Period
to 22 January 2019

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 22 January 2019 with a comparison to the same period in the previous 2 years.

Apache Hadoop
Northamptonshire > Northampton
6 months to
22 Jan 2019
Same period 2018 Same period 2017
Rank 59 - 90
Rank change year-on-year - +90 +6
Permanent jobs citing Hadoop 23 0 3
As % of all permanent IT jobs advertised in Northampton 3.09% - 0.34%
As % of the Database & Business Intelligence category 9.02% - 0.95%
Number of salaries quoted 15 0 3
Northampton median annual salary £57,500 - £60,000
10th Percentile £44,250 - £50,000
90th Percentile £90,000 - £70,000
Northamptonshire median annual salary £58,750 £45,000 £60,000
% change year-on-year +30.56% -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 255 190 317
As % of all permanent IT jobs advertised in Northampton 34.27% 27.54% 35.50%
Number of salaries quoted 200 148 229
Northampton median annual salary £42,500 £40,000 £45,000
Median salary % change year-on-year +6.25% -11.11% +12.50%
10th Percentile £28,569 £19,125 £27,500
90th Percentile £68,875 £66,775 £62,500
Northamptonshire median annual salary £42,500 £42,500 £42,500

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 22 January 2019.

Salary histogram for Hadoop in Northampton

For the 6 months to 22 January 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 Northampton region with a requirement for Hadoop.

1 16 (69.57%) Big Data
2 15 (65.22%) Java
3 14 (60.87%) Finance
4 13 (56.52%) SQL
4 13 (56.52%) Apache Spark
5 12 (52.17%) Python
6 11 (47.83%) Agile Software Development
7 9 (39.13%) Data Modelling
7 9 (39.13%) NoSQL
8 8 (34.78%) ETL
9 7 (30.43%) Banking
9 7 (30.43%) Risk Management
9 7 (30.43%) Amazon AWS
10 6 (26.09%) Scala
10 6 (26.09%) Machine Learning
10 6 (26.09%) Analytical Skills
10 6 (26.09%) Data Architecture
11 5 (21.74%) Use Case
11 5 (21.74%) JSON
11 5 (21.74%) Google
11 5 (21.74%) Star Schema
11 5 (21.74%) Data Warehouse
11 5 (21.74%) XML
11 5 (21.74%) BigQuery
11 5 (21.74%) Google Cloud Platform
11 5 (21.74%) MapR
11 5 (21.74%) Master Data Management
11 5 (21.74%) Impala
11 5 (21.74%) Analytics
11 5 (21.74%) Cloudera

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 (56.52%) Apache Spark
2 3 (13.04%) SAS
3 2 (8.70%) Elasticsearch
Cloud Services
1 7 (30.43%) Amazon AWS
2 5 (21.74%) Google Cloud Platform
2 5 (21.74%) IBM Cloud
2 5 (21.74%) Microsoft Azure
Communications & Networking
1 2 (8.70%) Kerberos
Database & Business Intelligence
1 16 (69.57%) Big Data
2 9 (39.13%) NoSQL
3 5 (21.74%) BigQuery
3 5 (21.74%) Data Warehouse
3 5 (21.74%) Impala
3 5 (21.74%) Star Schema
4 4 (17.39%) Apache Hive
4 4 (17.39%) Relational Database
5 3 (13.04%) HBase
6 2 (8.70%) MySQL
6 2 (8.70%) Sqoop
7 1 (4.35%) Data Lake
7 1 (4.35%) Data Mining
7 1 (4.35%) Text Mining
Development Applications
1 1 (4.35%) Git (software)
General
1 14 (60.87%) Finance
2 7 (30.43%) Banking
3 2 (8.70%) Front Office
3 2 (8.70%) Retail
Job Titles
1 7 (30.43%) Architect
2 5 (21.74%) Data Architect
2 5 (21.74%) Developer
2 5 (21.74%) Senior Architect
2 5 (21.74%) Senior Data Architect
3 4 (17.39%) Designer
4 3 (13.04%) Solutions Designer
5 2 (8.70%) Analyst
5 2 (8.70%) Big Data Developer
5 2 (8.70%) Business Analyst
5 2 (8.70%) Data Engineer
5 2 (8.70%) Java Developer
5 2 (8.70%) SAS Architect
5 2 (8.70%) Senior Developer
5 2 (8.70%) Senior Java Developer
5 2 (8.70%) Solutions Architect
6 1 (4.35%) Big Data Engineer
6 1 (4.35%) Data Science Manager
6 1 (4.35%) Data Scientist
6 1 (4.35%) ETL Designer
Libraries, Frameworks & Software Standards
1 5 (21.74%) JSON
1 5 (21.74%) XML
2 4 (17.39%) Kafka
3 3 (13.04%) NumPy
3 3 (13.04%) Pandas
4 2 (8.70%) AngularJS
4 2 (8.70%) Elastic Stack
4 2 (8.70%) HTML5 Canvas
4 2 (8.70%) J2EE
4 2 (8.70%) Java EE
4 2 (8.70%) Natural Language Processing
4 2 (8.70%) Node.js
4 2 (8.70%) PySpark
4 2 (8.70%) React
4 2 (8.70%) REST
4 2 (8.70%) Spark Streaming
4 2 (8.70%) Spring
4 2 (8.70%) Spring MVC
5 1 (4.35%) scikit-learn
5 1 (4.35%) SciPy
Miscellaneous
1 6 (26.09%) Analytical Skills
2 4 (17.39%) Credit Risk
3 2 (8.70%) Algorithms
3 2 (8.70%) Greenfield Project
3 2 (8.70%) User Experience
4 1 (4.35%) Enterprise Software
Operating Systems
1 2 (8.70%) Unix
Processes & Methodologies
1 11 (47.83%) Agile Software Development
2 9 (39.13%) Data Modelling
3 8 (34.78%) ETL
4 7 (30.43%) Risk Management
5 6 (26.09%) Data Architecture
5 6 (26.09%) Machine Learning
6 5 (21.74%) Analytics
6 5 (21.74%) Master Data Management
6 5 (21.74%) Monetization
6 5 (21.74%) Use Case
7 4 (17.39%) Data Analysis
7 4 (17.39%) Data Science
7 4 (17.39%) Visualisation
8 3 (13.04%) Business Intelligence
8 3 (13.04%) Data Engineering
8 3 (13.04%) Data Visualisation
8 3 (13.04%) MVC
8 3 (13.04%) SDLC
9 2 (8.70%) Dashboard Development
9 2 (8.70%) Random Forest
Programming Languages
1 15 (65.22%) Java
2 13 (56.52%) SQL
3 12 (52.17%) Python
4 6 (26.09%) Scala
5 4 (17.39%) JavaScript
6 2 (8.70%) Java 8
6 2 (8.70%) PHP
6 2 (8.70%) R
6 2 (8.70%) Ruby
Qualifications
1 2 (8.70%) Degree
Quality Assurance & Compliance
1 2 (8.70%) Basel III
1 2 (8.70%) COREP
1 2 (8.70%) CRD IV
2 1 (4.35%) QA
System Software
1 4 (17.39%) Apache Flume
2 2 (8.70%) Apache ZooKeeper
Systems Management
1 3 (13.04%) Hadoop YARN
2 2 (8.70%) Kibana
2 2 (8.70%) logstash
2 2 (8.70%) Oozie
Vendors
1 5 (21.74%) Cloudera
1 5 (21.74%) Google
1 5 (21.74%) MapR
2 4 (17.39%) Teradata
3 2 (8.70%) Ab Initio
3 2 (8.70%) Oracle
4 1 (4.35%) Splunk