Period
to 9 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Leeds 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 9 December 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
6 months to
9 Dec 2018
Same period 2017 Same period 2016
Rank 165 173 169
Rank change year-on-year +8 -4 +39
Permanent jobs citing Hadoop 27 44 71
As % of all permanent IT jobs advertised in Leeds 0.74% 0.90% 1.31%
As % of the Database & Business Intelligence category 3.22% 3.21% 4.18%
Number of salaries quoted 19 43 74
Leeds median annual salary £50,500 £50,000 £50,000
Median salary % change year-on-year +1.00% - +5.26%
10th Percentile £38,250 £40,250 £33,625
90th Percentile £71,250 £64,500 £62,500
West Yorkshire median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +5.26%

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 Leeds with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Leeds
Permanent vacancies with a requirement for database or business intelligence skills 839 1,372 1,700
As % of all permanent IT jobs advertised in Leeds 22.93% 28.04% 31.48%
Number of salaries quoted 700 1,215 1,538
Leeds median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -
10th Percentile £31,250 £30,000 £28,448
90th Percentile £58,875 £60,000 £56,250
West Yorkshire median annual salary £45,000 £44,000 £40,000
% change year-on-year +2.27% +10.00% -

Hadoop
Job Vacancy Trend in Leeds

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

Job vacancy trend for Hadoop in Leeds

Hadoop
Salary Trend in Leeds

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

Salary trend for Hadoop in Leeds

Hadoop
Salary Histogram in Leeds

The salary distribution of IT jobs citing Hadoop in Leeds over the 6 months to 9 December 2018.

Salary histogram for Hadoop in Leeds

For the 6 months to 9 December 2018, 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 Leeds region with a requirement for Hadoop.

1 23 (85.19%) Python
2 22 (81.48%) Agile Software Development
3 20 (74.07%) SQL
3 20 (74.07%) Apache Spark
4 15 (55.56%) Jenkins
5 14 (51.85%) MongoDB
5 14 (51.85%) NoSQL
6 13 (48.15%) Apache Cassandra
6 13 (48.15%) PostgreSQL
6 13 (48.15%) Software Engineering
7 12 (44.44%) Git (software)
8 11 (40.74%) Continuous Integration
8 11 (40.74%) TDD
8 11 (40.74%) Subversion
8 11 (40.74%) GIS
8 11 (40.74%) Apache
8 11 (40.74%) nginx
8 11 (40.74%) Mercurial
8 11 (40.74%) CouchDB
8 11 (40.74%) RabbitMQ
8 11 (40.74%) Redis
8 11 (40.74%) Riak
8 11 (40.74%) Elasticsearch
8 11 (40.74%) Ansible
8 11 (40.74%) DevOps
9 9 (33.33%) Amazon AWS
9 9 (33.33%) Java
10 8 (29.63%) SC Cleared
10 8 (29.63%) Security Cleared
10 8 (29.63%) Apache Hive

