Period
to 23 November 2017

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 23 November 2017 with a comparison to the same period in the previous 2 years.

Apache Hadoop
North West > Cheshire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 151 145 159
Rank change year-on-year -6 +14 +3
Permanent jobs citing Hadoop 26 3 22
As % of all permanent IT jobs advertised in Cheshire 0.85% 0.13% 0.68%
As % of the Database & Business Intelligence category 2.79% 0.40% 1.78%
Number of salaries quoted 18 3 22
Cheshire median annual salary £50,000 £57,500 £50,000
Median salary % change year-on-year -13.04% +15.00% -2.44%
10th Percentile £21,250 £50,750 £35,000
90th Percentile £65,375 £68,250 £77,500
North West median annual salary £54,000 £55,000 £50,000
% change year-on-year -1.82% +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 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 933 757 1238
As % of all permanent IT jobs advertised in Cheshire 30.37% 33.42% 38.33%
Number of salaries quoted 771 681 1098
Cheshire median annual salary £42,500 £36,500 £40,000
Median salary % change year-on-year +16.44% -8.75% +2.89%
10th Percentile £27,500 £25,000 £26,600
90th Percentile £60,000 £55,000 £53,750
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +5.26%

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 23 November 2017.

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 23 November 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
Knutsford - 9 £55,000 -
Warrington - 4 £22,500 - 1
Chester -6 3 £60,000 +4.35%
Hadoop
North West

For the 6 months to 23 November 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 Cheshire region with a requirement for Hadoop.

1 15 (57.69%) Big Data
2 14 (53.85%) SQL
3 13 (50.00%) Finance
4 12 (46.15%) Agile Software Development
4 12 (46.15%) MongoDB
5 11 (42.31%) Apache Spark
6 10 (38.46%) Amazon AWS
6 10 (38.46%) Teradata
7 9 (34.62%) Machine Learning
7 9 (34.62%) Analytics
8 8 (30.77%) Analytical Skills
8 8 (30.77%) Business Intelligence
9 7 (26.92%) Hibernate
9 7 (26.92%) Risk Management
9 7 (26.92%) Java
9 7 (26.92%) SQL Server
9 7 (26.92%) Python
9 7 (26.92%) NoSQL
10 6 (23.08%) Scala
10 6 (23.08%) Banking
10 6 (23.08%) QlikView
11 5 (19.23%) Unix
11 5 (19.23%) Data Modelling
11 5 (19.23%) SAS
11 5 (19.23%) MVC
11 5 (19.23%) Stakeholder Management
11 5 (19.23%) Kafka
12 4 (15.38%) MariaDB
12 4 (15.38%) AngularJS
12 4 (15.38%) Twitter Bootstrap

