Period
to 16 December 2018

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 16 December 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > Yorkshire
6 months to
16 Dec 2018
Same period 2017 Same period 2016
Rank 202 255 250
Rank change year-on-year +53 -5 +20
Permanent jobs citing Hadoop 78 53 93
As % of all permanent IT jobs advertised in Yorkshire 0.99% 0.54% 0.84%
As % of the Database & Business Intelligence category 3.83% 1.94% 2.82%
Number of salaries quoted 49 50 93
Yorkshire median annual salary £55,000 £50,000 £50,000
Median salary % change year-on-year +10.00% - +5.26%
10th Percentile £41,000 £39,975 £33,250
90th Percentile £110,000 £62,750 £62,500
England median annual salary £70,000 £65,000 £62,500
% change year-on-year +7.69% +4.00% -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 2,036 2,733 3,303
As % of all permanent IT jobs advertised in Yorkshire 25.95% 28.06% 29.88%
Number of salaries quoted 1,709 2,365 2,871
Yorkshire median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% -
10th Percentile £27,500 £27,350 £27,500
90th Percentile £57,500 £60,000 £57,500
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +5.56%

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 16 December 2018.

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 16 December 2018. 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 +32 44 £52,750 +5.50% 8
South Yorkshire +13 19 £100,000 +100.00% 2
North Yorkshire +11 15 £44,500 - 2
Hadoop
England

For the 6 months to 16 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 Yorkshire region with a requirement for Hadoop.

1 40 (51.28%) Agile Software Development
2 35 (44.87%) Apache Spark
3 34 (43.59%) Python
4 33 (42.31%) Finance
5 32 (41.03%) SQL
6 29 (37.18%) DevOps
6 29 (37.18%) Big Data
7 28 (35.90%) Java
8 26 (33.33%) NoSQL
9 24 (30.77%) Amazon AWS
10 23 (29.49%) Git (software)
10 23 (29.49%) PostgreSQL
11 21 (26.92%) Software Engineering
11 21 (26.92%) Continuous Integration
11 21 (26.92%) Jenkins
12 19 (24.36%) Oracle
13 18 (23.08%) SQL Server
13 18 (23.08%) Kafka
13 18 (23.08%) Apache Cassandra
14 17 (21.79%) Elasticsearch
15 16 (20.51%) Redis
15 16 (20.51%) JIRA
15 16 (20.51%) TDD
16 15 (19.23%) Node.js
17 14 (17.95%) MongoDB
17 14 (17.95%) Linux
18 13 (16.67%) Apache Hive
19 12 (15.38%) Ansible
19 12 (15.38%) GitHub
19 12 (15.38%) Bash Shell