Hadoop
Co-occurring IT Skills in Leeds 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 20 (74.07%) Apache Spark
2 11 (40.74%) Apache
2 11 (40.74%) Elasticsearch
2 11 (40.74%) nginx
3 1 (3.70%) Apache Pig
3 1 (3.70%) SAS
Cloud Services
1 9 (33.33%) Amazon AWS
2 5 (18.52%) Microsoft Azure
3 4 (14.81%) IaaS
3 4 (14.81%) PaaS
3 4 (14.81%) SaaS
4 2 (7.41%) GitHub
5 1 (3.70%) Amazon EC2
5 1 (3.70%) Amazon EMR
5 1 (3.70%) Amazon Kinesis
5 1 (3.70%) Amazon S3
5 1 (3.70%) AWS Lambda
5 1 (3.70%) Serverless
Communications & Networking
1 1 (3.70%) Internet
Database & Business Intelligence
1 14 (51.85%) MongoDB
1 14 (51.85%) NoSQL
2 13 (48.15%) Apache Cassandra
2 13 (48.15%) PostgreSQL
3 11 (40.74%) CouchDB
3 11 (40.74%) GIS
3 11 (40.74%) Redis
3 11 (40.74%) Riak
4 8 (29.63%) Apache Hive
5 5 (18.52%) Big Data
5 5 (18.52%) HBase
5 5 (18.52%) SQL Server
6 3 (11.11%) Sqoop
7 2 (7.41%) Oracle BI EE
7 2 (7.41%) Spark SQL
8 1 (3.70%) MySQL
8 1 (3.70%) QlikView
8 1 (3.70%) SQL Server Analysis Services
8 1 (3.70%) SQL Server Integration Services
8 1 (3.70%) SQL Server Reporting Services
Development Applications
1 15 (55.56%) Jenkins
2 12 (44.44%) Git (software)
3 11 (40.74%) Mercurial
3 11 (40.74%) Subversion
4 4 (14.81%) Atlassian Bamboo
4 4 (14.81%) Bitbucket
4 4 (14.81%) JIRA
General
1 4 (14.81%) Finance
1 4 (14.81%) Financial Institution
2 1 (3.70%) Law
Job Titles
1 13 (48.15%) Developer
2 11 (40.74%) Python Developer
3 4 (14.81%) AWS DevOps
3 4 (14.81%) Data Engineer
3 4 (14.81%) Lead DevOps
3 4 (14.81%) Senior Developer
3 4 (14.81%) Site Engineer
3 4 (14.81%) Site Reliability Engineer
4 3 (11.11%) AWS DevOps Engineer
4 3 (11.11%) AWS Engineer
4 3 (11.11%) Big Data Engineer
4 3 (11.11%) DevOps Engineer
4 3 (11.11%) Hadoop Engineer
4 3 (11.11%) Lead DevOps Engineer
4 3 (11.11%) Python Engineer
5 2 (7.41%) Junior
5 2 (7.41%) Junior Developer
5 2 (7.41%) Junior Python Developer
5 2 (7.41%) Senior Python Developer
5 2 (7.41%) Technical Leader
Libraries, Frameworks & Software Standards
1 11 (40.74%) RabbitMQ
2 4 (14.81%) .NET
2 4 (14.81%) .NET Core
2 4 (14.81%) Kafka
2 4 (14.81%) Node.js
3 2 (7.41%) Spark Streaming
4 1 (3.70%) J2EE
4 1 (3.70%) REST
4 1 (3.70%) Web Services
Miscellaneous
1 4 (14.81%) Hybrid Cloud
1 4 (14.81%) Management Information System
2 1 (3.70%) Analytical Skills
2 1 (3.70%) Cloud Native
2 1 (3.70%) Enterprise Cloud
Operating Systems
1 2 (7.41%) Linux
1 2 (7.41%) Unix
Processes & Methodologies
1 22 (81.48%) Agile Software Development
2 13 (48.15%) Software Engineering
3 11 (40.74%) Continuous Integration
3 11 (40.74%) DevOps
3 11 (40.74%) TDD
4 6 (22.22%) ETL
5 5 (18.52%) Business Intelligence
5 5 (18.52%) Capacity Planning
6 4 (14.81%) Capacity Management
6 4 (14.81%) Change Management
6 4 (14.81%) Coaching
6 4 (14.81%) Disaster Recovery
6 4 (14.81%) IT Strategy
6 4 (14.81%) ITIL
6 4 (14.81%) ITSM
6 4 (14.81%) Scrum
6 4 (14.81%) Service Management
6 4 (14.81%) Site Reliability Engineering
6 4 (14.81%) Test Automation
7 3 (11.11%) Data Engineering
Programming Languages
1 23 (85.19%) Python
2 20 (74.07%) SQL
3 9 (33.33%) Java
4 4 (14.81%) Bash Shell
4 4 (14.81%) C#
4 4 (14.81%) C++
4 4 (14.81%) JavaScript
4 4 (14.81%) Perl
4 4 (14.81%) PowerShell
5 3 (11.11%) Scala
6 1 (3.70%) HiveQL
6 1 (3.70%) R
Qualifications
1 8 (29.63%) SC Cleared
1 8 (29.63%) Security Cleared
Quality Assurance & Compliance
1 1 (3.70%) Data Quality
1 1 (3.70%) GDPR
1 1 (3.70%) QA
System Software
1 8 (29.63%) HDFS
2 4 (14.81%) Docker
3 2 (7.41%) Apache Flume
Systems Management
1 11 (40.74%) Ansible
2 4 (14.81%) Hadoop YARN
2 4 (14.81%) Opscode Chef
3 3 (11.11%) Kubernetes
3 3 (11.11%) Oozie
3 3 (11.11%) Puppet
Vendors
1 4 (14.81%) Microsoft
2 3 (11.11%) Cloudera
2 3 (11.11%) Oracle
3 2 (7.41%) Hortonworks
4 1 (3.70%) Splunk
4 1 (3.70%) Tableau
4 1 (3.70%) Talend