Period
to 30 May 2020

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire 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 30 May 2020 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > Yorkshire
6 months to
30 May 2020
Same period 2019 Same period 2018
Rank 179 249 223
Rank change year-on-year +70 -26 +43
Permanent jobs citing Hadoop 19 57 84
As % of all permanent jobs advertised in Yorkshire 0.42% 0.76% 0.87%
As % of the Database & Business Intelligence category 1.62% 3.00% 3.09%
Number of salaries quoted 16 43 70
Median annual salary £52,500 £49,337 £50,000
Median salary % change year-on-year +6.41% -1.33% -2.44%
10th Percentile £40,625 £38,400 £25,875
90th Percentile £67,500 £63,354 £67,500
England median annual salary £72,500 £70,000 £67,500
% change year-on-year +3.57% +3.70% +3.85%

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 Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Yorkshire
Permanent vacancies with a requirement for database or business intelligence skills 1,174 1,897 2,717
As % of all permanent IT jobs advertised in Yorkshire 25.93% 25.33% 28.26%
Number of salaries quoted 995 1,680 2,351
Median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £30,100 £29,000 £27,500
90th Percentile £65,750 £61,250 £60,000
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +5.26%

Hadoop
Job Vacancy Trend in Yorkshire

Job postings citing Hadoop as a proportion of all IT jobs advertised in Yorkshire.

Job vacancy trend for Hadoop in Yorkshire

Hadoop
Salary Trend in Yorkshire

3-month moving average salary quoted in jobs citing Hadoop in Yorkshire.

Salary trend for Hadoop in Yorkshire

Hadoop
Salary Histogram in Yorkshire

Salary distribution for jobs citing Hadoop in Yorkshire over the 6 months to 30 May 2020.

Salary histogram for Hadoop in Yorkshire

Hadoop
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the Yorkshire region over the 6 months to 30 May 2020. 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
West Yorkshire +23 14 £52,500 +6.41% 3
South Yorkshire +25 5 £46,000 -11.54%
Hadoop
England

For the 6 months to 30 May 2020, 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 Yorkshire region with a requirement for Hadoop.

1 13 (68.42%) SQL
2 10 (52.63%) Agile Software Development
2 10 (52.63%) Apache Spark
3 9 (47.37%) Big Data
3 9 (47.37%) Python
4 7 (36.84%) Java
4 7 (36.84%) AWS
4 7 (36.84%) Analytics
4 7 (36.84%) Opscode Chef
5 5 (26.32%) Finance
5 5 (26.32%) Git (software)
5 5 (26.32%) Ansible
5 5 (26.32%) Machine Learning
5 5 (26.32%) Puppet
5 5 (26.32%) NoSQL
6 4 (21.05%) Kubernetes
6 4 (21.05%) Terraform
6 4 (21.05%) Data Science
6 4 (21.05%) Decision-Making
6 4 (21.05%) Analytical Skills
6 4 (21.05%) Apache Hive
6 4 (21.05%) MongoDB
6 4 (21.05%) Kafka
6 4 (21.05%) DevOps
6 4 (21.05%) Docker
6 4 (21.05%) Degree
6 4 (21.05%) Linux
7 3 (15.79%) .NET
7 3 (15.79%) Marketing
7 3 (15.79%) TDD

