Period
to 22 January 2019

The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire with a requirement for Big Data Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data Analytics over the 6 months to 22 January 2019 with a comparison to the same period in the previous 2 years.

Big Data Analytics
East of England > Cambridgeshire
6 months to
22 Jan 2019
Same period 2018 Same period 2017
Rank 179 205 169
Rank change year-on-year +26 -36 +25
Permanent jobs citing Big Data Analytics 2 5 10
As % of all permanent IT jobs advertised in Cambridgeshire 0.064% 0.12% 0.31%
As % of the Processes & Methodologies category 0.069% 0.13% 0.34%
Number of salaries quoted 2 4 9
Cambridgeshire median annual salary £64,500 £57,500 £55,000
Median salary % change year-on-year +12.17% +4.55% -26.67%
10th Percentile £60,700 £53,750 £53,750
90th Percentile £69,900 £61,250 £55,250
East of England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% +4.76%

Big Data Analytics is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Cambridgeshire
Permanent vacancies with a requirement for process or methodology skills 2,907 3,946 2,925
As % of all permanent IT jobs advertised in Cambridgeshire 92.43% 93.73% 90.19%
Number of salaries quoted 2,052 2,939 2,434
Cambridgeshire median annual salary £47,761 £49,000 £45,000
Median salary % change year-on-year -2.53% +8.89% +3.30%
10th Percentile £28,250 £29,000 £26,250
90th Percentile £71,250 £70,000 £64,500
East of England median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% -

Big Data Analytics
Job Vacancy Trend in Cambridgeshire

Job postings citing Big Data Analytics as a percentage of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for Big Data Analytics in Cambridgeshire

Big Data Analytics
Salary Trend in Cambridgeshire

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

Salary trend for Big Data Analytics in Cambridgeshire

Big Data Analytics
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data Analytics within the Cambridgeshire region over the 6 months to 22 January 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 +33 1 £60,000 +4.35% 1
Peterborough - 1 £69,000 - 1
Big Data Analytics
East of England

For the 6 months to 22 January 2019, IT jobs citing Big Data Analytics 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 Big Data Analytics.

1 2 (100.00%) SQL
1 2 (100.00%) Big Data
1 2 (100.00%) Data Analytics
1 2 (100.00%) Analytics
1 2 (100.00%) Microsoft Azure
2 1 (50.00%) Amazon AWS
2 1 (50.00%) Open Source
2 1 (50.00%) PHPUnit
2 1 (50.00%) BDD
2 1 (50.00%) Node.js
2 1 (50.00%) Continuous Improvement
2 1 (50.00%) Redis
2 1 (50.00%) Machine Learning
2 1 (50.00%) Behat
2 1 (50.00%) C#
2 1 (50.00%) PHP
2 1 (50.00%) Jenkins
2 1 (50.00%) Elasticsearch
2 1 (50.00%) New Relic
2 1 (50.00%) Docker
2 1 (50.00%) DevOps
2 1 (50.00%) SaltStack
2 1 (50.00%) Mentoring
2 1 (50.00%) Apache Spark
2 1 (50.00%) BigQuery
2 1 (50.00%) Google Cloud Platform
2 1 (50.00%) pytest
2 1 (50.00%) Kubernetes
2 1 (50.00%) Continuous Delivery
2 1 (50.00%) Jupyter

Big Data Analytics
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 1 (50.00%) Apache
1 1 (50.00%) Apache Airflow
1 1 (50.00%) Apache Spark
1 1 (50.00%) Drupal
1 1 (50.00%) Elasticsearch
1 1 (50.00%) Jupyter
Cloud Services
1 2 (100.00%) Microsoft Azure
2 1 (50.00%) Amazon AWS
2 1 (50.00%) Google Cloud Platform
2 1 (50.00%) Loggly
Database & Business Intelligence
1 2 (100.00%) Big Data
2 1 (50.00%) BigQuery
2 1 (50.00%) Data Warehouse
2 1 (50.00%) PostgreSQL
2 1 (50.00%) Redis
Development Applications
1 1 (50.00%) Jenkins
1 1 (50.00%) PHPUnit
1 1 (50.00%) Selenium
1 1 (50.00%) Travis CI
General
1 1 (50.00%) Publishing
Job Titles
1 1 (50.00%) Data Engineer
1 1 (50.00%) Development Manager
1 1 (50.00%) Software Development Manager
1 1 (50.00%) Software Manager
Libraries, Frameworks & Software Standards
1 1 (50.00%) .NET
1 1 (50.00%) Apache Beam
1 1 (50.00%) Apache NiFi
1 1 (50.00%) ASP.NET
1 1 (50.00%) Behat
1 1 (50.00%) Django
1 1 (50.00%) Keras
1 1 (50.00%) Lucene
1 1 (50.00%) Node.js
1 1 (50.00%) pytest
1 1 (50.00%) Ruby on Rails
1 1 (50.00%) Symfony
1 1 (50.00%) TensorFlow
1 1 (50.00%) Web Services
Processes & Methodologies
1 2 (100.00%) Analytics
1 2 (100.00%) Data Analytics
2 1 (50.00%) Agile Software Development
2 1 (50.00%) BDD
2 1 (50.00%) Continuous Delivery
2 1 (50.00%) Continuous Improvement
2 1 (50.00%) Continuous Integration
2 1 (50.00%) Data Engineering
2 1 (50.00%) Data Science
2 1 (50.00%) DevOps
2 1 (50.00%) ETL
2 1 (50.00%) Machine Learning
2 1 (50.00%) Mentoring
2 1 (50.00%) MVC
2 1 (50.00%) Open Source
2 1 (50.00%) Scrum
2 1 (50.00%) TDD
2 1 (50.00%) Visualisation
2 1 (50.00%) Workflow
Programming Languages
1 2 (100.00%) SQL
2 1 (50.00%) C#
2 1 (50.00%) PHP
2 1 (50.00%) Python
2 1 (50.00%) Ruby
System Software
1 1 (50.00%) Docker
Systems Management
1 1 (50.00%) Kubernetes
1 1 (50.00%) Terraform
Vendors
1 1 (50.00%) Google
1 1 (50.00%) New Relic
1 1 (50.00%) SaltStack