The following table provides summary statistics for permanent job vacancies advertised in Bedfordshire with a requirement for Hadoop skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Hadoop over the 3 months to 29 June 2017 with a comparison to the same period in the previous 2 years.

Apache Hadoop
East of England > Bedfordshire
3 months to
29 Jun 2017
Same period 2016 Same period 2015
Rank 53 79 94
Rank change year-on-year +26 +15  
Permanent jobs citing Hadoop 16 1 5
As % of all permanent IT jobs advertised in Bedfordshire 2.59% 0.11% 0.44%
As % of the Database & Business Intelligence category 10.32% 0.41% 1.47%
Number of salaries quoted 4 1 5
Bedfordshire median annual salary £52,500 £43,000 £47,500
Median salary % change year-on-year +22.09% -9.47%  
10th Percentile £41,250 £41,500 £44,000
90th Percentile £68,875 £44,500 £66,000
East of England median annual salary £55,000 £60,000 £57,500
% change year-on-year -8.33% +4.34%  

Hadoop is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Bedfordshire with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Bedfordshire
Permanent job vacancies with a requirement for database and business intelligence skills 155 244 340
As % of all permanent IT job vacancies advertised in Bedfordshire 25.12% 27.51% 30.25%
Number of salaries quoted 300 502 720
Bedfordshire median annual salary £42,500 £45,000 £45,000
Median salary % change year-on-year -5.55% -  
10th Percentile £29,250 £35,000 £27,500
90th Percentile £58,750 £65,500 £62,000
East of England median annual salary £45,000 £44,000 £45,000
% change year-on-year +2.27% -2.22%  

Hadoop
Job Vacancy Trend in Bedfordshire

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

Job vacancy trend for Hadoop in Bedfordshire

Hadoop
Salary Trend in Bedfordshire

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

Salary trend for Hadoop in Bedfordshire

Hadoop
Salary Histogram in Bedfordshire

The salary distribution of IT jobs citing Hadoop in Bedfordshire over the 3 months to 29 June 2017.

Salary histogram for Hadoop in Bedfordshire

Hadoop
Job Locations in Bedfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the Bedfordshire region over the 3 months to 29 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Luton +13 13 £42,500 -1.16% 3
Hadoop
East of England

For the 6 months to 29 June 2017, IT jobs citing Hadoop also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Bedfordshire region with a requirement for Hadoop.

1 24 (100.00%) Analytics
2 16 (66.67%) Apache Spark
2 16 (66.67%) Big Data
2 16 (66.67%) SQL
3 15 (62.50%) Apache Hive
3 15 (62.50%) Impala
3 15 (62.50%) Machine Learning
3 15 (62.50%) Analytical Skills
4 14 (58.33%) Foreign Exchange (FX)
4 14 (58.33%) Yield Management
5 13 (54.17%) Python
5 13 (54.17%) R
6 12 (50.00%) Visualisation
7 11 (45.83%) Amazon AWS
7 11 (45.83%) Tableau
8 10 (41.67%) Data Visualisation
8 10 (41.67%) Customer Analytics
8 10 (41.67%) Personalization
8 10 (41.67%) SAS
8 10 (41.67%) Business Intelligence
9 8 (33.33%) Stakeholder Management
10 7 (29.17%) Data Management
10 7 (29.17%) Marketing
10 7 (29.17%) Degree
11 6 (25.00%) Experimental Design
11 6 (25.00%) Numerate Degree
11 6 (25.00%) Data Quality
11 6 (25.00%) Statistical Modelling
11 6 (25.00%) Apache Flume
11 6 (25.00%) JSON

