Period
to 20 November 2017

The following table provides summary statistics for contract job vacancies advertised in the South East 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 November 2017 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 > South East
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 360 372 397
Rank change year-on-year +12 +25 -13
Contract jobs citing Predictive Modelling 12 6 1
As % of all contract IT jobs advertised in the South East 0.072% 0.036% 0.005%
As % of the Processes & Methodologies category 0.087% 0.044% 0.006%
Number of daily rates quoted 4 1 1
South East median daily rate £350 £290 £343
Median daily rate % change year-on-year +20.69% -15.33% +9.60%
10th Percentile £311 £290 £321
90th Percentile £405 £290 £364
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +21.43%
Number of hourly rates quoted 3 0 0
South East median hourly rate £37.00 - -
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 South East with a requirement for process or methodology skills.

All Process and Methodology Skills
South East
Contract vacancies with a requirement for process or methodology skills 13848 13626 15658
As % of all contract IT jobs advertised in the South East 82.83% 82.61% 80.73%
Number of daily rates quoted 8310 8240 9341
South East median daily rate £425 £400 £393
Median daily rate % change year-on-year +6.25% +1.91% +4.67%
10th Percentile £263 £250 £256
90th Percentile £575 £563 £535
England median daily rate £450 £425 £423
% change year-on-year +5.88% +0.59% +5.63%
Number of hourly rates quoted 457 544 607
South East median hourly rate £23.00 £27.13 £26.50
Median hourly rate % change year-on-year -15.21% +2.36% +51.43%
10th Percentile £11.25 £12.00 £12.00
90th Percentile £50.00 £51.58 £48.75
England median hourly rate £24.00 £24.42 £22.50
% change year-on-year -1.72% +8.53% +18.42%

Predictive Modelling
Job Vacancy Trend in the South East

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

Job vacancy trend for Predictive Modelling in the South East

Predictive Modelling
Contractor Daily Rate Trend in the South East

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

Contractor daily rate trend for Predictive Modelling in the South East

Predictive Modelling
Contract Job Locations in the South East

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 South East region over the 6 months to 20 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Thames Valley -4 10 £325 +12.07% 2
Berkshire +11 9 £318 +9.48% 1
East Sussex - 1 £375 -
Oxfordshire - 1 £375 - 1
Surrey - 1 - - 2
Predictive Modelling
England

For the 6 months to 20 November 2017, IT contractor 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 contract ads across the South East region with a requirement for Predictive Modelling.

1 12 (100.00%) Analytics
2 9 (75.00%) Agile Software Development
3 8 (66.67%) Business Intelligence
4 7 (58.33%) Microsoft
4 7 (58.33%) E-Commerce
4 7 (58.33%) CRM
4 7 (58.33%) Project Management
4 7 (58.33%) CMS
4 7 (58.33%) Scrum
4 7 (58.33%) Asset Management
4 7 (58.33%) Content Management
4 7 (58.33%) Marketing
4 7 (58.33%) Social Media
4 7 (58.33%) Digital Analytics
4 7 (58.33%) Business Analytics
5 6 (50.00%) SDLC
5 6 (50.00%) Global Marketing
5 6 (50.00%) Digital Marketing
5 6 (50.00%) Project Planning
5 6 (50.00%) MS Project Server
5 6 (50.00%) Microsoft Project
5 6 (50.00%) SharePoint
6 5 (41.67%) PMP
6 5 (41.67%) PMI Certification
6 5 (41.67%) Degree
6 5 (41.67%) Virtual Team
6 5 (41.67%) Acceptance Criteria
6 5 (41.67%) User Stories
7 4 (33.33%) Matrix Organization
7 4 (33.33%) JIRA

