Period
to 21 August 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 21 August 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
6 months to
21 Aug 2018
Same period 2017 Same period 2016
Rank 155 177 132
Rank change year-on-year +22 -45 +77
Permanent jobs citing Hadoop 58 53 119
As % of all permanent IT jobs advertised in Leeds 1.30% 1.07% 2.07%
As % of the Database & Business Intelligence category 5.29% 3.31% 6.52%
Number of salaries quoted 43 43 67
Leeds median annual salary £53,000 £50,000 £50,000
Median salary % change year-on-year +6.00% - +5.26%
10th Percentile £38,000 £40,000 £31,000
90th Percentile £72,250 £72,500 £62,500
West Yorkshire median annual salary £52,750 £50,000 £50,000
% change year-on-year +5.50% - +4.71%

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 1,096 1,601 1,824
As % of all permanent IT jobs advertised in Leeds 24.61% 32.33% 31.66%
Number of salaries quoted 912 1,408 1,494
Leeds median annual salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50% -
10th Percentile £31,250 £29,750 £27,500
90th Percentile £65,000 £62,500 £60,000
West Yorkshire median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -

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 21 August 2018.

Salary histogram for Hadoop in Leeds

For the 6 months to 21 August 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 36 (62.07%) Agile Software Development
2 35 (60.34%) Apache Spark
3 27 (46.55%) Apache Hive
3 27 (46.55%) Java
4 26 (44.83%) Python
5 23 (39.66%) SQL
6 20 (34.48%) Amazon AWS
6 20 (34.48%) DevOps
7 19 (32.76%) Big Data
8 17 (29.31%) Data Science
8 17 (29.31%) Microsoft
9 15 (25.86%) ETL
9 15 (25.86%) HBase
9 15 (25.86%) MapReduce
9 15 (25.86%) Analytics
10 14 (24.14%) Data Analytics
10 14 (24.14%) Business Intelligence
10 14 (24.14%) Microsoft Azure
11 13 (22.41%) Linux
11 13 (22.41%) JavaScript
12 12 (20.69%) Data Integration
12 12 (20.69%) PaaS
12 12 (20.69%) Capacity Planning
12 12 (20.69%) IaaS
12 12 (20.69%) HDFS
13 11 (18.97%) SDLC
13 11 (18.97%) Finance
14 10 (17.24%) Change Management
14 10 (17.24%) Financial Institution
14 10 (17.24%) Disaster Recovery

