Period
to 16 November 2019

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

Apache Hadoop
England > Yorkshire
6 months to
16 Nov 2019
Same period 2018 Same period 2017
Rank 192 209 256
Rank change year-on-year +17 +47 -18
Permanent jobs citing Hadoop 81 74 59
As % of all permanent IT jobs advertised in Yorkshire 1.19% 0.88% 0.60%
As % of the Database & Business Intelligence category 4.87% 3.39% 2.03%
Number of salaries quoted 71 52 55
Yorkshire median annual salary £57,275 £56,000 £50,000
Median salary % change year-on-year +2.28% +12.00% -
10th Percentile £43,350 £41,250 £40,000
90th Percentile £75,000 £110,000 £70,750
England median annual salary £70,000 £70,000 £62,500
% change year-on-year - +12.00% -

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 1,664 2,186 2,913
As % of all permanent IT jobs advertised in Yorkshire 24.42% 26.03% 29.64%
Number of salaries quoted 1,455 1,836 2,519
Yorkshire median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £28,750 £27,500 £27,000
90th Percentile £63,750 £57,500 £60,000
England median annual salary £52,500 £51,000 £50,000
% change year-on-year +2.94% +2.00% +5.26%

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 November 2019.

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 November 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
West Yorkshire +49 66 £57,275 +0.48% 5
South Yorkshire +11 15 £52,500 -47.50%
Hadoop
England

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

1 49 (60.49%) Apache Spark
2 46 (56.79%) Python
3 43 (53.09%) Agile Software Development
4 40 (49.38%) SQL
5 39 (48.15%) Big Data
6 35 (43.21%) AWS
7 34 (41.98%) NoSQL
8 29 (35.80%) Data Engineering
9 28 (34.57%) Apache Hive
9 28 (34.57%) MongoDB
10 27 (33.33%) Scala
10 27 (33.33%) Analytics
11 26 (32.10%) Kafka
11 26 (32.10%) Git (software)
12 25 (30.86%) Java
13 23 (28.40%) Apache Cassandra
14 22 (27.16%) Ansible
15 21 (25.93%) ETL
16 20 (24.69%) TDD
17 19 (23.46%) HDFS
18 18 (22.22%) Mentoring
18 18 (22.22%) Coaching
19 17 (20.99%) BDD
20 16 (19.75%) Azure
20 16 (19.75%) Opscode Chef
20 16 (19.75%) Continuous Improvement
20 16 (19.75%) Technical Leadership
21 15 (18.52%) Data Science
21 15 (18.52%) DevOps
21 15 (18.52%) Test Automation

