Period
to 21 April 2019

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

Apache Hadoop
England > Yorkshire
6 months to
21 Apr 2019
Same period 2018 Same period 2017
Rank 231 219 266
Rank change year-on-year -12 +47 -50
Permanent jobs citing Hadoop 59 86 66
As % of all permanent IT jobs advertised in Yorkshire 0.78% 0.83% 0.62%
As % of the Database & Business Intelligence category 3.06% 2.99% 1.95%
Number of salaries quoted 40 64 48
Yorkshire median annual salary £50,000 £52,500 £47,500
Median salary % change year-on-year -4.76% +10.53% -2.56%
10th Percentile £42,450 £26,663 £32,500
90th Percentile £80,750 £67,500 £61,875
England median annual salary £70,000 £67,500 £65,000
% change year-on-year +3.70% +3.85% -

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 1,929 2,879 3,391
As % of all permanent IT jobs advertised in Yorkshire 25.51% 27.75% 31.97%
Number of salaries quoted 1,707 2,519 2,957
Yorkshire median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% -
10th Percentile £28,750 £27,500 £26,750
90th Percentile £60,000 £60,000 £58,000
England median annual salary £52,500 £50,000 £47,500
% 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 21 April 2019.

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 21 April 2019. 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 +14 34 £49,669 -5.39% 3
North Yorkshire -12 13 £45,000 +80.00%
South Yorkshire +4 12 £100,000 +73.91%
Hadoop
England

For the 6 months to 21 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 Yorkshire region with a requirement for Hadoop.

1 44 (74.58%) Big Data
2 38 (64.41%) SQL
3 35 (59.32%) Apache Spark
4 33 (55.93%) Agile Software Development
5 30 (50.85%) Python
6 29 (49.15%) DevOps
7 28 (47.46%) Apache Hive
8 27 (45.76%) NoSQL
9 24 (40.68%) Analytics
10 22 (37.29%) Oracle
11 21 (35.59%) Unix
12 20 (33.90%) Linux
12 20 (33.90%) Machine Learning
13 19 (32.20%) Scala
14 18 (30.51%) ETL
14 18 (30.51%) Java
15 17 (28.81%) Finance
15 17 (28.81%) Apache Cassandra
15 17 (28.81%) Data Analysis
15 17 (28.81%) Kafka
15 17 (28.81%) HBase
15 17 (28.81%) Data Engineering
15 17 (28.81%) HDFS
16 16 (27.12%) Mentoring
16 16 (27.12%) MongoDB
16 16 (27.12%) Amazon AWS
17 15 (25.42%) Use Case
17 15 (25.42%) Data Integration
17 15 (25.42%) Oozie
17 15 (25.42%) Hortonworks

