Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Regression Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Regression Analysis over the 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Regression Analysis
England > London
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 829 846 895
Rank change year-on-year +17 +49 +14
Permanent jobs citing Regression Analysis 3 11 16
As % of all permanent IT jobs advertised in London 0.004% 0.015% 0.018%
As % of the Processes & Methodologies category 0.004% 0.016% 0.020%
Number of salaries quoted 3 8 15
London median annual salary £57,500 £53,375 £47,600
Median salary % change year-on-year +7.73% +12.13% -7.57%
10th Percentile £29,250 £38,875 £39,950
90th Percentile £69,750 £77,500 £57,000
England median annual salary £50,000 £42,500 £47,550
% change year-on-year +17.65% -10.62% +5.67%

Regression Analysis 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 London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Permanent vacancies with a requirement for process or methodology skills 69206 68595 79293
As % of all permanent IT jobs advertised in London 91.60% 90.64% 89.56%
Number of salaries quoted 53267 59094 66809
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% -
10th Percentile £35,000 £33,750 £33,000
90th Percentile £90,000 £88,750 £86,250
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Regression Analysis
Job Vacancy Trend in London

Job postings citing Regression Analysis as a percentage of all IT jobs advertised in London.

Job vacancy trend for Regression Analysis in London

Regression Analysis
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Regression Analysis in London.

Salary trend for Regression Analysis in London

Regression Analysis
Salary Histogram in London

The salary distribution of IT jobs citing Regression Analysis in London over the 6 months to 21 November 2017.

Salary histogram for Regression Analysis in London

Regression Analysis
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Regression Analysis within the London region over the 6 months to 21 November 2017. 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
Central London +8 1 £25,000 -40.12%
Regression Analysis
England

For the 6 months to 21 November 2017, IT jobs citing Regression Analysis also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the London region with a requirement for Regression Analysis.

1 2 (66.67%) Python
1 2 (66.67%) Microsoft Excel
1 2 (66.67%) Marketing
1 2 (66.67%) R
1 2 (66.67%) Analytics
1 2 (66.67%) Algorithms
1 2 (66.67%) Machine Learning
2 1 (33.33%) Twitter
2 1 (33.33%) Big Data
2 1 (33.33%) Linear Regression
2 1 (33.33%) SDLC
2 1 (33.33%) Econometric Modelling
2 1 (33.33%) Behavioural Change
2 1 (33.33%) Marketing Analytics
2 1 (33.33%) Customer Analytics
2 1 (33.33%) Customer Segmentation
2 1 (33.33%) Data Munging
2 1 (33.33%) Bayesian Methods
2 1 (33.33%) Time Series Analysis
2 1 (33.33%) Analytical Skills
2 1 (33.33%) Natural Language Processing
2 1 (33.33%) Tableau
2 1 (33.33%) JavaScript
2 1 (33.33%) SQL
2 1 (33.33%) Degree
2 1 (33.33%) Logistic Regression
2 1 (33.33%) Microsoft Azure
2 1 (33.33%) Online Marketing
2 1 (33.33%) SAS
2 1 (33.33%) MATLAB

Regression Analysis
Co-occurring IT Skills in London 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 (33.33%) SAS
Applications
1 2 (66.67%) Microsoft Excel
2 1 (33.33%) Microsoft PowerPoint
Cloud Services
1 1 (33.33%) Microsoft Azure
Database & Business Intelligence
1 1 (33.33%) Big Data
General
1 2 (66.67%) Marketing
2 1 (33.33%) Advertising
Job Titles
1 2 (66.67%) Data Scientist
2 1 (33.33%) Analyst
2 1 (33.33%) Data Analyst
2 1 (33.33%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 1 (33.33%) Natural Language Processing
Miscellaneous
1 2 (66.67%) Algorithms
2 1 (33.33%) Analytical Skills
Processes & Methodologies
1 2 (66.67%) Analytics
1 2 (66.67%) Machine Learning
2 1 (33.33%) Bayesian Methods
2 1 (33.33%) Behavioural Change
2 1 (33.33%) Customer Analytics
2 1 (33.33%) Customer Segmentation
2 1 (33.33%) Data Munging
2 1 (33.33%) Econometric Modelling
2 1 (33.33%) Econometrics
2 1 (33.33%) Linear Regression
2 1 (33.33%) Logistic Regression
2 1 (33.33%) Marketing Analytics
2 1 (33.33%) Neural Network
2 1 (33.33%) Online Marketing
2 1 (33.33%) Regression Testing
2 1 (33.33%) SDLC
2 1 (33.33%) Statistical Analysis
2 1 (33.33%) Statistics
2 1 (33.33%) Time Series Analysis
Programming Languages
1 2 (66.67%) Python
1 2 (66.67%) R
2 1 (33.33%) JavaScript
2 1 (33.33%) MATLAB
2 1 (33.33%) SQL
Qualifications
1 1 (33.33%) Degree
Vendors
1 1 (33.33%) Google
1 1 (33.33%) Tableau
1 1 (33.33%) Twitter