Period
to 20 July 2019

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 6 months to 20 July 2019 with a comparison to the same period in the previous 2 years.

Apache Hadoop
East of England > Cambridgeshire
6 months to
20 Jul 2019
Same period 2018 Same period 2017
Rank 143 152 173
Rank change year-on-year +9 +21 -26
Permanent jobs citing Hadoop 9 54 30
As % of all permanent IT jobs advertised in Cambridgeshire 0.38% 1.32% 0.80%
As % of the Database & Business Intelligence category 1.73% 5.38% 3.17%
Number of salaries quoted 8 49 9
Cambridgeshire median annual salary £60,000 £65,000 £55,000
Median salary % change year-on-year -7.69% +18.18% +7.32%
10th Percentile £50,250 £38,642 £37,500
90th Percentile £83,250 £70,000 £76,500
East of England median annual salary £66,250 £65,000 £55,000
% change year-on-year +1.92% +18.18% -4.35%

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

All Database and Business Intelligence Skills
Cambridgeshire
Permanent vacancies with a requirement for database or business intelligence skills 519 1,004 947
As % of all permanent IT jobs advertised in Cambridgeshire 22.08% 24.58% 25.31%
Number of salaries quoted 415 737 786
Cambridgeshire median annual salary £50,000 £45,000 £42,500
Median salary % change year-on-year +11.11% +5.88% -
10th Percentile £33,750 £30,000 £29,375
90th Percentile £71,900 £67,500 £61,250
East of England median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +5.88%

Hadoop
Job Vacancy Trend in Cambridgeshire

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

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 6 months to 20 July 2019.

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 6 months to 20 July 2019. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge +15 5 £65,000 +4.00% 10
Peterborough +34 1 £60,000 -
Hadoop
East of England

For the 6 months to 20 July 2019, IT 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 permanent job ads across the Cambridgeshire region with a requirement for Hadoop.

1 7 (77.78%) Big Data
2 6 (66.67%) Microsoft Azure
3 5 (55.56%) Azure Data Factory
3 5 (55.56%) Azure SQL Data Warehouse
3 5 (55.56%) Data Science
3 5 (55.56%) Apache Spark
3 5 (55.56%) HDInsight
3 5 (55.56%) Data Engineering
3 5 (55.56%) Process Improvement
3 5 (55.56%) SQL
3 5 (55.56%) Data Warehouse
4 4 (44.44%) Data Lake
4 4 (44.44%) Kafka
5 3 (33.33%) Python
5 3 (33.33%) Azure SQL Database
6 2 (22.22%) Amazon AWS
6 2 (22.22%) Finance
6 2 (22.22%) Data Analysis
6 2 (22.22%) Artificial Intelligence
6 2 (22.22%) Analytics
6 2 (22.22%) C#
7 1 (11.11%) Decision-Making
7 1 (11.11%) Problem-Solving
7 1 (11.11%) Infrastructure as Code
7 1 (11.11%) Computer Science Degree
7 1 (11.11%) Actionable Insight
7 1 (11.11%) Jenkins
7 1 (11.11%) Opscode Chef
7 1 (11.11%) Docker
7 1 (11.11%) DevOps

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 5 (55.56%) Apache Spark
2 1 (11.11%) SAS
Applications
1 1 (11.11%) Microsoft Excel
Cloud Services
1 6 (66.67%) Microsoft Azure
2 5 (55.56%) Azure Data Factory
3 2 (22.22%) Amazon AWS
4 1 (11.11%) Google Cloud Platform
Database & Business Intelligence
1 7 (77.78%) Big Data
2 5 (55.56%) Azure SQL Data Warehouse
2 5 (55.56%) Data Warehouse
2 5 (55.56%) HDInsight
3 4 (44.44%) Data Lake
4 3 (33.33%) Azure SQL Database
5 1 (11.11%) Apache Hive
5 1 (11.11%) Base SAS
5 1 (11.11%) HBase
5 1 (11.11%) Pentaho
5 1 (11.11%) QlikView
Development Applications
1 1 (11.11%) Atlassian Bamboo
1 1 (11.11%) Jenkins
1 1 (11.11%) Visual Studio
General
1 2 (22.22%) Finance
2 1 (11.11%) Banking
Job Titles
1 6 (66.67%) Data Engineer
2 4 (44.44%) Azure Engineer
3 1 (11.11%) Analyst
3 1 (11.11%) Big Data Engineer
3 1 (11.11%) Data Analyst
3 1 (11.11%) DevOps Engineer
3 1 (11.11%) Risk Analyst
3 1 (11.11%) Risk Analytics Analyst
3 1 (11.11%) Systems Analyst
Libraries, Frameworks & Software Standards
1 4 (44.44%) Kafka
Miscellaneous
1 1 (11.11%) Analytical Skills
Operating Systems
1 1 (11.11%) Linux
Processes & Methodologies
1 5 (55.56%) Data Engineering
1 5 (55.56%) Data Science
1 5 (55.56%) Process Improvement
2 2 (22.22%) Analytics
2 2 (22.22%) Artificial Intelligence
2 2 (22.22%) Data Analysis
3 1 (11.11%) Actionable Insight
3 1 (11.11%) Computer Science
3 1 (11.11%) Continuous Integration
3 1 (11.11%) Data Extraction
3 1 (11.11%) Data Strategy
3 1 (11.11%) Decision Tree
3 1 (11.11%) Decision-Making
3 1 (11.11%) DevOps
3 1 (11.11%) Infrastructure as Code
3 1 (11.11%) Machine Learning
3 1 (11.11%) Predictive Modelling
3 1 (11.11%) Problem-Solving
3 1 (11.11%) Statistical Analysis
3 1 (11.11%) Visualisation
Programming Languages
1 5 (55.56%) SQL
2 3 (33.33%) Python
3 2 (22.22%) C#
4 1 (11.11%) VBA
Qualifications
1 1 (11.11%) Computer Science Degree
1 1 (11.11%) Degree
System Software
1 1 (11.11%) Docker
Systems Management
1 1 (11.11%) Kubernetes
1 1 (11.11%) Opscode Chef
1 1 (11.11%) Puppet
1 1 (11.11%) Terraform
Vendors
1 1 (11.11%) Tableau