Period
to 19 April 2019

The following table provides summary statistics for contract job vacancies advertised in Cambridge with a requirement for Hadoop skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Hadoop over the 6 months to 19 April 2019 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Apache Hadoop
Cambridgeshire > Cambridge
6 months to
19 Apr 2019
Same period 2018 Same period 2017
Rank 51 53 59
Rank change year-on-year +2 +6 +1
Contract jobs citing Hadoop 13 3 5
As % of all contract IT jobs advertised in Cambridge 1.88% 0.56% 0.74%
As % of the Database & Business Intelligence category 7.69% 3.23% 4.17%
Number of daily rates quoted 12 2 5
Cambridge median daily rate £550 £450 £525
Median daily rate % change year-on-year +22.22% -14.29% -12.50%
10th Percentile £425 £425 £413
90th Percentile £650 £475 £695
Cambridgeshire median daily rate £563 £450 £475
% change year-on-year +25.00% -5.26% -15.56%
Number of hourly rates quoted 0 0 0
Cambridge median hourly rate - - -
Cambridgeshire median hourly rate - - -

Hadoop is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Cambridge with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Cambridge
Contract vacancies with a requirement for database or business intelligence skills 169 93 120
As % of all contract IT jobs advertised in Cambridge 24.49% 17.22% 17.70%
Number of daily rates quoted 110 59 79
Cambridge median daily rate £450 £400 £350
Median daily rate % change year-on-year +12.50% +14.29% -12.50%
10th Percentile £362 £313 £243
90th Percentile £625 £525 £550
Cambridgeshire median daily rate £450 £400 £350
% change year-on-year +12.50% +14.29% -12.50%
Number of hourly rates quoted 7 1 5
Cambridge median hourly rate £22.36 £14.00 £37.50
Median hourly rate % change year-on-year +59.71% -62.67% +97.37%
10th Percentile £13.90 £14.00 £11.10
90th Percentile £56.90 £14.00 £41.75
Cambridgeshire median hourly rate £20.93 £16.50 £37.50
% change year-on-year +26.85% -56.00% +97.37%

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
Contractor Daily Rate Trend in Cambridge

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Hadoop in Cambridge.

Contractor daily rate trend for Hadoop in Cambridge

Hadoop
Contractor Daily Rate Histogram in Cambridge

The daily rate distribution of IT jobs citing Hadoop in Cambridge over the 6 months to 19 April 2019.

Contractor daily rate histogram for Hadoop in Cambridge

For the 6 months to 19 April 2019, IT contractor jobs citing Hadoop also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Cambridge region with a requirement for Hadoop.

1 6 (46.15%) JavaScript
1 6 (46.15%) Computer Science
2 5 (38.46%) Team Foundation Server
2 5 (38.46%) Big Data
2 5 (38.46%) AngularJS
2 5 (38.46%) Software Engineering
2 5 (38.46%) SQL
2 5 (38.46%) C#
2 5 (38.46%) Visual Studio
2 5 (38.46%) Python
2 5 (38.46%) Business Intelligence
2 5 (38.46%) Apache Spark
3 4 (30.77%) Veeva
3 4 (30.77%) Power BI
3 4 (30.77%) Salesforce.com
3 4 (30.77%) CSS
3 4 (30.77%) SharePoint
3 4 (30.77%) Data Warehouse
3 4 (30.77%) SQL Server
3 4 (30.77%) HTML
3 4 (30.77%) .NET
3 4 (30.77%) SQL Server Integration Services
3 4 (30.77%) .NET Framework
3 4 (30.77%) Teradata
3 4 (30.77%) Pharmaceutical
3 4 (30.77%) SQL Server 2012
3 4 (30.77%) Revive Adserver
3 4 (30.77%) Analytics
3 4 (30.77%) SharePoint 2013
3 4 (30.77%) Highcharts JS

