Period
to 25 April 2019

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 25 April 2019 with a comparison to the same period in the previous 2 years.

Apache Hadoop
6 months to
25 Apr 2019
Same period 2018 Same period 2017
Rank 153 152 191
Rank change year-on-year -1 +39 -44
Permanent jobs citing Hadoop 30 69 35
As % of all permanent IT jobs advertised in Leeds 0.91% 1.36% 0.68%
As % of the Database & Business Intelligence category 3.51% 5.12% 2.17%
Number of salaries quoted 24 50 27
Leeds median annual salary £49,669 £52,500 £50,000
Median salary % change year-on-year -5.39% +5.00% -
10th Percentile £44,125 £34,429 £38,750
90th Percentile £63,354 £67,500 £68,750
West Yorkshire median annual salary £49,337 £52,500 £50,000
% change year-on-year -6.02% +5.00% -

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 855 1,347 1,616
As % of all permanent IT jobs advertised in Leeds 25.93% 26.49% 31.36%
Number of salaries quoted 780 1,157 1,451
Leeds median annual salary £44,750 £45,000 £42,500
Median salary % change year-on-year -0.56% +5.88% +6.25%
10th Percentile £30,000 £30,500 £28,000
90th Percentile £62,585 £61,250 £60,000
West Yorkshire median annual salary £42,500 £42,500 £40,500
% change year-on-year - +4.94% +1.25%

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 25 April 2019.

Salary histogram for Hadoop in Leeds

For the 6 months to 25 April 2019, 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 29 (96.67%) SQL
2 26 (86.67%) Big Data
2 26 (86.67%) Apache Spark
3 25 (83.33%) Python
4 23 (76.67%) Apache Hive
5 21 (70.00%) NoSQL
5 21 (70.00%) Analytics
5 21 (70.00%) Agile Software Development
6 20 (66.67%) Unix
7 18 (60.00%) ETL
8 17 (56.67%) Machine Learning
8 17 (56.67%) Scala
9 16 (53.33%) Data Engineering
10 15 (50.00%) Mentoring
10 15 (50.00%) HDFS
10 15 (50.00%) DevOps
10 15 (50.00%) Java
10 15 (50.00%) Data Analysis
11 14 (46.67%) Use Case
11 14 (46.67%) Data Integration
11 14 (46.67%) Oracle
11 14 (46.67%) Coaching
11 14 (46.67%) Data Transformation
11 14 (46.67%) Oozie
11 14 (46.67%) Data Reconciliation
11 14 (46.67%) Spark SQL
11 14 (46.67%) Spark Streaming
11 14 (46.67%) MongoDB
11 14 (46.67%) Apache Cassandra
11 14 (46.67%) HBase

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 26 (86.67%) Apache Spark
2 6 (20.00%) Elasticsearch
2 6 (20.00%) nginx
3 3 (10.00%) SharePoint
4 2 (6.67%) SAS
5 1 (3.33%) Apache
Applications
1 3 (10.00%) Microsoft Office
2 1 (3.33%) SPSS
2 1 (3.33%) Stata
Cloud Services
1 14 (46.67%) GitHub
2 8 (26.67%) Amazon AWS
3 2 (6.67%) Microsoft Azure
4 1 (3.33%) Google Cloud Platform
Database & Business Intelligence
1 26 (86.67%) Big Data
2 23 (76.67%) Apache Hive
3 21 (70.00%) NoSQL
4 14 (46.67%) Apache Cassandra
4 14 (46.67%) HBase
4 14 (46.67%) MongoDB
4 14 (46.67%) Spark SQL
4 14 (46.67%) Sqoop
5 8 (26.67%) PostgreSQL
6 7 (23.33%) Data Lake
7 6 (20.00%) Redis
7 6 (20.00%) Riak
8 5 (16.67%) Power BI
9 4 (13.33%) SQL Server
9 4 (13.33%) SQL Server Analysis Services
9 4 (13.33%) SQL Server Integration Services
9 4 (13.33%) SQL Server Reporting Services
10 3 (10.00%) Data Warehouse
10 3 (10.00%) PerformancePoint
10 3 (10.00%) SQL Server 2016
Development Applications
1 6 (20.00%) Git (software)
1 6 (20.00%) Mercurial
1 6 (20.00%) Subversion
2 5 (16.67%) Jenkins
General
1 1 (3.33%) Marketing
Job Titles
1 16 (53.33%) Big Data Engineer
1 16 (53.33%) Data Engineer
2 10 (33.33%) Developer
3 8 (26.67%) Python Engineer
4 6 (20.00%) Python Developer
4 6 (20.00%) Senior Data Engineer
5 3 (10.00%) Data Warehouse Developer
6 2 (6.67%) Consultant
6 2 (6.67%) Data Scientist
7 1 (3.33%) Business Intelligence Consultant
7 1 (3.33%) Data Consultant
7 1 (3.33%) Database Developer
7 1 (3.33%) Senior Database Developer
7 1 (3.33%) Senior Developer
Libraries, Frameworks & Software Standards
1 14 (46.67%) Spark Streaming
2 10 (33.33%) Kafka
3 6 (20.00%) RabbitMQ
4 1 (3.33%) LAPP Stack
4 1 (3.33%) Natural Language Processing
Miscellaneous
1 3 (10.00%) Data Structures
2 1 (3.33%) Analytical Skills
2 1 (3.33%) Greenfield Project
Operating Systems
1 20 (66.67%) Unix
2 7 (23.33%) Linux
Processes & Methodologies
1 21 (70.00%) Agile Software Development
1 21 (70.00%) Analytics
2 18 (60.00%) ETL
3 17 (56.67%) Machine Learning
4 16 (53.33%) Data Engineering
5 15 (50.00%) Data Analysis
5 15 (50.00%) DevOps
5 15 (50.00%) Mentoring
6 14 (46.67%) Coaching
6 14 (46.67%) Data Integration
6 14 (46.67%) Data Reconciliation
6 14 (46.67%) Data Transformation
6 14 (46.67%) Use Case
7 10 (33.33%) Data Modelling
8 7 (23.33%) Project Management
9 6 (20.00%) Collaborative Working
9 6 (20.00%) Continuous Integration
9 6 (20.00%) Data Architecture
9 6 (20.00%) TDD
9 6 (20.00%) Waterfall
Programming Languages
1 29 (96.67%) SQL
2 25 (83.33%) Python
3 17 (56.67%) Scala
4 15 (50.00%) Java
5 4 (13.33%) R
6 1 (3.33%) JavaScript
6 1 (3.33%) VBA
Qualifications
1 1 (3.33%) PhD
1 1 (3.33%) Security Cleared
Quality Assurance & Compliance
1 7 (23.33%) QA
System Software
1 15 (50.00%) HDFS
2 14 (46.67%) Apache Flume
Systems Management
1 14 (46.67%) Oozie
2 6 (20.00%) Ansible
3 1 (3.33%) Kibana
Vendors
1 14 (46.67%) Cloudera
1 14 (46.67%) Hortonworks
1 14 (46.67%) Oracle
2 4 (13.33%) Tableau
3 3 (10.00%) Microsoft
3 3 (10.00%) SAP
4 2 (6.67%) Splunk
5 1 (3.33%) Dataiku
5 1 (3.33%) Google
5 1 (3.33%) Talend