The table below looks at the statistics for Cascalog skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Cascalog over the 3 months to 27 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
27 Feb 2017
Same period 2016 Same period 2015
Cascalog
UK
Rank 859 945 950
Rank change year-on-year
+86 +5
Permanent jobs citing Cascalog 4 8 14
As % of all permanent IT jobs located in the UK 0.005% 0.008% 0.013%
As % of the Libraries, Frameworks & Software Standards category 0.012% 0.021% 0.035%
Number of salaries quoted 4 5 7
Median salary £115,000 £85,000 £55,000
Median salary % change year-on-year
+35.29% +54.54%
UK excluding London median salary - - -

The following table is for comparison with the above and provides statistics for the entire Libraries, Frameworks & Software Standards category in permanent jobs advertised across the UK.

Libraries, Frameworks & Software Standards Category
UK
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
33370 38582 40043
As % of all permanent IT jobs located in the UK 39.54% 38.27% 37.46%
Number of salaries quoted 28645 33190 34222
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £32,500 £31,000 £30,000
10% offered a salary of more than £70,000 £65,000 £67,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Cascalog
Jobs Demand Trend

The demand trend of job ads citing Cascalog as a proportion of all IT jobs with a match in the Libraries, Frameworks & Software Standards category.

Cascalog Jobs Demand Trend in the UK

Cascalog
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Cascalog within the UK.

Cascalog Salary Trend in the UK

Cascalog
Salary Histogram

This chart provides a salary histogram for IT jobs citing Cascalog over the 3 months to 27 February 2017 within the UK.

Cascalog Salary Histogram in the UK

Cascalog
Top 2 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Cascalog within the UK over the 3 months to 27 February 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +85 4 £115,000 +35.29%
London +55 4 £115,000 +35.29%

Cascalog
Top 30 Related IT Skills

For the 6 months to 27 February 2017, IT jobs citing Cascalog also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Cascalog.

1 5 (100.00%) Python
1 5 (100.00%) PostgreSQL
1 5 (100.00%) SQL
1 5 (100.00%) VBA
1 5 (100.00%) Data Analysis
1 5 (100.00%) Unit Testing
1 5 (100.00%) Continuous Integration
1 5 (100.00%) Git (software)
1 5 (100.00%) Hadoop
1 5 (100.00%) Visualisation
1 5 (100.00%) Amazon EC2
1 5 (100.00%) Amazon S3
1 5 (100.00%) Amazon AWS
1 5 (100.00%) Open Source
1 5 (100.00%) Bash Shell
1 5 (100.00%) Clojure
1 5 (100.00%) SciPy
1 5 (100.00%) Apache Hive
1 5 (100.00%) MongoDB
1 5 (100.00%) VirtualBox
1 5 (100.00%) R
1 5 (100.00%) Data Visualisation
1 5 (100.00%) Natural Language Processing
1 5 (100.00%) Neo4j
1 5 (100.00%) Statistical Analysis
1 5 (100.00%) D3.js
1 5 (100.00%) Mahout
1 5 (100.00%) Big Data
1 5 (100.00%) Data Analytics
1 5 (100.00%) Vagrant

Cascalog
Top Related IT Skills 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 (100.00%) Apache Pig
2 4 (80.00%) Apache
2 4 (80.00%) Apache Spark
Cloud Services
1 5 (100.00%) Amazon AWS
1 5 (100.00%) Amazon EC2
1 5 (100.00%) Amazon EMR
1 5 (100.00%) Amazon S3
Database & Business Intelligence
1 5 (100.00%) Apache Hive
1 5 (100.00%) Big Data
1 5 (100.00%) Hadoop
1 5 (100.00%) Impala
1 5 (100.00%) Mahout
1 5 (100.00%) MongoDB
1 5 (100.00%) Neo4j
1 5 (100.00%) PostgreSQL
2 4 (80.00%) Data Mining
Development Applications
1 5 (100.00%) Git (software)
1 5 (100.00%) Jenkins
1 5 (100.00%) Vagrant
1 5 (100.00%) Yeoman
General
1 4 (80.00%) Banking
1 4 (80.00%) Finance
1 4 (80.00%) Manufacturing
1 4 (80.00%) Retail
1 4 (80.00%) Telecoms
Job Titles
1 5 (100.00%) Data Scientist
2 4 (80.00%) Analytics Consultant
2 4 (80.00%) Analytics Manager
2 4 (80.00%) Consultant
2 4 (80.00%) Data Analytics Consultant
2 4 (80.00%) Data Analytics Manager
2 4 (80.00%) Data Consultant
2 4 (80.00%) Data Manager
2 4 (80.00%) Senior Analytics Manager
2 4 (80.00%) Senior Consultant
2 4 (80.00%) Senior Data Scientist
2 4 (80.00%) Senior Manager
Libraries, Frameworks & Software Standards
1 5 (100.00%) D3.js
1 5 (100.00%) Natural Language Processing
1 5 (100.00%) Pandas
1 5 (100.00%) scikit-learn
1 5 (100.00%) SciPy
Miscellaneous
1 5 (100.00%) Analytical Skills
2 4 (80.00%) Computer Science
Processes & Methodologies
1 5 (100.00%) Analytics
1 5 (100.00%) Computer Vision
1 5 (100.00%) Continuous Integration
1 5 (100.00%) Data Analysis
1 5 (100.00%) Data Analytics
1 5 (100.00%) Data Munging
1 5 (100.00%) Data Visualisation
1 5 (100.00%) Open Source
1 5 (100.00%) Sentiment Analysis
1 5 (100.00%) Statistical Analysis
1 5 (100.00%) Time Series Analysis
1 5 (100.00%) Unit Testing
1 5 (100.00%) Visualisation
2 4 (80.00%) Bioinformatics
2 4 (80.00%) Machine Learning
2 4 (80.00%) Operations Research
2 4 (80.00%) User Stories
Programming Languages
1 5 (100.00%) Bash Shell
1 5 (100.00%) Clojure
1 5 (100.00%) Cypher
1 5 (100.00%) Python
1 5 (100.00%) R
1 5 (100.00%) SQL
1 5 (100.00%) VBA
Qualifications
1 4 (80.00%) PhD
System Software
1 5 (100.00%) Virtual Machines
1 5 (100.00%) VirtualBox
Vendors
1 3 (60.00%) IBM