Period
to 26 May 2019

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 26 May 2019 with a comparison to the same period in the previous 2 years.

Apache Hadoop
North West > Manchester
6 months to
26 May 2019
Same period 2018 Same period 2017
Rank 217 157 121
Rank change year-on-year -60 -36 +100
Permanent jobs citing Hadoop 37 127 198
As % of all permanent IT jobs advertised in Manchester 0.61% 1.78% 2.53%
As % of the Database & Business Intelligence category 2.04% 5.16% 7.32%
Number of salaries quoted 31 112 144
Manchester median annual salary £65,000 £55,000 £57,500
Median salary % change year-on-year +18.18% -4.35% +24.32%
10th Percentile £35,000 £37,500 £31,625
90th Percentile £91,250 £81,250 £77,500
North West median annual salary £57,500 £55,000 £57,500
% change year-on-year +4.55% -4.35% +27.78%

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 1,811 2,462 2,706
As % of all permanent IT jobs advertised in Manchester 29.71% 34.52% 34.53%
Number of salaries quoted 1,461 2,124 2,332
Manchester median annual salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50% -
10th Percentile £30,000 £27,500 £27,000
90th Percentile £72,500 £66,250 £61,250
North West median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -

Hadoop
Job Vacancy Trend in Manchester

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

Job vacancy trend for Hadoop in Manchester

Hadoop
Salary Trend in Manchester

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Hadoop in Manchester.

Salary trend for Hadoop in Manchester

Hadoop
Salary Histogram in Manchester

The salary distribution of IT jobs citing Hadoop in Manchester over the 6 months to 26 May 2019.

Salary histogram for Hadoop in Manchester

Hadoop
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the Manchester region over the 6 months to 26 May 2019. 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
Salford - 2 £62,500 -
Hadoop
North West

For the 6 months to 26 May 2019, 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 31 (83.78%) Apache Spark
2 29 (78.38%) Python
3 27 (72.97%) Big Data
4 25 (67.57%) Agile Software Development
5 23 (62.16%) NoSQL
6 21 (56.76%) DevOps
6 21 (56.76%) Java
7 20 (54.05%) Amazon AWS
8 19 (51.35%) Data Modelling
9 18 (48.65%) MongoDB
9 18 (48.65%) Scala
10 17 (45.95%) Open Source
10 17 (45.95%) Apache
10 17 (45.95%) Change Management
10 17 (45.95%) Kafka
11 16 (43.24%) Configuration Management
12 15 (40.54%) Cloud Computing
12 15 (40.54%) JIRA
12 15 (40.54%) Data Engineering
13 14 (37.84%) CA Agile Central
13 14 (37.84%) Spark Streaming
13 14 (37.84%) Mathematics
13 14 (37.84%) TDD
13 14 (37.84%) Web Services
14 13 (35.14%) Degree
15 12 (32.43%) Computer Science
15 12 (32.43%) Amazon EC2
15 12 (32.43%) Data Ingestion
15 12 (32.43%) Flink
15 12 (32.43%) Computer Science Degree

