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

Apache Hadoop
East of England / Cambridgeshire
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 114 115 125
Rank change year-on-year +1 +10  
Permanent jobs citing Hadoop 9 21 7
As % of all permanent IT jobs advertised in Cambridgeshire 0.52% 0.96% 0.34%
As % of the Database & Business Intelligence category 2.02% 3.87% 1.28%
Number of salaries quoted 6 11 7
Median salary £55,000 £60,000 £55,000
Median salary % change year-on-year -8.33% +9.09%  
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 Cambridgeshire with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Cambridgeshire
Permanent job vacancies with a requirement for database and business intelligence skills 446 543 545
As % of all permanent IT job vacancies advertised in Cambridgeshire 25.69% 24.89% 26.10%
Number of salaries quoted 370 442 460
Median salary £44,500 £42,000 £43,500
Median salary % change year-on-year +5.95% -3.44%  
90% offered a salary of more than £31,000 £32,500 £28,500
10% offered a salary of more than £57,500 £60,000 £60,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Hadoop
Job Vacancy Trend in Cambridgeshire

The job posting trend of jobs advertised in Cambridgeshire 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 Cambridgeshire

Hadoop
Salary Trend in Cambridgeshire

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

Salary trend for Hadoop in Cambridgeshire

Hadoop
Salary Histogram in Cambridgeshire

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

Salary histogram for Hadoop in Cambridgeshire

Hadoop
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the Cambridgeshire region over the 3 months to 29 March 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
Cambridge +12 9 £55,000 - 6
Hadoop
East of England

For the 6 months to 29 March 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 Cambridgeshire region with a requirement for Hadoop.

1 10 (76.92%) Java
2 9 (69.23%) Apache Spark
3 7 (53.85%) Python
3 7 (53.85%) PostgreSQL
3 7 (53.85%) Degree
4 6 (46.15%) LDAP
4 6 (46.15%) NoSQL
5 5 (38.46%) Scala
5 5 (38.46%) Amazon AWS
5 5 (38.46%) Machine Learning
5 5 (38.46%) MongoDB
5 5 (38.46%) Relational Database
5 5 (38.46%) Oracle
5 5 (38.46%) CSS
5 5 (38.46%) JavaScript
5 5 (38.46%) HTML
5 5 (38.46%) Linux
5 5 (38.46%) RDBMS
5 5 (38.46%) Computer Science
6 4 (30.77%) Web Development
6 4 (30.77%) Business Development
6 4 (30.77%) Retail
6 4 (30.77%) GIS
6 4 (30.77%) ArcGIS
6 4 (30.77%) Identity Management
6 4 (30.77%) Management Information System
6 4 (30.77%) Telecoms
6 4 (30.77%) SAML
6 4 (30.77%) EAM
6 4 (30.77%) ERP

