Period
to 15 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Northamptonshire 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 15 December 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
East Midlands > Northamptonshire
6 months to
15 Dec 2018
Same period 2017 Same period 2016
Rank 76 96 111
Rank change year-on-year +20 +15 +4
Permanent jobs citing Hadoop 25 2 3
As % of all permanent IT jobs advertised in Northamptonshire 2.13% 0.18% 0.21%
As % of the Database & Business Intelligence category 6.44% 0.63% 0.68%
Number of salaries quoted 20 2 3
Northamptonshire median annual salary £58,750 £45,000 £60,000
Median salary % change year-on-year +30.56% -25.00% +33.33%
10th Percentile £48,000 £40,000 £50,000
90th Percentile £90,000 £50,000 £70,000
East Midlands median annual salary £75,000 £42,500 £52,500
% change year-on-year +76.47% -19.05% -25.00%

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 Northamptonshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Northamptonshire
Permanent vacancies with a requirement for database or business intelligence skills 388 319 442
As % of all permanent IT jobs advertised in Northamptonshire 32.99% 28.89% 30.42%
Number of salaries quoted 317 261 318
Northamptonshire median annual salary £42,500 £42,500 £41,250
Median salary % change year-on-year - +3.03% +3.13%
10th Percentile £27,500 £23,000 £22,500
90th Percentile £68,800 £65,000 £59,500
East Midlands median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - -

Hadoop
Job Vacancy Trend in Northamptonshire

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

Job vacancy trend for Hadoop in Northamptonshire

Hadoop
Salary Trend in Northamptonshire

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

Salary trend for Hadoop in Northamptonshire

Hadoop
Salary Histogram in Northamptonshire

The salary distribution of IT jobs citing Hadoop in Northamptonshire over the 6 months to 15 December 2018.

Salary histogram for Hadoop in Northamptonshire

Hadoop
Job Locations in Northamptonshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the Northamptonshire region over the 6 months to 15 December 2018. 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
Northampton - 20 £57,500 -
Corby +2 2 £76,250 +69.44%
Hadoop
East Midlands

For the 6 months to 15 December 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 Northamptonshire region with a requirement for Hadoop.

1 19 (76.00%) Java
2 18 (72.00%) Big Data
3 16 (64.00%) Apache Spark
4 15 (60.00%) SQL
4 15 (60.00%) Python
4 15 (60.00%) Agile Software Development
5 13 (52.00%) Finance
6 12 (48.00%) NoSQL
7 10 (40.00%) Amazon AWS
7 10 (40.00%) Data Modelling
8 8 (32.00%) Data Architecture
8 8 (32.00%) Analytics
8 8 (32.00%) Analytical Skills
9 7 (28.00%) BigQuery
9 7 (28.00%) Google Cloud Platform
9 7 (28.00%) IBM Cloud
9 7 (28.00%) Monetization
9 7 (28.00%) Machine Learning
9 7 (28.00%) Cloudera
9 7 (28.00%) MapR
9 7 (28.00%) Scala
9 7 (28.00%) Microsoft Azure
9 7 (28.00%) Star Schema
9 7 (28.00%) Data Warehouse
9 7 (28.00%) XML
9 7 (28.00%) Google
9 7 (28.00%) JSON
10 6 (24.00%) JavaScript
10 6 (24.00%) ETL
11 5 (20.00%) Degree