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 35 (59.32%) Apache Spark
2 8 (13.56%) Elasticsearch
3 6 (10.17%) nginx
4 4 (6.78%) SharePoint
5 3 (5.08%) SAS
6 2 (3.39%) Apache
7 1 (1.69%) Apache Pig
7 1 (1.69%) Oracle SOA Suite
Applications
1 3 (5.08%) Microsoft Office
2 1 (1.69%) SPSS
2 1 (1.69%) Stata
2 1 (1.69%) Weka
Business Applications
1 1 (1.69%) Dynamics CRM
Cloud Services
1 16 (27.12%) Amazon AWS
2 14 (23.73%) GitHub
3 6 (10.17%) Microsoft Azure
4 2 (3.39%) Cloud Computing
4 2 (3.39%) Google Cloud Platform
5 1 (1.69%) Amazon S3
Communications & Networking
1 1 (1.69%) Kerberos
Database & Business Intelligence
1 44 (74.58%) Big Data
2 28 (47.46%) Apache Hive
3 27 (45.76%) NoSQL
4 17 (28.81%) Apache Cassandra
4 17 (28.81%) HBase
5 16 (27.12%) MongoDB
6 14 (23.73%) Spark SQL
6 14 (23.73%) Sqoop
7 13 (22.03%) SQL Server
8 12 (20.34%) PostgreSQL
9 8 (13.56%) Data Lake
10 7 (11.86%) DB2
10 7 (11.86%) Redis
11 6 (10.17%) Power BI
11 6 (10.17%) Riak
11 6 (10.17%) SQL Server Integration Services
12 4 (6.78%) SQL Server Analysis Services
12 4 (6.78%) SQL Server Reporting Services
13 3 (5.08%) Data Warehouse
13 3 (5.08%) PerformancePoint
Development Applications
1 8 (13.56%) JIRA
2 7 (11.86%) TeamCity
3 6 (10.17%) Git (software)
3 6 (10.17%) Jenkins
3 6 (10.17%) Mercurial
3 6 (10.17%) Subversion
4 1 (1.69%) Maven
General
1 17 (28.81%) Finance
2 7 (11.86%) Banking
2 7 (11.86%) Czech Language
2 7 (11.86%) Investment Banking
3 1 (1.69%) Marketing
3 1 (1.69%) Retail
Job Titles
1 17 (28.81%) Big Data Engineer
1 17 (28.81%) Data Engineer
2 11 (18.64%) Developer
3 10 (16.95%) DevOps Engineer
4 8 (13.56%) Analyst
4 8 (13.56%) Python Engineer
5 7 (11.86%) Cybersecurity Analyst
6 6 (10.17%) Python Developer
6 6 (10.17%) Senior Data Engineer
7 3 (5.08%) Architect
7 3 (5.08%) Consultant
7 3 (5.08%) Data Scientist
7 3 (5.08%) Data Warehouse Developer
8 2 (3.39%) Applications Architect
8 2 (3.39%) Business Intelligence Consultant
8 2 (3.39%) Senior Architect
9 1 (1.69%) Data Consultant
9 1 (1.69%) Java Engineer
9 1 (1.69%) Senior Database Developer
9 1 (1.69%) Senior Developer
Libraries, Frameworks & Software Standards
1 17 (28.81%) Kafka
2 14 (23.73%) Spark Streaming
3 6 (10.17%) RabbitMQ
4 4 (6.78%) AngularJS
4 4 (6.78%) Node.js
5 3 (5.08%) Middleware
6 2 (3.39%) LAPP Stack
6 2 (3.39%) React
6 2 (3.39%) TensorFlow
6 2 (3.39%) XML
7 1 (1.69%) .NET
7 1 (1.69%) Apache Tez
7 1 (1.69%) Elastic Stack
7 1 (1.69%) HTML
7 1 (1.69%) Memcached
7 1 (1.69%) MyBatis
7 1 (1.69%) Natural Language Processing
7 1 (1.69%) NumPy
7 1 (1.69%) RESTful
7 1 (1.69%) Ruby on Rails
Miscellaneous
1 7 (11.86%) Derivative
2 3 (5.08%) Analytical Skills
2 3 (5.08%) Data Structures
3 2 (3.39%) Cloud Native
4 1 (1.69%) Algorithms
4 1 (1.69%) Greenfield Project
4 1 (1.69%) Mobile App
4 1 (1.69%) Replication
Operating Systems
1 21 (35.59%) Unix
2 20 (33.90%) Linux
3 7 (11.86%) Red Hat Enterprise Linux
3 7 (11.86%) Windows
4 3 (5.08%) CentOS
Processes & Methodologies
1 33 (55.93%) Agile Software Development
2 29 (49.15%) DevOps
3 24 (40.68%) Analytics
4 20 (33.90%) Machine Learning
5 18 (30.51%) ETL
6 17 (28.81%) Data Analysis
6 17 (28.81%) Data Engineering
7 16 (27.12%) Mentoring
8 15 (25.42%) Data Integration
8 15 (25.42%) Use Case
9 14 (23.73%) Coaching
9 14 (23.73%) Data Reconciliation
9 14 (23.73%) Data Transformation
10 10 (16.95%) Computer Science
10 10 (16.95%) Data Modelling
11 9 (15.25%) Continuous Integration
11 9 (15.25%) Mathematics
11 9 (15.25%) Technical Leadership
12 8 (13.56%) Business Intelligence
12 8 (13.56%) TDD
Programming Languages
1 38 (64.41%) SQL
2 30 (50.85%) Python
3 19 (32.20%) Scala
4 18 (30.51%) Java
5 7 (11.86%) Bash Shell
6 5 (8.47%) R
7 2 (3.39%) Java 8
7 2 (3.39%) JavaScript
7 2 (3.39%) MATLAB
8 1 (1.69%) C#
8 1 (1.69%) PHP
8 1 (1.69%) Ruby
8 1 (1.69%) VBA
Qualifications
1 8 (13.56%) Degree
2 7 (11.86%) CISA
2 7 (11.86%) CISM
2 7 (11.86%) CISSP
3 4 (6.78%) Security Cleared
4 1 (1.69%) Computer Science Degree
4 1 (1.69%) PhD
Quality Assurance & Compliance
1 7 (11.86%) QA
System Software
1 17 (28.81%) HDFS
2 14 (23.73%) Apache Flume
3 1 (1.69%) Apache ZooKeeper
3 1 (1.69%) Docker
Systems Management
1 15 (25.42%) Oozie
2 6 (10.17%) Ansible
3 3 (5.08%) Hadoop YARN
3 3 (5.08%) Opscode Chef
3 3 (5.08%) Puppet
3 3 (5.08%) Terraform
4 1 (1.69%) CFEngine
4 1 (1.69%) Kibana
Vendors
1 22 (37.29%) Oracle
2 15 (25.42%) Cloudera
2 15 (25.42%) Hortonworks
3 7 (11.86%) Perforce
3 7 (11.86%) Red Hat
3 7 (11.86%) Sybase
4 4 (6.78%) Microsoft
4 4 (6.78%) Tableau
5 3 (5.08%) Google
5 3 (5.08%) SAP
6 2 (3.39%) Splunk
6 2 (3.39%) Talend
7 1 (1.69%) Ab Initio
7 1 (1.69%) Dataiku