Period
to 25 September 2021

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 25 September 2021 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > Yorkshire
6 months to
25 Sep 2021
Same period 2020 Same period 2019
Rank 217 155 243
Rank change year-on-year -62 +88 0
Permanent jobs citing Hadoop 42 10 66
As % of all permanent jobs advertised in Yorkshire 0.65% 0.38% 0.89%
As % of the Database & Business Intelligence category 2.44% 1.35% 3.63%
Number of salaries quoted 29 5 60
10th Percentile £32,500 " £40,649
25th Percentile £33,994 £46,000 £43,500
Median annual salary (50th Percentile) £60,000 £55,000 £52,500
Median % change year-on-year +9.09% +4.76% +1.94%
75th Percentile £66,000 £68,750 £60,879
90th Percentile £70,750 £71,750 £70,350
England median annual salary £80,000 £73,000 £70,000
% change year-on-year +9.59% +4.29% -

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 1,719 743 1,817
As % of all permanent IT jobs advertised in Yorkshire 26.70% 28.45% 24.51%
Number of salaries quoted 1,347 672 1,605
10th Percentile £31,150 £31,250 £29,200
25th Percentile £37,500 £36,782 £33,750
Median annual salary (50th Percentile) £47,500 £45,000 £44,000
Median % change year-on-year +5.56% +2.27% +3.53%
75th Percentile £60,000 £55,000 £52,500
90th Percentile £68,750 £65,000 £60,900
England median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +5.00%

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 25 September 2021.

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 25 September 2021. 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 -71 36 £62,500 -10.71% 2
South Yorkshire -48 3 £35,000 -23.91% 2
North Yorkshire - 3 - -
Hadoop
England

For the 6 months to 25 September 2021, 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 31 (73.81%) SQL
2 25 (59.52%) AWS
3 24 (57.14%) Apache Spark
3 24 (57.14%) Data Engineering
4 22 (52.38%) Big Data
4 22 (52.38%) Python
5 20 (47.62%) Business Intelligence
6 18 (42.86%) Analytics
7 17 (40.48%) NoSQL
8 16 (38.10%) Azure
9 15 (35.71%) Oracle
9 15 (35.71%) Data Pipeline
10 14 (33.33%) Degree
10 14 (33.33%) Kafka
11 13 (30.95%) Agile Software Development
11 13 (30.95%) Data Analysis
12 12 (28.57%) Apache Cassandra
13 11 (26.19%) Social Skills
13 11 (26.19%) GCP
14 10 (23.81%) Amazon Redshift
14 10 (23.81%) Power BI
14 10 (23.81%) Power Platform
14 10 (23.81%) Azure Synapse Analytics
14 10 (23.81%) Metadata
14 10 (23.81%) Apache
14 10 (23.81%) Business Analytics
14 10 (23.81%) Statistics
14 10 (23.81%) Computer Science
15 9 (21.43%) Data Modelling
15 9 (21.43%) Broadband

