Period
to 23 January 2022

The following table provides summary statistics for permanent job vacancies advertised in the East of England 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 23 January 2022 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > East of England
6 months to
23 Jan 2022
Same period 2021 Same period 2020
Rank 210 144 209
Rank change year-on-year -66 +65 -9
Permanent jobs citing Hadoop 36 14 46
As % of all permanent jobs advertised in the East of England 0.61% 0.58% 0.75%
As % of the Database & Business Intelligence category 3.14% 2.48% 2.87%
Number of salaries quoted 4 12 42
10th Percentile £38,125 - £52,000
25th Percentile £40,938 £57,500 £67,500
Median annual salary (50th Percentile) £46,250 £65,000 £75,000
Median % change year-on-year -28.85% -13.33% +11.11%
75th Percentile £65,313 £92,188 £88,188
90th Percentile £95,125 £97,250 £108,750
England median annual salary £75,000 £70,000 £70,000
% change year-on-year +7.14% - -

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 East of England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
East of England
Permanent vacancies with a requirement for database or business intelligence skills 1,147 564 1,603
As % of all permanent IT jobs advertised in the East of England 19.55% 23.39% 26.14%
Number of salaries quoted 632 439 1,290
10th Percentile £31,250 £30,800 £28,750
25th Percentile £39,875 £36,250 £37,500
Median annual salary (50th Percentile) £50,000 £50,000 £47,500
Median % change year-on-year - +5.26% -
75th Percentile £66,250 £64,375 £61,250
90th Percentile £73,750 £75,000 £75,000
England median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% -

Hadoop
Job Vacancy Trend in the East of England

Job postings citing Hadoop as a proportion of all IT jobs advertised in the East of England.

Job vacancy trend for Hadoop in the East of England

Hadoop
Salary Trend in the East of England

3-month moving average salary quoted in jobs citing Hadoop in the East of England.

Salary trend for Hadoop in the East of England

Hadoop
Salary Histogram in the East of England

Salary distribution for jobs citing Hadoop in the East of England over the 6 months to 23 January 2022.

Salary histogram for Hadoop in the East of England

Hadoop
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the East of England region over the 6 months to 23 January 2022. 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
Jobs
Cambridgeshire -43 17 £46,250 -28.85% 1
Hertfordshire -65 14 £110,000 +15.79% 11
Essex - 5 £37,500 - 5
Hadoop
England

For the 6 months to 23 January 2022, 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 East of England region with a requirement for Hadoop.

1 34 (94.44%) Apache Spark
2 31 (86.11%) Python
3 23 (63.89%) SQL
3 23 (63.89%) Software Engineering
3 23 (63.89%) Analytics
4 22 (61.11%) AWS
5 21 (58.33%) Data Science
6 20 (55.56%) Social Skills
7 19 (52.78%) Artificial Intelligence
8 18 (50.00%) R
9 17 (47.22%) Data Governance
9 17 (47.22%) Machine Learning
9 17 (47.22%) DevOps
10 16 (44.44%) Apache Hive
10 16 (44.44%) Open Source
10 16 (44.44%) Kubernetes
11 15 (41.67%) Serverless
11 15 (41.67%) Degree
11 15 (41.67%) Computer Science
11 15 (41.67%) Data Analysis
12 14 (38.89%) PhD
12 14 (38.89%) Natural Language Processing
12 14 (38.89%) Use Case
12 14 (38.89%) Deep Learning
12 14 (38.89%) Big Data
12 14 (38.89%) Computer Vision
13 13 (36.11%) Decision-Making
13 13 (36.11%) Agile Software Development
14 12 (33.33%) Manufacturing
14 12 (33.33%) Games

