Period
to 17 June 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 17 June 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > Yorkshire
6 months to
17 Jun 2018
Same period 2017 Same period 2016
Rank 222 260 207
Rank change year-on-year +38 -53 +78
Permanent jobs citing Hadoop 87 75 159
As % of all permanent IT jobs advertised in Yorkshire 0.90% 0.70% 1.30%
As % of the Database & Business Intelligence category 3.18% 2.14% 4.01%
Number of salaries quoted 64 52 96
Yorkshire median annual salary £51,500 £53,750 £50,000
Median salary % change year-on-year -4.19% +7.50% +11.11%
10th Percentile £26,663 £33,750 £35,500
90th Percentile £67,500 £71,125 £71,875
England median annual salary £67,500 £65,000 £62,500
% change year-on-year +3.85% +4.00% -

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 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 2,737 3,510 3,968
As % of all permanent IT jobs advertised in Yorkshire 28.27% 32.88% 32.51%
Number of salaries quoted 2,356 3,043 3,244
Yorkshire median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +5.26%
10th Percentile £27,500 £26,750 £26,750
90th Percentile £60,000 £60,000 £58,750
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +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 17 June 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 17 June 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 +38 70 £51,500 -6.36% 9
South Yorkshire +7 14 £53,750 -10.42%
North Yorkshire +9 3 £25,000 -33.33%
Hadoop
England

For the 6 months to 17 June 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 44 (50.57%) Apache Spark
2 39 (44.83%) Agile Software Development
3 35 (40.23%) Big Data
4 30 (34.48%) Java
5 29 (33.33%) SQL
6 28 (32.18%) Analytics
6 28 (32.18%) Data Science
7 27 (31.03%) Apache Hive
8 26 (29.89%) Linux
8 26 (29.89%) Python
9 25 (28.74%) Amazon AWS
10 23 (26.44%) Data Analytics
11 21 (24.14%) MapReduce
11 21 (24.14%) DevOps
11 21 (24.14%) Red Hat Enterprise Linux
11 21 (24.14%) ETL
11 21 (24.14%) Red Hat
12 20 (22.99%) Microsoft
12 20 (22.99%) Data Integration
12 20 (22.99%) HBase
12 20 (22.99%) Kafka
13 18 (20.69%) SDLC
14 16 (18.39%) Business Intelligence
14 16 (18.39%) Microsoft Azure
15 14 (16.09%) R
15 14 (16.09%) SQL Server
15 14 (16.09%) Finance
15 14 (16.09%) Data Lake
16 12 (13.79%) Software Engineering
17 11 (12.64%) Stakeholder Management