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 35 (60.34%) Apache Spark
2 5 (8.62%) Apache
3 3 (5.17%) Apache Pig
4 2 (3.45%) Apache Solr
4 2 (3.45%) Elasticsearch
4 2 (3.45%) Tomcat
Cloud Services
1 20 (34.48%) Amazon AWS
2 14 (24.14%) Microsoft Azure
3 12 (20.69%) IaaS
3 12 (20.69%) PaaS
4 10 (17.24%) SaaS
5 1 (1.72%) Amazon EC2
5 1 (1.72%) Amazon EMR
5 1 (1.72%) Amazon Kinesis
5 1 (1.72%) Amazon S3
5 1 (1.72%) AWS Lambda
5 1 (1.72%) Serverless
Database & Business Intelligence
1 27 (46.55%) Apache Hive
2 19 (32.76%) Big Data
3 15 (25.86%) HBase
4 10 (17.24%) SQL Server
5 7 (12.07%) Data Lake
5 7 (12.07%) Pentaho
6 6 (10.34%) Azure SQL Database
7 5 (8.62%) Data Warehouse
7 5 (8.62%) Sqoop
8 4 (6.90%) Impala
8 4 (6.90%) MOLAP
8 4 (6.90%) MongoDB
8 4 (6.90%) OLAP
8 4 (6.90%) ROLAP
9 2 (3.45%) NoSQL
9 2 (3.45%) Oracle BI EE
9 2 (3.45%) Redis
10 1 (1.72%) BusinessObjects
10 1 (1.72%) DB2
10 1 (1.72%) QlikView
Development Applications
1 10 (17.24%) Atlassian Bamboo
1 10 (17.24%) Bitbucket
1 10 (17.24%) JIRA
2 5 (8.62%) Jenkins
3 2 (3.45%) Git (software)
3 2 (3.45%) Maven
General
1 11 (18.97%) Finance
2 10 (17.24%) Financial Institution
3 7 (12.07%) Marketing
4 1 (1.72%) Games
4 1 (1.72%) Retail
Job Titles
1 17 (29.31%) Architect
2 15 (25.86%) Data Engineer
3 14 (24.14%) Data Architect
4 9 (15.52%) DevOps Engineer
5 6 (10.34%) Big Data Engineer
6 5 (8.62%) Operations Engineer
6 5 (8.62%) Site Engineer
6 5 (8.62%) Site Reliability Engineer
7 4 (6.90%) AWS DevOps
7 4 (6.90%) Data Analytics Architect
7 4 (6.90%) Lead Architect
7 4 (6.90%) Lead Data Architect
7 4 (6.90%) Lead DevOps
8 3 (5.17%) AWS DevOps Engineer
8 3 (5.17%) AWS Engineer
8 3 (5.17%) Data Scientist
8 3 (5.17%) Hadoop Engineer
8 3 (5.17%) Lead DevOps Engineer
8 3 (5.17%) Solutions Architect
9 2 (3.45%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 10 (17.24%) .NET
1 10 (17.24%) .NET Core
1 10 (17.24%) Kafka
1 10 (17.24%) Node.js
2 7 (12.07%) REST
3 6 (10.34%) JSON
3 6 (10.34%) SOAP
3 6 (10.34%) XML
4 5 (8.62%) Web Services
5 4 (6.90%) XSD
6 2 (3.45%) Apache Tez
6 2 (3.45%) J2EE
6 2 (3.45%) Spring
6 2 (3.45%) Spring Boot
7 1 (1.72%) ggplot
7 1 (1.72%) J2SE
Miscellaneous
1 10 (17.24%) Management Information System
2 9 (15.52%) Hybrid Cloud
3 5 (8.62%) Analytical Skills
4 4 (6.90%) Replication
4 4 (6.90%) Taxonomies
5 3 (5.17%) Algorithms
6 1 (1.72%) Cloud Native
6 1 (1.72%) Data Centre
6 1 (1.72%) Enterprise Cloud
Operating Systems
1 13 (22.41%) Linux
2 9 (15.52%) Red Hat Enterprise Linux
3 1 (1.72%) Unix
Processes & Methodologies
1 36 (62.07%) Agile Software Development
2 20 (34.48%) DevOps
3 17 (29.31%) Data Science
4 15 (25.86%) Analytics
4 15 (25.86%) ETL
4 15 (25.86%) MapReduce
5 14 (24.14%) Business Intelligence
5 14 (24.14%) Data Analytics
6 12 (20.69%) Capacity Planning
6 12 (20.69%) Data Integration
7 11 (18.97%) SDLC
8 10 (17.24%) Capacity Management
8 10 (17.24%) Change Management
8 10 (17.24%) Disaster Recovery
8 10 (17.24%) IT Strategy
8 10 (17.24%) ITIL
8 10 (17.24%) ITSM
8 10 (17.24%) Service Management
8 10 (17.24%) Site Reliability Engineering
8 10 (17.24%) Test Automation
Programming Languages
1 27 (46.55%) Java
2 26 (44.83%) Python
3 23 (39.66%) SQL
4 13 (22.41%) JavaScript
5 10 (17.24%) Bash Shell
5 10 (17.24%) C#
5 10 (17.24%) C++
5 10 (17.24%) Perl
5 10 (17.24%) PowerShell
5 10 (17.24%) R
6 9 (15.52%) Scala
7 3 (5.17%) MATLAB
8 2 (3.45%) Ruby
9 1 (1.72%) PL/SQL
Qualifications
1 3 (5.17%) AWS Certification
1 3 (5.17%) Degree
2 1 (1.72%) Security Cleared
Quality Assurance & Compliance
1 2 (3.45%) Data Quality
System Software
1 12 (20.69%) HDFS
2 5 (8.62%) Docker
3 4 (6.90%) Apache Flume
Systems Management
1 5 (8.62%) Hadoop YARN
1 5 (8.62%) Oozie
1 5 (8.62%) Opscode Chef
2 4 (6.90%) Puppet
3 3 (5.17%) Kubernetes
4 1 (1.72%) Ansible
4 1 (1.72%) Data Guard
4 1 (1.72%) Enterprise Manager Cloud Control
4 1 (1.72%) Oracle RMAN
Vendors
1 17 (29.31%) Microsoft
2 9 (15.52%) Red Hat
3 7 (12.07%) Informatica
3 7 (12.07%) Talend
4 5 (8.62%) Capita
4 5 (8.62%) Cloudera
5 3 (5.17%) Oracle
6 1 (1.72%) Tableau