Period
to 18 September 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 18 September 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > Yorkshire
6 months to
18 Sep 2018
Same period 2017 Same period 2016
Rank 239 252 207
Rank change year-on-year +13 -45 +65
Permanent jobs citing Hadoop 64 72 146
As % of all permanent IT jobs advertised in Yorkshire 0.73% 0.71% 1.29%
As % of the Database & Business Intelligence category 2.72% 2.26% 4.30%
Number of salaries quoted 48 54 114
Yorkshire median annual salary £51,500 £50,000 £50,000
Median salary % change year-on-year +3.00% - +5.26%
10th Percentile £33,750 £38,750 £32,200
90th Percentile £75,750 £70,875 £62,500
England median annual salary £67,500 £62,500 £62,500
% change year-on-year +8.00% - -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 2,357 3,190 3,399
As % of all permanent IT jobs advertised in Yorkshire 26.75% 31.54% 30.06%
Number of salaries quoted 1,981 2,732 2,836
Yorkshire median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% -
10th Percentile £27,500 £27,000 £26,500
90th Percentile £58,750 £60,000 £58,750
England median annual salary £50,000 £48,500 £47,500
% change year-on-year +3.09% +2.11% +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 18 September 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 18 September 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 +28 52 £52,000 +4.00% 5
South Yorkshire +1 11 £47,500 -13.64%
North Yorkshire -8 1 £42,500 +21.43%
Hadoop
England

For the 6 months to 18 September 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 34 (53.13%) Agile Software Development
2 29 (45.31%) Java
2 29 (45.31%) Python
3 26 (40.63%) Apache Spark
4 25 (39.06%) Apache Hive
5 23 (35.94%) DevOps
6 21 (32.81%) Amazon AWS
6 21 (32.81%) SQL
7 17 (26.56%) Big Data
8 15 (23.44%) Analytics
8 15 (23.44%) ETL
8 15 (23.44%) Finance
9 14 (21.88%) Linux
10 13 (20.31%) Business Intelligence
10 13 (20.31%) Microsoft
10 13 (20.31%) Jenkins
10 13 (20.31%) Kafka
10 13 (20.31%) Microsoft Azure
10 13 (20.31%) Data Science
11 12 (18.75%) Scala
11 12 (18.75%) R
11 12 (18.75%) HBase
12 11 (17.19%) JIRA
12 11 (17.19%) Data Analytics
12 11 (17.19%) Analytical Skills
12 11 (17.19%) MapReduce
12 11 (17.19%) HDFS
13 10 (15.63%) Node.js
13 10 (15.63%) Docker
13 10 (15.63%) Disaster Recovery

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 26 (40.63%) Apache Spark
2 5 (7.81%) SAS
3 4 (6.25%) Apache Pig
4 3 (4.69%) Oracle SOA Suite
5 2 (3.13%) Apache
5 2 (3.13%) Apache Solr
5 2 (3.13%) Elasticsearch
5 2 (3.13%) Tomcat
6 1 (1.56%) Confluence
6 1 (1.56%) IBM Notes
Applications
1 2 (3.13%) Microsoft Project
2 1 (1.56%) Microsoft Excel
2 1 (1.56%) Microsoft PowerPoint
2 1 (1.56%) MS Visio
Cloud Services
1 21 (32.81%) Amazon AWS
2 13 (20.31%) Microsoft Azure
3 9 (14.06%) IaaS
3 9 (14.06%) PaaS
4 7 (10.94%) SaaS
5 6 (9.38%) GitHub
6 2 (3.13%) Google Cloud Platform
7 1 (1.56%) Amazon EC2
7 1 (1.56%) Amazon EMR
7 1 (1.56%) Amazon Kinesis
7 1 (1.56%) Amazon S3
7 1 (1.56%) AWS Lambda
7 1 (1.56%) Serverless
Communications & Networking
1 1 (1.56%) VPN
Database & Business Intelligence
1 25 (39.06%) Apache Hive
2 17 (26.56%) Big Data
3 12 (18.75%) HBase
4 9 (14.06%) SQL Server
5 7 (10.94%) Data Warehouse
6 6 (9.38%) NoSQL
7 5 (7.81%) Data Lake
7 5 (7.81%) Impala
7 5 (7.81%) Pentaho
7 5 (7.81%) QlikView
7 5 (7.81%) Sqoop
8 4 (6.25%) MOLAP
8 4 (6.25%) OLAP
8 4 (6.25%) Oracle BI EE
8 4 (6.25%) Redis
8 4 (6.25%) ROLAP
9 3 (4.69%) Azure SQL Database
9 3 (4.69%) MongoDB
9 3 (4.69%) PostgreSQL
9 3 (4.69%) RDBMS
Development Applications
1 13 (20.31%) Jenkins
2 11 (17.19%) JIRA
3 9 (14.06%) Git (software)
