Period
to 24 January 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 24 January 2020 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > Yorkshire
6 months to
24 Jan 2020
Same period 2019 Same period 2018
Rank 167 197 260
Rank change year-on-year +30 +63 -10
Permanent jobs citing Hadoop 70 82 37
As % of all permanent IT jobs advertised in Yorkshire 1.15% 1.11% 0.38%
As % of the Database & Business Intelligence category 4.61% 4.31% 1.39%
Number of salaries quoted 58 52 36
Yorkshire median annual salary £55,000 £50,500 £50,000
Median salary % change year-on-year +8.91% +1.00% -
10th Percentile £44,550 £42,000 £39,500
90th Percentile £73,250 £110,000 £60,000
England median annual salary £70,000 £70,000 £65,000
% change year-on-year - +7.69% +3.38%

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 1,518 1,904 2,670
As % of all permanent IT jobs advertised in Yorkshire 24.91% 25.71% 27.44%
Number of salaries quoted 1,297 1,619 2,326
Yorkshire median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £30,000 £28,000 £27,500
90th Percentile £64,750 £57,500 £58,750
England median annual salary £52,500 £52,500 £50,000
% change year-on-year - +5.00% +5.26%

Hadoop
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Hadoop in Yorkshire

Hadoop
Salary Trend in Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Hadoop in Yorkshire.

Salary trend for Hadoop in Yorkshire

Hadoop
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Hadoop in Yorkshire over the 6 months to 24 January 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 24 January 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 +37 61 £55,000 +8.91% 4
South Yorkshire +16 9 £60,500 -39.50% 4
Hadoop
England

For the 6 months to 24 January 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 45 (64.29%) Python
2 44 (62.86%) Apache Spark
3 35 (50.00%) Big Data
4 34 (48.57%) AWS
5 32 (45.71%) SQL
6 31 (44.29%) NoSQL
7 29 (41.43%) Agile Software Development
8 25 (35.71%) Ansible
9 24 (34.29%) Git (software)
10 23 (32.86%) Scala
10 23 (32.86%) Apache Hive
11 22 (31.43%) TDD
11 22 (31.43%) Java
12 20 (28.57%) Data Engineering
12 20 (28.57%) MongoDB
13 19 (27.14%) BDD
13 19 (27.14%) Opscode Chef
14 18 (25.71%) Kafka
14 18 (25.71%) Analytics
15 17 (24.29%) Puppet
16 16 (22.86%) Riak
16 16 (22.86%) Jenkins
16 16 (22.86%) Docker
16 16 (22.86%) Kubernetes
17 15 (21.43%) HDFS
17 15 (21.43%) RabbitMQ
18 14 (20.00%) Apache Cassandra
18 14 (20.00%) Redis
18 14 (20.00%) Continuous Integration
18 14 (20.00%) Finance

