Period
to 14 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Northampton 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 14 November 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
Northamptonshire > Northampton
6 months to
14 Nov 2018
Same period 2017 Same period 2016
Rank 63 - 89
Rank change year-on-year - +89 +9
Permanent jobs citing Hadoop 26 0 6
As % of all permanent IT jobs advertised in Northampton 3.08% - 0.59%
As % of the Database & Business Intelligence category 8.50% - 2.14%
Number of salaries quoted 18 0 3
Northampton median annual salary £57,500 - £60,000
10th Percentile £46,500 - £50,000
90th Percentile £95,000 - £70,000
Northamptonshire median annual salary £76,250 £45,000 £60,000
% change year-on-year +69.44% -25.00% +33.33%

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 Northampton with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Northampton
Permanent vacancies with a requirement for database or business intelligence skills 306 182 280
As % of all permanent IT jobs advertised in Northampton 36.30% 25.82% 27.56%
Number of salaries quoted 231 140 181
Northampton median annual salary £42,500 £42,500 £42,500
10th Percentile £28,500 £20,750 £25,500
90th Percentile £61,250 £62,875 £62,500
Northamptonshire median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

Hadoop
Job Vacancy Trend in Northampton

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

Job vacancy trend for Hadoop in Northampton

Hadoop
Salary Trend in Northampton

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

Salary trend for Hadoop in Northampton

Hadoop
Salary Histogram in Northampton

The salary distribution of IT jobs citing Hadoop in Northampton over the 6 months to 14 November 2018.

Salary histogram for Hadoop in Northampton

For the 6 months to 14 November 2018, 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 Northampton region with a requirement for Hadoop.

1 18 (69.23%) Big Data
2 17 (65.38%) Java
3 14 (53.85%) Agile Software Development
4 13 (50.00%) Finance
4 13 (50.00%) SQL
4 13 (50.00%) Python
4 13 (50.00%) Apache Spark
5 10 (38.46%) Amazon AWS
6 9 (34.62%) NoSQL
6 9 (34.62%) Data Architecture
6 9 (34.62%) Data Warehouse
6 9 (34.62%) Data Modelling
7 7 (26.92%) Teradata
7 7 (26.92%) Google
7 7 (26.92%) Analytics
7 7 (26.92%) Master Data Management
7 7 (26.92%) Analytical Skills
7 7 (26.92%) BigQuery
7 7 (26.92%) Google Cloud Platform
8 6 (23.08%) Machine Learning
8 6 (23.08%) Scala
8 6 (23.08%) Microsoft Azure
8 6 (23.08%) ETL
8 6 (23.08%) Business Intelligence
9 5 (19.23%) Star Schema
9 5 (19.23%) XML
9 5 (19.23%) JavaScript
9 5 (19.23%) Risk Management
9 5 (19.23%) JSON
9 5 (19.23%) Use Case