4 8 (12.50%) Atlassian Bamboo
4 8 (12.50%) Bitbucket
5 5 (7.81%) Maven
6 1 (1.56%) Sonatype Nexus
General
1 15 (23.44%) Finance
2 7 (10.94%) Financial Institution
3 6 (9.38%) Marketing
4 5 (7.81%) Retail
5 2 (3.13%) Banking
6 1 (1.56%) Games
Job Titles
1 12 (18.75%) Architect
2 10 (15.63%) Data Engineer
3 8 (12.50%) Data Architect
4 7 (10.94%) DevOps Engineer
5 5 (7.81%) Software Asset Manager
5 5 (7.81%) Software Manager
6 4 (6.25%) AWS DevOps
6 4 (6.25%) Big Data Engineer
6 4 (6.25%) Lead Architect
6 4 (6.25%) Lead Data Architect
6 4 (6.25%) Lead DevOps
6 4 (6.25%) Site Engineer
6 4 (6.25%) Site Reliability Engineer
7 3 (4.69%) AWS DevOps Engineer
7 3 (4.69%) AWS Engineer
7 3 (4.69%) Data Scientist
7 3 (4.69%) Developer
7 3 (4.69%) Hadoop Engineer
7 3 (4.69%) Lead DevOps Engineer
7 3 (4.69%) Operations Engineer
Libraries, Frameworks & Software Standards
1 13 (20.31%) Kafka
2 10 (15.63%) Node.js
3 9 (14.06%) XML
4 8 (12.50%) .NET
5 7 (10.94%) .NET Core
5 7 (10.94%) REST
6 6 (9.38%) JSON
6 6 (9.38%) SOAP
7 5 (7.81%) CSS
7 5 (7.81%) CSS3
8 4 (6.25%) Web Services
8 4 (6.25%) XSD
9 3 (4.69%) AngularJS
9 3 (4.69%) Elastic Stack
9 3 (4.69%) LDAP
9 3 (4.69%) Memcached
9 3 (4.69%) Middleware
10 2 (3.13%) D3.js
10 2 (3.13%) Spring
10 2 (3.13%) Spring Boot
Miscellaneous
1 11 (17.19%) Analytical Skills
2 8 (12.50%) Management Information System
3 7 (10.94%) Hybrid Cloud
4 4 (6.25%) Replication
4 4 (6.25%) Taxonomies
5 3 (4.69%) Analytical Mindset
5 3 (4.69%) Mobile App
6 2 (3.13%) Algorithms
6 2 (3.13%) Computer Science
7 1 (1.56%) Cloud Native
7 1 (1.56%) Data Centre
7 1 (1.56%) Enterprise Cloud
7 1 (1.56%) Semantic Web
Operating Systems
1 14 (21.88%) Linux
2 9 (14.06%) Red Hat Enterprise Linux
3 4 (6.25%) Debian
3 4 (6.25%) Fedora
3 4 (6.25%) SUSE
3 4 (6.25%) Ubuntu
4 1 (1.56%) Unix
Processes & Methodologies
1 34 (53.13%) Agile Software Development
2 23 (35.94%) DevOps
3 15 (23.44%) Analytics
3 15 (23.44%) ETL
4 13 (20.31%) Business Intelligence
4 13 (20.31%) Data Science
5 11 (17.19%) Data Analytics
5 11 (17.19%) MapReduce
6 10 (15.63%) Disaster Recovery
7 9 (14.06%) Capacity Planning
8 8 (12.50%) IT Strategy
8 8 (12.50%) Problem-Solving
8 8 (12.50%) Scrum
8 8 (12.50%) SDLC
8 8 (12.50%) Test Automation
9 7 (10.94%) Capacity Management
9 7 (10.94%) Data Integration
9 7 (10.94%) ITSM
9 7 (10.94%) Kanban
9 7 (10.94%) Site Reliability Engineering
Programming Languages
1 29 (45.31%) Java
1 29 (45.31%) Python
2 21 (32.81%) SQL
3 12 (18.75%) R
3 12 (18.75%) Scala
4 9 (14.06%) Bash Shell
4 9 (14.06%) JavaScript
5 7 (10.94%) C#
5 7 (10.94%) C++
5 7 (10.94%) Perl
5 7 (10.94%) PowerShell
6 3 (4.69%) Java 8
7 2 (3.13%) MATLAB
7 2 (3.13%) PL/SQL
7 2 (3.13%) Shell Script
8 1 (1.56%) Ruby
Qualifications
1 4 (6.25%) Degree
2 1 (1.56%) AWS Certification
2 1 (1.56%) Security Cleared
Quality Assurance & Compliance
1 2 (3.13%) GCP
2 1 (1.56%) Data Quality
2 1 (1.56%) GDPR
2 1 (1.56%) QA
System Software
1 11 (17.19%) HDFS
2 10 (15.63%) Docker
3 4 (6.25%) Apache Flume
4 3 (4.69%) VMware Infrastructure
Systems Management
1 9 (14.06%) Opscode Chef
2 7 (10.94%) Puppet
3 5 (7.81%) Ansible
3 5 (7.81%) Hadoop YARN
3 5 (7.81%) Oozie
4 4 (6.25%) Kubernetes
5 2 (3.13%) Ambari
6 1 (1.56%) Data Guard
6 1 (1.56%) Enterprise Manager Cloud Control
6 1 (1.56%) Oracle RMAN
6 1 (1.56%) Terraform
Vendors
1 13 (20.31%) Microsoft
2 10 (15.63%) Oracle
3 8 (12.50%) Red Hat
4 7 (10.94%) Tableau
4 7 (10.94%) Talend
5 5 (7.81%) Informatica
6 4 (6.25%) Google
7 3 (4.69%) Capita
7 3 (4.69%) Cloudera
7 3 (4.69%) VMware
8 2 (3.13%) Platfora
9 1 (1.56%) Hortonworks
9 1 (1.56%) Lotus
9 1 (1.56%) SaltStack