Hadoop
Co-occurring IT Skills in Northamptonshire 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 16 (64.00%) Apache Spark
2 3 (12.00%) Elasticsearch
3 2 (8.00%) SAS
Applications
1 1 (4.00%) Chatbot
Cloud Services
1 10 (40.00%) Amazon AWS
2 7 (28.00%) Google Cloud Platform
2 7 (28.00%) IBM Cloud
2 7 (28.00%) Microsoft Azure
Communications & Networking
1 2 (8.00%) Kerberos
Database & Business Intelligence
1 18 (72.00%) Big Data
2 12 (48.00%) NoSQL
3 7 (28.00%) BigQuery
3 7 (28.00%) Data Warehouse
3 7 (28.00%) Star Schema
4 4 (16.00%) Apache Hive
4 4 (16.00%) Impala
5 3 (12.00%) HBase
5 3 (12.00%) MySQL
6 2 (8.00%) Relational Database
6 2 (8.00%) Sqoop
7 1 (4.00%) Data Lake
7 1 (4.00%) Data Mining
7 1 (4.00%) Text Mining
Development Applications
1 1 (4.00%) Git (software)
1 1 (4.00%) JUnit
General
1 13 (52.00%) Finance
2 4 (16.00%) Banking
3 1 (4.00%) Advertising
3 1 (4.00%) Electronics
Job Titles
1 8 (32.00%) Architect
2 7 (28.00%) Data Architect
3 6 (24.00%) Developer
4 5 (20.00%) Designer
4 5 (20.00%) Senior Architect
4 5 (20.00%) Senior Data Architect
5 4 (16.00%) Solutions Designer
6 3 (12.00%) Big Data Developer
6 3 (12.00%) Java Developer
7 2 (8.00%) Big Data Architect
7 2 (8.00%) Cloud Architect
7 2 (8.00%) Data Engineer
7 2 (8.00%) Lead Architect
7 2 (8.00%) Lead Data Architect
7 2 (8.00%) Senior Developer
7 2 (8.00%) Senior Java Developer
7 2 (8.00%) Software Designer
8 1 (4.00%) Big Data Engineer
8 1 (4.00%) Java Hadoop Developer
8 1 (4.00%) Machine Learning Developer
Libraries, Frameworks & Software Standards
1 7 (28.00%) JSON
1 7 (28.00%) XML
2 5 (20.00%) Kafka
3 4 (16.00%) NumPy
3 4 (16.00%) Pandas
4 3 (12.00%) AngularJS
4 3 (12.00%) Elastic Stack
4 3 (12.00%) J2EE
4 3 (12.00%) REST
4 3 (12.00%) Spring
5 2 (8.00%) HTML5 Canvas
5 2 (8.00%) Java EE
5 2 (8.00%) Natural Language Processing
5 2 (8.00%) Node.js
5 2 (8.00%) PySpark
5 2 (8.00%) React
5 2 (8.00%) Spark Streaming
5 2 (8.00%) Spring MVC
6 1 (4.00%) jQuery
6 1 (4.00%) SciPy
Miscellaneous
1 8 (32.00%) Analytical Skills
2 2 (8.00%) Algorithms
2 2 (8.00%) Data Structures
2 2 (8.00%) Greenfield Project
2 2 (8.00%) Reference Data
2 2 (8.00%) Self-Motivation
2 2 (8.00%) User Experience
3 1 (4.00%) Credit Risk
3 1 (4.00%) Enterprise Software
3 1 (4.00%) Fintech
Operating Systems
1 3 (12.00%) Unix
2 2 (8.00%) Linux
3 1 (4.00%) Mac OS
3 1 (4.00%) Windows
Processes & Methodologies
1 15 (60.00%) Agile Software Development
2 10 (40.00%) Data Modelling
3 8 (32.00%) Analytics
3 8 (32.00%) Data Architecture
4 7 (28.00%) Machine Learning
4 7 (28.00%) Monetization
5 6 (24.00%) ETL
6 5 (20.00%) Computer Science
6 5 (20.00%) Data Engineering
6 5 (20.00%) Master Data Management
6 5 (20.00%) Use Case
7 4 (16.00%) Data Science
7 4 (16.00%) Open Source
7 4 (16.00%) Risk Management
7 4 (16.00%) Statistics
7 4 (16.00%) Visualisation
8 3 (12.00%) Business Intelligence
8 3 (12.00%) Data Visualisation
8 3 (12.00%) MVC
8 3 (12.00%) Software Engineering
Programming Languages
1 19 (76.00%) Java
2 15 (60.00%) Python
2 15 (60.00%) SQL
3 7 (28.00%) Scala
4 6 (24.00%) JavaScript
5 3 (12.00%) Java 8
5 3 (12.00%) PHP
5 3 (12.00%) R
5 3 (12.00%) Ruby
Qualifications
1 5 (20.00%) Degree
2 1 (4.00%) Computer Science Degree
Quality Assurance & Compliance
1 1 (4.00%) Basel III
1 1 (4.00%) COREP
1 1 (4.00%) CRD IV
System Software
1 5 (20.00%) Apache Flume
2 2 (8.00%) Apache ZooKeeper
Systems Management
1 3 (12.00%) Hadoop YARN
1 3 (12.00%) Kibana
1 3 (12.00%) logstash
2 2 (8.00%) Oozie
Vendors
1 7 (28.00%) Cloudera
1 7 (28.00%) Google
1 7 (28.00%) MapR
2 5 (20.00%) Teradata
3 3 (12.00%) Oracle
4 2 (8.00%) Splunk
5 1 (4.00%) Ab Initio
5 1 (4.00%) ServiceNow
5 1 (4.00%) Talend