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 28 April 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
28 Apr 2015
Same period 2014 Same period 2013
Data Munging (Data Wrangling)
Rank 879 908 -
Rank change year-on-year
+29 -
Permanent jobs citing Data Munging 35 13 0
As % of all permanent IT jobs located in the UK 0.032% 0.011% -
As % of the Processes & Methodologies category 0.038% 0.013% -
Number of salaries quoted 22 8 0
Average salary £76,250 £50,000 -
Average salary % change year-on-year
+52.50% -
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
92400 98031 88665
As % of all permanent IT jobs located in the UK 83.25% 82.02% 80.10%
Number of salaries quoted 74682 78923 72760
Average salary £50,000 £47,500 £45,000
Average salary % change year-on-year
+5.26% +5.55%
90% offered a salary of more than £32,000 £31,000 £30,000
10% offered a salary of more than £75,000 £70,000 £72,500
UK excluding London average salary £44,000 £42,500 £40,000
% change year-on-year
+3.52% +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
Salary Histogram

This chart provides a salary histogram for IT jobs citing Data Munging over the 3 months to 28 April 2015 within the UK.

Data Munging Salary Histogram 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 28 April 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 +53 35 £76,250 +52.50% 1
England +48 35 £76,250 +52.50% 1
City of London - 5 £55,000 - 1

Data Munging
Top 30 Related IT Skills

For the 6 months to 28 April 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 38 (97.44%) Analytics
1 38 (97.44%) SQL
2 34 (87.18%) Hadoop
3 33 (84.62%) Visualisation
3 33 (84.62%) Amazon EC2
3 33 (84.62%) Amazon S3
3 33 (84.62%) Amazon AWS
3 33 (84.62%) Unit Testing
3 33 (84.62%) Continuous Integration
3 33 (84.62%) Statistical Analysis
3 33 (84.62%) VBA
3 33 (84.62%) Python
3 33 (84.62%) PostgreSQL
3 33 (84.62%) Apache Pig
3 33 (84.62%) Jenkins
3 33 (84.62%) Amazon EMR
3 33 (84.62%) User Stories
3 33 (84.62%) Vagrant
3 33 (84.62%) Yeoman
3 33 (84.62%) Impala
3 33 (84.62%) Time Series Analysis
3 33 (84.62%) Cascalog
3 33 (84.62%) Pandas
3 33 (84.62%) Git (software)
3 33 (84.62%) Bash Shell
3 33 (84.62%) Clojure
3 33 (84.62%) SciPy
3 33 (84.62%) Apache Hive
3 33 (84.62%) MongoDB
3 33 (84.62%) VirtualBox

Data Munging
Top Related IT Skills by Category

For the 6 months to 28 April 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 33 (84.62%) Apache Pig
2 6 (15.38%) SAS
Applications
1 5 (12.82%) SPSS
2 1 (2.56%) Weka
Cloud Services
1 33 (84.62%) Amazon EC2
1 33 (84.62%) Amazon S3
1 33 (84.62%) Amazon AWS
1 33 (84.62%) Amazon EMR
2 8 (20.51%) Google Analytics
Database & Business Intelligence
1 34 (87.18%) Hadoop
2 33 (84.62%) Apache Hive
2 33 (84.62%) MongoDB
2 33 (84.62%) Mahout
2 33 (84.62%) PostgreSQL
2 33 (84.62%) Impala
3 17 (43.59%) NoSQL
4 10 (25.64%) Big Data
Development Applications
1 33 (84.62%) Git (software)
1 33 (84.62%) Jenkins
1 33 (84.62%) Yeoman
General
1 22 (56.41%) Telecoms
1 22 (56.41%) Retail
2 5 (12.82%) Marketing
3 1 (2.56%) Finance
Job Titles
1 39 (100.00%) Data Scientist
2 13 (33.33%) Analyst
2 13 (33.33%) Data Analyst
3 6 (15.38%) Data Consultant
3 6 (15.38%) Data Analytics Consultant
3 6 (15.38%) Consultant
4 1 (2.56%) Management Consultant
Libraries, Frameworks & Software Standards
1 33 (84.62%) SciPy
1 33 (84.62%) Natural Language Processing
1 33 (84.62%) D3.js
1 33 (84.62%) Cascalog
1 33 (84.62%) Pandas
1 33 (84.62%) scikit-learn
Miscellaneous
1 33 (84.62%) Visualisation
1 33 (84.62%) Analytical Skills
2 19 (48.72%) Open Source
3 5 (12.82%) Social Media
3 5 (12.82%) Social Network
4 1 (2.56%) Neural Network
Processes & Methodologies
1 38 (97.44%) Analytics
2 33 (84.62%) User Stories
2 33 (84.62%) Time Series Analysis
2 33 (84.62%) Data Visualisation
2 33 (84.62%) Statistical Analysis
2 33 (84.62%) Unit Testing
2 33 (84.62%) Continuous Integration
3 23 (58.97%) Use Case
4 22 (56.41%) Agile Software Development
5 20 (51.28%) Data Analytics
6 18 (46.15%) Coaching
7 16 (41.03%) Data Analysis
8 14 (35.90%) Mentoring
9 11 (28.21%) Business Analysis
10 5 (12.82%) Predictive Analytics
10 5 (12.82%) Cluster Analysis
10 5 (12.82%) Market Research
10 5 (12.82%) Predictive Modelling
10 5 (12.82%) Factor Analysis
11 1 (2.56%) Deep Learning
Programming Languages
1 38 (97.44%) SQL
2 33 (84.62%) VBA
2 33 (84.62%) Python
2 33 (84.62%) Bash Shell
2 33 (84.62%) Clojure
3 29 (74.36%) R
4 2 (5.13%) MATLAB
5 1 (2.56%) C++
Qualifications
1 13 (33.33%) Security Cleared
2 2 (5.13%) SC Cleared
System Software
1 33 (84.62%) VirtualBox
Systems Management
1 33 (84.62%) Vagrant
Vendors
1 8 (20.51%) Google
2 5 (12.82%) Alteryx
3 1 (2.56%) Oracle
City, London
Opus Recruitment Solutions Ltd
Salary: £30000 - £40000 per annum
Posted: 7 hours ago