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 24 (57.14%) Apache Spark
2 10 (23.81%) Apache
3 5 (11.90%) Apache Airflow
3 5 (11.90%) Luigi
3 5 (11.90%) Tomcat
4 3 (7.14%) Apache Synapse
5 2 (4.76%) SAS
Applications
1 2 (4.76%) Microsoft Office
Business Applications
1 2 (4.76%) Unit4 Business World
Cloud Services
1 25 (59.52%) AWS
2 16 (38.10%) Azure
3 11 (26.19%) GCP
4 10 (23.81%) Azure Synapse Analytics
4 10 (23.81%) Power Platform
5 5 (11.90%) Amazon EC2
5 5 (11.90%) Amazon EMR
5 5 (11.90%) Amazon Kinesis
5 5 (11.90%) Azure Data Factory
5 5 (11.90%) IaaS
5 5 (11.90%) PaaS
6 4 (9.52%) SaaS
7 3 (7.14%) AWS Lambda
7 3 (7.14%) Serverless
8 2 (4.76%) Azure Cosmos DB
Communications & Networking
1 9 (21.43%) Broadband
2 2 (4.76%) Firewall
Database & Business Intelligence
1 22 (52.38%) Big Data
2 17 (40.48%) NoSQL
3 12 (28.57%) Apache Cassandra
4 10 (23.81%) Amazon Redshift
4 10 (23.81%) Metadata
4 10 (23.81%) Power BI
5 9 (21.43%) Relational Database
6 8 (19.05%) Amazon Athena
6 8 (19.05%) Data Warehouse
6 8 (19.05%) MySQL
7 7 (16.67%) Data Lake
8 5 (11.90%) Amazon RDS
8 5 (11.90%) Azkaban
8 5 (11.90%) HBase
8 5 (11.90%) Metadata Repository
8 5 (11.90%) OLAP
8 5 (11.90%) Oracle OLAP
8 5 (11.90%) PostgreSQL
9 4 (9.52%) SQL Server
9 4 (9.52%) Tableau
Development Applications
1 5 (11.90%) JIRA
2 2 (4.76%) RStudio
General
1 11 (26.19%) Social Skills
2 9 (21.43%) Analytical Skills
3 8 (19.05%) Public Sector
4 4 (9.52%) Finance
5 3 (7.14%) Electronics
6 2 (4.76%) Banking
6 2 (4.76%) Legal
6 2 (4.76%) Retail
7 1 (2.38%) Military
7 1 (2.38%) Presentation Skills
Job Titles
1 15 (35.71%) Data Engineer
2 11 (26.19%) Architect
3 7 (16.67%) Solutions Architect
4 6 (14.29%) Senior Data Engineer
5 5 (11.90%) Analyst
5 5 (11.90%) Data Analyst
6 4 (9.52%) Data Architect
6 4 (9.52%) Engineering Specialist
7 3 (7.14%) Information Architect
8 2 (4.76%) Administrator
8 2 (4.76%) Cloud Administrator
8 2 (4.76%) Cloud Architect
8 2 (4.76%) Data Manager
8 2 (4.76%) Research Engineer
9 1 (2.38%) AWS Engineer
9 1 (2.38%) Cloud Engineer
9 1 (2.38%) Database Engineer
9 1 (2.38%) Developer
9 1 (2.38%) Technical Trainer
9 1 (2.38%) Trainer
Libraries, Frameworks & Software Standards
1 14 (33.33%) Kafka
2 5 (11.90%) Spark Streaming
3 4 (9.52%) LAMP
3 4 (9.52%) LAPP Stack
4 3 (7.14%) .NET
5 2 (4.76%) NumPy
6 1 (2.38%) Node.js
6 1 (2.38%) PySpark
6 1 (2.38%) React
Miscellaneous
1 7 (16.67%) Management Information System
2 5 (11.90%) Cloud Native
2 5 (11.90%) Data Structures
2 5 (11.90%) NHS
3 4 (9.52%) Virtual Team
4 3 (7.14%) Blog
4 3 (7.14%) Data Centre
4 3 (7.14%) Tandem
5 2 (4.76%) Enterprise Software
5 2 (4.76%) Greenfield Project
5 2 (4.76%) Public Cloud
6 1 (2.38%) Self-Motivation
Operating Systems
1 8 (19.05%) Linux
2 2 (4.76%) Windows
3 1 (2.38%) Unix
Processes & Methodologies
1 24 (57.14%) Data Engineering
2 20 (47.62%) Business Intelligence
3 18 (42.86%) Analytics
4 15 (35.71%) Data Pipeline
5 13 (30.95%) Agile Software Development
5 13 (30.95%) Data Analysis
6 10 (23.81%) Business Analytics
6 10 (23.81%) Computer Science
6 10 (23.81%) Statistics
7 9 (21.43%) Data Modelling
7 9 (21.43%) Migration
8 8 (19.05%) Data Analytics
8 8 (19.05%) Data Development
9 7 (16.67%) Data Visualisation
9 7 (16.67%) Visualisation
10 6 (14.29%) Data Integration
10 6 (14.29%) Data Management
10 6 (14.29%) Data Strategy
10 6 (14.29%) Mathematics
11 5 (11.90%) Workload Management
Programming Languages
1 31 (73.81%) SQL
2 22 (52.38%) Python
3 9 (21.43%) PL/SQL
4 8 (19.05%) Java
5 4 (9.52%) C++
5 4 (9.52%) Scala
6 3 (7.14%) C#
7 2 (4.76%) HiveQL
7 2 (4.76%) MATLAB
7 2 (4.76%) PowerShell
7 2 (4.76%) R
7 2 (4.76%) X++
8 1 (2.38%) PHP
Qualifications
1 14 (33.33%) Degree
Quality Assurance & Compliance
1 6 (14.29%) Data Quality
2 3 (7.14%) QA
System Software
1 2 (4.76%) HDFS
2 1 (2.38%) Docker
Systems Management
1 6 (14.29%) Ansible
2 4 (9.52%) Puppet
3 2 (4.76%) Opscode Chef
Vendors
1 15 (35.71%) Oracle
2 9 (21.43%) StreamSets
3 8 (19.05%) Databricks
4 7 (16.67%) Microsoft
5 5 (11.90%) Google
5 5 (11.90%) Remedy
6 3 (7.14%) IBM
6 3 (7.14%) NVIDIA
7 2 (4.76%) MapR
7 2 (4.76%) Red Hat
8 1 (2.38%) Talend