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 44 (62.86%) Apache Spark
2 10 (14.29%) Elasticsearch
3 8 (11.43%) nginx
4 2 (2.86%) Apache
5 1 (1.43%) OpenStack
Business Applications
1 1 (1.43%) SAP BPC
1 1 (1.43%) SAP CO
1 1 (1.43%) SAP FI
1 1 (1.43%) SAP FI/CO
Cloud Services
1 34 (48.57%) AWS
2 14 (20.00%) Amazon EMR
3 11 (15.71%) Azure
4 10 (14.29%) GCP
5 7 (10.00%) Amazon S3
6 3 (4.29%) Amazon Kinesis
6 3 (4.29%) AWS CloudFormation
6 3 (4.29%) IaaS
6 3 (4.29%) PaaS
6 3 (4.29%) SaaS
7 1 (1.43%) BlazeMeter
Communications & Networking
1 3 (4.29%) TCP/IP
Database & Business Intelligence
1 35 (50.00%) Big Data
2 31 (44.29%) NoSQL
3 23 (32.86%) Apache Hive
4 20 (28.57%) MongoDB
5 16 (22.86%) Riak
6 14 (20.00%) Apache Cassandra
6 14 (20.00%) PostgreSQL
6 14 (20.00%) Redis
7 13 (18.57%) Impala
8 8 (11.43%) GIS
8 8 (11.43%) HBase
9 7 (10.00%) Flink
10 4 (5.71%) Electronic Patient Records
10 4 (5.71%) Sqoop
11 3 (4.29%) PowerCenter
12 2 (2.86%) Amazon Athena
12 2 (2.86%) Amazon Redshift
12 2 (2.86%) Data Warehouse
12 2 (2.86%) SQL Server
13 1 (1.43%) Couchbase
Development Applications
1 24 (34.29%) Git (software)
2 16 (22.86%) Jenkins
3 8 (11.43%) Mercurial
3 8 (11.43%) Subversion
4 3 (4.29%) Atlassian Bamboo
4 3 (4.29%) Bitbucket
4 3 (4.29%) Gerrit
4 3 (4.29%) JIRA
5 1 (1.43%) Gatling
5 1 (1.43%) JMeter
5 1 (1.43%) LoadRunner
5 1 (1.43%) TeamCity
5 1 (1.43%) Visual Studio
General
1 14 (20.00%) Finance
2 8 (11.43%) Marketing
3 6 (8.57%) Online Betting
4 4 (5.71%) Public Sector
5 3 (4.29%) Advertising
6 1 (1.43%) Financial Institution
Job Titles
1 24 (34.29%) Developer
2 22 (31.43%) Data Engineer
3 16 (22.86%) Software Developer
4 11 (15.71%) Big Data Engineer
5 10 (14.29%) Python Developer
6 8 (11.43%) Java Developer
6 8 (11.43%) Java Software Developer
6 8 (11.43%) Senior Data Engineer
7 7 (10.00%) Software Engineer
8 6 (8.57%) Developer/Software Engineer
8 6 (8.57%) DevOps Engineer
9 4 (5.71%) Architect
10 3 (4.29%) Data Scientist
10 3 (4.29%) Platform Engineer
10 3 (4.29%) Site Engineer
10 3 (4.29%) Site Reliability Engineer
11 2 (2.86%) Integration Architect
11 2 (2.86%) Principal Engineer
11 2 (2.86%) Python Engineer
11 2 (2.86%) Scala Developer
Libraries, Frameworks & Software Standards
1 18 (25.71%) Kafka
2 15 (21.43%) RabbitMQ
3 8 (11.43%) Hibernate
3 8 (11.43%) Node.js
3 8 (11.43%) Spring
4 6 (8.57%) .NET
4 6 (8.57%) Apache Avro
4 6 (8.57%) gRPC
4 6 (8.57%) Memcached
4 6 (8.57%) Protocol Buffers
4 6 (8.57%) React
4 6 (8.57%) ZeroMQ
5 4 (5.71%) Web Services
6 3 (4.29%) REST
7 2 (2.86%) .NET Core
7 2 (2.86%) Elastic Stack
7 2 (2.86%) Sass
8 1 (1.43%) LAMP
Miscellaneous
1 5 (7.14%) Analytical Skills
1 5 (7.14%) Management Information System
2 2 (2.86%) Cloud Native
2 2 (2.86%) Hybrid Cloud
2 2 (2.86%) PMI
2 2 (2.86%) Tandem
3 1 (1.43%) Algorithms
3 1 (1.43%) Greenfield Project
3 1 (1.43%) Public Cloud
3 1 (1.43%) User Experience
Operating Systems
1 12 (17.14%) Linux
2 8 (11.43%) Unix
3 1 (1.43%) Red Hat Enterprise Linux
Processes & Methodologies
1 29 (41.43%) Agile Software Development
2 22 (31.43%) TDD
3 20 (28.57%) Data Engineering
4 19 (27.14%) BDD
5 18 (25.71%) Analytics
6 14 (20.00%) Continuous Integration
6 14 (20.00%) Data Science
7 13 (18.57%) DevOps
7 13 (18.57%) Technical Leadership
8 12 (17.14%) Test Automation
9 11 (15.71%) Continuous Improvement
9 11 (15.71%) Software Engineering
10 10 (14.29%) Coaching
10 10 (14.29%) ETL
10 10 (14.29%) Mentoring
11 9 (12.86%) Configuration Management
12 7 (10.00%) Computer Science
12 7 (10.00%) Digital Transformation Programme
12 7 (10.00%) Machine Learning
12 7 (10.00%) Microservices
Programming Languages
1 45 (64.29%) Python
2 32 (45.71%) SQL
3 23 (32.86%) Scala
4 22 (31.43%) Java
5 13 (18.57%) JavaScript
6 9 (12.86%) C#
7 6 (8.57%) C
7 6 (8.57%) R
8 5 (7.14%) Ruby
9 4 (5.71%) Groovy
10 3 (4.29%) Bash Shell
10 3 (4.29%) PowerShell
11 2 (2.86%) C++
11 2 (2.86%) Julia
11 2 (2.86%) Perl
12 1 (1.43%) Go
12 1 (1.43%) Java 8
12 1 (1.43%) Kotlin
Qualifications
1 10 (14.29%) Degree
2 7 (10.00%) Computer Science Degree
3 6 (8.57%) Postgraduate
4 2 (2.86%) PMI Certification
5 1 (1.43%) PhD
System Software
1 16 (22.86%) Docker
2 15 (21.43%) HDFS
3 4 (5.71%) Virtual Machines
Systems Management
1 25 (35.71%) Ansible
2 19 (27.14%) Opscode Chef
3 17 (24.29%) Puppet
4 16 (22.86%) Kubernetes
5 14 (20.00%) Terraform
6 4 (5.71%) Hadoop YARN
7 2 (2.86%) Mesos
8 1 (1.43%) Graphite
8 1 (1.43%) Nagios
8 1 (1.43%) Opsview
Vendors
1 7 (10.00%) Cloudera
2 3 (4.29%) Informatica
3 2 (2.86%) Microsoft
3 2 (2.86%) Tableau
4 1 (1.43%) Anaplan
4 1 (1.43%) Cognos
4 1 (1.43%) Oracle
4 1 (1.43%) SAP