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 (44.87%) Apache Spark
2 17 (21.79%) Elasticsearch
3 11 (14.10%) Apache
3 11 (14.10%) nginx
4 5 (6.41%) Oracle SOA Suite
4 5 (6.41%) SAS
5 3 (3.85%) Apache Pig
6 1 (1.28%) Apache Solr
6 1 (1.28%) IBM Notes
6 1 (1.28%) SharePoint
Applications
1 2 (2.56%) Microsoft Project
2 1 (1.28%) Microsoft Excel
2 1 (1.28%) Microsoft PowerPoint
2 1 (1.28%) MS Visio
Business Applications
1 1 (1.28%) Dynamics CRM
Cloud Services
1 24 (30.77%) Amazon AWS
2 12 (15.38%) GitHub
3 10 (12.82%) Microsoft Azure
4 5 (6.41%) Cloud Computing
5 4 (5.13%) IaaS
5 4 (5.13%) PaaS
5 4 (5.13%) SaaS
6 2 (2.56%) Serverless
7 1 (1.28%) Amazon EC2
7 1 (1.28%) Amazon EMR
7 1 (1.28%) Amazon Kinesis
7 1 (1.28%) Amazon S3
7 1 (1.28%) AWS Lambda
7 1 (1.28%) Google Cloud Platform
Communications & Networking
1 1 (1.28%) Internet
Database & Business Intelligence
1 29 (37.18%) Big Data
2 26 (33.33%) NoSQL
3 23 (29.49%) PostgreSQL
4 18 (23.08%) Apache Cassandra
4 18 (23.08%) SQL Server
5 16 (20.51%) Redis
6 14 (17.95%) MongoDB
7 13 (16.67%) Apache Hive
8 11 (14.10%) CouchDB
8 11 (14.10%) GIS
8 11 (14.10%) Riak
9 8 (10.26%) DB2
10 7 (8.97%) MySQL
11 6 (7.69%) HBase
11 6 (7.69%) RDBMS
11 6 (7.69%) Relational Database
12 5 (6.41%) QlikView
13 4 (5.13%) Oracle BI EE
13 4 (5.13%) SQL Server Integration Services
14 3 (3.85%) SQL Server Reporting Services
Development Applications
1 23 (29.49%) Git (software)
2 21 (26.92%) Jenkins
3 16 (20.51%) JIRA
4 11 (14.10%) Mercurial
4 11 (14.10%) Subversion
5 7 (8.97%) TeamCity
6 5 (6.41%) Maven
7 4 (5.13%) Atlassian Bamboo
7 4 (5.13%) Bitbucket
General
1 33 (42.31%) Finance
2 8 (10.26%) Banking
3 7 (8.97%) Czech Language
3 7 (8.97%) Investment Banking
4 5 (6.41%) Financial Institution
4 5 (6.41%) Retail
5 1 (1.28%) Law
Job Titles
1 15 (19.23%) Developer
2 13 (16.67%) DevOps Engineer
3 11 (14.10%) Python Developer
4 10 (12.82%) Architect
4 10 (12.82%) Software Asset Manager
4 10 (12.82%) Software Manager
5 9 (11.54%) Analyst
6 8 (10.26%) Cybersecurity Analyst
7 5 (6.41%) Applications Architect
7 5 (6.41%) Senior Architect
7 5 (6.41%) Senior Developer
7 5 (6.41%) Technical Architect
8 4 (5.13%) AWS DevOps
8 4 (5.13%) Data Engineer
8 4 (5.13%) Lead DevOps
8 4 (5.13%) Site Engineer
8 4 (5.13%) Site Reliability Engineer
9 3 (3.85%) AWS DevOps Engineer
9 3 (3.85%) AWS Engineer
9 3 (3.85%) Python Engineer
Libraries, Frameworks & Software Standards
1 18 (23.08%) Kafka
2 15 (19.23%) Node.js
3 11 (14.10%) AngularJS
3 11 (14.10%) CSS
3 11 (14.10%) RabbitMQ
4 10 (12.82%) CSS3
4 10 (12.82%) Middleware
5 6 (7.69%) TensorFlow
5 6 (7.69%) XML
6 5 (6.41%) .NET
6 5 (6.41%) Elastic Stack
6 5 (6.41%) Memcached
6 5 (6.41%) React
7 4 (5.13%) .NET Core
8 2 (2.56%) Spark Streaming
8 2 (2.56%) Web Services
9 1 (1.28%) J2EE
9 1 (1.28%) LDAP
9 1 (1.28%) REST
9 1 (1.28%) SOAP
Miscellaneous
1 9 (11.54%) Analytical Skills
2 7 (8.97%) Derivative
3 6 (7.69%) Cloud Native
4 5 (6.41%) Management Information System
4 5 (6.41%) Mobile App
5 4 (5.13%) Hybrid Cloud
6 2 (2.56%) Algorithms
7 1 (1.28%) Analytical Mindset
7 1 (1.28%) Enterprise Cloud
7 1 (1.28%) Semantic Web
7 1 (1.28%) User Experience
Operating Systems
1 14 (17.95%) Linux
2 9 (11.54%) Red Hat Enterprise Linux
3 7 (8.97%) Windows
4 3 (3.85%) CentOS
5 2 (2.56%) Unix
6 1 (1.28%) Debian
6 1 (1.28%) Fedora
6 1 (1.28%) SUSE
6 1 (1.28%) Ubuntu
Processes & Methodologies
1 40 (51.28%) Agile Software Development
2 29 (37.18%) DevOps
3 21 (26.92%) Continuous Integration
3 21 (26.92%) Software Engineering
4 16 (20.51%) TDD
5 11 (14.10%) Analytics
5 11 (14.10%) Business Intelligence
6 10 (12.82%) Asset Management
6 10 (12.82%) Software Asset Management
6 10 (12.82%) Software Audit
6 10 (12.82%) Software Licensing
7 9 (11.54%) Computer Science
7 9 (11.54%) IT Strategy
8 8 (10.26%) Cybersecurity
8 8 (10.26%) ETL
8 8 (10.26%) Information Security
8 8 (10.26%) Mathematics
8 8 (10.26%) SDLC
9 7 (8.97%) Presales
9 7 (8.97%) UML
Programming Languages
1 34 (43.59%) Python
2 32 (41.03%) SQL
3 28 (35.90%) Java
4 12 (15.38%) Bash Shell
5 10 (12.82%) Scala
6 6 (7.69%) Java 8
7 5 (6.41%) C#
7 5 (6.41%) JavaScript
8 4 (5.13%) C++
8 4 (5.13%) Perl
8 4 (5.13%) PowerShell
8 4 (5.13%) R
9 1 (1.28%) HiveQL
9 1 (1.28%) MATLAB
9 1 (1.28%) PHP
9 1 (1.28%) PL/SQL
9 1 (1.28%) Ruby
9 1 (1.28%) Shell Script
Qualifications
1 11 (14.10%) Security Cleared
2 9 (11.54%) Degree
3 8 (10.26%) CISA
3 8 (10.26%) CISM
3 8 (10.26%) CISSP
3 8 (10.26%) SC Cleared
Quality Assurance & Compliance
1 1 (1.28%) Data Quality
1 1 (1.28%) GDPR
1 1 (1.28%) QA
System Software
1 8 (10.26%) HDFS
2 5 (6.41%) Docker
3 2 (2.56%) Apache Flume
4 1 (1.28%) Apache ZooKeeper
4 1 (1.28%) VMware Infrastructure
Systems Management
1 12 (15.38%) Ansible
2 9 (11.54%) Hadoop YARN
3 8 (10.26%) Opscode Chef
4 7 (8.97%) Puppet
5 3 (3.85%) Kubernetes
5 3 (3.85%) Oozie
5 3 (3.85%) Terraform
6 2 (2.56%) Ambari
7 1 (1.28%) CFEngine
Vendors
1 19 (24.36%) Oracle
2 8 (10.26%) Red Hat
2 8 (10.26%) Sybase
3 7 (8.97%) Perforce
4 6 (7.69%) Tableau
5 5 (6.41%) Google
5 5 (6.41%) Microsoft
6 3 (3.85%) Cloudera
6 3 (3.85%) Hortonworks
6 3 (3.85%) Talend
7 2 (2.56%) Platfora
8 1 (1.28%) Lotus
8 1 (1.28%) Splunk
8 1 (1.28%) VMware