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 31 (83.78%) Apache Spark
2 17 (45.95%) Apache
3 4 (10.81%) Elasticsearch
4 3 (8.11%) Cloud Foundry
4 3 (8.11%) CloudStack
4 3 (8.11%) IIS
4 3 (8.11%) nginx
4 3 (8.11%) OpenStack
4 3 (8.11%) SAS
5 2 (5.41%) Apache Pig
Applications
1 3 (8.11%) SPSS
2 2 (5.41%) S-PLUS
2 2 (5.41%) Stata
3 1 (2.70%) Weka
Cloud Services
1 20 (54.05%) Amazon AWS
2 15 (40.54%) Cloud Computing
3 12 (32.43%) Amazon EC2
3 12 (32.43%) Amazon EMR
4 10 (27.03%) Microsoft Azure
5 6 (16.22%) Google Cloud Platform
6 3 (8.11%) Azure Data Factory
6 3 (8.11%) Power Platform
7 1 (2.70%) Amazon Kinesis
7 1 (2.70%) Amazon SageMaker
7 1 (2.70%) IBM Cloud
7 1 (2.70%) Serverless
Communications & Networking
1 5 (13.51%) Internet
2 3 (8.11%) Firewall
2 3 (8.11%) TCP/IP
2 3 (8.11%) VLAN
3 2 (5.41%) Broadband
Database & Business Intelligence
1 27 (72.97%) Big Data
2 23 (62.16%) NoSQL
3 18 (48.65%) MongoDB
4 12 (32.43%) Amazon Athena
4 12 (32.43%) Amazon Redshift
4 12 (32.43%) Flink
5 11 (29.73%) Apache Hive
6 7 (18.92%) Apache Cassandra
7 6 (16.22%) Data Warehouse
7 6 (16.22%) SQL Server
8 5 (13.51%) Data Lake
8 5 (13.51%) MySQL
8 5 (13.51%) PostgreSQL
9 4 (10.81%) Relational Database
10 3 (8.11%) Data Mining
10 3 (8.11%) Impala
10 3 (8.11%) MariaDB
10 3 (8.11%) Neo4j
10 3 (8.11%) Power BI
10 3 (8.11%) Redis
Development Applications
1 15 (40.54%) JIRA
2 4 (10.81%) Atlassian Bamboo
2 4 (10.81%) Jenkins
3 3 (8.11%) Git (software)
4 1 (2.70%) EasyMock
4 1 (2.70%) JMeter
4 1 (2.70%) Selenium
4 1 (2.70%) SoapUI
4 1 (2.70%) Vagrant
4 1 (2.70%) Visual Studio Team System
4 1 (2.70%) webpack
General
1 1 (2.70%) Law
1 1 (2.70%) Marketing
1 1 (2.70%) Telecoms
Job Titles
1 14 (37.84%) Data Engineer
2 9 (24.32%) Senior Data Engineer
3 7 (18.92%) Architect
3 7 (18.92%) Big Data Engineer
3 7 (18.92%) Data Architect
4 6 (16.22%) Senior Architect
4 6 (16.22%) Senior Data Architect
5 4 (10.81%) Data Scientist
5 4 (10.81%) Developer
6 3 (8.11%) DevOps Engineer
6 3 (8.11%) Senior DevOps
6 3 (8.11%) Senior DevOps Engineer
7 2 (5.41%) Hadoop Developer
8 1 (2.70%) Apache Spark Developer
8 1 (2.70%) Big Data Developer
8 1 (2.70%) Development Consultant
8 1 (2.70%) Graduate Consultant
8 1 (2.70%) Graduate Software Consultant
8 1 (2.70%) Senior Data Scientist
8 1 (2.70%) Software Development Consultant
Libraries, Frameworks & Software Standards
1 17 (45.95%) Kafka
2 14 (37.84%) Spark Streaming
2 14 (37.84%) Web Services
3 4 (10.81%) LAMP
3 4 (10.81%) Natural Language Processing
4 3 (8.11%) LAPP Stack
4 3 (8.11%) LEMP Stack
4 3 (8.11%) Sensu
5 2 (5.41%) CSS
5 2 (5.41%) Hibernate
5 2 (5.41%) HTML
5 2 (5.41%) jQuery
5 2 (5.41%) NumPy
5 2 (5.41%) React
5 2 (5.41%) scikit-learn
5 2 (5.41%) Spring
5 2 (5.41%) TensorFlow
6 1 (2.70%) Ajax
6 1 (2.70%) HTML5
6 1 (2.70%) SciPy
Miscellaneous
1 5 (13.51%) Internet of Things
2 3 (8.11%) Analytical Skills
2 3 (8.11%) Data Centre
2 3 (8.11%) Private Cloud
3 2 (5.41%) Algorithms
4 1 (2.70%) Data Structures
4 1 (2.70%) FMCG
4 1 (2.70%) Greenfield Project
4 1 (2.70%) Life Science
4 1 (2.70%) Mainframe
Operating Systems
1 4 (10.81%) Linux
2 3 (8.11%) Unix
2 3 (8.11%) Windows
Processes & Methodologies
1 25 (67.57%) Agile Software Development
2 21 (56.76%) DevOps
3 19 (51.35%) Data Modelling
4 17 (45.95%) Change Management
4 17 (45.95%) Open Source
5 16 (43.24%) Configuration Management
6 15 (40.54%) Data Engineering
7 14 (37.84%) Mathematics
7 14 (37.84%) TDD
8 12 (32.43%) Computer Science
8 12 (32.43%) Data Ingestion
9 10 (27.03%) Analytics
10 9 (24.32%) Data Analysis
11 7 (18.92%) Data Architecture
11 7 (18.92%) Data Science
11 7 (18.92%) Machine Learning
12 6 (16.22%) Artificial Intelligence
12 6 (16.22%) Continuous Integration
12 6 (16.22%) ETL
12 6 (16.22%) Software Engineering
Programming Languages
1 29 (78.38%) Python
2 21 (56.76%) Java
3 18 (48.65%) Scala
4 11 (29.73%) SQL
5 5 (13.51%) R
6 3 (8.11%) Bash Shell
6 3 (8.11%) MATLAB
6 3 (8.11%) PowerShell
6 3 (8.11%) Ruby
6 3 (8.11%) U-SQL
7 2 (5.41%) C#
7 2 (5.41%) JavaScript
7 2 (5.41%) PHP
8 1 (2.70%) C
8 1 (2.70%) C++
8 1 (2.70%) ES6
Qualifications
1 13 (35.14%) Degree
2 12 (32.43%) Computer Science Degree
2 12 (32.43%) Numerate Degree
3 2 (5.41%) PhD
4 1 (2.70%) Security Cleared
Quality Assurance & Compliance
1 1 (2.70%) QA
System Software
1 4 (10.81%) Docker
2 3 (8.11%) Varnish
3 1 (2.70%) VirtualBox
Systems Management
1 4 (10.81%) Ansible
1 4 (10.81%) Kubernetes
2 3 (8.11%) Graphite
2 3 (8.11%) Graylog
2 3 (8.11%) HAProxy
2 3 (8.11%) logstash
2 3 (8.11%) Opscode Chef
2 3 (8.11%) Puppet
2 3 (8.11%) ZABBIX
3 1 (2.70%) Docker Swarm
3 1 (2.70%) Kibana
3 1 (2.70%) Terraform
Vendors
1 14 (37.84%) CA Agile Central
2 5 (13.51%) Informatica
3 4 (10.81%) Microsoft
3 4 (10.81%) Talend
4 3 (8.11%) Databricks
4 3 (8.11%) Google
4 3 (8.11%) IBM
4 3 (8.11%) SaltStack
4 3 (8.11%) Tableau
5 2 (5.41%) Cloudera
5 2 (5.41%) Hortonworks
5 2 (5.41%) Splunk
6 1 (2.70%) Dataiku
6 1 (2.70%) Netezza
6 1 (2.70%) Oracle