Hadoop
Co-occurring IT Skills in Cambridgeshire 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 9 (69.23%) Apache Spark
2 4 (30.77%) ArcGIS
3 3 (23.08%) Elasticsearch
4 2 (15.38%) OpenStack
5 1 (7.69%) Apache Solr
5 1 (7.69%) Luigi
Cloud Services
1 5 (38.46%) Amazon AWS
2 1 (7.69%) Cloud Computing
Communications & Networking
1 6 (46.15%) LDAP
2 2 (15.38%) DHCP
2 2 (15.38%) DNS
2 2 (15.38%) SMTP
2 2 (15.38%) SNMP
2 2 (15.38%) TCP/IP
3 1 (7.69%) HTTP
Database & Business Intelligence
1 7 (53.85%) PostgreSQL
2 6 (46.15%) NoSQL
3 5 (38.46%) MongoDB
3 5 (38.46%) RDBMS
3 5 (38.46%) Relational Database
4 4 (30.77%) Amazon DynamoDB
4 4 (30.77%) Geospatial Data
4 4 (30.77%) GIS
4 4 (30.77%) SQL Server
5 3 (23.08%) Big Data
5 3 (23.08%) MySQL
6 2 (15.38%) Apache Hive
6 2 (15.38%) Data Mining
7 1 (7.69%) Neo4j
Development Applications
1 1 (7.69%) Git (software)
General
1 4 (30.77%) Retail
1 4 (30.77%) Telecoms
2 2 (15.38%) Games
3 1 (7.69%) Automotive
3 1 (7.69%) Finance
Job Titles
1 3 (23.08%) Data Scientist
2 2 (15.38%) Administrator
2 2 (15.38%) Data Engineer
2 2 (15.38%) Developer
2 2 (15.38%) Senior Data Engineer
2 2 (15.38%) Senior Systems Administrator
2 2 (15.38%) Software Developer
2 2 (15.38%) Systems Administrator
3 1 (7.69%) Architect
3 1 (7.69%) C# Developer
3 1 (7.69%) C# Software Developer
3 1 (7.69%) C++ Developer
3 1 (7.69%) C++ Software Developer
3 1 (7.69%) C++/C# Developer
3 1 (7.69%) C++/Java Developer
3 1 (7.69%) Data Architect
3 1 (7.69%) Java Developer
3 1 (7.69%) Java Software Developer
3 1 (7.69%) Senior Developer
3 1 (7.69%) Senior Software Developer
Libraries, Frameworks & Software Standards
1 5 (38.46%) CSS
1 5 (38.46%) HTML
2 4 (30.77%) .NET
2 4 (30.77%) OAuth
2 4 (30.77%) SAML
3 2 (15.38%) RESTful
4 1 (7.69%) Node.js
Miscellaneous
1 5 (38.46%) Computer Science
2 4 (30.77%) Analytical Skills
2 4 (30.77%) Management Information System
3 2 (15.38%) Driving Licence
4 1 (7.69%) Life Science
4 1 (7.69%) Linux Command Line
4 1 (7.69%) Online Games
4 1 (7.69%) Private Cloud
Operating Systems
1 5 (38.46%) Linux
2 3 (23.08%) Unix
3 2 (15.38%) CentOS
3 2 (15.38%) Windows
Processes & Methodologies
1 5 (38.46%) Machine Learning
2 4 (30.77%) Business Development
2 4 (30.77%) Coaching
2 4 (30.77%) CRM
2 4 (30.77%) Customer Engagement
2 4 (30.77%) EAM
2 4 (30.77%) ERP
2 4 (30.77%) Identity Management
2 4 (30.77%) Line Management
2 4 (30.77%) Mentoring
2 4 (30.77%) Time Management
2 4 (30.77%) Translating Business Requirements
2 4 (30.77%) Web Development
3 3 (23.08%) Signal Processing
3 3 (23.08%) Software Engineering
4 2 (15.38%) Analytics
4 2 (15.38%) Bioinformatics
4 2 (15.38%) High Availability
4 2 (15.38%) MapReduce
4 2 (15.38%) Microservices
Programming Languages
1 10 (76.92%) Java
2 7 (53.85%) Python
3 5 (38.46%) JavaScript
3 5 (38.46%) Scala
4 4 (30.77%) R
5 3 (23.08%) Perl
6 2 (15.38%) SQL
7 1 (7.69%) C
7 1 (7.69%) C#
7 1 (7.69%) C++
7 1 (7.69%) Ruby
7 1 (7.69%) Shell Script
Qualifications
1 7 (53.85%) Degree
2 3 (23.08%) Security Cleared
3 1 (7.69%) PhD
Systems Management
1 2 (15.38%) Ansible
1 2 (15.38%) Opscode Chef
1 2 (15.38%) Puppet
1 2 (15.38%) Salt
Vendors
1 5 (38.46%) Oracle
2 1 (7.69%) Vertica
Cambridgeshire
Harvey Nash plc
Salary: £400 - £401 per day
Posted: 41 minutes ago
Cambridge, Cambridgeshire
Empiric.com
Salary: Completely negotiable and excellent with comprehensive benefits
Posted: Yesterday
Cambridge, Cambridgeshire
Agentis Solution
Salary: From £40,000 to £45,000 per annum
Posted: 2 days ago
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £40,000 to £65,000 per annum Salary DOE + Benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £50k+ DoE
Posted: 15 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £70k (DoE) + top benefits + bonus
Posted: 26 days ago