Period
to 21 November 2018

The following table provides summary statistics for permanent job vacancies advertised in South 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 November 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
Yorkshire > South Yorkshire
6 months to
21 Nov 2018
Same period 2017 Same period 2016
Rank 87 82 109
Rank change year-on-year -5 +27 +8
Permanent jobs citing Hadoop 16 9 4
As % of all permanent IT jobs advertised in South Yorkshire 1.32% 0.81% 0.29%
As % of the Database & Business Intelligence category 5.08% 2.65% 1.03%
Number of salaries quoted 16 6 7
South Yorkshire median annual salary £100,000 £50,000 £52,500
Median salary % change year-on-year +100.00% -4.76% -4.55%
10th Percentile £45,000 £39,875 £28,900
90th Percentile £110,000 £67,815 £53,750
Yorkshire median annual salary £57,000 £50,000 £50,000
% change year-on-year +14.00% - +5.26%

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 South Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
South Yorkshire
Permanent vacancies with a requirement for database or business intelligence skills 315 340 387
As % of all permanent IT jobs advertised in South Yorkshire 26.08% 30.47% 27.92%
Number of salaries quoted 256 274 326
South Yorkshire median annual salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.67% +2.74%
10th Percentile £26,250 £26,250 £26,250
90th Percentile £55,625 £60,000 £57,500
Yorkshire median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

Hadoop
Job Vacancy Trend in South Yorkshire

Job postings citing Hadoop as a percentage of all IT jobs advertised in South Yorkshire.

Job vacancy trend for Hadoop in South Yorkshire

Hadoop
Salary Trend in South Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Hadoop in South Yorkshire.

Salary trend for Hadoop in South Yorkshire

Hadoop
Salary Histogram in South Yorkshire

The salary distribution of IT jobs citing Hadoop in South Yorkshire over the 6 months to 21 November 2018.

Salary histogram for Hadoop in South Yorkshire

Hadoop
Job Locations in South Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the South Yorkshire region over the 6 months to 21 November 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
Sheffield +5 16 £100,000 +116.22% 1
Hadoop
Yorkshire

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

1 13 (81.25%) Finance
2 9 (56.25%) SQL
2 9 (56.25%) Big Data
2 9 (56.25%) Analytics
2 9 (56.25%) Apache Spark
3 7 (43.75%) DevOps
3 7 (43.75%) Data Analytics
3 7 (43.75%) Amazon AWS
4 6 (37.50%) NoSQL
4 6 (37.50%) Kafka
4 6 (37.50%) Elasticsearch
4 6 (37.50%) TensorFlow
4 6 (37.50%) Agile Software Development
5 5 (31.25%) TDD
5 5 (31.25%) Software Engineering
5 5 (31.25%) Continuous Integration
5 5 (31.25%) Cloud Computing
5 5 (31.25%) Oracle
5 5 (31.25%) Python
5 5 (31.25%) Middleware
5 5 (31.25%) PostgreSQL
5 5 (31.25%) Hadoop YARN
5 5 (31.25%) React
5 5 (31.25%) Microservices
5 5 (31.25%) Apache Cassandra
5 5 (31.25%) Big Data Analytics
5 5 (31.25%) AngularJS
5 5 (31.25%) Node.js
5 5 (31.25%) Cloud Native
5 5 (31.25%) IT Strategy

