Period
to 25 April 2019

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 25 April 2019 with a comparison to the same period in the previous 2 years.

Apache Hadoop
East Midlands > Northamptonshire
6 months to
25 Apr 2019
Same period 2018 Same period 2017
Rank 68 94 102
Rank change year-on-year +26 +8 +7
Permanent jobs citing Hadoop 23 9 1
As % of all permanent IT jobs advertised in Northamptonshire 2.20% 0.69% 0.078%
As % of the Database & Business Intelligence category 7.62% 2.19% 0.23%
Number of salaries quoted 8 5 1
Northamptonshire median annual salary £75,250 £102,500 £60,000
Median salary % change year-on-year -26.59% +70.83% +41.18%
10th Percentile £41,950 £56,000 £50,000
90th Percentile £84,000 £107,000 £70,000
East Midlands median annual salary £57,500 £50,000 £52,500
% change year-on-year +15.00% -4.76% +23.53%

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 302 411 437
As % of all permanent IT jobs advertised in Northamptonshire 28.90% 31.49% 33.98%
Number of salaries quoted 217 329 368
Northamptonshire median annual salary £43,500 £42,500 £42,500
Median salary % change year-on-year +2.35% - +6.25%
10th Percentile £28,569 £27,250 £27,500
90th Percentile £68,850 £61,700 £58,250
East Midlands median annual salary £40,000 £40,000 £40,000

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 25 April 2019.

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 25 April 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
Northampton +28 20 £75,500 -8.48% 1
Hadoop
East Midlands

For the 6 months to 25 April 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 Northamptonshire region with a requirement for Hadoop.

1 16 (69.57%) Finance
2 15 (65.22%) SQL
3 12 (52.17%) Big Data
4 11 (47.83%) Banking
5 10 (43.48%) Data Modelling
5 10 (43.48%) ETL
6 8 (34.78%) SAS
6 8 (34.78%) Python
6 8 (34.78%) Ab Initio
6 8 (34.78%) Credit Risk
6 8 (34.78%) Kafka
6 8 (34.78%) Impala
7 7 (30.43%) Apache Spark
7 7 (30.43%) Data Analytics
7 7 (30.43%) Analytics
7 7 (30.43%) NoSQL
7 7 (30.43%) Risk Management
7 7 (30.43%) Agile Software Development
8 6 (26.09%) Data Warehouse
8 6 (26.09%) NumPy
8 6 (26.09%) Scala
8 6 (26.09%) Apache Flume
8 6 (26.09%) Data Transformation
8 6 (26.09%) Pandas
8 6 (26.09%) Relational Database
8 6 (26.09%) Elastic Stack
9 5 (21.74%) Kibana
9 5 (21.74%) Elasticsearch
9 5 (21.74%) Machine Learning
9 5 (21.74%) R

