Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

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

Apache Hadoop
England > South East
6 months to
24 May 2022		 Same period 2021 Same period 2020
Rank 298 286 240
Rank change year-on-year -12 -46 +24
Permanent jobs citing Hadoop 184 97 187
As % of all permanent jobs advertised in the South East 0.91% 0.72% 1.12%
As % of the Database & Business Intelligence category 3.66% 2.70% 4.30%
Number of salaries quoted 79 71 116
10th Percentile £32,500 £42,500 £35,625
25th Percentile £54,375 £47,500 £47,500
Median annual salary (50th Percentile) £63,750 £70,000 £65,000
Median % change year-on-year -8.93% +7.69% +8.33%
75th Percentile £66,875 £92,500 £82,500
90th Percentile £75,000 £101,250 £87,500
England median annual salary £75,000 £75,000 £72,500
% change year-on-year - +3.45% +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 South East with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
South East
Permanent vacancies with a requirement for database or business intelligence skills 5,022 3,595 4,345
As % of all permanent IT jobs advertised in the South East 24.77% 26.51% 25.97%
Number of salaries quoted 3,050 2,911 3,571
10th Percentile £32,500 £33,750 £31,250
25th Percentile £41,250 £41,250 £38,500
Median annual salary (50th Percentile) £55,000 £52,500 £50,000
Median % change year-on-year +4.76% +5.00% +5.26%
75th Percentile £70,000 £63,750 £63,500
90th Percentile £83,750 £75,000 £76,250
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +4.76%

Hadoop
Job Vacancy Trend in the South East

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

Job vacancy trend for Hadoop in the South East

Hadoop
Salary Trend in the South East

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

Salary trend for Hadoop in the South East

Hadoop
Salary Histogram in the South East

Salary distribution for jobs citing Hadoop in the South East over the 6 months to 24 May 2022.

Salary histogram for Hadoop in the South East

Hadoop
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the South East region over the 6 months to 24 May 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
Thames Valley +18 94 £63,750 +2.00% 5
Surrey -38 39 £80,000 -15.79% 2
Hampshire -59 38 £35,000 -30.00%
Oxfordshire +3 36 £63,750 +15.91%
Berkshire +16 34 £50,000 -28.57% 3
Buckinghamshire -41 24 £57,500 +21.05% 2
Kent - 10 £52,500 -
East Sussex -5 3 £70,000 -22.22%
West Sussex -4 1 - - 1
Hadoop
England

For the 6 months to 24 May 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 South East region with a requirement for Hadoop.

1 124 (67.39%) Python
2 123 (66.85%) Apache Spark
3 121 (65.76%) Big Data
4 115 (62.50%) SQL
5 87 (47.28%) Agile
6 71 (38.59%) AWS
7 68 (36.96%) Azure
8 66 (35.87%) Kafka
9 63 (34.24%) Java
10 61 (33.15%) Finance
10 61 (33.15%) Software Engineering
11 55 (29.89%) Social Skills
11 55 (29.89%) Analytics
12 53 (28.80%) Continuous Integration
13 47 (25.54%) PostgreSQL
14 46 (25.00%) Data Science
15 44 (23.91%) Data Modelling
16 43 (23.37%) Data Architecture
17 42 (22.83%) Microservices
18 41 (22.28%) Inclusion and Diversity
18 41 (22.28%) Flink
19 39 (21.20%) Docker
19 39 (21.20%) HBase
20 38 (20.65%) Spring
21 37 (20.11%) Relational Database
21 37 (20.11%) Ansible
22 36 (19.57%) Apache Hive
23 35 (19.02%) SQLAlchemy
24 33 (17.93%) DevOps
24 33 (17.93%) Computer Science