Predictive Modelling
Co-occurring IT Skills in the South East 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 7 (58.33%) CMS
2 6 (50.00%) MS Project Server
2 6 (50.00%) SharePoint
3 4 (33.33%) Confluence
4 2 (16.67%) Apache Spark
4 2 (16.67%) SAS
5 1 (8.33%) Apache Pig
Applications
1 6 (50.00%) Microsoft Project
Cloud Services
1 1 (8.33%) Azure Data Factory
1 1 (8.33%) Microsoft Azure
Database & Business Intelligence
1 2 (16.67%) Big Data
1 2 (16.67%) Hadoop
2 1 (8.33%) Amazon Redshift
2 1 (8.33%) Apache Hive
2 1 (8.33%) Azure SQL Data Warehouse
2 1 (8.33%) Data Warehouse
2 1 (8.33%) HDInsight
2 1 (8.33%) Impala
2 1 (8.33%) Power BI
2 1 (8.33%) SQL Server
2 1 (8.33%) SQL Server Analysis Services
2 1 (8.33%) SQL Server Integration Services
2 1 (8.33%) SQL Server Reporting Services
2 1 (8.33%) Text Mining
Development Applications
1 4 (33.33%) JIRA
General
1 7 (58.33%) Marketing
2 2 (16.67%) Pharmaceutical
2 2 (16.67%) Telecoms
3 1 (8.33%) Electronics
Job Titles
1 7 (58.33%) Project Manager
2 3 (25.00%) Analyst
3 2 (16.67%) Customer Analyst
3 2 (16.67%) Data Scientist
3 2 (16.67%) IT Manager
3 2 (16.67%) IT Project Manager
3 2 (16.67%) Marketing Manager
3 2 (16.67%) Marketing Project Manager
4 1 (8.33%) Agile Project Manager
4 1 (8.33%) Analyst Developer
4 1 (8.33%) Customer Insight Analyst
4 1 (8.33%) Developer
4 1 (8.33%) Developer Analyst
4 1 (8.33%) Digital Project Manager
4 1 (8.33%) Insight Analyst
4 1 (8.33%) IT Services Manager
4 1 (8.33%) Report Analyst
4 1 (8.33%) Report Developer
4 1 (8.33%) Research Scientist
4 1 (8.33%) Service Manager
Libraries, Frameworks & Software Standards
1 1 (8.33%) CSS
1 1 (8.33%) HTML
1 1 (8.33%) Natural Language Processing
1 1 (8.33%) SparkR
Miscellaneous
1 7 (58.33%) Social Media
2 5 (41.67%) Virtual Team
3 3 (25.00%) Analytical Skills
4 1 (8.33%) Algorithms
4 1 (8.33%) FMCG
4 1 (8.33%) Life Science
Processes & Methodologies
1 12 (100.00%) Analytics
2 9 (75.00%) Agile Software Development
3 8 (66.67%) Business Intelligence
4 7 (58.33%) Asset Management
4 7 (58.33%) Business Analytics
4 7 (58.33%) Content Management
4 7 (58.33%) CRM
4 7 (58.33%) Digital Analytics
4 7 (58.33%) E-Commerce
4 7 (58.33%) Project Management
4 7 (58.33%) Scrum
5 6 (50.00%) Digital Marketing
5 6 (50.00%) Global Marketing
5 6 (50.00%) Project Planning
5 6 (50.00%) SDLC
6 5 (41.67%) Acceptance Criteria
6 5 (41.67%) User Stories
7 4 (33.33%) Matrix Organization
7 4 (33.33%) Waterfall
8 2 (16.67%) Customer Insight
Programming Languages
1 4 (33.33%) SQL
2 2 (16.67%) Python
2 2 (16.67%) R
3 1 (8.33%) C++
3 1 (8.33%) JavaScript
3 1 (8.33%) MATLAB
3 1 (8.33%) Scala
Qualifications
1 5 (41.67%) Degree
1 5 (41.67%) PMI Certification
1 5 (41.67%) PMP
Quality Assurance & Compliance
1 1 (8.33%) Data Quality
Systems Management
1 1 (8.33%) Oozie
Vendors
1 7 (58.33%) Microsoft
2 1 (8.33%) Cognos
2 1 (8.33%) Oracle
2 1 (8.33%) Tableau