Period
to 16 January 2019

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 16 January 2019 with a comparison to the same period in the previous 2 years.

Apache Hadoop
North West > Cheshire
6 months to
16 Jan 2019
Same period 2018 Same period 2017
Rank 132 141 136
Rank change year-on-year +9 -5 +17
Permanent jobs citing Hadoop 8 33 6
As % of all permanent IT jobs advertised in Cheshire 0.38% 1.03% 0.27%
As % of the Database & Business Intelligence category 1.30% 3.32% 0.78%
Number of salaries quoted 5 20 4
Cheshire median annual salary £56,700 £50,000 £53,750
Median salary % change year-on-year +13.40% -6.98% +7.50%
10th Percentile £47,350 £21,250 £34,250
90th Percentile £74,250 £85,250 £67,375
North West median annual salary £65,000 £53,750 £55,000
% change year-on-year +20.93% -2.27% +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 614 993 771
As % of all permanent IT jobs advertised in Cheshire 28.83% 31.01% 34.25%
Number of salaries quoted 470 813 677
Cheshire median annual salary £45,000 £42,500 £37,500
Median salary % change year-on-year +5.88% +13.33% -6.25%
10th Percentile £28,750 £28,500 £25,750
90th Percentile £65,000 £60,000 £53,750
North West median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +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 16 January 2019.

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 16 January 2019. 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 +18 5 £62,100 +30.74%
Chester +21 1 £52,500 -12.50% 1
Hadoop
North West

