The table below looks at the statistics for Data Munging skills in IT jobs advertised across the UK. Included is a guide to the average salaries offered in IT jobs that have cited Data Munging over the 3 months to 30 January 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
30 Jan 2015
Same period 2014 Same period 2013
Data Munging (Data Wrangling)
Rank 872 890 -
Rank change year-on-year
+18 -
Permanent jobs citing Data Munging 6 3 0
As % of all permanent IT jobs located in the UK 0.006% 0.003% -
As % of the Processes & Methodologies category 0.007% 0.004% -
Number of salaries quoted 3 3 0
Average salary £55,000 £60,000 -
Average salary % change year-on-year
-8.33% -
UK excluding London average salary - - -

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised across the UK.

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
87595 84426 87603
As % of all permanent IT jobs located in the UK 82.73% 82.29% 80.07%
Number of salaries quoted 72135 67329 74163
Average salary £47,500 £47,500 £45,000
Average salary % change year-on-year
- +5.55%
90% offered a salary of more than £31,500 £30,919 £30,000
10% offered a salary of more than £72,500 £70,000 £75,000
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Data Munging
Jobs Demand Trend

This chart provides the 3-month moving total of permanent IT jobs citing Data Munging within the UK as a proportion of the total demand within the Processes & Methodologies category.

Data Munging Jobs Demand Trend in the UK

Data Munging
Salary Trend

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

Data Munging Salary Trend in the UK

Data Munging
Top 3 Job Locations

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Munging within the UK over the 3 months to 30 January 2015. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +3 6 £55,000 -8.33%
England -1 6 £55,000 -8.33%
City of London - 1 £55,000 -

Data Munging
Top 30 Related IT Skills

For the 6 months to 30 January 2015, IT jobs within the UK citing Data Munging also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Munging.

1 16 (100.00%) Python
1 16 (100.00%) Statistical Analysis
1 16 (100.00%) Analytics
2 15 (93.75%) Apache Pig
2 15 (93.75%) Jenkins
2 15 (93.75%) Amazon EMR
2 15 (93.75%) User Stories
2 15 (93.75%) Vagrant
2 15 (93.75%) Yeoman
2 15 (93.75%) Impala
2 15 (93.75%) Time Series Analysis
2 15 (93.75%) Cascalog
2 15 (93.75%) Pandas
2 15 (93.75%) D3.js
2 15 (93.75%) Mahout
2 15 (93.75%) Coaching
2 15 (93.75%) Analytical Skills
2 15 (93.75%) Use Case
2 15 (93.75%) PostgreSQL
2 15 (93.75%) Agile Software Development
2 15 (93.75%) SQL
2 15 (93.75%) VBA
2 15 (93.75%) Unit Testing
2 15 (93.75%) Continuous Integration
2 15 (93.75%) Git (software)
2 15 (93.75%) Hadoop
2 15 (93.75%) Visualisation
2 15 (93.75%) Amazon EC2
2 15 (93.75%) Amazon S3
2 15 (93.75%) Amazon AWS

Data Munging
Top Related IT Skills by Category

For the 6 months to 30 January 2015, IT jobs within the UK citing Data Munging also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Munging. Up to 20 skills are shown per category.

Application Platforms
1 15 (93.75%) Apache Pig
Business Applications
1 1 (6.25%) Google Analytics
Cloud Services
1 15 (93.75%) Amazon EMR
1 15 (93.75%) Amazon EC2
1 15 (93.75%) Amazon S3
1 15 (93.75%) Amazon AWS
Database & Business Intelligence
1 15 (93.75%) Impala
1 15 (93.75%) Mahout
1 15 (93.75%) PostgreSQL
1 15 (93.75%) Hadoop
1 15 (93.75%) Apache Hive
1 15 (93.75%) MongoDB
2 11 (68.75%) NoSQL
3 1 (6.25%) Big Data
3 1 (6.25%) Data Warehouse
Development Applications
1 15 (93.75%) Jenkins
1 15 (93.75%) Yeoman
1 15 (93.75%) Git (software)
General
1 5 (31.25%) Telecoms
1 5 (31.25%) Retail
Job Titles
1 15 (93.75%) Data Scientist
2 3 (18.75%) Data Analyst
2 3 (18.75%) Analyst
Libraries, Frameworks & Software Standards
1 15 (93.75%) Cascalog
1 15 (93.75%) Pandas
1 15 (93.75%) D3.js
1 15 (93.75%) SciPy
1 15 (93.75%) Natural Language Processing
Miscellaneous
1 15 (93.75%) Analytical Skills
1 15 (93.75%) Visualisation
2 11 (68.75%) Open Source
Processes & Methodologies
1 16 (100.00%) Statistical Analysis
1 16 (100.00%) Analytics
2 15 (93.75%) User Stories
2 15 (93.75%) Time Series Analysis
2 15 (93.75%) Coaching
2 15 (93.75%) Use Case
2 15 (93.75%) Agile Software Development
2 15 (93.75%) Unit Testing
2 15 (93.75%) Continuous Integration
2 15 (93.75%) Data Visualisation
3 5 (31.25%) Business Analysis
4 3 (18.75%) Mentoring
5 2 (12.50%) Data Analytics
6 1 (6.25%) Business Analytics
6 1 (6.25%) Machine Learning
6 1 (6.25%) CRM
6 1 (6.25%) ERP
6 1 (6.25%) Business Intelligence
6 1 (6.25%) Software Engineering
Programming Languages
1 16 (100.00%) Python
2 15 (93.75%) SQL
2 15 (93.75%) VBA
2 15 (93.75%) Bash Shell
2 15 (93.75%) Clojure
3 13 (81.25%) R
Qualifications
1 3 (18.75%) SC Cleared
1 3 (18.75%) Security Cleared
System Software
1 15 (93.75%) VirtualBox
Systems Management
1 15 (93.75%) Vagrant
Vendors
1 1 (6.25%) Google