Period
to 24 May 2020

The following table provides summary statistics for permanent job vacancies advertised in the West Midlands 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 24 May 2020 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > West Midlands
6 months to
24 May 2020
Same period 2019 Same period 2018
Rank 154 207 266
Rank change year-on-year +53 +59 -8
Permanent jobs citing Hadoop 53 87 39
As % of all permanent jobs advertised in the West Midlands 1.12% 1.11% 0.42%
As % of the Database & Business Intelligence category 4.43% 4.42% 1.61%
Number of salaries quoted 52 40 47
Median annual salary £62,000 £60,000 £60,000
Median salary % change year-on-year +3.33% - +6.19%
10th Percentile £46,250 £43,265 £44,550
90th Percentile £115,250 £87,500 £81,250
England median annual salary £72,500 £70,000 £67,500
% change year-on-year +3.57% +3.70% +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 the West Midlands with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
West Midlands
Permanent vacancies with a requirement for database or business intelligence skills 1,196 1,967 2,419
As % of all permanent IT jobs advertised in the West Midlands 25.28% 25.12% 25.83%
Number of salaries quoted 1,047 1,548 1,949
Median annual salary £47,500 £42,500 £42,500
Median salary % change year-on-year +11.76% - +6.25%
10th Percentile £30,000 £26,250 £26,980
90th Percentile £68,000 £66,075 £61,250
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +5.26%

Hadoop
Job Vacancy Trend in the West Midlands

Job postings citing Hadoop as a proportion of all IT jobs advertised in the West Midlands.

Job vacancy trend for Hadoop in the West Midlands

Hadoop
Salary Trend in the West Midlands

3-month moving average salary quoted in jobs citing Hadoop in the West Midlands.

Salary trend for Hadoop in the West Midlands

Hadoop
Salary Histogram in the West Midlands

Salary distribution for jobs citing Hadoop in the West Midlands over the 6 months to 24 May 2020.

Salary histogram for Hadoop in the West Midlands

Hadoop
Job Locations in the West Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the West Midlands region over the 6 months to 24 May 2020. 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
Shropshire +10 16 £70,000 +21.74%
Birmingham +32 14 £60,000 -
Coventry +31 9 £52,500 +10.53%
Solihull +11 7 £62,000 +30.53%
Worcestershire +24 2 £72,500 -
Warwickshire +23 2 £65,000 +18.18%
Hadoop
England

For the 6 months to 24 May 2020, 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 West Midlands region with a requirement for Hadoop.

1 38 (71.70%) SQL
2 33 (62.26%) Agile Software Development
3 29 (54.72%) Big Data
4 26 (49.06%) AWS
5 25 (47.17%) Azure
5 25 (47.17%) Software Engineering
6 24 (45.28%) Apache Spark
7 23 (43.40%) Analytics
8 22 (41.51%) Java
9 20 (37.74%) Python
10 17 (32.08%) Kafka
10 17 (32.08%) Data Analytics
11 16 (30.19%) Cloudera
11 16 (30.19%) Pentaho
11 16 (30.19%) Apache Hive
11 16 (30.19%) Scrum
11 16 (30.19%) Requirements Gathering
12 15 (28.30%) Oracle
13 14 (26.42%) Git (software)
14 13 (24.53%) Data Engineering
15 12 (22.64%) Finance
15 12 (22.64%) Unix
15 12 (22.64%) Business Intelligence
15 12 (22.64%) Data Science
16 11 (20.75%) PL/SQL
16 11 (20.75%) Microservices
17 10 (18.87%) Analytical Skills
17 10 (18.87%) Elasticsearch
17 10 (18.87%) Ansible
17 10 (18.87%) HDFS