For the 6 months to 16 January 2019, 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 5 (62.50%) Banking
2 4 (50.00%) Java
2 4 (50.00%) SQL
2 4 (50.00%) Oracle
2 4 (50.00%) ETL
3 3 (37.50%) Python
3 3 (37.50%) SQL Server
3 3 (37.50%) Web Services
3 3 (37.50%) Unix
3 3 (37.50%) Ab Initio
3 3 (37.50%) Teradata
3 3 (37.50%) Data Analysis
3 3 (37.50%) Investment Banking
3 3 (37.50%) Risk Management
3 3 (37.50%) Law
3 3 (37.50%) Stakeholder Management
3 3 (37.50%) Wealth Management
3 3 (37.50%) R
3 3 (37.50%) Big Data
3 3 (37.50%) DevOps
3 3 (37.50%) Line Management
4 2 (25.00%) Data Transformation
4 2 (25.00%) Apache Spark
4 2 (25.00%) Data Structures
4 2 (25.00%) Algorithms
4 2 (25.00%) Translating Business Requirements
4 2 (25.00%) Stakeholder and Relationship Management
4 2 (25.00%) Virtual Team
4 2 (25.00%) SDLC
4 2 (25.00%) Data 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 2 (25.00%) Apache Spark
2 1 (12.50%) Apache Airflow
2 1 (12.50%) CICS
2 1 (12.50%) SAS
2 1 (12.50%) WebSphere
Applications
1 1 (12.50%) Microsoft Excel
1 1 (12.50%) Microsoft Office
1 1 (12.50%) MS Visio
Cloud Services
1 1 (12.50%) Amazon AWS
Database & Business Intelligence
1 3 (37.50%) Big Data
1 3 (37.50%) SQL Server
2 1 (12.50%) Amazon Redshift
2 1 (12.50%) Azkaban
2 1 (12.50%) Data Mining
2 1 (12.50%) Data Warehouse
2 1 (12.50%) DB2
2 1 (12.50%) MongoDB
2 1 (12.50%) MySQL
2 1 (12.50%) NoSQL
2 1 (12.50%) QlikView
2 1 (12.50%) SAS EBI
2 1 (12.50%) Spotfire
Development Applications
1 2 (25.00%) Team Foundation Server
2 1 (12.50%) Jenkins
2 1 (12.50%) JIRA
2 1 (12.50%) Selenium
2 1 (12.50%) SOAtest
General
1 5 (62.50%) Banking
2 3 (37.50%) Investment Banking
2 3 (37.50%) Law
3 2 (25.00%) Finance
4 1 (12.50%) Retail
4 1 (12.50%) Retail Banking
Job Titles
1 3 (37.50%) Designer
2 2 (25.00%) Architect
2 2 (25.00%) Process Designer
3 1 (12.50%) Analyst
3 1 (12.50%) Business Analyst
3 1 (12.50%) Data Engineer
3 1 (12.50%) Lead Designer
3 1 (12.50%) Software Architect
3 1 (12.50%) Solutions Architect
3 1 (12.50%) Solutions Designer
3 1 (12.50%) Technical Analyst
3 1 (12.50%) Technical Architect
3 1 (12.50%) Technical Business Analyst
3 1 (12.50%) Test Manager
Libraries, Frameworks & Software Standards
1 3 (37.50%) Web Services
2 2 (25.00%) Anaconda
2 2 (25.00%) J2EE
3 1 (12.50%) AngularJS
3 1 (12.50%) CSS
3 1 (12.50%) HTML
3 1 (12.50%) Java EE
3 1 (12.50%) JSON
3 1 (12.50%) Kafka
3 1 (12.50%) KnockoutJS
3 1 (12.50%) LESS
3 1 (12.50%) Node.js
3 1 (12.50%) React
3 1 (12.50%) REST
3 1 (12.50%) Spring
3 1 (12.50%) Twitter Bootstrap
3 1 (12.50%) Vue.js
3 1 (12.50%) WebRTC
3 1 (12.50%) XML
Miscellaneous
1 2 (25.00%) Algorithms
1 2 (25.00%) Data Structures
1 2 (25.00%) Virtual Team
2 1 (12.50%) Analytical Skills
2 1 (12.50%) Greenfield Project
2 1 (12.50%) IVR
2 1 (12.50%) Mainframe
2 1 (12.50%) N-Tier
2 1 (12.50%) VSAM
Operating Systems
1 3 (37.50%) Unix
2 1 (12.50%) Linux
2 1 (12.50%) Windows
Processes & Methodologies
1 4 (50.00%) ETL
2 3 (37.50%) Data Analysis
2 3 (37.50%) DevOps
2 3 (37.50%) Line Management
2 3 (37.50%) Risk Management
2 3 (37.50%) Stakeholder Management
2 3 (37.50%) Wealth Management
3 2 (25.00%) Agile Software Development
3 2 (25.00%) CRM
3 2 (25.00%) Data Science
3 2 (25.00%) Data Transformation
3 2 (25.00%) SDLC
3 2 (25.00%) SOA
3 2 (25.00%) Stakeholder and Relationship Management
3 2 (25.00%) TOGAF
3 2 (25.00%) Translating Business Requirements
4 1 (12.50%) Business Intelligence
4 1 (12.50%) Collaborative Working
4 1 (12.50%) Decision-Making
4 1 (12.50%) TDD
Programming Languages
1 4 (50.00%) Java
1 4 (50.00%) SQL
2 3 (37.50%) Python
2 3 (37.50%) R
3 2 (25.00%) Shell Script
4 1 (12.50%) C#
4 1 (12.50%) COBOL
4 1 (12.50%) JavaScript
4 1 (12.50%) JCL
4 1 (12.50%) REXX
4 1 (12.50%) T-SQL
4 1 (12.50%) VBA
Qualifications
1 2 (25.00%) Degree
2 1 (12.50%) TOGAF Certification
Quality Assurance & Compliance
1 1 (12.50%) QA
System Software
1 2 (25.00%) HDFS
Systems Management
1 1 (12.50%) HP Quality Center
Vendors
1 4 (50.00%) Oracle
2 3 (37.50%) Ab Initio
2 3 (37.50%) Teradata
3 1 (12.50%) Alteryx
3 1 (12.50%) CA Agile Central
3 1 (12.50%) Cloudera
3 1 (12.50%) HP
3 1 (12.50%) Informatica
3 1 (12.50%) Lavastorm
3 1 (12.50%) Red Hat
3 1 (12.50%) Tableau