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 5 (38.46%) Apache Spark
2 4 (30.77%) SharePoint
2 4 (30.77%) SharePoint 2013
3 2 (15.38%) SAS
4 1 (7.69%) Apache
4 1 (7.69%) Apache Pig
4 1 (7.69%) OpenStack
Applications
1 2 (15.38%) MS Visio
Business Applications
1 4 (30.77%) Revive Adserver
Cloud Services
1 4 (30.77%) Amazon AWS
1 4 (30.77%) Force.com
1 4 (30.77%) Veeva
2 2 (15.38%) Google Cloud Platform
3 1 (7.69%) Amazon EMR
3 1 (7.69%) Amazon S3
3 1 (7.69%) AWS CloudFormation
3 1 (7.69%) Virtual Private Cloud
Communications & Networking
1 1 (7.69%) Kerberos
Database & Business Intelligence
1 5 (38.46%) Big Data
2 4 (30.77%) Apache Hive
2 4 (30.77%) Data Warehouse
2 4 (30.77%) Power BI
2 4 (30.77%) SQL Server
2 4 (30.77%) SQL Server 2012
2 4 (30.77%) SQL Server Integration Services
3 3 (23.08%) HBase
3 3 (23.08%) MySQL
3 3 (23.08%) NoSQL
3 3 (23.08%) PostgreSQL
4 2 (15.38%) Apache Cassandra
4 2 (15.38%) Data Mining
4 2 (15.38%) MongoDB
4 2 (15.38%) Sqoop
5 1 (7.69%) Amazon Aurora
5 1 (7.69%) Amazon Redshift
5 1 (7.69%) Apache Zeppelin
5 1 (7.69%) Data Lake
Development Applications
1 5 (38.46%) Team Foundation Server
1 5 (38.46%) Visual Studio
2 2 (15.38%) ERwin
3 1 (7.69%) Atlassian Bamboo
3 1 (7.69%) Git (software)
3 1 (7.69%) GitLab
3 1 (7.69%) Hudson
3 1 (7.69%) Jenkins
3 1 (7.69%) Subversion
General
1 4 (30.77%) Pharmaceutical
2 2 (15.38%) Finance
3 1 (7.69%) Publishing
Job Titles
1 6 (46.15%) Developer
2 4 (30.77%) Senior Developer
3 3 (23.08%) Senior SharePoint Developer
3 3 (23.08%) SharePoint Developer
4 2 (15.38%) Data Scientist
4 2 (15.38%) Full Stack Developer
4 2 (15.38%) Senior Full Stack Developer
5 1 (7.69%) C# .NET Developer
5 1 (7.69%) Cloud Developer
5 1 (7.69%) Data Architect
5 1 (7.69%) Data Engineer
5 1 (7.69%) Data Science Leader
5 1 (7.69%) DevOps Engineer
5 1 (7.69%) Lead Architect
5 1 (7.69%) Lead Data Architect
5 1 (7.69%) Lead Solutions Architect
5 1 (7.69%) Python Engineer
5 1 (7.69%) Python Software Engineer
5 1 (7.69%) Senior C# .NET Developer
5 1 (7.69%) Solutions Architect
Libraries, Frameworks & Software Standards
1 5 (38.46%) AngularJS
2 4 (30.77%) .NET
2 4 (30.77%) .NET Framework
2 4 (30.77%) CSS
2 4 (30.77%) CSS3
2 4 (30.77%) Highcharts JS
2 4 (30.77%) HTML
2 4 (30.77%) HTML5
3 3 (23.08%) Ajax
3 3 (23.08%) jQuery
3 3 (23.08%) JSON
3 3 (23.08%) Kafka
3 3 (23.08%) LINQ
3 3 (23.08%) XML
3 3 (23.08%) XSLT
4 2 (15.38%) Natural Language Processing
4 2 (15.38%) Web Services
5 1 (7.69%) Node.js
5 1 (7.69%) REST
5 1 (7.69%) SOAP
Miscellaneous
1 3 (23.08%) Analytical Skills
2 2 (15.38%) User Experience
Operating Systems
1 3 (23.08%) Linux
2 2 (15.38%) Solaris
2 2 (15.38%) Unix
2 2 (15.38%) Windows
3 1 (7.69%) Red Hat Enterprise Linux
Processes & Methodologies
1 6 (46.15%) Computer Science
2 5 (38.46%) Business Intelligence
2 5 (38.46%) Software Engineering
3 4 (30.77%) Analytics
4 3 (23.08%) Artificial Intelligence
4 3 (23.08%) Data Management
4 3 (23.08%) Data Science
4 3 (23.08%) ETL
4 3 (23.08%) Mathematics
5 2 (15.38%) Agile Software Development
5 2 (15.38%) Applied Mathematics
5 2 (15.38%) Change Management
5 2 (15.38%) Data Modelling
5 2 (15.38%) Data Security
5 2 (15.38%) Econometrics
5 2 (15.38%) Predictive Analytics
5 2 (15.38%) Risk Management
5 2 (15.38%) Statistics
5 2 (15.38%) User Acceptance Testing
5 2 (15.38%) Visualisation
Programming Languages
1 6 (46.15%) JavaScript
2 5 (38.46%) C#
2 5 (38.46%) Python
2 5 (38.46%) SQL
3 3 (23.08%) Java
4 2 (15.38%) C
4 2 (15.38%) C++
4 2 (15.38%) MATLAB
4 2 (15.38%) Perl
4 2 (15.38%) R
5 1 (7.69%) Ruby
Qualifications
1 2 (15.38%) Degree
1 2 (15.38%) PhD
2 1 (7.69%) AWS Certification
2 1 (7.69%) Computer Science Degree
2 1 (7.69%) DV Cleared
2 1 (7.69%) Security Cleared
Quality Assurance & Compliance
1 2 (15.38%) Data Quality
1 2 (15.38%) QA
System Software
1 2 (15.38%) Apache Flume
2 1 (7.69%) Docker
Systems Management
1 2 (15.38%) Ansible
2 1 (7.69%) Docker Swarm
2 1 (7.69%) Kubernetes
2 1 (7.69%) Opscode Chef
2 1 (7.69%) Puppet
2 1 (7.69%) Salt
2 1 (7.69%) Terraform
Vendors
1 4 (30.77%) Salesforce.com
1 4 (30.77%) Teradata
2 3 (23.08%) Hortonworks
3 1 (7.69%) Red Hat
3 1 (7.69%) Tableau
3 1 (7.69%) Talend