Hadoop
Co-occurring IT Skills in Bedfordshire 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 (66.67%) Apache Spark
2 10 (41.67%) SAS
3 3 (12.50%) Apache
3 3 (12.50%) Elasticsearch
Applications
1 4 (16.67%) Microsoft Excel
2 3 (12.50%) Microsoft PowerPoint
2 3 (12.50%) MS Visio
Business Applications
1 4 (16.67%) Oracle Applications
2 1 (4.17%) Dynamics AX
2 1 (4.17%) Dynamics NAV
Cloud Services
1 11 (45.83%) Amazon AWS
2 5 (20.83%) Amazon EMR
2 5 (20.83%) Amazon Kinesis
3 2 (8.33%) Microsoft Azure
Database & Business Intelligence
1 16 (66.67%) Big Data
2 15 (62.50%) Apache Hive
2 15 (62.50%) Impala
3 6 (25.00%) Data Warehouse
3 6 (25.00%) SQL Server Integration Services
4 5 (20.83%) Amazon Redshift
4 5 (20.83%) Redis
4 5 (20.83%) SQL Server
5 4 (16.67%) Data Mining
5 4 (16.67%) OLAP
5 4 (16.67%) Oracle OLAP
5 4 (16.67%) SQL Server 2008
5 4 (16.67%) SQL Server Analysis Services
5 4 (16.67%) SQL Server Reporting Services
5 4 (16.67%) Sqoop
6 2 (8.33%) Azure SQL Database
7 1 (4.17%) Relational Database
General
1 7 (29.17%) Marketing
2 6 (25.00%) Retail
3 4 (16.67%) Banking
3 4 (16.67%) Finance
Job Titles
1 7 (29.17%) Head of Analytics
2 6 (25.00%) Analytics Consultant
2 6 (25.00%) Consultant
2 6 (25.00%) Data Analytics Consultant
2 6 (25.00%) Data Consultant
2 6 (25.00%) SAS Consultant
3 5 (20.83%) Analytics Manager
3 5 (20.83%) Data Analytics Manager
3 5 (20.83%) Data Manager
3 5 (20.83%) Portfolio Manager
4 4 (16.67%) Analyst
4 4 (16.67%) Head of Customer Analytics
4 4 (16.67%) Head of Digital
4 4 (16.67%) Head of Digital Analytics
4 4 (16.67%) SQL Analyst
5 3 (12.50%) Senior Consultant
5 3 (12.50%) Senior Data Analytics Consultant
5 3 (12.50%) Senior SAS Consultant
6 2 (8.33%) Big Data Manager
6 2 (8.33%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 6 (25.00%) JSON
1 6 (25.00%) Web Services
2 5 (20.83%) scikit-learn
2 5 (20.83%) TensorFlow
Miscellaneous
1 15 (62.50%) Analytical Skills
2 14 (58.33%) Foreign Exchange (FX)
3 4 (16.67%) Social Media
4 3 (12.50%) Algorithms
5 1 (4.17%) Management Information System
Processes & Methodologies
1 24 (100.00%) Analytics
2 15 (62.50%) Machine Learning
3 14 (58.33%) Yield Management
4 12 (50.00%) Visualisation
5 10 (41.67%) Business Intelligence
5 10 (41.67%) Customer Analytics
5 10 (41.67%) Data Visualisation
5 10 (41.67%) Personalization
6 8 (33.33%) Stakeholder Management
7 7 (29.17%) Data Management
8 6 (25.00%) Econometrics
8 6 (25.00%) Experimental Design
8 6 (25.00%) Mathematics
8 6 (25.00%) Statistical Modelling
8 6 (25.00%) Statistics
9 5 (20.83%) Demand Management
9 5 (20.83%) ETL
9 5 (20.83%) Line Management
9 5 (20.83%) Portfolio Management
9 5 (20.83%) Predictive Analytics
Programming Languages
1 16 (66.67%) SQL
2 13 (54.17%) Python
2 13 (54.17%) R
3 6 (25.00%) MATLAB
4 4 (16.67%) T-SQL
Qualifications
1 7 (29.17%) Degree
2 6 (25.00%) Numerate Degree
Quality Assurance & Compliance
1 6 (25.00%) Data Quality
System Software
1 6 (25.00%) Apache Flume
Systems Management
1 4 (16.67%) Oozie
Vendors
1 11 (45.83%) Tableau
2 5 (20.83%) Cloudera
3 4 (16.67%) Oracle
4 1 (4.17%) JD Edwards
4 1 (4.17%) Microsoft
4 1 (4.17%) SAP
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