Hadoop
Co-occurring IT Skills in the South East 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
1 123 (66.85%) Apache Spark
2 22 (11.96%) Elasticsearch
3 20 (10.87%) Apache
4 15 (8.15%) Cloud Foundry
5 1 (0.54%) JBoss
5 1 (0.54%) Red Hat Fuse
5 1 (0.54%) Tomcat
Applications
1 6 (3.26%) Campfire
2 2 (1.09%) Photoshop
Business Applications
1 2 (1.09%) WebTrends
Cloud Services
1 71 (38.59%) AWS
2 68 (36.96%) Azure
3 15 (8.15%) GCP
4 13 (7.07%) SaaS
5 10 (5.43%) Power Platform
6 9 (4.89%) Amazon EC2
7 8 (4.35%) Amazon S3
7 8 (4.35%) OpenShift
8 7 (3.80%) Amazon Kinesis
9 6 (3.26%) Azure Data Lake Analytics
10 4 (2.17%) GitHub
10 4 (2.17%) IaaS
10 4 (2.17%) PaaS
11 2 (1.09%) Amazon ELB
11 2 (1.09%) Amazon EMR
11 2 (1.09%) Azure Data Factory
11 2 (1.09%) Serverless
12 1 (0.54%) Snowflake
Communications & Networking
1 6 (3.26%) Broadband
2 1 (0.54%) 3GPP
2 1 (0.54%) Modbus
2 1 (0.54%) MQTT
2 1 (0.54%) OpenLDAP
2 1 (0.54%) RS-232
2 1 (0.54%) RS-485
2 1 (0.54%) TCP/IP
Database & Business Intelligence
1 121 (65.76%) Big Data
2 47 (25.54%) PostgreSQL
3 41 (22.28%) Flink
4 39 (21.20%) HBase
5 37 (20.11%) Relational Database
6 36 (19.57%) Apache Hive
7 24 (13.04%) NoSQL
8 17 (9.24%) MariaDB
9 15 (8.15%) Amazon DynamoDB
9 15 (8.15%) Data Lake
10 13 (7.07%) Tableau
11 10 (5.43%) Power BI
12 8 (4.35%) SQL Server Integration Services
13 7 (3.80%) Data Warehouse
13 7 (3.80%) MongoDB
13 7 (3.80%) SQL Server
14 6 (3.26%) Amazon Redshift
14 6 (3.26%) Data Mining
15 5 (2.72%) Looker
16 3 (1.63%) MySQL
Development Applications
1 29 (15.76%) Git (software)
2 19 (10.33%) Jenkins
3 15 (8.15%) Maven
4 6 (3.26%) SQL Server Management Studio (SSMS)
5 3 (1.63%) Subversion
6 1 (0.54%) GitLab
6 1 (0.54%) Sonatype Nexus
6 1 (0.54%) TeamCity
6 1 (0.54%) Visual Studio
General
1 61 (33.15%) Finance
2 55 (29.89%) Social Skills
3 41 (22.28%) Inclusion and Diversity
4 33 (17.93%) Law
5 17 (9.24%) Analytical Skills
5 17 (9.24%) Banking
5 17 (9.24%) Telecoms
6 13 (7.07%) Aerospace
6 13 (7.07%) Public Sector
7 9 (4.89%) Manufacturing
7 9 (4.89%) Marketing
8 8 (4.35%) Legal
9 7 (3.80%) Retail
10 5 (2.72%) Games
10 5 (2.72%) Presentation Skills
11 3 (1.63%) Electronics
12 2 (1.09%) Billing
13 1 (0.54%) Documentation Skills
13 1 (0.54%) Influencing Skills
Job Titles
1 58 (31.52%) Data Engineer
2 41 (22.28%) Architect
3 32 (17.39%) Developer
4 20 (10.87%) Software Engineer
5 19 (10.33%) Data Manager
6 14 (7.61%) Applications Architect
6 14 (7.61%) Data Architect
6 14 (7.61%) Java Developer
7 13 (7.07%) Lead Developer
8 12 (6.52%) Lead Architect
9 10 (5.43%) Big Data Engineer
9 10 (5.43%) Machine Learning Engineer
10 9 (4.89%) Analyst
10 9 (4.89%) Consultant
11 8 (4.35%) Data Consultant
11 8 (4.35%) Principal Architect
12 7 (3.80%) Data Analyst
13 6 (3.26%) Senior Analyst
13 6 (3.26%) Senior Architect
13 6 (3.26%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 66 (35.87%) Kafka
2 38 (20.65%) Spring
