Period
to 25 September 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 25 September 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
North West > Cheshire
6 months to
25 Sep 2018
Same period 2017 Same period 2016
Rank 127 147 136
Rank change year-on-year +20 -11 +33
Permanent jobs citing Hadoop 36 28 3
As % of all permanent IT jobs advertised in Cheshire 1.30% 0.99% 0.14%
As % of the Database & Business Intelligence category 4.28% 3.11% 0.45%
Number of salaries quoted 32 20 3
Cheshire median annual salary £65,000 £56,500 £50,000
Median salary % change year-on-year +15.04% +13.00% -
10th Percentile £38,225 £42,125 £41,000
90th Percentile £76,125 £80,000 £59,000
North West median annual salary £55,000 £55,000 £50,000
% change year-on-year - +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 842 901 660
As % of all permanent IT jobs advertised in Cheshire 30.51% 31.81% 31.40%
Number of salaries quoted 686 747 597
Cheshire median annual salary £45,000 £40,000 £37,500
Median salary % change year-on-year +12.50% +6.67% -6.25%
10th Percentile £28,750 £27,500 £25,000
90th Percentile £65,000 £58,750 £55,000
North West median annual salary £44,000 £40,500 £40,000
% change year-on-year +8.64% +1.25% -

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 25 September 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 25 September 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 +4 14 £67,500 +19.47%
Chester +1 12 £65,000 +44.44%
Hadoop
North West

For the 6 months to 25 September 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 27 (75.00%) Java
1 27 (75.00%) Big Data
2 25 (69.44%) Agile Software Development
3 17 (47.22%) TDD
3 17 (47.22%) Banking
3 17 (47.22%) Cloudera
4 16 (44.44%) Amazon AWS
5 15 (41.67%) Kafka
6 14 (38.89%) Apache Spark
7 13 (36.11%) JavaScript
7 13 (36.11%) Linux
8 12 (33.33%) Continuous Integration
8 12 (33.33%) DevOps
9 11 (30.56%) AngularJS
9 11 (30.56%) BDD
9 11 (30.56%) Microsoft Azure
9 11 (30.56%) TOGAF
9 11 (30.56%) Python
9 11 (30.56%) CSS
9 11 (30.56%) HTML
9 11 (30.56%) SQL
9 11 (30.56%) SOA
10 10 (27.78%) Web Services
10 10 (27.78%) Computer Science
10 10 (27.78%) Degree
11 9 (25.00%) Enterprise Architecture
11 9 (25.00%) Mathematics
11 9 (25.00%) Stakeholder Management
12 8 (22.22%) Finance
12 8 (22.22%) Scrum

