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 25 June 2017 with a comparison to the same period in the previous 2 years.

Apache Hadoop
East of England / Cambridgeshire
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 118 114 126
Rank change year-on-year -4 +12  
Permanent jobs citing Hadoop 19 19 11
As % of all permanent IT jobs advertised in Cambridgeshire 1.00% 1.03% 0.50%
As % of the Database & Business Intelligence category 4.05% 4.05% 1.82%
Number of salaries quoted 4 18 11
Median salary £42,500 £35,500 £75,000
Median salary % change year-on-year +19.71% -52.66%  
90% offered a salary of more than £40,000 £30,000 £45,000
10% offered a salary of more than £59,000 £60,000 £90,000
UK excluding London median salary £54,500 £54,000 £50,000
% change year-on-year +0.92% +8.00%  

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 469 469 606
As % of all permanent IT job vacancies advertised in Cambridgeshire 24.76% 25.49% 27.79%
Number of salaries quoted 390 402 539
Median salary £42,500 £40,500 £45,000
Median salary % change year-on-year +4.93% -10.00%  
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £57,500 £55,000 £60,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

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 25 June 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 25 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
Cambridge -3 18 £42,500 +11.11% 1
Hadoop
East of England

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

1 26 (92.86%) Java
2 23 (82.14%) Apache Spark
3 19 (67.86%) Scala
4 17 (60.71%) Python
4 17 (60.71%) Machine Learning
5 16 (57.14%) R
6 15 (53.57%) Signal Processing
6 15 (53.57%) Security Cleared
7 13 (46.43%) Software Engineering
8 9 (32.14%) PostgreSQL
9 7 (25.00%) Degree
9 7 (25.00%) Oracle
10 6 (21.43%) CSS
10 6 (21.43%) JavaScript
10 6 (21.43%) HTML
10 6 (21.43%) Big Data
10 6 (21.43%) NoSQL
11 5 (17.86%) OpenStack
12 4 (14.29%) Time Management
12 4 (14.29%) Apache Hive
12 4 (14.29%) MongoDB
12 4 (14.29%) Amazon DynamoDB
12 4 (14.29%) Relational Database
12 4 (14.29%) Translating Business Requirements
12 4 (14.29%) Line Management
12 4 (14.29%) Mentoring
12 4 (14.29%) Coaching
12 4 (14.29%) Analytical Skills
12 4 (14.29%) Geospatial Data
12 4 (14.29%) GIS