Hadoop
Co-occurring IT Skills in the West Midlands 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 24 (45.28%) Apache Spark
2 10 (18.87%) Elasticsearch
3 8 (15.09%) SAS
4 4 (7.55%) Apache Pig
5 3 (5.66%) Apache
5 3 (5.66%) SharePoint
6 2 (3.77%) Apache Solr
7 1 (1.89%) Confluence
7 1 (1.89%) JBoss
7 1 (1.89%) Oracle SOA Suite
7 1 (1.89%) WildFly
Applications
1 2 (3.77%) Microsoft Excel
2 1 (1.89%) Microsoft Office
2 1 (1.89%) Microsoft PowerPoint
Business Applications
1 1 (1.89%) ENOVIA
Cloud Services
1 26 (49.06%) AWS
2 25 (47.17%) Azure
3 9 (16.98%) Power Platform
4 7 (13.21%) PaaS
5 4 (7.55%) Azure Data Factory
5 4 (7.55%) GCP
6 3 (5.66%) SaaS
7 2 (3.77%) Amazon S3
7 2 (3.77%) Serverless
8 1 (1.89%) Amazon EMR
8 1 (1.89%) Amazon Kinesis
8 1 (1.89%) Office 365
8 1 (1.89%) Power Automate
8 1 (1.89%) PowerApps
Communications & Networking
1 5 (9.43%) SSL
2 2 (3.77%) 3G
2 2 (3.77%) 4G
2 2 (3.77%) 5G
2 2 (3.77%) LTE
2 2 (3.77%) Wi-Fi
2 2 (3.77%) WLAN
Database & Business Intelligence
1 29 (54.72%) Big Data
2 16 (30.19%) Apache Hive
2 16 (30.19%) Pentaho
3 10 (18.87%) Impala
4 9 (16.98%) Power BI
5 8 (15.09%) Amazon Redshift
5 8 (15.09%) Data Warehouse
6 6 (11.32%) HBase
6 6 (11.32%) Relational Database
7 5 (9.43%) SQL Server Integration Services
8 4 (7.55%) BusinessObjects
8 4 (7.55%) NoSQL
8 4 (7.55%) Oracle Database
8 4 (7.55%) SQL Server Analysis Services
9 3 (5.66%) Apache Cassandra
9 3 (5.66%) Microsoft Analysis Services
9 3 (5.66%) MongoDB
9 3 (5.66%) MySQL
9 3 (5.66%) SQL Server
10 2 (3.77%) PostgreSQL
Development Applications
1 14 (26.42%) Git (software)
2 9 (16.98%) Jenkins
3 8 (15.09%) Maven
4 7 (13.21%) Artifactory
4 7 (13.21%) Bitbucket
4 7 (13.21%) JIRA
4 7 (13.21%) Moq
5 4 (7.55%) git-flow
6 3 (5.66%) JUnit
7 2 (3.77%) Selenium
7 2 (3.77%) Subversion
8 1 (1.89%) Atlassian Bamboo
8 1 (1.89%) JBehave
8 1 (1.89%) Mercurial
8 1 (1.89%) Mockito
8 1 (1.89%) Visual Studio Team System
General
1 12 (22.64%) Finance
2 5 (9.43%) Retail
3 4 (7.55%) Automotive
3 4 (7.55%) Games
4 2 (3.77%) Manufacturing
4 2 (3.77%) Telecoms
5 1 (1.89%) Banking
5 1 (1.89%) Electronics
5 1 (1.89%) Publishing
Job Titles
1 20 (37.74%) Data Engineer
2 14 (26.42%) Software Engineer
3 9 (16.98%) Developer
4 7 (13.21%) Senior Software Engineer
5 6 (11.32%) Big Data Engineer
6 5 (9.43%) Architect
6 5 (9.43%) Big Data Software Engineer
6 5 (9.43%) Data Architect
6 5 (9.43%) Senior Developer
7 4 (7.55%) Data Scientist
7 4 (7.55%) Developer/Software Engineer
7 4 (7.55%) Senior Architect
7 4 (7.55%) Senior Data Architect
7 4 (7.55%) Senior Software Developer
7 4 (7.55%) Software Developer
7 4 (7.55%) Software Manager
8 3 (5.66%) Consultant
8 3 (5.66%) Java Developer
9 2 (3.77%) SQL Developer
9 2 (3.77%) Systems Engineer
Libraries, Frameworks & Software Standards
1 17 (32.08%) Kafka
2 9 (16.98%) REST
