Period
to 10 December 2018

The following table provides summary statistics for contract job vacancies advertised in the East of England with a requirement for Predictive Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Predictive Modelling over the 6 months to 10 December 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Predictive Modelling
England > East of England
6 months to
10 Dec 2018
Same period 2017 Same period 2016
Rank 207 193 188
Rank change year-on-year -14 -5 +19
Contract jobs citing Predictive Modelling 3 8 4
As % of all contract IT jobs advertised in the East of England 0.060% 0.16% 0.084%
As % of the Processes & Methodologies category 0.071% 0.19% 0.10%
Number of daily rates quoted 3 2 4
East of England median daily rate £575 £603 £315
Median daily rate % change year-on-year -4.56% +91.27% -
10th Percentile £540 £568 £287
90th Percentile £600 £639 £504
England median daily rate £550 £475 £450
% change year-on-year +15.79% +5.56% +5.88%
Number of hourly rates quoted 0 0 0
East of England median hourly rate - - -
England median hourly rate - £37.00 -

Predictive Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the East of England with a requirement for process or methodology skills.

All Process and Methodology Skills
East of England
Contract vacancies with a requirement for process or methodology skills 4,249 4,290 3,970
As % of all contract IT jobs advertised in the East of England 85.34% 84.77% 82.92%
Number of daily rates quoted 2,514 2,480 2,287
East of England median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25% -
10th Percentile £250 £250 £220
90th Percentile £588 £575 £544
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% -
Number of hourly rates quoted 206 257 320
East of England median hourly rate £17.84 £33.33 £31.50
Median hourly rate % change year-on-year -46.47% +5.81% +30.39%
10th Percentile £11.17 £11.94 £12.45
90th Percentile £48.75 £50.04 £47.50
England median hourly rate £22.00 £24.69 £22.84
% change year-on-year -10.88% +8.10% +3.80%

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
Contractor Daily Rate Trend in the East of England

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Predictive Modelling in the East of England.

Contractor daily rate trend for Predictive Modelling in the East of England

Predictive Modelling
Contract Job Locations in the East of England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Predictive Modelling within the East of England region over the 6 months to 10 December 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Bedfordshire +10 3 £575 -8.73%
Predictive Modelling
England

For the 6 months to 10 December 2018, IT contractor jobs citing Predictive Modelling also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the East of England region with a requirement for Predictive Modelling.

1 3 (100.00%) Python
1 3 (100.00%) Big Data
1 3 (100.00%) Data Science
2 2 (66.67%) Performance Metrics
2 2 (66.67%) Linear Programming
2 2 (66.67%) Amazon Kinesis
2 2 (66.67%) MLlib
2 2 (66.67%) Actionable Insight
2 2 (66.67%) Apache Airflow
2 2 (66.67%) Luigi
2 2 (66.67%) Customer Acquisition
2 2 (66.67%) Amazon Athena
2 2 (66.67%) Workflow
2 2 (66.67%) Oracle Workflow
2 2 (66.67%) PostgreSQL
2 2 (66.67%) C++
2 2 (66.67%) Java
2 2 (66.67%) SQL
2 2 (66.67%) Oracle
2 2 (66.67%) OO
2 2 (66.67%) Workflow Management
2 2 (66.67%) Scala
2 2 (66.67%) Hadoop
2 2 (66.67%) Amazon EC2
2 2 (66.67%) Amazon AWS
2 2 (66.67%) Apache Cassandra
2 2 (66.67%) NoSQL
2 2 (66.67%) Analytics
2 2 (66.67%) Amazon EMR
2 2 (66.67%) Amazon RDS

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 (66.67%) Apache Airflow
1 2 (66.67%) Apache Spark
1 2 (66.67%) Luigi
1 2 (66.67%) Oracle Workflow
Cloud Services
1 2 (66.67%) Amazon AWS
1 2 (66.67%) Amazon EC2
1 2 (66.67%) Amazon EMR
1 2 (66.67%) Amazon Kinesis
Database & Business Intelligence
1 3 (100.00%) Big Data
2 2 (66.67%) Amazon Athena
2 2 (66.67%) Amazon RDS
2 2 (66.67%) Amazon Redshift
2 2 (66.67%) Apache Cassandra
2 2 (66.67%) Hadoop
2 2 (66.67%) NoSQL
2 2 (66.67%) PostgreSQL
General
1 1 (33.33%) Retail
Job Titles
1 2 (66.67%) AWS Engineer
1 2 (66.67%) Big Data Engineer
1 2 (66.67%) Data Engineer
2 1 (33.33%) Data Scientist
Libraries, Frameworks & Software Standards
1 2 (66.67%) MLlib
Miscellaneous
1 1 (33.33%) Algorithms
Processes & Methodologies
1 3 (100.00%) Data Science
2 2 (66.67%) Actionable Insight
2 2 (66.67%) Analytics
2 2 (66.67%) Customer Acquisition
2 2 (66.67%) Linear Programming
2 2 (66.67%) OO
2 2 (66.67%) Performance Metrics
2 2 (66.67%) Workflow
2 2 (66.67%) Workflow Management
3 1 (33.33%) Data Analysis
Programming Languages
1 3 (100.00%) Python
2 2 (66.67%) C++
2 2 (66.67%) Java
2 2 (66.67%) Scala
2 2 (66.67%) SQL
Vendors
1 2 (66.67%) Oracle