Period
to 20 June 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 20 June 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
20 Jun 2018
Same period 2017 Same period 2016
Rank 170 193 -
Rank change year-on-year +23 - +194
Contract jobs citing Predictive Modelling 14 1 0
As % of all contract IT jobs advertised in the East of England 0.32% 0.023% -
As % of the Processes & Methodologies category 0.37% 0.027% -
Number of daily rates quoted 13 0 0
East of England median daily rate £475 - -
England median daily rate £488 £450 £450
% change year-on-year +8.33% - -
Number of hourly rates quoted 0 0 0
East of England median hourly rate - - -
England median hourly rate - - -

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 3,735 3,772 4,064
As % of all contract IT jobs advertised in the East of England 84.46% 84.94% 81.77%
Number of daily rates quoted 2,100 2,231 2,369
East of England median daily rate £433 £425 £413
Median daily rate % change year-on-year +1.76% +3.03% +3.77%
10th Percentile £240 £230 £247
90th Percentile £588 £575 £575
England median daily rate £463 £450 £425
% change year-on-year +2.78% +5.88% +4.94%
Number of hourly rates quoted 237 261 293
East of England median hourly rate £17.32 £31.50 £25.00
Median hourly rate % change year-on-year -45.02% +26.00% +8.70%
10th Percentile £11.52 £12.50 £14.00
90th Percentile £47.50 £47.75 £50.78
England median hourly rate £22.00 £25.00 £25.00
% change year-on-year -12.00% - +19.05%

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
Contractor Daily Rate Histogram in the East of England

The daily rate distribution of IT jobs citing Predictive Modelling in the East of England over the 6 months to 20 June 2018.

Contractor daily rate histogram 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 20 June 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 +12 14 £475 -
Predictive Modelling
England

For the 6 months to 20 June 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 14 (100.00%) Python
1 14 (100.00%) Big Data
2 13 (92.86%) Amazon AWS
2 13 (92.86%) Apache Cassandra
2 13 (92.86%) NoSQL
2 13 (92.86%) Apache Spark
2 13 (92.86%) Linear Programming
2 13 (92.86%) MLlib
2 13 (92.86%) C++
2 13 (92.86%) Java
2 13 (92.86%) SQL
2 13 (92.86%) Oracle
2 13 (92.86%) OO
2 13 (92.86%) PostgreSQL
2 13 (92.86%) Scala
2 13 (92.86%) Hadoop
3 10 (71.43%) Data Science
4 9 (64.29%) Amazon Athena
4 9 (64.29%) Amazon EC2
4 9 (64.29%) Amazon Kinesis
4 9 (64.29%) Amazon EMR
4 9 (64.29%) Amazon RDS
4 9 (64.29%) Amazon Redshift
5 8 (57.14%) Analytics
5 8 (57.14%) Performance Metrics
5 8 (57.14%) Oracle Workflow
5 8 (57.14%) Workflow Management
5 8 (57.14%) Workflow
5 8 (57.14%) Customer Acquisition
5 8 (57.14%) Actionable Insight

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 13 (92.86%) Apache Spark
2 8 (57.14%) Apache Airflow
2 8 (57.14%) Luigi
2 8 (57.14%) Oracle Workflow
Cloud Services
1 13 (92.86%) Amazon AWS
2 9 (64.29%) Amazon EC2
2 9 (64.29%) Amazon EMR
2 9 (64.29%) Amazon Kinesis
Database & Business Intelligence
1 14 (100.00%) Big Data
2 13 (92.86%) Apache Cassandra
2 13 (92.86%) Hadoop
2 13 (92.86%) NoSQL
2 13 (92.86%) PostgreSQL
3 9 (64.29%) Amazon Athena
3 9 (64.29%) Amazon RDS
3 9 (64.29%) Amazon Redshift
4 2 (14.29%) Data Warehouse
4 2 (14.29%) Electronic Patient Records
General
1 3 (21.43%) Retail
Job Titles
1 13 (92.86%) AWS Engineer
1 13 (92.86%) Big Data Engineer
1 13 (92.86%) Data Engineer
2 4 (28.57%) Hadoop Engineer
3 1 (7.14%) Data Science Engineer
3 1 (7.14%) Data Scientist
Libraries, Frameworks & Software Standards
1 13 (92.86%) MLlib
Miscellaneous
1 2 (14.29%) NHS
2 1 (7.14%) Algorithms
Processes & Methodologies
1 13 (92.86%) Linear Programming
1 13 (92.86%) OO
2 10 (71.43%) Data Science
3 8 (57.14%) Actionable Insight
3 8 (57.14%) Analytics
3 8 (57.14%) Customer Acquisition
3 8 (57.14%) Performance Metrics
3 8 (57.14%) Workflow
3 8 (57.14%) Workflow Management
4 5 (35.71%) Data Engineering
4 5 (35.71%) Stakeholder Management
5 2 (14.29%) Business Intelligence
5 2 (14.29%) E-Commerce
6 1 (7.14%) Data Analysis
6 1 (7.14%) Stakeholder Engagement
Programming Languages
1 14 (100.00%) Python
2 13 (92.86%) C++
2 13 (92.86%) Java
2 13 (92.86%) Scala
2 13 (92.86%) SQL
Quality Assurance & Compliance
1 2 (14.29%) PMO
Vendors
1 13 (92.86%) Oracle