Hadoop
Co-occurring IT Skills in Northampton 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 13 (50.00%) Apache Spark
2 3 (11.54%) Elasticsearch
2 3 (11.54%) SAS
3 1 (3.85%) Apache
3 1 (3.85%) Apache Solr
3 1 (3.85%) JBoss
3 1 (3.85%) Tomcat
Cloud Services
1 10 (38.46%) Amazon AWS
2 7 (26.92%) Google Cloud Platform
3 6 (23.08%) Microsoft Azure
4 5 (19.23%) IBM Cloud
5 1 (3.85%) SaaS
Communications & Networking
1 2 (7.69%) Kerberos
Database & Business Intelligence
1 18 (69.23%) Big Data
2 9 (34.62%) Data Warehouse
2 9 (34.62%) NoSQL
3 7 (26.92%) BigQuery
4 5 (19.23%) Star Schema
5 4 (15.38%) Apache Hive
5 4 (15.38%) Relational Database
6 3 (11.54%) HBase
6 3 (11.54%) Impala
6 3 (11.54%) MySQL
7 2 (7.69%) RDBMS
7 2 (7.69%) Sqoop
8 1 (3.85%) Data Lake
8 1 (3.85%) Data Mining
8 1 (3.85%) SQL Server
8 1 (3.85%) Text Mining
Development Applications
1 2 (7.69%) Git (software)
2 1 (3.85%) CA Release Automation
2 1 (3.85%) gulp
2 1 (3.85%) Jenkins
2 1 (3.85%) JIRA
2 1 (3.85%) JUnit
2 1 (3.85%) Selenium
General
1 13 (50.00%) Finance
2 4 (15.38%) Banking
3 1 (3.85%) General Ledger
3 1 (3.85%) Law
3 1 (3.85%) Marketing
Job Titles
1 6 (23.08%) Designer
1 6 (23.08%) Developer
2 5 (19.23%) Architect
2 5 (19.23%) Data Architect
2 5 (19.23%) Senior Architect
2 5 (19.23%) Senior Data Architect
2 5 (19.23%) Solutions Designer
3 2 (7.69%) Analyst
3 2 (7.69%) Big Data Developer
3 2 (7.69%) Data Engineer
3 2 (7.69%) ETL Designer
3 2 (7.69%) Head of Architecture
3 2 (7.69%) Head of Data Architecture
3 2 (7.69%) Java Developer
3 2 (7.69%) Senior Developer
3 2 (7.69%) Senior Java Developer
4 1 (3.85%) Big Data Engineer
4 1 (3.85%) Data Science Manager
4 1 (3.85%) DevOps Engineer
4 1 (3.85%) Testing Analyst
Libraries, Frameworks & Software Standards
1 5 (19.23%) JSON
1 5 (19.23%) Kafka
1 5 (19.23%) XML
2 3 (11.54%) AngularJS
2 3 (11.54%) Node.js
2 3 (11.54%) NumPy
2 3 (11.54%) Pandas
3 2 (7.69%) Elastic Stack
3 2 (7.69%) HTML5 Canvas
3 2 (7.69%) J2EE
3 2 (7.69%) Java EE
3 2 (7.69%) Natural Language Processing
3 2 (7.69%) PySpark
3 2 (7.69%) React
3 2 (7.69%) REST
3 2 (7.69%) Spark Streaming
3 2 (7.69%) Spring
3 2 (7.69%) Spring MVC
4 1 (3.85%) MLlib
4 1 (3.85%) scikit-learn
Miscellaneous
1 7 (26.92%) Analytical Skills
2 2 (7.69%) Algorithms
2 2 (7.69%) Computer Science
2 2 (7.69%) Credit Risk
2 2 (7.69%) Greenfield Project
2 2 (7.69%) User Experience
3 1 (3.85%) Data Structures
3 1 (3.85%) Enterprise Software
3 1 (3.85%) Public Cloud
Operating Systems
1 2 (7.69%) Unix
Processes & Methodologies
1 14 (53.85%) Agile Software Development
2 9 (34.62%) Data Architecture
2 9 (34.62%) Data Modelling
3 7 (26.92%) Analytics
3 7 (26.92%) Master Data Management
4 6 (23.08%) Business Intelligence
4 6 (23.08%) ETL
4 6 (23.08%) Machine Learning
5 5 (19.23%) Monetization
5 5 (19.23%) Risk Management
5 5 (19.23%) Use Case
6 4 (15.38%) Data Science
6 4 (15.38%) Scrum
6 4 (15.38%) Visualisation
7 3 (11.54%) Data Analysis
7 3 (11.54%) Data Engineering
7 3 (11.54%) Data Visualisation
7 3 (11.54%) IT Strategy
7 3 (11.54%) MVC
7 3 (11.54%) TDD
Programming Languages
1 17 (65.38%) Java
2 13 (50.00%) Python
2 13 (50.00%) SQL
3 6 (23.08%) Scala
4 5 (19.23%) JavaScript
5 3 (11.54%) Ruby
6 2 (7.69%) Java 8
6 2 (7.69%) PHP
6 2 (7.69%) R
7 1 (3.85%) Bash Shell
7 1 (3.85%) PowerShell
Qualifications
1 2 (7.69%) Degree
Quality Assurance & Compliance
1 2 (7.69%) Data Quality
System Software
1 4 (15.38%) Apache Flume
2 2 (7.69%) Apache ZooKeeper
3 1 (3.85%) VMware Infrastructure
Systems Management
1 3 (11.54%) Hadoop YARN
1 3 (11.54%) logstash
2 2 (7.69%) Kibana
2 2 (7.69%) Oozie
3 1 (3.85%) Ansible
3 1 (3.85%) Opscode Chef
3 1 (3.85%) Puppet
3 1 (3.85%) Rundeck
Vendors
1 7 (26.92%) Google
1 7 (26.92%) Teradata
2 5 (19.23%) Cloudera
2 5 (19.23%) MapR
3 3 (11.54%) Oracle
4 2 (7.69%) Ab Initio
5 1 (3.85%) Informatica
5 1 (3.85%) Microsoft
5 1 (3.85%) Splunk
5 1 (3.85%) VMware