Period
to 29 July 2021

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 29 July 2021 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > East of England
6 months to
29 Jul 2021
Same period 2020 Same period 2019
Rank 189 156 224
Rank change year-on-year -33 +68 -20
Permanent jobs citing Hadoop 26 25 50
As % of all permanent jobs advertised in the East of England 0.55% 0.80% 0.68%
As % of the Database & Business Intelligence category 2.84% 3.16% 2.71%
Number of salaries quoted 8 22 44
10th Percentile £52,450 £42,625 £50,000
25th Percentile £76,188 £57,500 £55,625
Median annual salary (50th Percentile) £106,250 £65,000 £67,500
Median % change year-on-year +63.46% -3.70% +3.85%
75th Percentile £113,750 £72,500 £75,000
90th Percentile £114,125 £120,000 £82,500
England median annual salary £77,500 £75,000 £70,000
% change year-on-year +3.33% +7.14% +3.70%

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 917 790 1,846
As % of all permanent IT jobs advertised in the East of England 19.35% 25.36% 25.10%
Number of salaries quoted 580 661 1,524
10th Percentile £33,647 £31,250 £32,500
25th Percentile £42,500 £36,250 £37,500
Median annual salary (50th Percentile) £52,500 £46,500 £47,500
Median % change year-on-year +12.90% -2.11% -
75th Percentile £64,063 £60,000 £60,000
90th Percentile £78,750 £70,000 £68,750
England median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +5.00%

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 29 July 2021.

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 29 July 2021. 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
Cambridgeshire -30 17 £42,500 -34.62% 1
Hertfordshire -13 7 £107,500 +95.45% 1
Essex +4 1 £59,500 +48.75%
Suffolk -2 1 - -
Hadoop
England

For the 6 months to 29 July 2021, 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 21 (80.77%) Data Science
2 20 (76.92%) Apache Spark
2 20 (76.92%) Python
3 17 (65.38%) Analytics
4 16 (61.54%) AWS
5 15 (57.69%) Artificial Intelligence
6 14 (53.85%) Business Intelligence
7 13 (50.00%) SQL
8 12 (46.15%) Open Source
8 12 (46.15%) DevOps
8 12 (46.15%) Kubernetes
8 12 (46.15%) Serverless
9 11 (42.31%) Machine Learning
9 11 (42.31%) Visualisation
9 11 (42.31%) PhD
9 11 (42.31%) Games
10 10 (38.46%) Data Engineering
11 9 (34.62%) Terraform
11 9 (34.62%) Manufacturing
11 9 (34.62%) Software Engineering
11 9 (34.62%) Life Science
11 9 (34.62%) Degree
11 9 (34.62%) Docker
11 9 (34.62%) Jenkins
12 8 (30.77%) NoSQL
12 8 (30.77%) R
12 8 (30.77%) Natural Language Processing
12 8 (30.77%) Computer Science
12 8 (30.77%) Apache
12 8 (30.77%) Java

