Period
to 15 October 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 15 October 2021 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > East of England
6 months to
15 Oct 2021
Same period 2020 Same period 2019
Rank 196 114 229
Rank change year-on-year -82 +115 -27
Permanent jobs citing Hadoop 42 16 45
As % of all permanent jobs advertised in the East of England 0.77% 0.89% 0.65%
As % of the Database & Business Intelligence category 4.09% 3.69% 2.55%
Number of salaries quoted 3 13 42
10th Percentile £86,500 " £50,000
25th Percentile £92,500 £57,500 £60,625
Median annual salary (50th Percentile) £105,000 £70,000 £70,000
Median % change year-on-year +50.00% - +6.06%
75th Percentile £111,250 £72,500 £81,875
90th Percentile £113,500 £87,500 £96,250
England median annual salary £80,000 £72,500 £70,000
% change year-on-year +10.34% +3.57% -

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 1,028 434 1,768
As % of all permanent IT jobs advertised in the East of England 18.86% 24.25% 25.60%
Number of salaries quoted 603 365 1,455
10th Percentile £32,500 £31,250 £31,250
25th Percentile £41,250 £37,500 £37,500
Median annual salary (50th Percentile) £50,000 £47,500 £47,500
Median % change year-on-year +5.26% - +4.40%
75th Percentile £63,750 £62,500 £60,000
90th Percentile £76,250 £72,500 £70,000
England median annual salary £58,000 £55,000 £52,500
% change year-on-year +5.45% +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 15 October 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 15 October 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 -47 28 - -
Hertfordshire -60 11 £105,000 +20.00% 7
Essex - 2 - - 1
Suffolk -15 1 - -
Hadoop
England

For the 6 months to 15 October 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 37 (88.10%) Python
1 37 (88.10%) Apache Spark
2 31 (73.81%) AWS
3 30 (71.43%) Data Science
4 28 (66.67%) SQL
5 27 (64.29%) Artificial Intelligence
5 27 (64.29%) Software Engineering
5 27 (64.29%) Open Source
5 27 (64.29%) DevOps
5 27 (64.29%) Kubernetes
6 26 (61.90%) Analytics
6 26 (61.90%) Serverless
7 22 (52.38%) Games
8 21 (50.00%) Machine Learning
9 20 (47.62%) Manufacturing
9 20 (47.62%) Social Skills
10 19 (45.24%) PhD
10 19 (45.24%) Degree
10 19 (45.24%) Life Science
11 18 (42.86%) Data Governance
12 17 (40.48%) Natural Language Processing
12 17 (40.48%) R
12 17 (40.48%) Facebook
12 17 (40.48%) Social Media
12 17 (40.48%) Deep Learning
12 17 (40.48%) Docker
12 17 (40.48%) Algorithms
12 17 (40.48%) Use Case
12 17 (40.48%) Computer Science
12 17 (40.48%) Scrum