Hadoop
Co-occurring IT Skills in the East of England 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 34 (94.44%) Apache Spark
2 7 (19.44%) Apache
3 5 (13.89%) Apache Solr
4 2 (5.56%) Apache Synapse
5 1 (2.78%) Elasticsearch
5 1 (2.78%) JBoss
5 1 (2.78%) SAS
Cloud Services
1 22 (61.11%) AWS
2 15 (41.67%) Serverless
3 5 (13.89%) AWS CloudFormation
3 5 (13.89%) AWS Lambda
4 4 (11.11%) Amazon EC2
4 4 (11.11%) Amazon S3
4 4 (11.11%) Power Platform
5 3 (8.33%) Azure
6 2 (5.56%) Azure Synapse Analytics
6 2 (5.56%) GCP
7 1 (2.78%) Amazon EMR
7 1 (2.78%) Amazon Kinesis
7 1 (2.78%) Azure Data Factory
7 1 (2.78%) IaaS
7 1 (2.78%) PaaS
Database & Business Intelligence
1 16 (44.44%) Apache Hive
2 14 (38.89%) Big Data
3 8 (22.22%) NoSQL
4 6 (16.67%) Amazon Redshift
4 6 (16.67%) Apache Cassandra
4 6 (16.67%) SQL Server
5 5 (13.89%) Amazon Aurora
5 5 (13.89%) Amazon DynamoDB
5 5 (13.89%) ClickHouse
6 4 (11.11%) MySQL
6 4 (11.11%) Oracle Database
6 4 (11.11%) Oracle Database 11g
6 4 (11.11%) Power BI
6 4 (11.11%) Tableau
7 3 (8.33%) Data Warehouse
7 3 (8.33%) Relational Database
8 2 (5.56%) OLAP
8 2 (5.56%) Oracle OLAP
9 1 (2.78%) BusinessObjects
9 1 (2.78%) Data Mining
Development Applications
1 8 (22.22%) Jenkins
2 2 (5.56%) Selenium
General
1 20 (55.56%) Social Skills
2 12 (33.33%) Games
2 12 (33.33%) Manufacturing
3 11 (30.56%) Pharmaceutical
4 5 (13.89%) Influencing Skills
5 4 (11.11%) Analytical Skills
5 4 (11.11%) Finance
6 2 (5.56%) Electronics
7 1 (2.78%) Inclusion and Diversity
Job Titles
1 9 (25.00%) Data Manager
2 7 (19.44%) Data Science Leader
3 4 (11.11%) Data Analytics Scientist
3 4 (11.11%) Data Engineer
3 4 (11.11%) Data Scientist
3 4 (11.11%) Developer
4 3 (8.33%) Full Stack Developer
4 3 (8.33%) Operations Engineer
5 2 (5.56%) Microsoft Engineer
5 2 (5.56%) QA Tester
5 2 (5.56%) Senior QA Tester
5 2 (5.56%) Senior Tester
5 2 (5.56%) Tester
6 1 (2.78%) Architect
6 1 (2.78%) Data Analytics Architect
6 1 (2.78%) Data Architect
6 1 (2.78%) Machine Learning Developer
6 1 (2.78%) Senior Developer
6 1 (2.78%) Senior Software Developer
6 1 (2.78%) Software Developer
Libraries, Frameworks & Software Standards
1 9 (25.00%) Shiny
2 5 (13.89%) PyTorch
2 5 (13.89%) React
2 5 (13.89%) TensorFlow
3 4 (11.11%) Flask
4 2 (5.56%) Gherkin
5 1 (2.78%) Boost C++ Libraries
5 1 (2.78%) Hibernate
5 1 (2.78%) Kafka
5 1 (2.78%) OpenCL
5 1 (2.78%) REST
5 1 (2.78%) SOAP
5 1 (2.78%) Spring
5 1 (2.78%) Spring MVC
Miscellaneous
1 12 (33.33%) Social Media
2 11 (30.56%) Algorithms
2 11 (30.56%) Life Science
3 10 (27.78%) Cloud Native
4 2 (5.56%) Blog
4 2 (5.56%) Tandem
5 1 (2.78%) CUDA
Operating Systems
1 2 (5.56%) Unix
Processes & Methodologies
1 23 (63.89%) Analytics
1 23 (63.89%) Software Engineering
2 21 (58.33%) Data Science
3 19 (52.78%) Artificial Intelligence
4 17 (47.22%) Data Governance
4 17 (47.22%) DevOps
4 17 (47.22%) Machine Learning
5 16 (44.44%) Open Source
6 15 (41.67%) Computer Science
6 15 (41.67%) Data Analysis
7 14 (38.89%) Computer Vision
7 14 (38.89%) Deep Learning
7 14 (38.89%) Natural Language Processing
7 14 (38.89%) Use Case
8 13 (36.11%) Agile Software Development
8 13 (36.11%) Decision-Making
9 12 (33.33%) CI/CD
9 12 (33.33%) Scrum
10 11 (30.56%) Visualisation
11 10 (27.78%) Predictive Modelling
Programming Languages
1 31 (86.11%) Python
2 23 (63.89%) SQL
3 18 (50.00%) R
4 8 (22.22%) Java
5 5 (13.89%) C
5 5 (13.89%) C++
5 5 (13.89%) JavaScript
6 2 (5.56%) Scala
7 1 (2.78%) Julia
7 1 (2.78%) PL/SQL
Qualifications
1 15 (41.67%) Degree
2 14 (38.89%) PhD
3 11 (30.56%) Computer Science Degree
4 5 (13.89%) Master's Degree
Quality Assurance & Compliance
1 10 (27.78%) GxP
2 2 (5.56%) QA
System Software
1 10 (27.78%) Docker
2 5 (13.89%) Apache ZooKeeper
Systems Management
1 16 (44.44%) Kubernetes
2 8 (22.22%) Terraform
3 6 (16.67%) Mesos
4 3 (8.33%) Ansible
4 3 (8.33%) Kubeflow
Vendors
1 12 (33.33%) Facebook
2 7 (19.44%) Dataiku
2 7 (19.44%) Oracle
3 3 (8.33%) Databricks
3 3 (8.33%) Microsoft
3 3 (8.33%) NVIDIA
4 1 (2.78%) Cloudera
4 1 (2.78%) Informatica
4 1 (2.78%) Intel