Period
to 20 January 2019

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 20 January 2019 with a comparison to the same period in the previous 2 years.

Apache Hadoop
Yorkshire > South Yorkshire
6 months to
20 Jan 2019
Same period 2018 Same period 2017
Rank 79 92 99
Rank change year-on-year +13 +7 +4
Permanent jobs citing Hadoop 19 4 9
As % of all permanent IT jobs advertised in South Yorkshire 1.76% 0.37% 0.66%
As % of the Database & Business Intelligence category 6.51% 1.14% 2.26%
Number of salaries quoted 13 4 10
South Yorkshire median annual salary £100,000 £46,250 £52,500
Median salary % change year-on-year +116.22% -11.90% -12.50%
10th Percentile £46,500 £39,325 £31,175
90th Percentile £110,000 £66,065 £60,000
Yorkshire median annual salary £50,500 £50,000 £50,000
% change year-on-year +1.00% - +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 292 352 399
As % of all permanent IT jobs advertised in South Yorkshire 27.01% 32.15% 29.36%
Number of salaries quoted 236 297 345
South Yorkshire median annual salary £40,000 £42,500 £37,500
Median salary % change year-on-year -5.88% +13.33% +2.74%
10th Percentile £26,250 £26,250 £26,250
90th Percentile £56,875 £58,750 £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 20 January 2019.

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 20 January 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
Sheffield +21 19 £100,000 +135.29%
Hadoop
Yorkshire

For the 6 months to 20 January 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 South Yorkshire region with a requirement for Hadoop.

1 18 (94.74%) Finance
2 15 (78.95%) Big Data
3 11 (57.89%) Oracle
4 10 (52.63%) CISSP
4 10 (52.63%) SQL Server
4 10 (52.63%) Sybase
4 10 (52.63%) DB2
4 10 (52.63%) Information Security
4 10 (52.63%) CISA
4 10 (52.63%) CISM
4 10 (52.63%) Cybersecurity
5 8 (42.11%) Apache Spark
6 7 (36.84%) Analytics
6 7 (36.84%) SQL
7 6 (31.58%) NoSQL
7 6 (31.58%) Amazon AWS
7 6 (31.58%) Agile Software Development
7 6 (31.58%) DevOps
7 6 (31.58%) Kafka
7 6 (31.58%) Data Analytics
7 6 (31.58%) Elasticsearch
7 6 (31.58%) TensorFlow
8 5 (26.32%) React
8 5 (26.32%) Microservices
8 5 (26.32%) Cloud Native
8 5 (26.32%) IT Strategy
8 5 (26.32%) Technical Leadership
8 5 (26.32%) AngularJS
8 5 (26.32%) Hadoop YARN
8 5 (26.32%) Big Data Analytics

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 8 (42.11%) Apache Spark
2 6 (31.58%) Elasticsearch
3 1 (5.26%) Apache Pig
3 1 (5.26%) Apache Solr
3 1 (5.26%) IBM Notes
3 1 (5.26%) SAS
Applications
1 1 (5.26%) Microsoft Excel
1 1 (5.26%) Microsoft PowerPoint
1 1 (5.26%) MS Visio
Cloud Services
1 6 (31.58%) Amazon AWS
2 5 (26.32%) Cloud Computing
3 1 (5.26%) Google Cloud Platform
3 1 (5.26%) Serverless
Database & Business Intelligence
1 15 (78.95%) Big Data
2 10 (52.63%) DB2
2 10 (52.63%) SQL Server
3 6 (31.58%) NoSQL
4 5 (26.32%) Apache Cassandra
4 5 (26.32%) PostgreSQL
5 3 (15.79%) Apache Hive
6 1 (5.26%) Impala
6 1 (5.26%) QlikView
6 1 (5.26%) SAS Visual Analytics
6 1 (5.26%) Spotfire
Development Applications
1 1 (5.26%) Git (software)
General
1 18 (94.74%) Finance
2 1 (5.26%) Banking
2 1 (5.26%) Financial Institution
Job Titles
1 11 (57.89%) Analyst
2 10 (52.63%) Cybersecurity Analyst
3 5 (26.32%) Applications Architect
3 5 (26.32%) Architect
3 5 (26.32%) Senior Architect
4 1 (5.26%) Administrator
4 1 (5.26%) Data Analyst
4 1 (5.26%) Developer
4 1 (5.26%) Hadoop Administrator
4 1 (5.26%) Head of Data Science
4 1 (5.26%) Java Developer
4 1 (5.26%) Senior Analyst
4 1 (5.26%) Senior Data Analyst
4 1 (5.26%) Senior Developer
4 1 (5.26%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 6 (31.58%) Kafka
1 6 (31.58%) TensorFlow
2 5 (26.32%) AngularJS
2 5 (26.32%) Middleware
2 5 (26.32%) Node.js
2 5 (26.32%) React
3 1 (5.26%) D3.js
3 1 (5.26%) Hibernate
3 1 (5.26%) MLlib
3 1 (5.26%) Natural Language Processing
3 1 (5.26%) PySpark
3 1 (5.26%) Raphaël
3 1 (5.26%) Regular Expression
3 1 (5.26%) Spring
Miscellaneous
1 5 (26.32%) Cloud Native
2 1 (5.26%) Algorithms
2 1 (5.26%) Analytical Skills
2 1 (5.26%) Management Information System
2 1 (5.26%) Semantic Web
2 1 (5.26%) User Experience
Operating Systems
1 1 (5.26%) Linux
1 1 (5.26%) Red Hat Enterprise Linux
Processes & Methodologies
1 10 (52.63%) Cybersecurity
1 10 (52.63%) Information Security
2 7 (36.84%) Analytics
3 6 (31.58%) Agile Software Development
3 6 (31.58%) Data Analytics
3 6 (31.58%) DevOps
4 5 (26.32%) Big Data Analytics
4 5 (26.32%) Continuous Integration
4 5 (26.32%) IT Strategy
4 5 (26.32%) Microservices
4 5 (26.32%) Software Engineering
4 5 (26.32%) TDD
4 5 (26.32%) Technical Leadership
5 2 (10.53%) Computer Science
5 2 (10.53%) Data Engineering
5 2 (10.53%) Data Science
5 2 (10.53%) Data Security
5 2 (10.53%) Machine Learning
5 2 (10.53%) Open Source
6 1 (5.26%) Risk Management
Programming Languages
1 7 (36.84%) SQL
2 3 (15.79%) Python
2 3 (15.79%) Scala
3 2 (10.53%) Java
3 2 (10.53%) R
4 1 (5.26%) Bash Shell
4 1 (5.26%) Java 8
4 1 (5.26%) PL/SQL
4 1 (5.26%) Shell Script
Qualifications
1 10 (52.63%) CISA
1 10 (52.63%) CISM
1 10 (52.63%) CISSP
2 2 (10.53%) Degree
Systems Management
1 5 (26.32%) Hadoop YARN
2 1 (5.26%) Ambari
Vendors
1 11 (57.89%) Oracle
2 10 (52.63%) Sybase
3 2 (10.53%) Tableau
4 1 (5.26%) Hortonworks
4 1 (5.26%) Lotus
4 1 (5.26%) Platfora