Period
to 23 July 2017

The following table provides summary statistics for permanent job vacancies 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 23 July 2017 with a comparison to the same period in the previous 2 years.

Regression Analysis
UK
6 months to
23 Jul 2017
Same period 2016 Same period 2015
Rank 1152 1236 1284
Rank change year-on-year +84 +48 -17
Permanent jobs citing Regression Analysis 20 24 31
As % of all permanent IT jobs advertised in the UK 0.011% 0.012% 0.014%
As % of the Processes & Methodologies category 0.013% 0.013% 0.016%
Number of salaries quoted 15 22 31
UK median annual salary £50,000 £50,000 £34,780
Median salary % change year-on-year - +43.76% -32.47%
10th Percentile £38,097 £36,375 £22,500
90th Percentile £101,500 £93,750 £52,500
UK excluding London median annual salary £42,500 £41,250 £31,500
% change year-on-year +3.03% +30.95% -5.97%

Regression Analysis is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process and methodology skills.

Process & Methodology Skills
UK
Permanent job vacancies with a requirement for process and methodology skills 159182 179902 194446
As % of all permanent IT job vacancies advertised in the UK 89.75% 88.89% 87.87%
Number of salaries quoted 127628 149742 158061
UK median annual salary £50,000 £48,000 £47,500
Median salary % change year-on-year +4.17% +1.05% +5.56%
10th Percentile £28,500 £27,500 £27,500
90th Percentile £80,000 £77,500 £75,000
UK excluding London median annual salary £42,500 £42,500 £42,500

Regression Analysis
Job Vacancy Trend

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

Job vacancy trend for Regression Analysis in the UK

Regression Analysis
Salary Trend

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

Salary trend for Regression Analysis in the UK

Regression Analysis
Salary Histogram

The salary distribution of IT jobs citing Regression Analysis over the 6 months to 23 July 2017.

Salary histogram for Regression Analysis in the UK

Regression Analysis
Top 9 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Regression Analysis within the UK over the 6 months to 23 July 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
England +76 17 £57,500 +15.00% 3
UK excluding London +61 10 £42,500 +3.03% 4
London +38 10 £80,000 +21.21% 1
South West +24 3 £39,991 -0.02% 1
Scotland - 3 £42,500 - 2
Midlands +39 2 £50,000 +42.86%
West Midlands +34 2 £50,000 +42.86%
South East - 1 £40,000 - 1
East of England - 1 £70,000 -

For the 6 months to 23 July 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 with a requirement for Regression Analysis.

1 16 (80.00%) Analytics
2 15 (75.00%) Analytical Skills
3 13 (65.00%) SQL
3 13 (65.00%) Statistics
4 12 (60.00%) SAS
5 11 (55.00%) Microsoft Excel
5 11 (55.00%) Marketing
6 10 (50.00%) Machine Learning
6 10 (50.00%) Python
7 9 (45.00%) R
7 9 (45.00%) Visualisation
7 9 (45.00%) Algorithms
8 8 (40.00%) Data Visualisation
8 8 (40.00%) Cluster Analysis
8 8 (40.00%) Degree
9 7 (35.00%) Mathematics
9 7 (35.00%) SPSS
9 7 (35.00%) Data Mining
9 7 (35.00%) Predictive Modelling
9 7 (35.00%) Apache Spark
10 6 (30.00%) Actionable Insight
11 5 (25.00%) Applied Mathematics
11 5 (25.00%) Google Analytics
11 5 (25.00%) Scala
11 5 (25.00%) Hadoop
11 5 (25.00%) Microsoft PowerPoint
11 5 (25.00%) Google
11 5 (25.00%) Numerate Degree
11 5 (25.00%) Big Data
12 4 (20.00%) Customer Insight