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 20 (76.92%) Apache Spark
2 8 (30.77%) Apache
3 6 (23.08%) Apache Solr
4 3 (11.54%) SAS
5 1 (3.85%) Apache Airflow
5 1 (3.85%) Apache Synapse
5 1 (3.85%) Elasticsearch
Cloud Services
1 16 (61.54%) AWS
2 12 (46.15%) Serverless
3 6 (23.08%) AWS CloudFormation
3 6 (23.08%) AWS Lambda
4 5 (19.23%) Power Platform
5 4 (15.38%) Azure
6 3 (11.54%) Amazon Kinesis
6 3 (11.54%) GCP
7 2 (7.69%) Amazon EMR
7 2 (7.69%) Azure Data Factory
7 2 (7.69%) IaaS
7 2 (7.69%) PaaS
8 1 (3.85%) Azure Cosmos DB
8 1 (3.85%) Azure Synapse Analytics
8 1 (3.85%) Cloud Computing
Database & Business Intelligence
1 8 (30.77%) NoSQL
2 7 (26.92%) Amazon Redshift
3 6 (23.08%) Amazon Aurora
3 6 (23.08%) Amazon DynamoDB
3 6 (23.08%) Apache Cassandra
3 6 (23.08%) ClickHouse
4 5 (19.23%) Big Data
4 5 (19.23%) Data Warehouse
4 5 (19.23%) Power BI
5 3 (11.54%) Data Lake
5 3 (11.54%) Data Mining
5 3 (11.54%) Electronic Patient Records
6 2 (7.69%) Amazon QuickSight
6 2 (7.69%) Apache Hive
6 2 (7.69%) HDInsight
6 2 (7.69%) Looker
6 2 (7.69%) MySQL
6 2 (7.69%) QlikView
6 2 (7.69%) SQL Server
7 1 (3.85%) Oracle OLAP
Development Applications
1 9 (34.62%) Jenkins
General
1 11 (42.31%) Games
2 9 (34.62%) Manufacturing
3 8 (30.77%) Social Skills
4 7 (26.92%) Pharmaceutical
5 6 (23.08%) Influencing Skills
6 2 (7.69%) Analytical Skills
6 2 (7.69%) Law
7 1 (3.85%) Electronics
7 1 (3.85%) Finance
Job Titles
1 5 (19.23%) Architect
1 5 (19.23%) Data Architect
2 4 (15.38%) Data Science Leader
3 3 (11.54%) Data Scientist
3 3 (11.54%) Developer
3 3 (11.54%) Enterprise Architect
3 3 (11.54%) Enterprise Data Architect
3 3 (11.54%) Full Stack Developer
3 3 (11.54%) Operations Engineer
4 2 (7.69%) Data Analytics Architect
5 1 (3.85%) Analyst
5 1 (3.85%) Data Analyst
5 1 (3.85%) Data Engineer
5 1 (3.85%) Data Modeller
5 1 (3.85%) DBA
5 1 (3.85%) Mathematical Modeller
5 1 (3.85%) Principal Engineer
5 1 (3.85%) Python Engineer
Libraries, Frameworks & Software Standards
1 6 (23.08%) React
1 6 (23.08%) Shiny
2 4 (15.38%) Kafka
3 1 (3.85%) NumPy
3 1 (3.85%) PyTorch
3 1 (3.85%) scikit-learn
3 1 (3.85%) SciPy
3 1 (3.85%) TensorFlow
Miscellaneous
1 9 (34.62%) Life Science
2 6 (23.08%) Algorithms
2 6 (23.08%) Cloud Native
2 6 (23.08%) Social Media
3 2 (7.69%) Pharmacovigilance
4 1 (3.85%) Biotechnology
4 1 (3.85%) Blog
4 1 (3.85%) NHS
4 1 (3.85%) Tandem
Processes & Methodologies
1 21 (80.77%) Data Science
2 17 (65.38%) Analytics
3 15 (57.69%) Artificial Intelligence
4 14 (53.85%) Business Intelligence
5 12 (46.15%) DevOps
5 12 (46.15%) Open Source
6 11 (42.31%) Machine Learning
6 11 (42.31%) Visualisation
7 10 (38.46%) Data Engineering
8 9 (34.62%) Software Engineering
9 8 (30.77%) Computer Science
9 8 (30.77%) Computer Vision
9 8 (30.77%) Natural Language Processing
10 7 (26.92%) Continuous Deployment
10 7 (26.92%) Continuous Integration
10 7 (26.92%) Data Analysis
10 7 (26.92%) Deep Learning
11 6 (23.08%) Agile Software Development
11 6 (23.08%) Scrum
11 6 (23.08%) TDD
Programming Languages
1 20 (76.92%) Python
2 13 (50.00%) SQL
3 8 (30.77%) Java
3 8 (30.77%) R
4 6 (23.08%) JavaScript
5 3 (11.54%) MATLAB
6 2 (7.69%) Scala
7 1 (3.85%) C++
7 1 (3.85%) Julia
Qualifications
1 11 (42.31%) PhD
2 9 (34.62%) Degree
3 6 (23.08%) Computer Science Degree
Quality Assurance & Compliance
1 6 (23.08%) GxP
2 3 (11.54%) Data Quality
System Software
1 9 (34.62%) Docker
2 6 (23.08%) Apache ZooKeeper
3 1 (3.85%) HDFS
Systems Management
1 12 (46.15%) Kubernetes
2 9 (34.62%) Terraform
3 6 (23.08%) Mesos
4 4 (15.38%) Ansible
5 3 (11.54%) Kubeflow
Vendors
1 6 (23.08%) Facebook
1 6 (23.08%) Instagram
2 5 (19.23%) Cloudera
2 5 (19.23%) Informatica
3 3 (11.54%) Databricks
3 3 (11.54%) Dataiku
3 3 (11.54%) Microsoft
3 3 (11.54%) NVIDIA
3 3 (11.54%) SAP
4 2 (7.69%) Intel
4 2 (7.69%) Oracle
5 1 (3.85%) Cognos
5 1 (3.85%) Google
5 1 (3.85%) IBM
5 1 (3.85%) Netezza
5 1 (3.85%) Teradata