1 (2.27%) JCL
10 1 (2.27%) MATLAB
10 1 (2.27%) PL/SQL
10 1 (2.27%) PowerShell
10 1 (2.27%) Shell Script
Qualifications
1 10 (22.73%) Degree
2 7 (15.91%) Computer Science Degree
3 2 (4.55%) Numerate Degree
4 1 (2.27%) ISTQB
4 1 (2.27%) PMI Certification
4 1 (2.27%) PMP
4 1 (2.27%) TOGAF Certification
Quality Assurance & Compliance
1 1 (2.27%) QA
System Software
1 5 (11.36%) Active Directory
Systems Management
1 5 (11.36%) Opscode Chef
1 5 (11.36%) Single Sign-On
2 2 (4.55%) Oozie
3 1 (2.27%) CA Endevor
3 1 (2.27%) HP Quality Center
3 1 (2.27%) Puppet
Vendors
1 16 (36.36%) Cloudera
2 8 (18.18%) Microsoft
3 5 (11.36%) Oracle
3 5 (11.36%) Splunk
3 5 (11.36%) Teradata
4 4 (9.09%) Talend
5 3 (6.82%) Ab Initio
5 3 (6.82%) Google
5 3 (6.82%) Red Hat
6 2 (4.55%) HP
6 2 (4.55%) Informatica
7 1 (2.27%) Atlassian
7 1 (2.27%) CA Agile Central
7 1 (2.27%) RainStor
7 1 (2.27%) Syncsort
7 1 (2.27%) Twitter