Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the East of England with a requirement for Predictive Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Predictive Modelling over the 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Predictive Modelling
England > East of England
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 347 363 391
Rank change year-on-year +16 +28 +7
Permanent jobs citing Predictive Modelling 11 7 1
As % of all permanent IT jobs advertised in the East of England 0.092% 0.053% 0.006%
As % of the Processes & Methodologies category 0.10% 0.060% 0.007%
Number of salaries quoted 10 7 0
East of England median annual salary £50,000 £52,500 -
Median salary % change year-on-year -4.76% - -
England median annual salary £55,000 £52,500 £53,750
% change year-on-year +4.76% -2.33% -14.00%

Predictive Modelling 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 the East of England with a requirement for process or methodology skills.

All Process and Methodology Skills
East of England
Permanent vacancies with a requirement for process or methodology skills 10512 11719 13402
As % of all permanent IT jobs advertised in the East of England 88.03% 88.51% 87.06%
Number of salaries quoted 8539 9657 11005
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +3.45%
10th Percentile £27,500 £26,750 £26,250
90th Percentile £70,000 £70,000 £67,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Predictive Modelling
Job Vacancy Trend in the East of England

Job postings citing Predictive Modelling as a percentage of all IT jobs advertised in the East of England.

Job vacancy trend for Predictive Modelling in the East of England

Predictive Modelling
Salary Trend in the East of England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Predictive Modelling in the East of England.

Salary trend for Predictive Modelling in the East of England

Predictive Modelling
Salary Histogram in the East of England

The salary distribution of IT jobs citing Predictive Modelling in the East of England over the 6 months to 18 November 2017.

Salary histogram for Predictive Modelling in the East of England

Predictive Modelling
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Predictive Modelling within the East of England region over the 6 months to 18 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
Bedfordshire +24 3 £50,000 -4.76% 3
Cambridgeshire -20 3 £60,000 -8.40%
Suffolk +14 2 £50,000 -
Norfolk - 2 £35,000 -
Essex - 1 £35,092 -
Predictive Modelling
England

For the 6 months to 18 November 2017, IT jobs citing Predictive Modelling 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 East of England region with a requirement for Predictive Modelling.

1 8 (72.73%) SQL
2 6 (54.55%) Degree
2 6 (54.55%) Mathematics
2 6 (54.55%) Analytics
3 5 (45.45%) R
3 5 (45.45%) Python
4 4 (36.36%) CRM
4 4 (36.36%) Statistics
4 4 (36.36%) Business Intelligence
4 4 (36.36%) Data Analysis
5 3 (27.27%) Microsoft
5 3 (27.27%) PhD
5 3 (27.27%) Machine Learning
6 2 (18.18%) Big Data
6 2 (18.18%) Tableau
6 2 (18.18%) Data Analytics
6 2 (18.18%) Visualisation
6 2 (18.18%) SaaS
6 2 (18.18%) Deep Learning
6 2 (18.18%) Power BI
6 2 (18.18%) Analytical Skills
6 2 (18.18%) Data Structures
6 2 (18.18%) Algorithms
6 2 (18.18%) Microsoft Excel
6 2 (18.18%) VBA
6 2 (18.18%) SAS
6 2 (18.18%) Computer Science
6 2 (18.18%) Creative Problem-Solving
7 1 (9.09%) Data Strategy
7 1 (9.09%) Quantitative Research

Predictive Modelling
Co-occurring IT Skills in the East of England 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 2 (18.18%) SAS
Applications
1 2 (18.18%) Microsoft Excel
2 1 (9.09%) Microsoft Office
2 1 (9.09%) SPSS
2 1 (9.09%) Weka
Cloud Services
1 2 (18.18%) SaaS
Database & Business Intelligence
1 2 (18.18%) Big Data
1 2 (18.18%) Power BI
2 1 (9.09%) Data Mining
2 1 (9.09%) NoSQL
2 1 (9.09%) Oracle BI EE
General
1 1 (9.09%) Finance
Job Titles
1 5 (45.45%) Data Scientist
2 2 (18.18%) Analyst
2 2 (18.18%) Business Intelligence Manager
2 2 (18.18%) Business Manager
2 2 (18.18%) SQL Analyst
3 1 (9.09%) Analytics Manager
3 1 (9.09%) Campaign Analyst
3 1 (9.09%) CRM Analyst
3 1 (9.09%) Data Analyst
3 1 (9.09%) Data Analytics Manager
3 1 (9.09%) Data Manager
3 1 (9.09%) Database Analyst
3 1 (9.09%) Developer
3 1 (9.09%) SAS Analyst
3 1 (9.09%) SAS Campaign Analyst
3 1 (9.09%) Senior Analyst
3 1 (9.09%) Senior Campaign Analyst
3 1 (9.09%) Senior SAS Analyst
3 1 (9.09%) Software Developer
3 1 (9.09%) SPSS Analyst
Libraries, Frameworks & Software Standards
1 1 (9.09%) scikit-learn
1 1 (9.09%) TensorFlow
1 1 (9.09%) Web Services
Miscellaneous
1 2 (18.18%) Algorithms
1 2 (18.18%) Analytical Skills
1 2 (18.18%) Computer Science
1 2 (18.18%) Data Structures
Processes & Methodologies
1 6 (54.55%) Analytics
1 6 (54.55%) Mathematics
2 4 (36.36%) Business Intelligence
2 4 (36.36%) CRM
2 4 (36.36%) Data Analysis
2 4 (36.36%) Statistics
3 3 (27.27%) Machine Learning
4 2 (18.18%) Creative Problem-Solving
4 2 (18.18%) Data Analytics
4 2 (18.18%) Deep Learning
4 2 (18.18%) Visualisation
5 1 (9.09%) ANOVA
5 1 (9.09%) Data Migration
5 1 (9.09%) Data Strategy
5 1 (9.09%) High Availability
5 1 (9.09%) Operations Research
5 1 (9.09%) Qualitative Research
5 1 (9.09%) Quantitative Research
5 1 (9.09%) Regression Analysis
5 1 (9.09%) Statistical Modelling
Programming Languages
1 8 (72.73%) SQL
2 5 (45.45%) Python
2 5 (45.45%) R
3 2 (18.18%) VBA
4 1 (9.09%) Java
Qualifications
1 6 (54.55%) Degree
2 3 (27.27%) PhD
3 1 (9.09%) Numerate Degree
Quality Assurance & Compliance
1 1 (9.09%) Data Quality
Vendors
1 3 (27.27%) Microsoft
2 2 (18.18%) Tableau
3 1 (9.09%) Alteryx