Period
to 21 February 2019

The following table provides summary statistics for permanent job vacancies advertised in the East of England 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 21 February 2019 with a comparison to the same period in the previous 2 years.

Big Data Analytics
England > East of England
6 months to
21 Feb 2019
Same period 2018 Same period 2017
Rank 307 347 357
Rank change year-on-year +40 +10 +29
Permanent jobs citing Big Data Analytics 5 18 6
As % of all permanent IT jobs advertised in the East of England 0.055% 0.14% 0.047%
As % of the Processes & Methodologies category 0.061% 0.16% 0.052%
Number of salaries quoted 4 16 2
East of England median annual salary £64,500 £58,250 £55,000
Median salary % change year-on-year +10.73% +5.91% -4.35%
England median annual salary £80,000 £57,500 £60,000
% change year-on-year +39.13% -4.17% -7.69%

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 the East of England with a requirement for process or methodology skills.

All Process and Methodology Skills
East of England
Permanent vacancies with a requirement for process or methodology skills 8,166 11,375 11,513
As % of all permanent IT jobs advertised in the East of England 89.34% 91.02% 90.80%
Number of salaries quoted 6,167 9,228 9,361
East of England median annual salary £47,500 £49,500 £45,000
Median salary % change year-on-year -4.04% +10.00% -
10th Percentile £26,750 £27,500 £26,750
90th Percentile £72,500 £71,250 £70,000
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

Big Data Analytics
Job Vacancy Trend in the East of England

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

Job vacancy trend for Big Data Analytics in the East of England

Big Data Analytics
Salary Trend in the East of England

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

Salary trend for Big Data Analytics in the East of England

Big Data Analytics
Job Locations in the East of England

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 East of England region over the 6 months to 21 February 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
Cambridgeshire +32 4 £64,500 +12.17% 1
Hertfordshire - 1 - -
Big Data Analytics
England

For the 6 months to 21 February 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 East of England region with a requirement for Big Data Analytics.

1 5 (100.00%) SQL
1 5 (100.00%) Data Analytics
1 5 (100.00%) Analytics
1 5 (100.00%) Big Data
2 4 (80.00%) Microsoft Azure
3 3 (60.00%) Amazon AWS
3 3 (60.00%) Node.js
3 3 (60.00%) Apache
3 3 (60.00%) Python
3 3 (60.00%) Data Warehouse
3 3 (60.00%) Google
3 3 (60.00%) Apache Spark
3 3 (60.00%) PHP
3 3 (60.00%) Apache NiFi
3 3 (60.00%) Google Cloud Platform
4 2 (40.00%) pytest
4 2 (40.00%) Kubernetes
4 2 (40.00%) Continuous Delivery
4 2 (40.00%) Jupyter
4 2 (40.00%) Data Engineering
4 2 (40.00%) TensorFlow
4 2 (40.00%) Terraform
4 2 (40.00%) Jenkins
4 2 (40.00%) Elasticsearch
4 2 (40.00%) New Relic
4 2 (40.00%) Docker
4 2 (40.00%) DevOps
4 2 (40.00%) SaltStack
4 2 (40.00%) Mentoring
4 2 (40.00%) Apache Beam

Big Data Analytics
Co-occurring IT Skills in the East of England 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 3 (60.00%) Apache
1 3 (60.00%) Apache Spark
2 2 (40.00%) Apache Airflow
2 2 (40.00%) Drupal
2 2 (40.00%) Elasticsearch
2 2 (40.00%) Jupyter
Cloud Services
1 4 (80.00%) Microsoft Azure
2 3 (60.00%) Amazon AWS
2 3 (60.00%) Google Cloud Platform
3 2 (40.00%) Loggly
Database & Business Intelligence
1 5 (100.00%) Big Data
2 3 (60.00%) Data Warehouse
3 2 (40.00%) BigQuery
3 2 (40.00%) PostgreSQL
3 2 (40.00%) Redis
4 1 (20.00%) Apache Hive
4 1 (20.00%) MongoDB
4 1 (20.00%) NoSQL
Development Applications
1 2 (40.00%) Jenkins
1 2 (40.00%) PHPUnit
1 2 (40.00%) Selenium
1 2 (40.00%) Travis CI
General
1 2 (40.00%) Publishing
Job Titles
1 3 (60.00%) Data Engineer
2 2 (40.00%) Development Manager
2 2 (40.00%) Software Development Manager
2 2 (40.00%) Software Manager
3 1 (20.00%) Java Engineer
3 1 (20.00%) Python Engineer
Libraries, Frameworks & Software Standards
1 3 (60.00%) Apache NiFi
1 3 (60.00%) Node.js
2 2 (40.00%) .NET
2 2 (40.00%) Apache Beam
2 2 (40.00%) ASP.NET
2 2 (40.00%) Behat
2 2 (40.00%) Django
2 2 (40.00%) Keras
2 2 (40.00%) Lucene
2 2 (40.00%) pytest
2 2 (40.00%) Ruby on Rails
2 2 (40.00%) Symfony
2 2 (40.00%) TensorFlow
2 2 (40.00%) Web Services
3 1 (20.00%) Kafka
Processes & Methodologies
1 5 (100.00%) Analytics
1 5 (100.00%) Data Analytics
2 2 (40.00%) Agile Software Development
2 2 (40.00%) BDD
2 2 (40.00%) Continuous Delivery
2 2 (40.00%) Continuous Improvement
2 2 (40.00%) Continuous Integration
2 2 (40.00%) Data Engineering
2 2 (40.00%) Data Science
2 2 (40.00%) DevOps
2 2 (40.00%) ETL
2 2 (40.00%) Machine Learning
2 2 (40.00%) Mentoring
2 2 (40.00%) MVC
2 2 (40.00%) Open Source
2 2 (40.00%) Scrum
2 2 (40.00%) TDD
2 2 (40.00%) Visualisation
2 2 (40.00%) Workflow
Programming Languages
1 5 (100.00%) SQL
2 3 (60.00%) PHP
2 3 (60.00%) Python
3 2 (40.00%) C#
3 2 (40.00%) Ruby
4 1 (20.00%) Java
System Software
1 2 (40.00%) Docker
Systems Management
1 2 (40.00%) Kubernetes
1 2 (40.00%) Terraform
Vendors
1 3 (60.00%) Google
2 2 (40.00%) New Relic
2 2 (40.00%) SaltStack