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 44 (50.57%) Apache Spark
2 7 (8.05%) Apache
3 4 (4.60%) Apache Solr
3 4 (4.60%) Elasticsearch
4 2 (2.30%) Apache Pig
4 2 (2.30%) Oracle SOA Suite
4 2 (2.30%) Tomcat
5 1 (1.15%) Confluence
5 1 (1.15%) SAS
Cloud Services
1 25 (28.74%) Amazon AWS
2 16 (18.39%) Microsoft Azure
3 8 (9.20%) IaaS
3 8 (9.20%) PaaS
4 6 (6.90%) SaaS
5 3 (3.45%) Google Cloud Platform
6 1 (1.15%) Cloud Computing
6 1 (1.15%) GitHub
Communications & Networking
1 2 (2.30%) Firewall
2 1 (1.15%) DSL
2 1 (1.15%) VPN
Database & Business Intelligence
1 35 (40.23%) Big Data
2 27 (31.03%) Apache Hive
3 20 (22.99%) HBase
4 14 (16.09%) Data Lake
4 14 (16.09%) SQL Server
5 10 (11.49%) MongoDB
6 9 (10.34%) Pentaho
7 7 (8.05%) Data Warehouse
7 7 (8.05%) DB2
7 7 (8.05%) MySQL
8 6 (6.90%) Apache Cassandra
8 6 (6.90%) Azure SQL Database
8 6 (6.90%) Impala
8 6 (6.90%) MOLAP
8 6 (6.90%) OLAP
8 6 (6.90%) Redis
8 6 (6.90%) ROLAP
8 6 (6.90%) Sqoop
9 5 (5.75%) NoSQL
9 5 (5.75%) QlikView
Development Applications
1 9 (10.34%) JIRA
2 7 (8.05%) Atlassian Bamboo
2 7 (8.05%) Bitbucket
2 7 (8.05%) Jenkins
3 4 (4.60%) Maven
4 3 (3.45%) Octopus Deploy
5 2 (2.30%) Git (software)
6 1 (1.15%) Sonatype Nexus
General
1 14 (16.09%) Finance
2 9 (10.34%) Marketing
3 6 (6.90%) Financial Institution
4 5 (5.75%) Banking
5 4 (4.60%) Retail
6 2 (2.30%) Games
Job Titles
1 28 (32.18%) Architect
2 23 (26.44%) Data Engineer
3 19 (21.84%) Data Architect
4 10 (11.49%) Big Data Engineer
5 6 (6.90%) Data Analytics Architect
5 6 (6.90%) DevOps Engineer
6 5 (5.75%) Analyst
6 5 (5.75%) Applications Support
6 5 (5.75%) Applications Support Analyst
6 5 (5.75%) Developer
6 5 (5.75%) Operations Engineer
6 5 (5.75%) Support Analyst
7 4 (4.60%) Business Architect
7 4 (4.60%) Business Intelligence Architect
7 4 (4.60%) Lead Architect
7 4 (4.60%) Lead Data Architect
8 3 (3.45%) C# Developer
8 3 (3.45%) Data Scientist
8 3 (3.45%) Java Engineer
8 3 (3.45%) Linux Engineer
Libraries, Frameworks & Software Standards
1 20 (22.99%) Kafka
2 10 (11.49%) .NET
2 10 (11.49%) XML
3 8 (9.20%) JSON
3 8 (9.20%) Node.js
3 8 (9.20%) REST
3 8 (9.20%) SOAP
4 6 (6.90%) .NET Core
4 6 (6.90%) Web Services
4 6 (6.90%) XSD
5 4 (4.60%) Apache Tez
6 3 (3.45%) .NET Framework
6 3 (3.45%) ASP.NET
6 3 (3.45%) ASP.NET MVC
6 3 (3.45%) Entity Framework
7 2 (2.30%) AngularJS
7 2 (2.30%) LDAP
7 2 (2.30%) Memcached
7 2 (2.30%) Spring
7 2 (2.30%) Spring Boot
Miscellaneous
1 9 (10.34%) Analytical Skills
2 6 (6.90%) Management Information System
2 6 (6.90%) Replication
2 6 (6.90%) Taxonomies
3 5 (5.75%) Hybrid Cloud
4 3 (3.45%) Algorithms
4 3 (3.45%) Enterprise Software
4 3 (3.45%) Fintech
5 2 (2.30%) Analytical Mindset
5 2 (2.30%) Mobile App
6 1 (1.15%) Data Centre
Operating Systems
1 26 (29.89%) Linux
2 21 (24.14%) Red Hat Enterprise Linux
3 5 (5.75%) Unix
4 3 (3.45%) Debian
4 3 (3.45%) Fedora
4 3 (3.45%) SUSE
4 3 (3.45%) Ubuntu
Processes & Methodologies
1 39 (44.83%) Agile Software Development
2 28 (32.18%) Analytics
2 28 (32.18%) Data Science
3 23 (26.44%) Data Analytics
4 21 (24.14%) DevOps
4 21 (24.14%) ETL
4 21 (24.14%) MapReduce
5 20 (22.99%) Data Integration
6 18 (20.69%) SDLC
7 16 (18.39%) Business Intelligence
8 12 (13.79%) Software Engineering
9 11 (12.64%) Stakeholder Management
10 10 (11.49%) Data Architecture
10 10 (11.49%) Data Modelling
10 10 (11.49%) Performance Tuning
11 9 (10.34%) Enterprise Architecture
11 9 (10.34%) Service Delivery
12 8 (9.20%) Data Management
12 8 (9.20%) Disaster Recovery
12 8 (9.20%) UML
Programming Languages
1 30 (34.48%) Java
2 29 (33.33%) SQL
3 26 (29.89%) Python
4 14 (16.09%) R
5 10 (11.49%) JavaScript
5 10 (11.49%) Scala
6 9 (10.34%) Bash Shell
6 9 (10.34%) C#
7 6 (6.90%) C++
7 6 (6.90%) Perl
7 6 (6.90%) PowerShell
8 4 (4.60%) Ruby
9 3 (3.45%) MATLAB
10 2 (2.30%) Java 8
11 1 (1.15%) HiveQL
11 1 (1.15%) PL/SQL
11 1 (1.15%) Shell Script
Qualifications
1 7 (8.05%) AWS Certification
2 4 (4.60%) Degree
3 1 (1.15%) Security Cleared
Quality Assurance & Compliance
1 3 (3.45%) Data Quality
2 1 (1.15%) GCP
2 1 (1.15%) GDPR
2 1 (1.15%) QA
System Software
1 11 (12.64%) HDFS
2 7 (8.05%) Docker
3 6 (6.90%) Apache Flume
4 2 (2.30%) VMware Infrastructure
Systems Management
1 11 (12.64%) Puppet
2 10 (11.49%) Ansible
3 9 (10.34%) Opscode Chef
4 6 (6.90%) Oozie
5 1 (1.15%) Data Guard
5 1 (1.15%) Enterprise Manager Cloud Control
5 1 (1.15%) Hadoop YARN
5 1 (1.15%) Kubernetes
5 1 (1.15%) Oracle RMAN
5 1 (1.15%) Terraform
Vendors
1 21 (24.14%) Red Hat
2 20 (22.99%) Microsoft
3 11 (12.64%) Oracle
4 9 (10.34%) Informatica
4 9 (10.34%) Talend
5 5 (5.75%) Capita
5 5 (5.75%) Cloudera
5 5 (5.75%) Google
5 5 (5.75%) Sybase
6 4 (4.60%) IBM
7 3 (3.45%) CA Agile Central
8 2 (2.30%) Tableau
8 2 (2.30%) VMware
9 1 (1.15%) SaltStack