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 37 (88.10%) Apache Spark
2 13 (30.95%) Apache
3 10 (23.81%) Apache Solr
4 3 (7.14%) Apache Synapse
5 2 (4.76%) SAS
6 1 (2.38%) Apache Airflow
Cloud Services
1 31 (73.81%) AWS
2 26 (61.90%) Serverless
3 10 (23.81%) AWS CloudFormation
3 10 (23.81%) AWS Lambda
4 5 (11.90%) Azure
4 5 (11.90%) Power Platform
5 3 (7.14%) Amazon Kinesis
5 3 (7.14%) Azure Synapse Analytics
5 3 (7.14%) GCP
6 2 (4.76%) Amazon EMR
6 2 (4.76%) Azure Data Factory
6 2 (4.76%) IaaS
6 2 (4.76%) PaaS
7 1 (2.38%) Amazon EC2
7 1 (2.38%) Amazon S3
Database & Business Intelligence
1 13 (30.95%) NoSQL
2 10 (23.81%) Amazon Aurora
2 10 (23.81%) Amazon DynamoDB
2 10 (23.81%) Amazon Redshift
2 10 (23.81%) Apache Cassandra
2 10 (23.81%) Big Data
2 10 (23.81%) ClickHouse
3 8 (19.05%) Apache Hive
4 5 (11.90%) Power BI
5 4 (9.52%) Data Warehouse
5 4 (9.52%) SQL Server
6 3 (7.14%) MySQL
6 3 (7.14%) OLAP
6 3 (7.14%) Oracle OLAP
6 3 (7.14%) Relational Database
7 2 (4.76%) Amazon QuickSight
7 2 (4.76%) Data Mining
7 2 (4.76%) Electronic Patient Records
7 2 (4.76%) HDInsight
7 2 (4.76%) Looker
Development Applications
1 16 (38.10%) Jenkins
General
1 22 (52.38%) Games
2 20 (47.62%) Manufacturing
2 20 (47.62%) Social Skills
3 13 (30.95%) Pharmaceutical
4 10 (23.81%) Influencing Skills
5 3 (7.14%) Electronics
6 2 (4.76%) Law
7 1 (2.38%) Analytical Skills
7 1 (2.38%) Finance
7 1 (2.38%) Inclusion and Diversity
Job Titles
1 10 (23.81%) Data Science Leader
2 7 (16.67%) Developer
3 6 (14.29%) Data Manager
3 6 (14.29%) Full Stack Developer
3 6 (14.29%) Operations Engineer
4 3 (7.14%) Data Engineer
4 3 (7.14%) Data Scientist
5 2 (4.76%) Architect
5 2 (4.76%) Data Analytics Architect
5 2 (4.76%) Data Architect
5 2 (4.76%) Microsoft Engineer
6 1 (2.38%) Data Analytics Scientist
6 1 (2.38%) Machine Learning Developer
6 1 (2.38%) Machine Learning Engineer
6 1 (2.38%) Python Engineer
6 1 (2.38%) Senior Developer
6 1 (2.38%) Senior Software Developer
6 1 (2.38%) Software Developer
Libraries, Frameworks & Software Standards
1 11 (26.19%) Shiny
2 10 (23.81%) React
3 2 (4.76%) PyTorch
3 2 (4.76%) TensorFlow
4 1 (2.38%) Boost C++ Libraries
4 1 (2.38%) Flask
4 1 (2.38%) Kafka
4 1 (2.38%) OpenCL
Miscellaneous
1 19 (45.24%) Life Science
2 17 (40.48%) Algorithms
2 17 (40.48%) Social Media
3 16 (38.10%) Cloud Native
4 3 (7.14%) Blog
4 3 (7.14%) Tandem
5 2 (4.76%) Pharmacovigilance
6 1 (2.38%) CUDA
Operating Systems
1 1 (2.38%) Unix
Processes & Methodologies
1 30 (71.43%) Data Science
2 27 (64.29%) Artificial Intelligence
2 27 (64.29%) DevOps
2 27 (64.29%) Open Source
2 27 (64.29%) Software Engineering
3 26 (61.90%) Analytics
4 21 (50.00%) Machine Learning
5 18 (42.86%) Data Governance
6 17 (40.48%) Computer Science
6 17 (40.48%) Computer Vision
6 17 (40.48%) Data Analysis
6 17 (40.48%) Deep Learning
6 17 (40.48%) Natural Language Processing
6 17 (40.48%) Scrum
6 17 (40.48%) Use Case
7 16 (38.10%) Microservices
7 16 (38.10%) Predictive Modelling
8 15 (35.71%) Business Intelligence
8 15 (35.71%) Visualisation
9 12 (28.57%) Agile Software Development
Programming Languages
1 37 (88.10%) Python
2 28 (66.67%) SQL
3 17 (40.48%) R
4 10 (23.81%) Java
4 10 (23.81%) JavaScript
5 2 (4.76%) C
5 2 (4.76%) C++
5 2 (4.76%) MATLAB
6 1 (2.38%) Julia
Qualifications
1 19 (45.24%) Degree
1 19 (45.24%) PhD
2 16 (38.10%) Computer Science Degree
3 1 (2.38%) Master's Degree
Quality Assurance & Compliance
1 16 (38.10%) GxP
System Software
1 17 (40.48%) Docker
2 10 (23.81%) Apache ZooKeeper
Systems Management
1 27 (64.29%) Kubernetes
2 16 (38.10%) Terraform
3 10 (23.81%) Mesos
4 6 (14.29%) Ansible
4 6 (14.29%) Kubeflow
Vendors
1 17 (40.48%) Facebook
2 10 (23.81%) Dataiku
3 5 (11.90%) Databricks
3 5 (11.90%) Microsoft
3 5 (11.90%) NVIDIA
4 4 (9.52%) Oracle
5 2 (4.76%) Cloudera
5 2 (4.76%) Informatica
5 2 (4.76%) Intel
5 2 (4.76%) SAP
6 1 (2.38%) IBM