Job Vacancy Trend Salary Trend Salary Histogram Skill Sets
Period
to

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 2 July 2022 with a comparison to the same period in the previous 2 years.

Apache Hadoop
North West > Manchester
6 months to
2 Jul 2022		 Same period 2021 Same period 2020
Rank 200 188 178
Rank change year-on-year -12 -10 +67
Permanent jobs citing Hadoop 55 29 18
As % of all permanent jobs advertised in Manchester 0.90% 0.63% 0.50%
As % of the Database & Business Intelligence category 4.01% 2.48% 1.71%
Number of salaries quoted 11 22 9
10th Percentile £37,885 £51,250 £40,500
25th Percentile £51,250 £53,438 £42,500
Median annual salary (50th Percentile) £57,810 £71,250 £50,000
Median % change year-on-year -18.86% +42.50% -18.03%
75th Percentile £86,250 £82,125 £57,500
90th Percentile £95,000 £95,000 £62,000
North West median annual salary £57,810 £67,500 £50,000
% change year-on-year -14.36% +35.00% -9.09%

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 1,373 1,169 1,050
As % of all permanent IT jobs advertised in Manchester 22.48% 25.42% 29.09%
Number of salaries quoted 845 924 871
10th Percentile £37,500 £32,500 £33,750
25th Percentile £42,500 £40,000 £40,000
Median annual salary (50th Percentile) £55,000 £50,000 £50,000
Median % change year-on-year +10.00% - +11.11%
75th Percentile £70,000 £65,000 £60,000
90th Percentile £85,000 £76,250 £70,000
North West median annual salary £53,104 £50,000 £47,500
% change year-on-year +6.21% +5.26% +6.74%

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 2 July 2022.

Salary histogram for Hadoop in Manchester

For the 6 months to 2 July 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 Manchester region with a requirement for Hadoop.

1 44 (80.00%) Python
2 43 (78.18%) Agile
3 40 (72.73%) AWS
4 34 (61.82%) R
5 33 (60.00%) SQL
6 32 (58.18%) Google
6 32 (58.18%) GCP
7 31 (56.36%) Visualisation
8 30 (54.55%) Apache Spark
9 28 (50.91%) Machine Learning
10 27 (49.09%) Azure
11 26 (47.27%) Finance
11 26 (47.27%) Databricks
12 25 (45.45%) Analytics
12 25 (45.45%) Data Visualisation
13 23 (41.82%) Oracle
13 23 (41.82%) Data Warehouse
14 22 (40.00%) Business Intelligence
15 21 (38.18%) Data Analysis
16 18 (32.73%) Data Governance
16 18 (32.73%) Apache Hive
16 18 (32.73%) NoSQL
16 18 (32.73%) Big Data
17 17 (30.91%) Data Engineering
17 17 (30.91%) Data Science
18 16 (29.09%) Snowflake
18 16 (29.09%) Cloud Computing
19 15 (27.27%) Data Cleansing
19 15 (27.27%) Migration
19 15 (27.27%) Scrum