3 35 (19.02%) SQLAlchemy
4 21 (11.41%) Apache NiFi
4 21 (11.41%) GraphQL
5 20 (10.87%) Spring Boot
6 18 (9.78%) REST
7 17 (9.24%) HTML
8 16 (8.70%) RabbitMQ
9 15 (8.15%) Apache Camel
9 15 (8.15%) Drools
9 15 (8.15%) jQuery
9 15 (8.15%) JSON
9 15 (8.15%) Lambda Expressions
9 15 (8.15%) Middleware
9 15 (8.15%) Web Services
10 8 (4.35%) Play Framework
11 6 (3.26%) PySpark
11 6 (3.26%) scikit-learn
11 6 (3.26%) TensorFlow
Miscellaneous
1 24 (13.04%) Cyberattack
2 23 (12.50%) Cyber Defence
3 16 (8.70%) Cybercrime
3 16 (8.70%) Public Cloud
4 9 (4.89%) Algorithms
5 4 (2.17%) Blockchain
6 3 (1.63%) Cloud Native
7 2 (1.09%) Linux Command Line
7 2 (1.09%) PMI
7 2 (1.09%) Renewable Energy
7 2 (1.09%) Self-Motivation
8 1 (0.54%) Enterprise Software
8 1 (0.54%) Greenfield Project
8 1 (0.54%) TM Forum
8 1 (0.54%) User Experience
Operating Systems
1 24 (13.04%) Linux
2 19 (10.33%) Unix
3 13 (7.07%) VMS
4 1 (0.54%) Windows
Processes & Methodologies
1 87 (47.28%) Agile
2 61 (33.15%) Software Engineering
3 55 (29.89%) Analytics
4 53 (28.80%) Continuous Integration
5 46 (25.00%) Data Science
6 44 (23.91%) Data Modelling
7 43 (23.37%) Data Architecture
8 42 (22.83%) Microservices
9 33 (17.93%) Computer Science
9 33 (17.93%) DevOps
10 32 (17.39%) Data Management
11 29 (15.76%) ETL
11 29 (15.76%) Machine Learning
11 29 (15.76%) Problem-Solving
12 27 (14.67%) Data Pipeline
13 25 (13.59%) Artificial Intelligence
13 25 (13.59%) Customer-Centricity
13 25 (13.59%) Risk Management
14 24 (13.04%) Cyber Threat Intelligence
14 24 (13.04%) Threat Intelligence
Programming Languages
1 124 (67.39%) Python
2 115 (62.50%) SQL
3 63 (34.24%) Java
4 28 (15.22%) C#
5 19 (10.33%) JavaScript
5 19 (10.33%) R
5 19 (10.33%) Scala
6 13 (7.07%) C
7 10 (5.43%) Groovy
8 9 (4.89%) Bash
9 7 (3.80%) U-SQL
10 4 (2.17%) Clojure
11 3 (1.63%) Shell Script
12 2 (1.09%) Go
12 2 (1.09%) Kotlin
12 2 (1.09%) PHP
12 2 (1.09%) TypeScript
Qualifications
1 32 (17.39%) Security Cleared
2 19 (10.33%) Degree
3 16 (8.70%) SC Cleared
4 5 (2.72%) Computer Science Degree
5 3 (1.63%) DV Cleared
5 3 (1.63%) PhD
6 2 (1.09%) PMI Certification
7 1 (0.54%) AWS Certification
7 1 (0.54%) Numerate Degree
7 1 (0.54%) TOGAF Certification
Quality Assurance & Compliance
1 6 (3.26%) GDPR
System Software
1 39 (21.20%) Docker
2 14 (7.61%) VMware Infrastructure
3 13 (7.07%) Virtual Machines
4 3 (1.63%) HDFS
5 1 (0.54%) Hyper-V
5 1 (0.54%) Microsoft Virtual Server
5 1 (0.54%) Virtual Servers
5 1 (0.54%) vSphere
Systems Management
1 37 (20.11%) Ansible
2 24 (13.04%) Kubernetes
3 14 (7.61%) Prometheus
4 7 (3.80%) Terraform
5 2 (1.09%) Hadoop YARN
5 2 (1.09%) Kibana
5 2 (1.09%) Opscode Chef
6 1 (0.54%) Control-M
6 1 (0.54%) ZABBIX
Vendors
1 14 (7.61%) Microsoft
1 14 (7.61%) VMware
2 13 (7.07%) QinetiQ
3 11 (5.98%) Oracle
3 11 (5.98%) Teradata
4 10 (5.43%) Databricks
5 8 (4.35%) Atlassian
6 3 (1.63%) SAP
7 1 (0.54%) Red Hat
7 1 (0.54%) UiPath