Period
to 12 June 2021

The following table provides summary statistics for permanent job vacancies advertised in Manchester 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 12 June 2021 with a comparison to the same period in the previous 2 years.

Apache Hadoop
North West > Manchester
6 months to
12 Jun 2021
Same period 2020 Same period 2019
Rank 181 177 241
Rank change year-on-year -4 +64 -69
Permanent jobs citing Hadoop 30 20 32
As % of all permanent jobs advertised in Manchester 0.70% 0.53% 0.51%
As % of the Database & Business Intelligence category 2.75% 1.83% 1.79%
Number of salaries quoted 23 10 25
10th Percentile £51,250 £41,500 £35,000
25th Percentile £52,500 £42,500 £51,250
Median annual salary (50th Percentile) £67,500 £50,000 £65,000
Median % change year-on-year +35.00% -23.08% +23.81%
75th Percentile £82,125 £57,500 £75,000
90th Percentile £95,000 £61,625 £89,750
North West median annual salary £66,250 £50,000 £55,000
% change year-on-year +32.50% -9.09% +2.33%

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 Manchester with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Manchester
Permanent vacancies with a requirement for database or business intelligence skills 1,090 1,095 1,791
As % of all permanent IT jobs advertised in Manchester 25.50% 28.92% 28.75%
Number of salaries quoted 923 905 1,437
10th Percentile £32,500 £33,750 £29,000
25th Percentile £40,000 £40,000 £35,000
Median annual salary (50th Percentile) £50,000 £50,000 £45,000
Median % change year-on-year - +11.11% +5.88%
75th Percentile £63,750 £60,000 £57,500
90th Percentile £76,050 £71,250 £72,500
North West median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% +5.88%

Hadoop
Job Vacancy Trend in Manchester

Job postings citing Hadoop as a proportion of all IT jobs advertised in Manchester.

Job vacancy trend for Hadoop in Manchester

Hadoop
Salary Trend in Manchester

3-month moving average salary quoted in jobs citing Hadoop in Manchester.

Salary trend for Hadoop in Manchester

Hadoop
Salary Histogram in Manchester

Salary distribution for jobs citing Hadoop in Manchester over the 6 months to 12 June 2021.

Salary histogram for Hadoop in Manchester

For the 6 months to 12 June 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 Manchester region with a requirement for Hadoop.

1 24 (80.00%) Apache Spark
2 23 (76.67%) Python
3 20 (66.67%) Azure
4 19 (63.33%) NoSQL
5 18 (60.00%) AWS
6 17 (56.67%) Agile Software Development
7 16 (53.33%) Software Engineering
7 16 (53.33%) Docker
7 16 (53.33%) DevOps
7 16 (53.33%) Kubernetes
8 15 (50.00%) Kafka
9 13 (43.33%) Analytics
9 13 (43.33%) SQL
10 12 (40.00%) Node.js
10 12 (40.00%) React
11 11 (36.67%) Data Warehouse
12 10 (33.33%) ETL
12 10 (33.33%) JavaScript
12 10 (33.33%) Oracle
12 10 (33.33%) Data Management
12 10 (33.33%) MongoDB
12 10 (33.33%) Big Data
12 10 (33.33%) GCP
12 10 (33.33%) Terraform
13 9 (30.00%) Apache
13 9 (30.00%) MySQL
14 8 (26.67%) SQL Server
14 8 (26.67%) AngularJS
14 8 (26.67%) Machine Learning
14 8 (26.67%) Data Engineering