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 30 (54.55%) Apache Spark
2 12 (21.82%) Apache
3 10 (18.18%) Oracle Workflow
4 4 (7.27%) SharePoint
5 1 (1.82%) Apache Airflow
Applications
1 4 (7.27%) Maple
1 4 (7.27%) Microsoft Excel
1 4 (7.27%) Microsoft Office
Cloud Services
1 40 (72.73%) AWS
2 32 (58.18%) GCP
3 27 (49.09%) Azure
4 16 (29.09%) Cloud Computing
4 16 (29.09%) Snowflake
5 14 (25.45%) Google Data Studio
5 14 (25.45%) Power Platform
6 10 (18.18%) AWS CloudFormation
7 3 (5.45%) Serverless
8 2 (3.64%) Amazon CloudWatch
8 2 (3.64%) Amazon EC2
8 2 (3.64%) Amazon ECS
8 2 (3.64%) Amazon EKS
8 2 (3.64%) Amazon Kinesis
8 2 (3.64%) Amazon S3
8 2 (3.64%) AWS Lambda
8 2 (3.64%) IaaS
8 2 (3.64%) PaaS
8 2 (3.64%) SaaS
9 1 (1.82%) GitHub
Communications & Networking
1 4 (7.27%) Network Security
1 4 (7.27%) TCP/IP
2 3 (5.45%) Internet
Database & Business Intelligence
1 23 (41.82%) Data Warehouse
2 18 (32.73%) Apache Hive
2 18 (32.73%) Big Data
2 18 (32.73%) NoSQL
3 14 (25.45%) Power BI
3 14 (25.45%) Tableau
4 11 (20.00%) Data Lake
4 11 (20.00%) Relational Database
5 10 (18.18%) MySQL
6 7 (12.73%) SQL Server
7 3 (5.45%) Amazon Redshift
7 3 (5.45%) BigQuery
7 3 (5.45%) Metadata
8 2 (3.64%) Amazon RDS
8 2 (3.64%) DataStage
8 2 (3.64%) DB2
8 2 (3.64%) DynamoDB
8 2 (3.64%) IBM InfoSphere
8 2 (3.64%) Impala
9 1 (1.82%) RDBMS
Development Applications
1 2 (3.64%) GitLab
1 2 (3.64%) Mocha
1 2 (3.64%) Selenium
2 1 (1.82%) IBM UrbanCode
2 1 (1.82%) Jenkins
General
1 26 (47.27%) Finance
2 11 (20.00%) Social Skills
3 10 (18.18%) Automotive
4 6 (10.91%) Banking
4 6 (10.91%) Legal
5 5 (9.09%) Inclusion and Diversity
6 4 (7.27%) Analytical Skills
6 4 (7.27%) Police
7 3 (5.45%) Financial Institution
7 3 (5.45%) Retail
8 2 (3.64%) Investment Banking
9 1 (1.82%) Local Government
9 1 (1.82%) Public Sector
9 1 (1.82%) Retail Banking
Job Titles
1 17 (30.91%) Data Engineer
2 14 (25.45%) Data Scientist
2 14 (25.45%) Senior Data Scientist
3 11 (20.00%) Big Data Engineer
4 6 (10.91%) Change Consultant
4 6 (10.91%) Consultant
4 6 (10.91%) Data Consultant
5 5 (9.09%) Architect
6 4 (7.27%) DevOps Engineer
6 4 (7.27%) Software Engineer
7 3 (5.45%) Analyst
7 3 (5.45%) Data Architect
8 2 (3.64%) ETL Analyst
8 2 (3.64%) Solutions Architect
8 2 (3.64%) Test Analyst
9 1 (1.82%) Data Analyst
9 1 (1.82%) GCP Architect
9 1 (1.82%) Head of Analytics
9 1 (1.82%) Head of Data Analytics
9 1 (1.82%) Head of Data Science
Libraries, Frameworks & Software Standards
1 12 (21.82%) Web Services
2 10 (18.18%) Kafka
3 6 (10.91%) Spring
4 5 (9.09%) XML
5 4 (7.27%) .NET
5 4 (7.27%) EJB
5 4 (7.27%) HTML
5 4 (7.27%) Java EE
5 4 (7.27%) JDBC
5 4 (7.27%) JSF
5 4 (7.27%) JSP
5 4 (7.27%) ODBC
5 4 (7.27%) SOAP
6 2 (3.64%) Apache Beam
6 2 (3.64%) Dask
6 2 (3.64%) Elastic Stack
7 1 (1.82%) JSON
7 1 (1.82%) React
Miscellaneous
1 15 (27.27%) Algorithms
2 4 (7.27%) Cyberattack
2 4 (7.27%) Cybercrime
3 3 (5.45%) Public Cloud
4 2 (3.64%) Mainframe
4 2 (3.64%) Online Banking
4 2 (3.64%) User Experience
4 2 (3.64%) Virtual Team
5 1 (1.82%) Cloud Native
5 1 (1.82%) Data Structures
5 1 (1.82%) Management Information System
Operating Systems
1 4 (7.27%) Android
1 4 (7.27%) Apple iOS
1 4 (7.27%) Linux
1 4 (7.27%) Windows
Processes & Methodologies
1 43 (78.18%) Agile
2 31 (56.36%) Visualisation
3 28 (50.91%) Machine Learning
4 25 (45.45%) Analytics
4 25 (45.45%) Data Visualisation
5 22 (40.00%) Business Intelligence
6 21 (38.18%) Data Analysis
7 18 (32.73%) Data Governance
8 17 (30.91%) Data Engineering
8 17 (30.91%) Data Science
9 15 (27.27%) Data Cleansing
9 15 (27.27%) Migration
9 15 (27.27%) Scrum
10 14 (25.45%) Data Management
10 14 (25.45%) Data Pipeline
10 14 (25.45%) Data-Driven Decision Making
10 14 (25.45%) Decision-Making
10 14 (25.45%) ETL
10 14 (25.45%) Problem-Solving
11 13 (23.64%) Validation
Programming Languages
1 44 (80.00%) Python
2 34 (61.82%) R
3 33 (60.00%) SQL
4 12 (21.82%) Java
5 10 (18.18%) Bash
6 4 (7.27%) C#
6 4 (7.27%) C++
6 4 (7.27%) MATLAB
7 3 (5.45%) Scala
8 1 (1.82%) JavaScript
Qualifications
1 4 (7.27%) SC Cleared
1 4 (7.27%) Security Cleared
2 2 (3.64%) Degree
2 2 (3.64%) TOGAF Certification
3 1 (1.82%) Computer Science Degree
3 1 (1.82%) DBS Check
3 1 (1.82%) Master's Degree
3 1 (1.82%) Numerate Degree
Quality Assurance & Compliance
1 4 (7.27%) QA
2 1 (1.82%) Data Quality
System Software
1 8 (14.55%) Docker
Systems Management
1 12 (21.82%) Terraform
2 9 (16.36%) Kubernetes
3 3 (5.45%) Istio
4 2 (3.64%) Ansible
4 2 (3.64%) Control-M
4 2 (3.64%) Oozie
4 2 (3.64%) Prometheus
Vendors
1 32 (58.18%) Google
2 26 (47.27%) Databricks
3 23 (41.82%) Oracle
4 10 (18.18%) Cloudera
4 10 (18.18%) Hitachi
4 10 (18.18%) Splunk
5 8 (14.55%) Teradata
6 7 (12.73%) Microsoft
7 3 (5.45%) IBM
8 2 (3.64%) Salesforce.com
8 2 (3.64%) ServiceNow
9 1 (1.82%) Adobe
9 1 (1.82%) Tealium
9 1 (1.82%) Vertica