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 14 (38.89%) Apache Spark
2 8 (22.22%) Apache Pig
3 4 (11.11%) Elasticsearch
3 4 (11.11%) SAS
3 4 (11.11%) Tomcat
4 2 (5.56%) Apache
5 1 (2.78%) CICS
5 1 (2.78%) WebSphere
Applications
1 5 (13.89%) MS Visio
Business Applications
1 1 (2.78%) Exstream
Cloud Services
1 16 (44.44%) Amazon AWS
2 11 (30.56%) Microsoft Azure
3 3 (8.33%) Amazon EMR
3 3 (8.33%) Amazon S3
3 3 (8.33%) Cloud Computing
4 2 (5.56%) Amazon EC2
5 1 (2.78%) Amazon Kinesis
5 1 (2.78%) AWS Lambda
5 1 (2.78%) Google Cloud Platform
5 1 (2.78%) Serverless
Communications & Networking
1 1 (2.78%) Internet
1 1 (2.78%) SMS
Database & Business Intelligence
1 27 (75.00%) Big Data
2 8 (22.22%) NoSQL
3 5 (13.89%) Apache Hive
3 5 (13.89%) HBase
3 5 (13.89%) MongoDB
4 4 (11.11%) SQL Server
4 4 (11.11%) SQL Server Integration Services
5 3 (8.33%) Amazon Redshift
5 3 (8.33%) Apache Cassandra
5 3 (8.33%) DB2
5 3 (8.33%) MariaDB
6 2 (5.56%) Amazon Athena
6 2 (5.56%) Data Warehouse
6 2 (5.56%) Flink
7 1 (2.78%) Impala
7 1 (2.78%) PostgreSQL
7 1 (2.78%) RDBMS
7 1 (2.78%) Relational Database
Development Applications
1 8 (22.22%) JIRA
2 6 (16.67%) Selenium
3 5 (13.89%) Jenkins
4 4 (11.11%) Ant
4 4 (11.11%) CA Release Automation
4 4 (11.11%) Git (software)
4 4 (11.11%) Gradle
4 4 (11.11%) IntelliJ
4 4 (11.11%) JUnit
4 4 (11.11%) Maven
4 4 (11.11%) Visual Studio
5 1 (2.78%) Cucumber
5 1 (2.78%) JIRA Agile
5 1 (2.78%) LoadRunner
5 1 (2.78%) SOAtest
General
1 17 (47.22%) Banking
2 8 (22.22%) Finance
3 7 (19.44%) Investment Banking
4 3 (8.33%) Advertising
4 3 (8.33%) Law
5 2 (5.56%) Retail
6 1 (2.78%) Automotive
6 1 (2.78%) Billing
6 1 (2.78%) Legal
6 1 (2.78%) Retail Banking
Job Titles
1 16 (44.44%) Architect
2 11 (30.56%) Solutions Architect
3 7 (19.44%) Data Engineer
4 6 (16.67%) Big Data Engineer
4 6 (16.67%) Developer
4 6 (16.67%) Technical Architect
5 4 (11.11%) Elasticsearch Engineer
5 4 (11.11%) Integration Engineer
5 4 (11.11%) Java Engineer
5 4 (11.11%) JavaScript Engineer
5 4 (11.11%) Python Engineer
6 3 (8.33%) Cloud Architect
6 3 (8.33%) Cloud Solutions Architect
6 3 (8.33%) Hadoop Developer
6 3 (8.33%) Linux Developer
7 2 (5.56%) Big Data Architect
7 2 (5.56%) Integration Developer
7 2 (5.56%) JavaScript Developer
7 2 (5.56%) Presales Solution Architect
7 2 (5.56%) Python Developer
Libraries, Frameworks & Software Standards
1 15 (41.67%) Kafka
2 11 (30.56%) AngularJS
2 11 (30.56%) CSS
2 11 (30.56%) HTML
3 10 (27.78%) Web Services
4 8 (22.22%) Java EE
5 6 (16.67%) REST
6 5 (13.89%) JSON
7 4 (11.11%) Flask
7 4 (11.11%) HTML5
7 4 (11.11%) J2EE
7 4 (11.11%) LDAP
7 4 (11.11%) NumPy
7 4 (11.11%) Pandas
7 4 (11.11%) RESTful
7 4 (11.11%) SAML
7 4 (11.11%) scikit-learn
7 4 (11.11%) SciPy
7 4 (11.11%) Spring
8 3 (8.33%) React
Miscellaneous
1 10 (27.78%) Computer Science
2 8 (22.22%) N-Tier
3 4 (11.11%) Analytical Skills
3 4 (11.11%) Cyber Defence
3 4 (11.11%) Enterprise Software
3 4 (11.11%) Management Information System
3 4 (11.11%) Self-Motivation
4 2 (5.56%) IVR
4 2 (5.56%) Mainframe
4 2 (5.56%) Video\Live Streaming
4 2 (5.56%) VSAM
5 1 (2.78%) Infotainment
5 1 (2.78%) Internet of Things
Operating Systems
1 13 (36.11%) Linux
2 8 (22.22%) Windows
3 3 (8.33%) Red Hat Enterprise Linux
3 3 (8.33%) Unix
4 1 (2.78%) AIX
Processes & Methodologies
1 25 (69.44%) Agile Software Development
2 17 (47.22%) TDD
3 12 (33.33%) Continuous Integration
3 12 (33.33%) DevOps
4 11 (30.56%) BDD
4 11 (30.56%) SOA
4 11 (30.56%) TOGAF
5 9 (25.00%) Enterprise Architecture
5 9 (25.00%) Mathematics
5 9 (25.00%) Stakeholder Management
6 8 (22.22%) Data Engineering
6 8 (22.22%) Microservices
6 8 (22.22%) Scrum
6 8 (22.22%) Software Engineering
7 7 (19.44%) ETL
7 7 (19.44%) Wealth Management
8 6 (16.67%) Data Modelling
9 5 (13.89%) Mentoring
10 4 (11.11%) Cybersecurity
10 4 (11.11%) SDLC
Programming Languages
1 27 (75.00%) Java
2 13 (36.11%) JavaScript
3 11 (30.56%) Python
3 11 (30.56%) SQL
4 6 (16.67%) Scala
5 4 (11.11%) C++
5 4 (11.11%) Java 8
6 3 (8.33%) Perl
7 2 (5.56%) C
7 2 (5.56%) COBOL
7 2 (5.56%) JCL
7 2 (5.56%) REXX
8 1 (2.78%) PL/SQL
8 1 (2.78%) Shell Script
Qualifications
1 10 (27.78%) Degree
2 8 (22.22%) Computer Science Degree
3 4 (11.11%) Numerate Degree
4 2 (5.56%) TOGAF Certification
Quality Assurance & Compliance
1 2 (5.56%) QA
System Software
1 4 (11.11%) Active Directory
2 1 (2.78%) HDFS
Systems Management
1 4 (11.11%) Opscode Chef
1 4 (11.11%) Single Sign-On
2 1 (2.78%) CA Endevor
2 1 (2.78%) HP Quality Center
Vendors
1 17 (47.22%) Cloudera
2 7 (19.44%) Microsoft
3 6 (16.67%) Talend
4 5 (13.89%) Oracle
5 4 (11.11%) Splunk
5 4 (11.11%) Teradata
6 3 (8.33%) Ab Initio
6 3 (8.33%) CA Agile Central
6 3 (8.33%) Red Hat
7 2 (5.56%) Google
7 2 (5.56%) Informatica
8 1 (2.78%) Atlassian
8 1 (2.78%) HP
8 1 (2.78%) Syncsort
8 1 (2.78%) Twitter