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 49 (60.49%) Apache Spark
2 12 (14.81%) Elasticsearch
3 8 (9.88%) nginx
4 2 (2.47%) Apache
4 2 (2.47%) SharePoint
5 1 (1.23%) WebLogic Portal
Cloud Services
1 35 (43.21%) AWS
2 16 (19.75%) Azure
3 12 (14.81%) Amazon EMR
4 9 (11.11%) GCP
5 6 (7.41%) GitHub
6 5 (6.17%) Amazon S3
7 4 (4.94%) Power Platform
8 3 (3.70%) AWS CloudFormation
8 3 (3.70%) IaaS
8 3 (3.70%) PaaS
8 3 (3.70%) SaaS
9 2 (2.47%) Amazon Kinesis
9 2 (2.47%) Azure Data Factory
9 2 (2.47%) Office 365
10 1 (1.23%) BlazeMeter
Communications & Networking
1 2 (2.47%) TCP/IP
Database & Business Intelligence
1 39 (48.15%) Big Data
2 34 (41.98%) NoSQL
3 28 (34.57%) Apache Hive
3 28 (34.57%) MongoDB
4 23 (28.40%) Apache Cassandra
5 14 (17.28%) PostgreSQL
5 14 (17.28%) Redis
5 14 (17.28%) Riak
6 12 (14.81%) Impala
7 10 (12.35%) HBase
8 9 (11.11%) Sqoop
9 8 (9.88%) GIS
10 7 (8.64%) Data Warehouse
11 6 (7.41%) Data Lake
11 6 (7.41%) Flink
11 6 (7.41%) SQL Server
12 5 (6.17%) SQL Server Integration Services
13 4 (4.94%) Oracle Database
13 4 (4.94%) Power BI
13 4 (4.94%) Relational Database
Development Applications
1 26 (32.10%) Git (software)
2 14 (17.28%) Jenkins
3 8 (9.88%) Mercurial
3 8 (9.88%) Subversion
4 6 (7.41%) GitLab
5 5 (6.17%) JIRA
6 4 (4.94%) ERwin
7 3 (3.70%) Atlassian Bamboo
7 3 (3.70%) Bitbucket
8 2 (2.47%) Gerrit
9 1 (1.23%) Gatling
9 1 (1.23%) JMeter
9 1 (1.23%) LoadRunner
9 1 (1.23%) TeamCity
9 1 (1.23%) Visual Studio
General
1 15 (18.52%) Finance
2 6 (7.41%) Marketing
2 6 (7.41%) Online Betting
3 3 (3.70%) Advertising
4 2 (2.47%) Banking
4 2 (2.47%) Public Sector
4 2 (2.47%) Retail
5 1 (1.23%) Financial Institution
Job Titles
1 26 (32.10%) Developer
2 25 (30.86%) Data Engineer
3 16 (19.75%) Big Data Engineer
4 12 (14.81%) Software Developer
5 9 (11.11%) Architect
5 9 (11.11%) Senior Data Engineer
6 8 (9.88%) Python Developer
6 8 (9.88%) Software Engineer
7 6 (7.41%) Developer/Software Engineer
7 6 (7.41%) Integration Architect
7 6 (7.41%) Java Developer
7 6 (7.41%) Java Software Developer
8 5 (6.17%) Azure Architect
9 4 (4.94%) DevOps Engineer
9 4 (4.94%) ETL Developer
9 4 (4.94%) Informatica Developer
9 4 (4.94%) Informatica ETL Developer
10 3 (3.70%) Data Scientist
10 3 (3.70%) Platform Engineer
10 3 (3.70%) Site Engineer
Libraries, Frameworks & Software Standards
1 26 (32.10%) Kafka
2 15 (18.52%) RabbitMQ
3 8 (9.88%) .NET
3 8 (9.88%) Node.js
4 6 (7.41%) Apache Avro
4 6 (7.41%) gRPC
4 6 (7.41%) Hibernate
4 6 (7.41%) Memcached
4 6 (7.41%) Protocol Buffers
4 6 (7.41%) React
4 6 (7.41%) Spring
4 6 (7.41%) ZeroMQ
5 4 (4.94%) .NET Core
6 3 (3.70%) REST
6 3 (3.70%) Web Services
7 2 (2.47%) Elastic Stack
7 2 (2.47%) Sass
8 1 (1.23%) LAMP
Miscellaneous
1 5 (6.17%) Management Information System
2 4 (4.94%) User Experience
3 3 (3.70%) Cloud Native
4 2 (2.47%) Analytical Skills
4 2 (2.47%) Greenfield Project
4 2 (2.47%) Hybrid Cloud
4 2 (2.47%) PMI
4 2 (2.47%) Tandem
5 1 (1.23%) Algorithms
Operating Systems
1 14 (17.28%) Unix
2 10 (12.35%) Linux
Processes & Methodologies
1 43 (53.09%) Agile Software Development
2 29 (35.80%) Data Engineering
3 27 (33.33%) Analytics
4 21 (25.93%) ETL
5 20 (24.69%) TDD
6 18 (22.22%) Coaching
6 18 (22.22%) Mentoring
7 17 (20.99%) BDD
8 16 (19.75%) Continuous Improvement
8 16 (19.75%) Technical Leadership
9 15 (18.52%) Data Science
9 15 (18.52%) DevOps
9 15 (18.52%) Test Automation
10 14 (17.28%) Continuous Integration
11 10 (12.35%) Visualisation
12 9 (11.11%) Business Intelligence
12 9 (11.11%) Digital Transformation Programme
12 9 (11.11%) Machine Learning
12 9 (11.11%) SOA
12 9 (11.11%) Software Engineering
Programming Languages
1 46 (56.79%) Python
2 40 (49.38%) SQL
3 27 (33.33%) Scala
4 25 (30.86%) Java
5 13 (16.05%) JavaScript
6 11 (13.58%) C#
7 6 (7.41%) C
8 5 (6.17%) PowerShell
8 5 (6.17%) Ruby
9 4 (4.94%) Groovy
9 4 (4.94%) PL/SQL
9 4 (4.94%) R
9 4 (4.94%) Shell Script
10 2 (2.47%) C++
10 2 (2.47%) Java 8
11 1 (1.23%) Bash Shell
11 1 (1.23%) Perl
Qualifications
1 8 (9.88%) Degree
2 7 (8.64%) Computer Science Degree
3 6 (7.41%) Postgraduate
4 2 (2.47%) PMI Certification
5 1 (1.23%) PhD
Quality Assurance & Compliance
1 2 (2.47%) QA
System Software
1 19 (23.46%) HDFS
2 14 (17.28%) Docker
3 6 (7.41%) Apache Flume
4 4 (4.94%) Virtual Machines
Systems Management
1 22 (27.16%) Ansible
2 16 (19.75%) Opscode Chef
3 14 (17.28%) Kubernetes
3 14 (17.28%) Puppet
4 13 (16.05%) Terraform
5 6 (7.41%) Oozie
6 2 (2.47%) Hadoop YARN
6 2 (2.47%) Mesos
Vendors
1 11 (13.58%) Cloudera
2 9 (11.11%) Oracle
3 7 (8.64%) Informatica
4 4 (4.94%) Talend
5 3 (3.70%) Tableau
6 2 (2.47%) Microsoft
7 1 (1.23%) BEA
7 1 (1.23%) Dataiku
7 1 (1.23%) Google