3 8 (15.09%) .NET
3 8 (15.09%) .NET Core
4 7 (13.21%) ASP.NET
5 5 (9.43%) HTML
5 5 (9.43%) Spring
6 4 (7.55%) .NET Framework
6 4 (7.55%) Entity Framework
6 4 (7.55%) Spring Boot
7 3 (5.66%) Pandas
8 2 (3.77%) Elastic Stack
8 2 (3.77%) Hibernate
8 2 (3.77%) RESTful
9 1 (1.89%) Java EE
9 1 (1.89%) JavaFX
9 1 (1.89%) JPA
9 1 (1.89%) OAuth
9 1 (1.89%) Spring MVC
9 1 (1.89%) WireMock
Miscellaneous
1 10 (18.87%) Analytical Skills
2 7 (13.21%) Public Cloud
3 5 (9.43%) Algorithms
4 4 (7.55%) Data Structures
4 4 (7.55%) Greenfield Project
5 2 (3.77%) Mainframe
5 2 (3.77%) PKI
6 1 (1.89%) Analytical Mindset
6 1 (1.89%) Cyberthreat
6 1 (1.89%) Mobile Banking
6 1 (1.89%) Self-Motivation
6 1 (1.89%) User Experience
Operating Systems
1 12 (22.64%) Unix
2 3 (5.66%) Linux
3 2 (3.77%) Windows
Processes & Methodologies
1 33 (62.26%) Agile Software Development
2 25 (47.17%) Software Engineering
3 23 (43.40%) Analytics
4 17 (32.08%) Data Analytics
5 16 (30.19%) Requirements Gathering
5 16 (30.19%) Scrum
6 13 (24.53%) Data Engineering
7 12 (22.64%) Business Intelligence
7 12 (22.64%) Data Science
8 11 (20.75%) Microservices
9 10 (18.87%) ETL
9 10 (18.87%) Mentoring
9 10 (18.87%) TDD
10 9 (16.98%) Software Delivery
11 8 (15.09%) Decision-Making
11 8 (15.09%) Machine Learning
12 7 (13.21%) Architectural Design
12 7 (13.21%) DevOps
13 6 (11.32%) Coaching
13 6 (11.32%) Process Improvement
Programming Languages
1 38 (71.70%) SQL
2 22 (41.51%) Java
3 20 (37.74%) Python
4 11 (20.75%) PL/SQL
5 9 (16.98%) HiveQL
6 7 (13.21%) C#
7 6 (11.32%) JavaScript
8 4 (7.55%) Data Analysis Expressions (DAX)
8 4 (7.55%) R
8 4 (7.55%) Shell Script
9 3 (5.66%) C++
9 3 (5.66%) Scala
10 2 (3.77%) Bash Shell
11 1 (1.89%) Java 8
11 1 (1.89%) MATLAB
11 1 (1.89%) PowerShell
11 1 (1.89%) T-SQL
11 1 (1.89%) VBA
Qualifications
1 6 (11.32%) Degree
2 3 (5.66%) Numerate Degree
3 2 (3.77%) SC Cleared
3 2 (3.77%) Security Cleared
4 1 (1.89%) BPSS Clearance
4 1 (1.89%) CCNP
4 1 (1.89%) Cisco Certification
4 1 (1.89%) CISSP
4 1 (1.89%) CSPO
4 1 (1.89%) DV Cleared
Quality Assurance & Compliance
1 4 (7.55%) GDPR
2 1 (1.89%) Data Quality
System Software
1 10 (18.87%) HDFS
2 4 (7.55%) Docker
3 2 (3.77%) Apache Flume
3 2 (3.77%) Apache ZooKeeper
Systems Management
1 10 (18.87%) Ansible
2 7 (13.21%) Terraform
3 3 (5.66%) Docker Swarm
3 3 (5.66%) Kubernetes
3 3 (5.66%) Puppet
4 2 (3.77%) Salt
5 1 (1.89%) Hadoop YARN
5 1 (1.89%) Kibana
5 1 (1.89%) logstash
5 1 (1.89%) Mesos
5 1 (1.89%) Oozie
5 1 (1.89%) Opscode Chef
Vendors
1 16 (30.19%) Cloudera
2 15 (28.30%) Oracle
3 6 (11.32%) Informatica
3 6 (11.32%) Splunk
4 4 (7.55%) Google
4 4 (7.55%) Talend
5 3 (5.66%) Hitachi
6 2 (3.77%) Ab Initio
6 2 (3.77%) Microsoft
6 2 (3.77%) MuleSoft
6 2 (3.77%) webMethods
7 1 (1.89%) Apple
7 1 (1.89%) IBM
7 1 (1.89%) RapidMiner
7 1 (1.89%) Salesforce.com
7 1 (1.89%) SaltStack