Hadoop
Co-occurring IT Skills in South 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 9 (56.25%) Apache Spark
2 6 (37.50%) Elasticsearch
3 2 (12.50%) Apache Pig
3 2 (12.50%) SAS
4 1 (6.25%) Apache Solr
4 1 (6.25%) IBM Notes
Applications
1 1 (6.25%) Microsoft Excel
1 1 (6.25%) Microsoft PowerPoint
1 1 (6.25%) MS Visio
Cloud Services
1 7 (43.75%) Amazon AWS
2 5 (31.25%) Cloud Computing
3 1 (6.25%) Google Cloud Platform
3 1 (6.25%) Microsoft Azure
3 1 (6.25%) Serverless
Database & Business Intelligence
1 9 (56.25%) Big Data
2 6 (37.50%) NoSQL
3 5 (31.25%) Apache Cassandra
3 5 (31.25%) PostgreSQL
4 4 (25.00%) Apache Hive
4 4 (25.00%) DB2
4 4 (25.00%) SQL Server
5 2 (12.50%) QlikView
5 2 (12.50%) SAS Visual Analytics
6 1 (6.25%) Impala
6 1 (6.25%) Power BI
6 1 (6.25%) Spotfire
Development Applications
1 1 (6.25%) Git (software)
1 1 (6.25%) Jenkins
General
1 13 (81.25%) Finance
2 1 (6.25%) Banking
2 1 (6.25%) Financial Institution
2 1 (6.25%) Marketing
Job Titles
1 5 (31.25%) Analyst
1 5 (31.25%) Applications Architect
1 5 (31.25%) Architect
1 5 (31.25%) Senior Architect
2 4 (25.00%) Cybersecurity Analyst
3 1 (6.25%) Administrator
3 1 (6.25%) Data Analyst
3 1 (6.25%) Data Scientist
3 1 (6.25%) Developer
3 1 (6.25%) Hadoop Administrator
3 1 (6.25%) Head of Analysis
3 1 (6.25%) Head of Data Science
3 1 (6.25%) Head of Digital
3 1 (6.25%) Java Developer
3 1 (6.25%) Senior Analyst
3 1 (6.25%) Senior Data Analyst
3 1 (6.25%) Senior Developer
3 1 (6.25%) Senior Java Developer
3 1 (6.25%) Technical Support
Libraries, Frameworks & Software Standards
1 6 (37.50%) Kafka
1 6 (37.50%) TensorFlow
2 5 (31.25%) AngularJS
2 5 (31.25%) Middleware
2 5 (31.25%) Node.js
2 5 (31.25%) React
3 2 (12.50%) D3.js
4 1 (6.25%) Hibernate
4 1 (6.25%) LDAP
4 1 (6.25%) MLlib
4 1 (6.25%) Natural Language Processing
4 1 (6.25%) PySpark
4 1 (6.25%) Raphaël
4 1 (6.25%) Regular Expression
4 1 (6.25%) Spring
Miscellaneous
1 5 (31.25%) Cloud Native
2 3 (18.75%) Analytical Skills
3 2 (12.50%) Computer Science
4 1 (6.25%) Algorithms
4 1 (6.25%) Analytical Mindset
4 1 (6.25%) Management Information System
4 1 (6.25%) Semantic Web
4 1 (6.25%) User Experience
Operating Systems
1 2 (12.50%) Linux
1 2 (12.50%) Red Hat Enterprise Linux
2 1 (6.25%) Debian
2 1 (6.25%) Fedora
2 1 (6.25%) SUSE
2 1 (6.25%) Ubuntu
Processes & Methodologies
1 9 (56.25%) Analytics
2 7 (43.75%) Data Analytics
2 7 (43.75%) DevOps
3 6 (37.50%) Agile Software Development
4 5 (31.25%) Big Data Analytics
4 5 (31.25%) Continuous Integration
4 5 (31.25%) IT Strategy
4 5 (31.25%) Microservices
4 5 (31.25%) Software Engineering
4 5 (31.25%) TDD
5 4 (25.00%) Cybersecurity
5 4 (25.00%) Information Security
6 3 (18.75%) Data Science
6 3 (18.75%) Open Source
7 2 (12.50%) Data Analysis
7 2 (12.50%) Data Engineering
7 2 (12.50%) Machine Learning
7 2 (12.50%) Visual Analytics
7 2 (12.50%) Visualisation
8 1 (6.25%) Bayesian Methods
Programming Languages
1 9 (56.25%) SQL
2 5 (31.25%) Python
3 4 (25.00%) Scala
4 3 (18.75%) Java
4 3 (18.75%) R
5 1 (6.25%) Bash Shell
5 1 (6.25%) Java 8
5 1 (6.25%) JavaScript
5 1 (6.25%) PL/SQL
5 1 (6.25%) Shell Script
Qualifications
1 4 (25.00%) CISA
1 4 (25.00%) CISM
1 4 (25.00%) CISSP
2 2 (12.50%) Degree
System Software
1 1 (6.25%) Docker
1 1 (6.25%) VMware Infrastructure
Systems Management
1 5 (31.25%) Hadoop YARN
2 2 (12.50%) Ambari
3 1 (6.25%) Ansible
3 1 (6.25%) Opscode Chef
3 1 (6.25%) Puppet
Vendors
1 5 (31.25%) Oracle
2 4 (25.00%) Sybase
2 4 (25.00%) Tableau
3 2 (12.50%) Platfora
4 1 (6.25%) Hortonworks
4 1 (6.25%) Lotus
4 1 (6.25%) Red Hat
4 1 (6.25%) VMware