Period
to 23 July 2017

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 6 months to 23 July 2017 with a comparison to the same period in the previous 2 years.

Apache Hadoop
Cambridgeshire > Cambridge
6 months to
23 Jul 2017
Same period 2016 Same period 2015
Rank 142 141 160
Rank change year-on-year -1 +19 +16
Permanent jobs citing Hadoop 29 13 4
As % of all permanent IT jobs advertised in Cambridge 1.08% 0.51% 0.14%
As % of the Database & Business Intelligence category 4.17% 2.06% 0.48%
Number of salaries quoted 9 10 4
Cambridge median annual salary £55,000 £51,250 £46,250
Median salary % change year-on-year +7.32% +10.81% -
10th Percentile £37,500 £32,000 £39,125
90th Percentile £76,500 £63,125 £53,875
Cambridgeshire median annual salary £55,000 £50,000 £67,500
% change year-on-year +10.00% -25.93% +12.50%

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 696 632 828
As % of all permanent IT job vacancies advertised in Cambridge 25.83% 24.62% 28.62%
Number of salaries quoted 561 518 748
Cambridge median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £29,750 £30,700 £27,500
90th Percentile £61,250 £64,125 £57,500
Cambridgeshire median annual salary £42,500 £42,500 £42,500

Hadoop
Job Vacancy Trend in Cambridge

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

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

Hadoop
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Hadoop in Cambridge over the 6 months to 23 July 2017.

Salary histogram for Hadoop in Cambridge

For the 6 months to 23 July 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 27 (93.10%) Java
2 24 (82.76%) Apache Spark
3 20 (68.97%) Python
3 20 (68.97%) Scala
4 19 (65.52%) Signal Processing
4 19 (65.52%) R
4 19 (65.52%) Security Cleared
4 19 (65.52%) Machine Learning
5 16 (55.17%) Software Engineering
6 7 (24.14%) Degree
6 7 (24.14%) Oracle
6 7 (24.14%) PostgreSQL
7 6 (20.69%) CSS
7 6 (20.69%) JavaScript
7 6 (20.69%) HTML
8 5 (17.24%) NoSQL
9 4 (13.79%) Time Management
9 4 (13.79%) MongoDB
9 4 (13.79%) OAuth
9 4 (13.79%) Customer Engagement
9 4 (13.79%) Computer Science
9 4 (13.79%) Web Development
9 4 (13.79%) Business Development
9 4 (13.79%) Retail
9 4 (13.79%) LDAP
9 4 (13.79%) CRM
9 4 (13.79%) SQL
9 4 (13.79%) .NET
9 4 (13.79%) SQL Server
9 4 (13.79%) GIS

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 24 (82.76%) Apache Spark
2 4 (13.79%) ArcGIS
3 3 (10.34%) Jetty
3 3 (10.34%) MediaWiki
3 3 (10.34%) OpenStack
4 1 (3.45%) Apache Pig
Cloud Services
1 1 (3.45%) Amazon AWS
1 1 (3.45%) Cloud Computing
Communications & Networking
1 4 (13.79%) LDAP
Database & Business Intelligence
1 7 (24.14%) PostgreSQL
2 5 (17.24%) NoSQL
3 4 (13.79%) Amazon DynamoDB
3 4 (13.79%) Geospatial Data
3 4 (13.79%) GIS
3 4 (13.79%) MongoDB
3 4 (13.79%) RDBMS
3 4 (13.79%) Relational Database
3 4 (13.79%) SQL Server
4 3 (10.34%) Big Data
4 3 (10.34%) KNIME
5 2 (6.90%) HBase
6 1 (3.45%) Apache Cassandra
6 1 (3.45%) Apache Hive
6 1 (3.45%) Data Warehouse
6 1 (3.45%) Flink
Development Applications
1 3 (10.34%) Bugzilla
1 3 (10.34%) Buildbot
1 3 (10.34%) Eclipse
1 3 (10.34%) FindBugs
1 3 (10.34%) JUnit
1 3 (10.34%) Log4j
1 3 (10.34%) Mercurial
1 3 (10.34%) Mockito
1 3 (10.34%) SCons
2 1 (3.45%) Git (software)
2 1 (3.45%) Jenkins
2 1 (3.45%) Maven
General
1 4 (13.79%) Retail
1 4 (13.79%) Telecoms
2 1 (3.45%) Automotive
Job Titles
1 19 (65.52%) Data Scientist
2 4 (13.79%) Developer
3 3 (10.34%) Java Developer
4 2 (6.90%) HTML CSS Developer
4 2 (6.90%) HTML Developer
4 2 (6.90%) JavaScript Developer
4 2 (6.90%) SQL Developer
5 1 (3.45%) Administrator
5 1 (3.45%) Architect
5 1 (3.45%) Big Data Architect
5 1 (3.45%) Data Architect
5 1 (3.45%) DevOps Engineer
5 1 (3.45%) Hadoop Administrator
5 1 (3.45%) Hadoop Developer
Libraries, Frameworks & Software Standards
1 6 (20.69%) CSS
1 6 (20.69%) HTML
2 4 (13.79%) .NET
2 4 (13.79%) OAuth
2 4 (13.79%) SAML
3 3 (10.34%) Guava
3 3 (10.34%) J2SE
3 3 (10.34%) JAAS
3 3 (10.34%) jOOQ
3 3 (10.34%) Natural Language Processing
3 3 (10.34%) Protocol Buffers
3 3 (10.34%) XML
3 3 (10.34%) ZeroMQ
4 1 (3.45%) Kafka
Miscellaneous
1 4 (13.79%) Analytical Skills
1 4 (13.79%) Computer Science
1 4 (13.79%) Management Information System
2 3 (10.34%) Grid Computing
2 3 (10.34%) Life Science
3 1 (3.45%) Data Structures
Operating Systems
1 2 (6.90%) Linux
Processes & Methodologies
1 19 (65.52%) Machine Learning
1 19 (65.52%) Signal Processing
2 16 (55.17%) Software Engineering
3 4 (13.79%) Business Development
3 4 (13.79%) Coaching
3 4 (13.79%) CRM
3 4 (13.79%) Customer Engagement
3 4 (13.79%) EAM
3 4 (13.79%) ERP
3 4 (13.79%) Identity Management
3 4 (13.79%) Line Management
3 4 (13.79%) Mentoring
3 4 (13.79%) Time Management
3 4 (13.79%) Translating Business Requirements
3 4 (13.79%) Web Development
4 3 (10.34%) Document Management
4 3 (10.34%) Full Text Search
4 3 (10.34%) SDLC
5 2 (6.90%) Agile Software Development
6 1 (3.45%) Data Architecture
Programming Languages
1 27 (93.10%) Java
2 20 (68.97%) Python
2 20 (68.97%) Scala
3 19 (65.52%) R
4 6 (20.69%) JavaScript
5 4 (13.79%) SQL
Qualifications
1 19 (65.52%) Security Cleared
2 7 (24.14%) Degree
3 3 (10.34%) Postgraduate
4 1 (3.45%) PhD
System Software
1 1 (3.45%) Docker
1 1 (3.45%) HDFS
Systems Management
1 3 (10.34%) Ansible
2 1 (3.45%) Oozie
2 1 (3.45%) Opscode Chef
2 1 (3.45%) Puppet
Vendors
1 7 (24.14%) Oracle
Cambridge, Cambridgeshire
ECM Selection
Salary: to £45k + benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Empiric
Salary: Completely negotiable and excellent with comprehensive benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £70k (DoE) + top benefits & bonus
Posted: 5 days ago