Period
to 27 January 2022

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 27 January 2022 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > Yorkshire
6 months to
27 Jan 2022
Same period 2021 Same period 2020
Rank 231 172 174
Rank change year-on-year -59 +2 +20
Permanent jobs citing Hadoop 40 24 71
As % of all permanent jobs advertised in Yorkshire 0.56% 0.62% 1.17%
As % of the Database & Business Intelligence category 2.56% 2.17% 4.67%
Number of salaries quoted 21 19 59
10th Percentile £32,500 £48,500 £44,700
25th Percentile £33,250 £50,000 £50,000
Median annual salary (50th Percentile) £62,500 £55,000 £55,000
Median % change year-on-year +13.64% - +10.00%
75th Percentile £66,000 £64,375 £70,000
90th Percentile £73,750 £71,250 £73,000
England median annual salary £75,000 £70,000 £70,000
% change year-on-year +7.14% - -

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 1,565 1,106 1,520
As % of all permanent IT jobs advertised in Yorkshire 21.95% 28.56% 25.03%
Number of salaries quoted 1,274 953 1,299
10th Percentile £31,750 £31,250 £30,000
25th Percentile £37,500 £37,500 £35,000
Median annual salary (50th Percentile) £47,500 £47,500 £45,000
Median % change year-on-year - +5.56% +5.88%
75th Percentile £61,250 £58,750 £56,250
90th Percentile £71,250 £65,000 £64,750
England median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% -

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 27 January 2022.

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 27 January 2022. 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
Jobs
West Yorkshire -55 30 £62,500 +13.64% 12
North Yorkshire - 9 - -
South Yorkshire -37 1 £35,000 -36.36%
Hadoop
England

For the 6 months to 27 January 2022, 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 35 (87.50%) SQL
2 29 (72.50%) Python
3 25 (62.50%) Apache Spark
4 23 (57.50%) AWS
5 22 (55.00%) Big Data
6 20 (50.00%) NoSQL
7 16 (40.00%) Linux
7 16 (40.00%) Business Intelligence
7 16 (40.00%) Analytics
8 15 (37.50%) Java
9 14 (35.00%) MySQL
9 14 (35.00%) Apache
9 14 (35.00%) DevOps
9 14 (35.00%) Data Engineering
10 13 (32.50%) Open Source
10 13 (32.50%) Degree
11 12 (30.00%) R
11 12 (30.00%) Oracle
12 11 (27.50%) Unix
12 11 (27.50%) LAMP
13 10 (25.00%) Apache Cassandra
13 10 (25.00%) Test Automation
13 10 (25.00%) GCP
13 10 (25.00%) Redis
13 10 (25.00%) Kafka
14 9 (22.50%) Data Analytics
14 9 (22.50%) Apache Accumulo
14 9 (22.50%) Opscode Chef
14 9 (22.50%) Docker
14 9 (22.50%) Kubernetes