Hadoop
Co-occurring IT Skills in Manchester 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 (80.00%) Apache Spark
2 9 (30.00%) Apache
3 6 (20.00%) Oracle Workflow
4 4 (13.33%) Confluence
4 4 (13.33%) Elasticsearch
5 3 (10.00%) Apache Airflow
5 3 (10.00%) Cloud Foundry
5 3 (10.00%) CloudStack
5 3 (10.00%) IIS
5 3 (10.00%) nginx
5 3 (10.00%) OpenStack
6 1 (3.33%) Apache Solr
6 1 (3.33%) BizTalk Server
Business Applications
1 1 (3.33%) Dynamics CRM
Cloud Services
1 20 (66.67%) Azure
2 18 (60.00%) AWS
3 10 (33.33%) GCP
4 4 (13.33%) GitHub
4 4 (13.33%) Serverless
5 3 (10.00%) Amazon ECS
5 3 (10.00%) Amazon EKS
5 3 (10.00%) AWS CloudFormation
5 3 (10.00%) Azure Data Factory
5 3 (10.00%) Datadog
5 3 (10.00%) npm
5 3 (10.00%) OpenShift
5 3 (10.00%) Pulumi
6 2 (6.67%) Amazon Kinesis
6 2 (6.67%) Azure Machine Learning
6 2 (6.67%) Azure Synapse Analytics
7 1 (3.33%) AWS Lambda
7 1 (3.33%) Matillion
7 1 (3.33%) Power Platform
Communications & Networking
1 4 (13.33%) Internet
2 3 (10.00%) Firewall
2 3 (10.00%) TCP/IP
2 3 (10.00%) VLAN
Database & Business Intelligence
1 19 (63.33%) NoSQL
2 11 (36.67%) Data Warehouse
3 10 (33.33%) Big Data
3 10 (33.33%) MongoDB
4 9 (30.00%) MySQL
5 8 (26.67%) Data Lake
5 8 (26.67%) SQL Server
6 7 (23.33%) Apache Hive
7 6 (20.00%) Apache Cassandra
7 6 (20.00%) HBase
7 6 (20.00%) Relational Database
8 4 (13.33%) Amazon Redshift
8 4 (13.33%) DataStage
8 4 (13.33%) DB2
8 4 (13.33%) IBM InfoSphere
8 4 (13.33%) PostgreSQL
9 3 (10.00%) Amazon Athena
9 3 (10.00%) MariaDB
9 3 (10.00%) Redis
10 2 (6.67%) SQL Server Integration Services
Development Applications
1 7 (23.33%) Jenkins
2 4 (13.33%) IBM UrbanCode
2 4 (13.33%) JIRA
3 3 (10.00%) GitLab
3 3 (10.00%) Gradle
3 3 (10.00%) Maven
3 3 (10.00%) TeamCity
4 1 (3.33%) Artifactory
4 1 (3.33%) Atlassian Bamboo
4 1 (3.33%) Git (software)
General
1 6 (20.00%) Law
1 6 (20.00%) Retail
2 4 (13.33%) Banking
3 3 (10.00%) Social Skills
4 2 (6.67%) Public Sector
Job Titles
1 12 (40.00%) Data Engineer
2 8 (26.67%) Developer
3 7 (23.33%) Full Stack Developer
3 7 (23.33%) JavaScript Developer
3 7 (23.33%) Python Developer
4 4 (13.33%) Big Data Engineer
5 3 (10.00%) DevOps Engineer
6 2 (6.67%) Software Engineer
7 1 (3.33%) Architect
7 1 (3.33%) AWS Engineer
7 1 (3.33%) Data Architect
7 1 (3.33%) Deployment Engineer
7 1 (3.33%) Node.js Developer
7 1 (3.33%) Senior Developer
7 1 (3.33%) Senior Software Engineer
7 1 (3.33%) Solutions Architect
Libraries, Frameworks & Software Standards
1 15 (50.00%) Kafka
2 12 (40.00%) Node.js
2 12 (40.00%) React
3 8 (26.67%) AngularJS
4 7 (23.33%) KnockoutJS
4 7 (23.33%) REST
4 7 (23.33%) Vue.js
5 6 (20.00%) Web Services
6 4 (13.33%) Apache Flex
6 4 (13.33%) Spring Boot
7 3 (10.00%) Elastic Stack
7 3 (10.00%) LEMP Stack
7 3 (10.00%) PySpark
8 1 (3.33%) Apache NiFi
8 1 (3.33%) ASP.NET MVC
8 1 (3.33%) CSS3
8 1 (3.33%) HTML
8 1 (3.33%) HTML5
8 1 (3.33%) Redux
8 1 (3.33%) Twitter Bootstrap
Miscellaneous
1 4 (13.33%) Cloud Native
1 4 (13.33%) Mainframe
1 4 (13.33%) Online Banking
2 3 (10.00%) Algorithms
2 3 (10.00%) Hybrid Cloud
2 3 (10.00%) Private Cloud
3 1 (3.33%) Data Structures
3 1 (3.33%) Driving Licence
3 1 (3.33%) Greenfield Project
Operating Systems
1 4 (13.33%) Linux
2 3 (10.00%) Unix
2 3 (10.00%) Windows
Processes & Methodologies
1 17 (56.67%) Agile Software Development
2 16 (53.33%) DevOps
2 16 (53.33%) Software Engineering
3 13 (43.33%) Analytics
4 10 (33.33%) Data Management
4 10 (33.33%) ETL
5 8 (26.67%) Data Engineering
5 8 (26.67%) Data Pipeline
5 8 (26.67%) Machine Learning
6 7 (23.33%) Coaching
6 7 (23.33%) Fintech
6 7 (23.33%) Mentoring
6 7 (23.33%) Scrum
7 6 (20.00%) Business Analytics
7 6 (20.00%) Data Architecture
7 6 (20.00%) Data Visualisation
7 6 (20.00%) Technical Architecture
7 6 (20.00%) Use Case
7 6 (20.00%) Validation
7 6 (20.00%) Workflow
Programming Languages
1 23 (76.67%) Python
2 13 (43.33%) SQL
3 10 (33.33%) JavaScript
4 7 (23.33%) C#
5 4 (13.33%) Java
6 3 (10.00%) Bash Shell
6 3 (10.00%) PowerShell
6 3 (10.00%) Scala
7 1 (3.33%) C
7 1 (3.33%) C++
7 1 (3.33%) ES6
7 1 (3.33%) HiveQL
7 1 (3.33%) TypeScript
System Software
1 16 (53.33%) Docker
2 1 (3.33%) HDFS
Systems Management
1 16 (53.33%) Kubernetes
2 10 (33.33%) Terraform
3 4 (13.33%) Istio
3 4 (13.33%) Prometheus
3 4 (13.33%) Puppet
4 3 (10.00%) Ansible
4 3 (10.00%) Opscode Chef
5 2 (6.67%) Kibana
6 1 (3.33%) Grafana
Vendors
1 10 (33.33%) Oracle
2 4 (13.33%) Ab Initio
2 4 (13.33%) Databricks
2 4 (13.33%) Google
2 4 (13.33%) IBM
2 4 (13.33%) Teradata
3 3 (10.00%) Informatica
4 2 (6.67%) Microsoft
5 1 (3.33%) StreamSets