Hadoop
Co-occurring IT Skills in Yorkshire 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 10 (52.63%) Apache Spark
2 2 (10.53%) Apache
Applications
1 2 (10.53%) Microsoft Excel
1 2 (10.53%) Microsoft PowerPoint
1 2 (10.53%) MS Visio
Business Applications
1 1 (5.26%) SAP BPC
1 1 (5.26%) SAP CO
1 1 (5.26%) SAP FI
1 1 (5.26%) SAP FI/CO
Cloud Services
1 7 (36.84%) AWS
2 3 (15.79%) Azure
3 2 (10.53%) SaaS
Database & Business Intelligence
1 9 (47.37%) Big Data
2 5 (26.32%) NoSQL
3 4 (21.05%) Apache Hive
3 4 (21.05%) MongoDB
4 3 (15.79%) Riak
5 2 (10.53%) Data Mining
5 2 (10.53%) HBase
5 2 (10.53%) MySQL
5 2 (10.53%) Sqoop
6 1 (5.26%) Couchbase
6 1 (5.26%) Data Warehouse
Development Applications
1 5 (26.32%) Git (software)
2 2 (10.53%) Jenkins
General
1 5 (26.32%) Finance
2 3 (15.79%) Marketing
2 3 (15.79%) Public Sector
3 2 (10.53%) Banking
3 2 (10.53%) Legal
3 2 (10.53%) Private Banking
3 2 (10.53%) Retail Banking
Job Titles
1 6 (31.58%) Developer
1 6 (31.58%) Software Developer
2 5 (26.32%) Data Engineer
3 4 (21.05%) DevOps Engineer
4 3 (15.79%) Analyst
4 3 (15.79%) Java Developer
4 3 (15.79%) Java Software Developer
5 2 (10.53%) AWS DevOps
5 2 (10.53%) AWS DevOps Engineer
5 2 (10.53%) AWS Engineer
5 2 (10.53%) Business Analyst
5 2 (10.53%) Hadoop Engineer
5 2 (10.53%) Python Developer
5 2 (10.53%) Risk Analyst
5 2 (10.53%) Risk Management Analyst
5 2 (10.53%) Risk Management Business Analyst
5 2 (10.53%) Scala Developer
5 2 (10.53%) Technical Analyst
5 2 (10.53%) Technical Business Analyst
5 2 (10.53%) Technical Leader
Libraries, Frameworks & Software Standards
1 4 (21.05%) Kafka
2 3 (15.79%) .NET
2 3 (15.79%) Hibernate
2 3 (15.79%) Spring
3 2 (10.53%) .NET Core
3 2 (10.53%) Web Services
4 1 (5.26%) Node.js
4 1 (5.26%) React
Miscellaneous
1 4 (21.05%) Analytical Skills
2 2 (10.53%) Enterprise Software
2 2 (10.53%) Management Information System
2 2 (10.53%) Virtual Team
Operating Systems
1 4 (21.05%) Linux
2 2 (10.53%) Red Hat Enterprise Linux
Processes & Methodologies
1 10 (52.63%) Agile Software Development
2 7 (36.84%) Analytics
3 5 (26.32%) Machine Learning
4 4 (21.05%) Data Science
4 4 (21.05%) Decision-Making
4 4 (21.05%) DevOps
5 3 (15.79%) BDD
5 3 (15.79%) Software Engineering
5 3 (15.79%) TDD
6 2 (10.53%) Asset Management
6 2 (10.53%) Configuration Management
6 2 (10.53%) Continuous Integration
6 2 (10.53%) Data Analysis
6 2 (10.53%) Data Management
6 2 (10.53%) Data Modelling
6 2 (10.53%) ETL
6 2 (10.53%) OOP
6 2 (10.53%) Performance Management
6 2 (10.53%) Technical Architecture
6 2 (10.53%) Wealth Management
Programming Languages
1 13 (68.42%) SQL
2 9 (47.37%) Python
3 7 (36.84%) Java
4 3 (15.79%) R
5 2 (10.53%) Bash Shell
5 2 (10.53%) Julia
5 2 (10.53%) Scala
6 1 (5.26%) C#
6 1 (5.26%) Java 8
6 1 (5.26%) PHP
Qualifications
1 4 (21.05%) Degree
System Software
1 4 (21.05%) Docker
2 2 (10.53%) HDFS
Systems Management
1 7 (36.84%) Opscode Chef
2 5 (26.32%) Ansible
2 5 (26.32%) Puppet
3 4 (21.05%) Kubernetes
3 4 (21.05%) Terraform
4 2 (10.53%) Graphite
4 2 (10.53%) Hadoop YARN
4 2 (10.53%) Nagios
4 2 (10.53%) Opsview
Vendors
1 1 (5.26%) Anaplan
1 1 (5.26%) Cognos
1 1 (5.26%) Oracle
1 1 (5.26%) SAP
1 1 (5.26%) Tableau