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 11 (42.31%) Apache Spark
2 5 (19.23%) SAS
3 2 (7.69%) Apache
3 2 (7.69%) Apache Pig
4 1 (3.85%) Anypoint
4 1 (3.85%) Jupyter
Cloud Services
1 10 (38.46%) Amazon AWS
2 3 (11.54%) Amazon CloudWatch
2 3 (11.54%) AWS CloudFormation
3 2 (7.69%) AWS Lambda
3 2 (7.69%) Microsoft Azure
3 2 (7.69%) Serverless
4 1 (3.85%) GitHub
Database & Business Intelligence
1 15 (57.69%) Big Data
2 12 (46.15%) MongoDB
3 7 (26.92%) NoSQL
3 7 (26.92%) SQL Server
4 6 (23.08%) QlikView
5 4 (15.38%) MariaDB
6 2 (7.69%) Apache Hive
6 2 (7.69%) Blockchain
6 2 (7.69%) Data Lake
6 2 (7.69%) Data Mining
6 2 (7.69%) Data Warehouse
6 2 (7.69%) Spotfire
7 1 (3.85%) Apache Cassandra
7 1 (3.85%) Apache Zeppelin
7 1 (3.85%) DB2
7 1 (3.85%) DTS
7 1 (3.85%) RDBMS
7 1 (3.85%) Snowflake Schema
7 1 (3.85%) SQL Server Integration Services
7 1 (3.85%) Text Mining
Development Applications
1 4 (15.38%) JIRA
2 3 (11.54%) Bitbucket
2 3 (11.54%) Jenkins
3 1 (3.85%) Ant
3 1 (3.85%) Apache Ivy
3 1 (3.85%) Gradle
3 1 (3.85%) JUnit
3 1 (3.85%) Maven
3 1 (3.85%) Selenium
3 1 (3.85%) SonarQube
General
1 13 (50.00%) Finance
2 6 (23.08%) Banking
3 4 (15.38%) Investment Banking
3 4 (15.38%) Law
4 3 (11.54%) Marketing
5 2 (7.69%) Advertising
5 2 (7.69%) Corporate Banking
5 2 (7.69%) Financial Institution
5 2 (7.69%) Retail Banking
6 1 (3.85%) Manufacturing
6 1 (3.85%) Retail
Job Titles
1 5 (19.23%) DBA
2 4 (15.38%) Analyst
2 4 (15.38%) Database Engineer
2 4 (15.38%) Developer
2 4 (15.38%) Graduate
2 4 (15.38%) Graduate Developer
2 4 (15.38%) Graduate Java Developer
2 4 (15.38%) Java Developer
3 3 (11.54%) Architect
3 3 (11.54%) Automation Engineer
3 3 (11.54%) Data Architect
3 3 (11.54%) Data Scientist
4 2 (7.69%) MongoDB DBA
4 2 (7.69%) Senior Data Scientist
5 1 (3.85%) Big Data Architect
5 1 (3.85%) Cloud Architect
5 1 (3.85%) Compliance Analyst
5 1 (3.85%) Hadoop Engineer
5 1 (3.85%) Splunk Engineer
5 1 (3.85%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 7 (26.92%) Hibernate
2 5 (19.23%) Kafka
3 4 (15.38%) .NET
3 4 (15.38%) AngularJS
3 4 (15.38%) ASP.NET
3 4 (15.38%) CSS
3 4 (15.38%) HTML
3 4 (15.38%) jQuery
3 4 (15.38%) Node.js
3 4 (15.38%) React
3 4 (15.38%) Spring
3 4 (15.38%) Twitter Bootstrap
4 2 (7.69%) .NET Framework
4 2 (7.69%) Middleware
5 1 (3.85%) ASP.NET MVC
5 1 (3.85%) JSON
5 1 (3.85%) REST
5 1 (3.85%) SOAP
5 1 (3.85%) WSDL
5 1 (3.85%) XML
Miscellaneous
1 8 (30.77%) Analytical Skills
2 3 (11.54%) Data Structures
2 3 (11.54%) Management Information System
3 2 (7.69%) Robotics
4 1 (3.85%) Analytical Mindset
4 1 (3.85%) Computer Science
4 1 (3.85%) Enterprise Software
4 1 (3.85%) FMCG
4 1 (3.85%) Life Science
4 1 (3.85%) Mainframe
4 1 (3.85%) Marketing Technology
Operating Systems
1 5 (19.23%) Unix
2 4 (15.38%) Windows
3 3 (11.54%) Linux
Processes & Methodologies
1 12 (46.15%) Agile Software Development
2 9 (34.62%) Analytics
2 9 (34.62%) Machine Learning
3 8 (30.77%) Business Intelligence
4 7 (26.92%) Risk Management
5 5 (19.23%) Data Modelling
5 5 (19.23%) MVC
5 5 (19.23%) Stakeholder Management
6 4 (15.38%) DevOps
6 4 (15.38%) Wealth Management
7 3 (11.54%) Collaborative Working
7 3 (11.54%) Data Security
7 3 (11.54%) ETL
8 2 (7.69%) Actionable Insight
8 2 (7.69%) Change Management
8 2 (7.69%) Mentoring
8 2 (7.69%) Open Source
8 2 (7.69%) Records Management
8 2 (7.69%) Use Case
8 2 (7.69%) Visualisation
Programming Languages
1 14 (53.85%) SQL
2 7 (26.92%) Java
2 7 (26.92%) Python
3 6 (23.08%) Scala
4 4 (15.38%) JavaScript
5 3 (11.54%) C#
5 3 (11.54%) PowerShell
5 3 (11.54%) R
6 1 (3.85%) Bash Shell
6 1 (3.85%) C++
6 1 (3.85%) MATLAB
6 1 (3.85%) Perl
6 1 (3.85%) Shell Script
6 1 (3.85%) T-SQL
6 1 (3.85%) VB
Qualifications
1 1 (3.85%) PhD
Quality Assurance & Compliance
1 1 (3.85%) Data Quality
System Software
1 1 (3.85%) Docker
Systems Management
1 4 (15.38%) Puppet
2 3 (11.54%) Opscode Chef
3 2 (7.69%) Ambari
4 1 (3.85%) Kubernetes
4 1 (3.85%) Mesos
4 1 (3.85%) Oozie
4 1 (3.85%) ZABBIX
Vendors
1 10 (38.46%) Teradata
2 4 (15.38%) Cognos
2 4 (15.38%) Oracle
3 3 (11.54%) Actuate
3 3 (11.54%) Google
3 3 (11.54%) Tableau
4 2 (7.69%) Ab Initio
4 2 (7.69%) Alteryx
4 2 (7.69%) Datameer
4 2 (7.69%) Hortonworks
4 2 (7.69%) Lavastorm
4 2 (7.69%) Microsoft
5 1 (3.85%) Cloudera
5 1 (3.85%) HP
5 1 (3.85%) MuleSoft
5 1 (3.85%) Splunk
5 1 (3.85%) Twitter