Regression Analysis
Co-occurring 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 12 (60.00%) SAS
2 7 (35.00%) Apache Spark
3 1 (5.00%) Jupyter
Applications
1 11 (55.00%) Microsoft Excel
2 7 (35.00%) SPSS
3 5 (25.00%) Microsoft PowerPoint
4 4 (20.00%) Microsoft Office
Cloud Services
1 5 (25.00%) Google Analytics
2 3 (15.00%) Cloud Computing
2 3 (15.00%) Google Cloud Platform
Database & Business Intelligence
1 7 (35.00%) Data Mining
2 5 (25.00%) Big Data
2 5 (25.00%) Hadoop
3 4 (20.00%) Data Warehouse
3 4 (20.00%) SQL Server
4 3 (15.00%) Apache Hive
4 3 (15.00%) BigQuery
4 3 (15.00%) Geospatial Data
4 3 (15.00%) GIS
4 3 (15.00%) Impala
4 3 (15.00%) NoSQL
5 2 (10.00%) QlikView
6 1 (5.00%) BusinessObjects
6 1 (5.00%) Oracle BI EE
6 1 (5.00%) Power BI
Development Applications
1 1 (5.00%) Bower
1 1 (5.00%) Git (software)
1 1 (5.00%) Jenkins
General
1 11 (55.00%) Marketing
2 4 (20.00%) Advertising
2 4 (20.00%) Finance
3 3 (15.00%) Banking
3 3 (15.00%) Law
Job Titles
1 11 (55.00%) Data Scientist
2 6 (30.00%) Analyst
3 4 (20.00%) Market Analyst
3 4 (20.00%) Market Research Analyst
3 4 (20.00%) Marketing Analyst
3 4 (20.00%) Research Analyst
4 2 (10.00%) Analytics Manager
5 1 (5.00%) Business Intelligence Analyst
5 1 (5.00%) Data Analyst
5 1 (5.00%) Data Analytics Manager
5 1 (5.00%) Data Manager
5 1 (5.00%) Developer
5 1 (5.00%) Pricing Manager
5 1 (5.00%) Python Developer
5 1 (5.00%) Senior Analyst
5 1 (5.00%) Senior Data Analyst
5 1 (5.00%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 3 (15.00%) D3.js
1 3 (15.00%) Natural Language Processing
1 3 (15.00%) TensorFlow
1 3 (15.00%) Theano
2 1 (5.00%) .NET
2 1 (5.00%) AngularJS
2 1 (5.00%) Bokeh
2 1 (5.00%) CSS
2 1 (5.00%) Flask
2 1 (5.00%) HTML
2 1 (5.00%) Matplotlib
2 1 (5.00%) Node.js
2 1 (5.00%) NumPy
2 1 (5.00%) Pandas
2 1 (5.00%) React
2 1 (5.00%) scikit-learn
2 1 (5.00%) SciPy
2 1 (5.00%) Twitter Bootstrap
2 1 (5.00%) XML
Miscellaneous
1 15 (75.00%) Analytical Skills
2 9 (45.00%) Algorithms
3 3 (15.00%) Blog
3 3 (15.00%) Data Protection Act
3 3 (15.00%) Management Information System
4 2 (10.00%) Virtual Team
Processes & Methodologies
1 16 (80.00%) Analytics
2 13 (65.00%) Statistics
3 10 (50.00%) Machine Learning
4 9 (45.00%) Visualisation
5 8 (40.00%) Cluster Analysis
5 8 (40.00%) Data Visualisation
6 7 (35.00%) Mathematics
6 7 (35.00%) Predictive Modelling
7 6 (30.00%) Actionable Insight
8 5 (25.00%) Applied Mathematics
9 4 (20.00%) Agile Software Development
9 4 (20.00%) Content Development
9 4 (20.00%) Customer Insight
9 4 (20.00%) Data Analysis
9 4 (20.00%) Market Research
9 4 (20.00%) Predictive Analytics
9 4 (20.00%) SEO
9 4 (20.00%) Statistical Analysis
9 4 (20.00%) Time Series Analysis
9 4 (20.00%) Web Analytics
Programming Languages
1 13 (65.00%) SQL
2 10 (50.00%) Python
3 9 (45.00%) R
4 5 (25.00%) Scala
5 4 (20.00%) JavaScript
6 3 (15.00%) Java
6 3 (15.00%) MATLAB
6 3 (15.00%) VBA
7 2 (10.00%) VB
8 1 (5.00%) C#
8 1 (5.00%) C++
8 1 (5.00%) TypeScript
Qualifications
1 8 (40.00%) Degree
2 5 (25.00%) Numerate Degree
3 3 (15.00%) Postgraduate
4 2 (10.00%) PhD
Vendors
1 5 (25.00%) Google
2 4 (20.00%) Facebook
2 4 (20.00%) Tableau
2 4 (20.00%) Twitter
3 1 (5.00%) Oracle
3 1 (5.00%) Platfora
London
Pitney Bowes
Posted: 14 hours ago
Wokingham, Berkshire
Opus Recruitment Solutions Ltd
Salary: £45000 - £55000 per annum, Benefits Excellent Benefits and Bonus
Posted: 2 days ago
Dundee
Hays IT - Uk Posting account
Salary: £50000.00 - £55000.00 per annum
Posted: 9 days ago
Edinburgh
Hays IT - Uk Posting account
Salary: £35000.00 - £50000.00 per annum
Posted: 13 days ago