The following table provides summary statistics for permanent job vacancies advertised in Cambridge 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 30 April 2017 with a comparison to the same period in the previous 2 years.

Apache Hadoop
Cambridgeshire / Cambridge
3 months to
30 Apr 2017
Same period 2016 Same period 2015
Rank 104 103 110
Rank change year-on-year -1 +7  
Permanent jobs citing Hadoop 11 4 2
As % of all permanent IT jobs advertised in Cambridge 0.81% 0.29% 0.14%
As % of the Database & Business Intelligence category 2.95% 1.27% 0.48%
Number of salaries quoted 4 4 2
Median salary £55,000 £51,250 £50,000
Median salary % change year-on-year +7.31% +2.50%  
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year +10.00% -  

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 Cambridge with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Cambridge
Permanent job vacancies with a requirement for database and business intelligence skills 373 314 413
As % of all permanent IT job vacancies advertised in Cambridge 27.41% 22.69% 28.08%
Number of salaries quoted 304 264 367
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.55% -  
90% offered a salary of more than £33,500 £34,000 £30,000
10% offered a salary of more than £57,500 £55,000 £60,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Hadoop
Job Vacancy Trend in Cambridge

The job posting trend of jobs advertised in Cambridge citing Hadoop as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Hadoop in Cambridge

Hadoop
Salary Trend in Cambridge

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

Salary trend for Hadoop in Cambridge

For the 6 months to 30 April 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 Cambridge region with a requirement for Hadoop.

1 13 (81.25%) Java
1 13 (81.25%) Apache Spark
2 10 (62.50%) Python
3 9 (56.25%) Scala
3 9 (56.25%) Machine Learning
4 8 (50.00%) R
5 7 (43.75%) Security Cleared
5 7 (43.75%) Signal Processing
6 6 (37.50%) PostgreSQL
6 6 (37.50%) Degree
6 6 (37.50%) LDAP
7 5 (31.25%) NoSQL
7 5 (31.25%) Amazon AWS
8 4 (25.00%) MongoDB
8 4 (25.00%) Time Management
8 4 (25.00%) OAuth
8 4 (25.00%) Customer Engagement
8 4 (25.00%) Computer Science
8 4 (25.00%) Web Development
8 4 (25.00%) Business Development
8 4 (25.00%) Retail
8 4 (25.00%) CRM
8 4 (25.00%) .NET
8 4 (25.00%) HTML
8 4 (25.00%) Linux
8 4 (25.00%) JavaScript
8 4 (25.00%) Oracle
8 4 (25.00%) SQL Server
8 4 (25.00%) CSS
8 4 (25.00%) ERP

Hadoop
Co-occurring IT Skills in Cambridge 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 (81.25%) Apache Spark
2 4 (25.00%) ArcGIS
3 2 (12.50%) Elasticsearch
3 2 (12.50%) OpenStack
Cloud Services
1 5 (31.25%) Amazon AWS
2 1 (6.25%) Cloud Computing
Communications & Networking
1 6 (37.50%) LDAP
2 2 (12.50%) DHCP
2 2 (12.50%) DNS
2 2 (12.50%) SMTP
2 2 (12.50%) SNMP
2 2 (12.50%) TCP/IP
Database & Business Intelligence
1 6 (37.50%) PostgreSQL
2 5 (31.25%) NoSQL
3 4 (25.00%) Amazon DynamoDB
3 4 (25.00%) Geospatial Data
3 4 (25.00%) GIS
3 4 (25.00%) MongoDB
3 4 (25.00%) RDBMS
3 4 (25.00%) Relational Database
3 4 (25.00%) SQL Server
4 3 (18.75%) Big Data
5 2 (12.50%) Apache Hive
5 2 (12.50%) Data Mining
5 2 (12.50%) MySQL
General
1 4 (25.00%) Retail
1 4 (25.00%) Telecoms
2 2 (12.50%) Games
3 1 (6.25%) Automotive
Job Titles
1 7 (43.75%) Data Scientist
2 2 (12.50%) Administrator
2 2 (12.50%) Data Engineer
2 2 (12.50%) Senior Data Engineer
2 2 (12.50%) Senior Systems Administrator
2 2 (12.50%) Systems Administrator
3 1 (6.25%) Architect
3 1 (6.25%) AWS Engineer
3 1 (6.25%) Big Data Architect
3 1 (6.25%) Big Data Engineer
3 1 (6.25%) Data Architect
3 1 (6.25%) Developer
3 1 (6.25%) Hadoop Engineer
3 1 (6.25%) Senior Developer
3 1 (6.25%) Senior Hadoop Engineer
3 1 (6.25%) Senior Software Developer
3 1 (6.25%) Software Developer
Libraries, Frameworks & Software Standards
1 4 (25.00%) .NET
1 4 (25.00%) CSS
1 4 (25.00%) HTML
1 4 (25.00%) OAuth
1 4 (25.00%) SAML
2 2 (12.50%) RESTful
Miscellaneous
1 4 (25.00%) Analytical Skills
1 4 (25.00%) Computer Science
1 4 (25.00%) Management Information System
2 2 (12.50%) Driving Licence
3 1 (6.25%) Online Games
3 1 (6.25%) Private Cloud
Operating Systems
1 4 (25.00%) Linux
2 2 (12.50%) CentOS
2 2 (12.50%) Unix
2 2 (12.50%) Windows
Processes & Methodologies
1 9 (56.25%) Machine Learning
2 7 (43.75%) Signal Processing
3 4 (25.00%) Business Development
3 4 (25.00%) Coaching
3 4 (25.00%) CRM
3 4 (25.00%) Customer Engagement
3 4 (25.00%) EAM
3 4 (25.00%) ERP
3 4 (25.00%) Identity Management
3 4 (25.00%) Line Management
3 4 (25.00%) Mentoring
3 4 (25.00%) Time Management
3 4 (25.00%) Translating Business Requirements
3 4 (25.00%) Web Development
4 2 (12.50%) Analytics
4 2 (12.50%) Bioinformatics
4 2 (12.50%) DNA
4 2 (12.50%) Microservices
4 2 (12.50%) Proactive Monitoring
4 2 (12.50%) Software Engineering
Programming Languages
1 13 (81.25%) Java
2 10 (62.50%) Python
3 9 (56.25%) Scala
4 8 (50.00%) R
5 4 (25.00%) JavaScript
6 2 (12.50%) Perl
7 1 (6.25%) SQL
Qualifications
1 7 (43.75%) Security Cleared
2 6 (37.50%) Degree
3 1 (6.25%) PhD
Systems Management
1 2 (12.50%) Ansible
1 2 (12.50%) Opscode Chef
1 2 (12.50%) Puppet
1 2 (12.50%) Salt
Vendors
1 4 (25.00%) Oracle
2 1 (6.25%) Vertica
Cambridge, Cambridgeshire
Empiric.com
Salary: Completely negotiable and excellent with comprehensive benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
Amazing Prospects Ltd
Salary: £25k - 55k per year + Incredible Prospects+Potential+Benefits
Posted: Yesterday
Cambridge
Client Server
Salary: £80000 - £100000 per annum + benefits
Posted: 9 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £Excellent + benefits
Posted: 5 days ago
Cambridge
Client Server
Salary: £80000 - £100000 per annum + benefits
Posted: 22 days ago