Period
to 21 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire 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 21 January 2018 with a comparison to the same period in the previous 2 years.

Predictive Modelling
East of England > Cambridgeshire
6 months to
21 Jan 2018
Same period 2017 Same period 2016
Rank 202 - 192
Rank change year-on-year - +192 +1
Permanent jobs citing Predictive Modelling 3 0 1
As % of all permanent IT jobs advertised in Cambridgeshire 0.072% - 0.025%
As % of the Processes & Methodologies category 0.078% - 0.028%
Number of salaries quoted 2 0 1
Cambridgeshire median annual salary £43,750 - £37,500
10th Percentile £35,375 - £31,250
90th Percentile £49,125 - £43,750
East of England median annual salary £50,000 £50,000 £46,300
% change year-on-year - +7.99% -19.48%

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 Cambridgeshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Cambridgeshire
Permanent vacancies with a requirement for process or methodology skills 3,839 2,879 3,617
As % of all permanent IT jobs advertised in Cambridgeshire 92.33% 88.26% 88.94%
Number of salaries quoted 2,852 2,402 3,047
Cambridgeshire median annual salary £50,000 £45,000 £44,000
Median salary % change year-on-year +11.11% +2.27% +3.53%
10th Percentile £29,000 £26,250 £27,500
90th Percentile £70,000 £65,000 £65,000
East of England median annual salary £48,000 £45,344 £45,000
% change year-on-year +5.86% +0.76% -

Predictive Modelling
Job Vacancy Trend in Cambridgeshire

Job postings citing Predictive Modelling as a percentage of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for Predictive Modelling in Cambridgeshire

Predictive Modelling
Salary Trend in Cambridgeshire

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

Salary trend for Predictive Modelling in Cambridgeshire

Predictive Modelling
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Predictive Modelling in Cambridgeshire over the 6 months to 21 January 2018.

Salary histogram for Predictive Modelling in Cambridgeshire

Predictive Modelling
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Predictive Modelling within the Cambridgeshire region over the 6 months to 21 January 2018. 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
Cambridge - 2 £43,750 -
Predictive Modelling
East of England

For the 6 months to 21 January 2018, 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 Cambridgeshire region with a requirement for Predictive Modelling.

1 3 (100.00%) Machine Learning
1 3 (100.00%) Deep Learning
2 2 (66.67%) TensorFlow
2 2 (66.67%) Big Data
2 2 (66.67%) Artificial Intelligence
2 2 (66.67%) Statistics
2 2 (66.67%) Mathematics
2 2 (66.67%) Python
3 1 (33.33%) PhD
3 1 (33.33%) Data Mining
3 1 (33.33%) SAS
3 1 (33.33%) Text Mining
3 1 (33.33%) Data Analysis
3 1 (33.33%) NoSQL
3 1 (33.33%) Weka
3 1 (33.33%) R
3 1 (33.33%) Natural Language Processing
3 1 (33.33%) Java
3 1 (33.33%) SQL
3 1 (33.33%) Reinforcement Learning
3 1 (33.33%) Quantitative Research
3 1 (33.33%) Qualitative Research
3 1 (33.33%) Algorithms
3 1 (33.33%) scikit-learn

Predictive Modelling
Co-occurring IT Skills in Cambridgeshire 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 1 (33.33%) Weka
Database & Business Intelligence
1 2 (66.67%) Big Data
2 1 (33.33%) Data Mining
2 1 (33.33%) NoSQL
2 1 (33.33%) Text Mining
Job Titles
1 1 (33.33%) Data Scientist
1 1 (33.33%) Developer
1 1 (33.33%) Machine Learning Scientist
1 1 (33.33%) Senior Data Scientist
1 1 (33.33%) Software Developer
Libraries, Frameworks & Software Standards
1 2 (66.67%) TensorFlow
2 1 (33.33%) Natural Language Processing
2 1 (33.33%) scikit-learn
Miscellaneous
1 1 (33.33%) Algorithms
Processes & Methodologies
1 3 (100.00%) Deep Learning
1 3 (100.00%) Machine Learning
2 2 (66.67%) Artificial Intelligence
2 2 (66.67%) Mathematics
2 2 (66.67%) Statistics
3 1 (33.33%) Data Analysis
3 1 (33.33%) Qualitative Research
3 1 (33.33%) Quantitative Research
3 1 (33.33%) Reinforcement Learning
Programming Languages
1 2 (66.67%) Python
2 1 (33.33%) Java
2 1 (33.33%) R
2 1 (33.33%) SQL
Qualifications
1 1 (33.33%) PhD