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 23 (82.14%) Apache Spark
2 5 (17.86%) OpenStack
3 4 (14.29%) ArcGIS
4 3 (10.71%) Jetty
4 3 (10.71%) MediaWiki
5 2 (7.14%) Apache Pig
Cloud Services
1 3 (10.71%) Amazon AWS
2 1 (3.57%) Cloud Computing
Communications & Networking
1 4 (14.29%) LDAP
Database & Business Intelligence
1 9 (32.14%) PostgreSQL
2 6 (21.43%) Big Data
2 6 (21.43%) NoSQL
3 4 (14.29%) Amazon DynamoDB
3 4 (14.29%) Apache Hive
3 4 (14.29%) Geospatial Data
3 4 (14.29%) GIS
3 4 (14.29%) MongoDB
3 4 (14.29%) RDBMS
3 4 (14.29%) Relational Database
3 4 (14.29%) SQL Server
4 3 (10.71%) HBase
4 3 (10.71%) KNIME
5 2 (7.14%) Apache Cassandra
5 2 (7.14%) Data Mining
5 2 (7.14%) Data Warehouse
5 2 (7.14%) Flink
6 1 (3.57%) Data Lake
Development Applications
1 3 (10.71%) Bugzilla
1 3 (10.71%) Buildbot
1 3 (10.71%) Eclipse
1 3 (10.71%) FindBugs
1 3 (10.71%) JUnit
1 3 (10.71%) Log4j
1 3 (10.71%) Mercurial
1 3 (10.71%) Mockito
1 3 (10.71%) SCons
2 1 (3.57%) Git (software)
2 1 (3.57%) Jenkins
2 1 (3.57%) Maven
General
1 4 (14.29%) Retail
1 4 (14.29%) Telecoms
2 2 (7.14%) Games
3 1 (3.57%) Automotive
Job Titles
1 15 (53.57%) Data Scientist
2 6 (21.43%) Developer
3 3 (10.71%) Java Developer
4 2 (7.14%) Data Engineer
4 2 (7.14%) HTML CSS Developer
4 2 (7.14%) HTML Developer
4 2 (7.14%) JavaScript Developer
4 2 (7.14%) Senior Data Engineer
4 2 (7.14%) SQL Developer
5 1 (3.57%) Administrator
5 1 (3.57%) Architect
5 1 (3.57%) Big Data Architect
5 1 (3.57%) Big Data Developer
5 1 (3.57%) Data Architect
5 1 (3.57%) DevOps Engineer
5 1 (3.57%) Hadoop Developer
5 1 (3.57%) Senior Developer
5 1 (3.57%) Senior Hadoop Engineer
5 1 (3.57%) Senior Software Developer
5 1 (3.57%) Software Developer
Libraries, Frameworks & Software Standards
1 6 (21.43%) CSS
1 6 (21.43%) HTML
2 4 (14.29%) .NET
2 4 (14.29%) OAuth
2 4 (14.29%) SAML
3 3 (10.71%) Guava
3 3 (10.71%) J2SE
3 3 (10.71%) JAAS
3 3 (10.71%) jOOQ
3 3 (10.71%) Natural Language Processing
3 3 (10.71%) Protocol Buffers
3 3 (10.71%) XML
3 3 (10.71%) ZeroMQ
4 2 (7.14%) Kafka
4 2 (7.14%) RESTful
Miscellaneous
1 4 (14.29%) Analytical Skills
1 4 (14.29%) Computer Science
1 4 (14.29%) Management Information System
2 3 (10.71%) Grid Computing
2 3 (10.71%) Life Science
3 2 (7.14%) Data Structures
4 1 (3.57%) Online Games
4 1 (3.57%) Private Cloud
Operating Systems
1 4 (14.29%) Linux
Processes & Methodologies
1 17 (60.71%) Machine Learning
2 15 (53.57%) Signal Processing
3 13 (46.43%) Software Engineering
4 4 (14.29%) Business Development
4 4 (14.29%) Coaching
4 4 (14.29%) CRM
4 4 (14.29%) Customer Engagement
4 4 (14.29%) EAM
4 4 (14.29%) ERP
4 4 (14.29%) Identity Management
4 4 (14.29%) Line Management
4 4 (14.29%) Mentoring
4 4 (14.29%) Time Management
4 4 (14.29%) Translating Business Requirements
4 4 (14.29%) Web Development
5 3 (10.71%) Agile Software Development
5 3 (10.71%) Document Management
5 3 (10.71%) Full Text Search
5 3 (10.71%) SDLC
6 2 (7.14%) ETL
Programming Languages
1 26 (92.86%) Java
2 19 (67.86%) Scala
3 17 (60.71%) Python
4 16 (57.14%) R
5 6 (21.43%) JavaScript
6 4 (14.29%) SQL
Qualifications
1 15 (53.57%) Security Cleared
2 7 (25.00%) Degree
3 3 (10.71%) Postgraduate
4 1 (3.57%) PhD
System Software
1 2 (7.14%) HDFS
2 1 (3.57%) Docker
Systems Management
1 3 (10.71%) Ansible
2 2 (7.14%) Oozie
3 1 (3.57%) Opscode Chef
3 1 (3.57%) Puppet
Vendors
1 7 (25.00%) Oracle
2 1 (3.57%) Vertica
Cambridge, Cambridgeshire
ECM Selection
Salary: to £70k (DoE) + top benefits & bonus
Posted: 3 days ago
Peterborough, Cambridgeshire
Senitor Associates
Salary: £45000 - £65000 per annum + Benefits & Shares
Posted: 4 days ago
Peterborough, Cambridgeshire
comparethemarket.com
Salary: Competitive
Posted: 9 days ago