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 25 (62.50%) Apache Spark
2 14 (35.00%) Apache
3 4 (10.00%) Apache Airflow
3 4 (10.00%) Apache Solr
3 4 (10.00%) Luigi
3 4 (10.00%) Tomcat
4 3 (7.50%) SAS
5 1 (2.50%) Apache Pig
5 1 (2.50%) Confluence
Applications
1 2 (5.00%) Microsoft Office
Business Applications
1 2 (5.00%) Unit4 Business World
Cloud Services
1 23 (57.50%) AWS
2 10 (25.00%) GCP
3 9 (22.50%) Azure
4 7 (17.50%) Power Platform
5 5 (12.50%) Serverless
6 4 (10.00%) Amazon EC2
6 4 (10.00%) Amazon EMR
6 4 (10.00%) Azure App Service
6 4 (10.00%) Azure Cosmos DB
6 4 (10.00%) Azure Functions
6 4 (10.00%) Azure Logic Apps
6 4 (10.00%) Azure Machine Learning
6 4 (10.00%) Azure Service Bus
6 4 (10.00%) Azure Service Fabric
6 4 (10.00%) Azure Storage
6 4 (10.00%) Cortana Intelligence Suite
6 4 (10.00%) PaaS
6 4 (10.00%) SaaS
7 2 (5.00%) Azure Data Factory
8 1 (2.50%) Tricentis Tosca
Communications & Networking
1 8 (20.00%) Broadband
Database & Business Intelligence
1 22 (55.00%) Big Data
2 20 (50.00%) NoSQL
3 14 (35.00%) MySQL
4 10 (25.00%) Apache Cassandra
4 10 (25.00%) Redis
5 9 (22.50%) Apache Accumulo
5 9 (22.50%) Data Lake
5 9 (22.50%) Data Warehouse
6 7 (17.50%) Power BI
7 6 (15.00%) Metadata
7 6 (15.00%) MongoDB
8 5 (12.50%) Amazon RDS
8 5 (12.50%) Amazon Redshift
8 5 (12.50%) PostgreSQL
9 4 (10.00%) Apache Hive
9 4 (10.00%) Azkaban
9 4 (10.00%) Azure SQL Data Warehouse
9 4 (10.00%) Azure SQL Database
9 4 (10.00%) Geospatial Data
9 4 (10.00%) Relational Database
Development Applications
1 5 (12.50%) JIRA
2 4 (10.00%) Visual Studio
2 4 (10.00%) Visual Studio Team System
3 2 (5.00%) Jenkins
3 2 (5.00%) RStudio
4 1 (2.50%) Atlassian Bamboo
4 1 (2.50%) Bitbucket
4 1 (2.50%) GitLab
General
1 7 (17.50%) Analytical Skills
2 4 (10.00%) Finance
2 4 (10.00%) Inclusion and Diversity
2 4 (10.00%) Social Skills
3 3 (7.50%) Retail
4 2 (5.00%) Banking
4 2 (5.00%) Legal
4 2 (5.00%) Public Sector
5 1 (2.50%) Law
5 1 (2.50%) Marketing
Job Titles
1 9 (22.50%) DevOps Engineer
2 8 (20.00%) Architect
2 8 (20.00%) Data Engineer
3 6 (15.00%) Solutions Architect
4 4 (10.00%) Analyst
4 4 (10.00%) Azure Developer
4 4 (10.00%) Data Analyst
4 4 (10.00%) Developer
4 4 (10.00%) Engineering Specialist
4 4 (10.00%) Integration Developer
4 4 (10.00%) Lead Developer
4 4 (10.00%) Senior Developer
4 4 (10.00%) Senior Integration Developer
5 2 (5.00%) Cloud Engineer
5 2 (5.00%) Data Architect
5 2 (5.00%) Data Manager
5 2 (5.00%) Information Architect
6 1 (2.50%) Azure Architect
6 1 (2.50%) Azure Engineer
6 1 (2.50%) Database Engineer
Libraries, Frameworks & Software Standards
1 11 (27.50%) LAMP
2 10 (25.00%) Kafka
3 6 (15.00%) .NET
4 5 (12.50%) RESTful
4 5 (12.50%) Spark Streaming
5 4 (10.00%) GeoJSON
5 4 (10.00%) JSON
5 4 (10.00%) REST
5 4 (10.00%) SAML
5 4 (10.00%) SOAP
5 4 (10.00%) Web Services
6 2 (5.00%) LAPP Stack
6 2 (5.00%) PySpark
7 1 (2.50%) COM
7 1 (2.50%) NumPy
7 1 (2.50%) Shiny
Miscellaneous
1 6 (15.00%) Management Information System
2 5 (12.50%) Data Structures
3 4 (10.00%) Cloud Native
3 4 (10.00%) Hybrid Cloud
3 4 (10.00%) Social Network
3 4 (10.00%) Virtual Team
4 3 (7.50%) Data Centre
5 2 (5.00%) Enterprise Software
5 2 (5.00%) Public Cloud
Operating Systems
1 16 (40.00%) Linux
2 11 (27.50%) Unix
3 2 (5.00%) Windows
Processes & Methodologies
1 16 (40.00%) Analytics
1 16 (40.00%) Business Intelligence
2 14 (35.00%) Data Engineering
2 14 (35.00%) DevOps
3 13 (32.50%) Open Source
4 10 (25.00%) Test Automation
5 9 (22.50%) Agile Software Development
5 9 (22.50%) Artificial Intelligence
5 9 (22.50%) Computer Science
5 9 (22.50%) Configuration Management
5 9 (22.50%) Data Analytics
5 9 (22.50%) Service Delivery
6 8 (20.00%) Migration
6 8 (20.00%) Statistics
7 7 (17.50%) Data Pipeline
8 6 (15.00%) Business Analytics
8 6 (15.00%) Data Strategy
8 6 (15.00%) Data Visualisation
8 6 (15.00%) Mathematics
8 6 (15.00%) Visualisation
Programming Languages
1 35 (87.50%) SQL
2 29 (72.50%) Python
3 15 (37.50%) Java
4 12 (30.00%) R
5 9 (22.50%) Perl
5 9 (22.50%) PL/SQL
5 9 (22.50%) Ruby
6 5 (12.50%) JavaScript
7 3 (7.50%) HiveQL
8 2 (5.00%) C#
8 2 (5.00%) C++
8 2 (5.00%) PowerShell
8 2 (5.00%) Scala
8 2 (5.00%) X++
9 1 (2.50%) MATLAB
Qualifications
1 13 (32.50%) Degree
2 9 (22.50%) Security Cleared
3 1 (2.50%) Computer Science Degree
3 1 (2.50%) Master's Degree
Quality Assurance & Compliance
1 7 (17.50%) Data Quality
2 5 (12.50%) QA
System Software
1 9 (22.50%) Docker
2 3 (7.50%) HDFS
3 1 (2.50%) Apache Flume
3 1 (2.50%) Apache ZooKeeper
Systems Management
1 9 (22.50%) Kubernetes
1 9 (22.50%) Opscode Chef
1 9 (22.50%) Puppet
2 3 (7.50%) Ansible
Vendors
1 12 (30.00%) Oracle
2 9 (22.50%) Checkmarx
3 8 (20.00%) StreamSets
4 7 (17.50%) Microsoft
5 5 (12.50%) Databricks
5 5 (12.50%) Google
6 2 (5.00%) Informatica
6 2 (5.00%) MapR
6 2 (5.00%) Red Hat
7 1 (2.50%) Adobe
7 1 (2.50%) Hortonworks
7 1 (2.50%) Talend