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 8 (34.78%) SAS
2 7 (30.43%) Apache Spark
3 5 (21.74%) Elasticsearch
4 1 (4.35%) Apache
Applications
1 1 (4.35%) Chatbot
1 1 (4.35%) GNU Octave
Cloud Services
1 2 (8.70%) Amazon AWS
2 1 (4.35%) Microsoft Azure
Communications & Networking
1 1 (4.35%) Kerberos
Database & Business Intelligence
1 12 (52.17%) Big Data
2 8 (34.78%) Impala
3 7 (30.43%) NoSQL
4 6 (26.09%) Data Warehouse
4 6 (26.09%) Relational Database
5 4 (17.39%) RDBMS
6 2 (8.70%) Apache Hive
6 2 (8.70%) HBase
7 1 (4.35%) Data Lake
7 1 (4.35%) Power BI
7 1 (4.35%) QlikView
7 1 (4.35%) SAP BW
Development Applications
1 2 (8.70%) Git (software)
2 1 (4.35%) Jenkins
2 1 (4.35%) Sonatype Nexus
General
1 16 (69.57%) Finance
2 11 (47.83%) Banking
3 4 (17.39%) Investment Banking
4 2 (8.70%) Financial Institution
4 2 (8.70%) Front Office
4 2 (8.70%) Marketing
4 2 (8.70%) Retail
Job Titles
1 5 (21.74%) Architect
1 5 (21.74%) Solutions Architect
2 4 (17.39%) Analyst
2 4 (17.39%) Business Analyst
2 4 (17.39%) Database Designer
2 4 (17.39%) Designer
2 4 (17.39%) ETL Designer
2 4 (17.39%) Head of Engineering
2 4 (17.39%) SAS Architect
2 4 (17.39%) Solutions Designer
3 2 (8.70%) Data Engineer
3 2 (8.70%) Developer
3 2 (8.70%) Head of Software Engineering
3 2 (8.70%) Technical Analyst
3 2 (8.70%) Technical Business Analyst
4 1 (4.35%) Data Scientist
4 1 (4.35%) Head of Big Data
4 1 (4.35%) Service Owner
Libraries, Frameworks & Software Standards
1 8 (34.78%) Kafka
2 6 (26.09%) Elastic Stack
2 6 (26.09%) NumPy
2 6 (26.09%) Pandas
3 3 (13.04%) PySpark
4 2 (8.70%) Natural Language Processing
4 2 (8.70%) scikit-learn
4 2 (8.70%) SciPy
5 1 (4.35%) HTML5 Canvas
5 1 (4.35%) Node.js
5 1 (4.35%) RAML
5 1 (4.35%) SOAP
5 1 (4.35%) Web Services
Miscellaneous
1 8 (34.78%) Credit Risk
2 4 (17.39%) Data Structures
3 2 (8.70%) Algorithms
3 2 (8.70%) Analytical Skills
4 1 (4.35%) Data Protection Act
4 1 (4.35%) Greenfield Project
4 1 (4.35%) IVR
4 1 (4.35%) Public Cloud
4 1 (4.35%) Self-Motivation
4 1 (4.35%) User Experience
Operating Systems
1 3 (13.04%) Unix
2 2 (8.70%) Linux
Processes & Methodologies
1 10 (43.48%) Data Modelling
1 10 (43.48%) ETL
2 7 (30.43%) Agile Software Development
2 7 (30.43%) Analytics
2 7 (30.43%) Data Analytics
2 7 (30.43%) Risk Management
3 6 (26.09%) Data Transformation
4 5 (21.74%) Business Intelligence
4 5 (21.74%) Data Analysis
4 5 (21.74%) Machine Learning
5 4 (17.39%) Credit Risk Management
5 4 (17.39%) Data Science
5 4 (17.39%) Stress Testing
5 4 (17.39%) Wealth Management
6 3 (13.04%) DevOps
6 3 (13.04%) ITIL
7 2 (8.70%) Business Analysis
7 2 (8.70%) Computer Science
7 2 (8.70%) Software Engineering
7 2 (8.70%) Stakeholder Management
Programming Languages
1 15 (65.22%) SQL
2 8 (34.78%) Python
3 6 (26.09%) Scala
4 5 (21.74%) Java
4 5 (21.74%) R
5 4 (17.39%) JavaScript
5 4 (17.39%) Ruby
6 1 (4.35%) MATLAB
Qualifications
1 3 (13.04%) Degree
2 1 (4.35%) Computer Science Degree
Quality Assurance & Compliance
1 4 (17.39%) Basel III
1 4 (17.39%) COREP
1 4 (17.39%) CRD IV
2 2 (8.70%) GDPR
3 1 (4.35%) QA
System Software
1 6 (26.09%) Apache Flume
2 1 (4.35%) Docker
Systems Management
1 5 (21.74%) Kibana
2 3 (13.04%) logstash
3 2 (8.70%) Hadoop YARN
4 1 (4.35%) Kubernetes
4 1 (4.35%) Opscode Chef
Vendors
1 8 (34.78%) Ab Initio
2 4 (17.39%) Informatica
3 2 (8.70%) Splunk
4 1 (4.35%) Oracle
4 1 (4.35%) SAP
4 1 (4.35%) ServiceNow
4 1 (4.35%) Tableau
4 1 (4.35%) Teradata