Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the South East 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 24 November 2017 with a comparison to the same period in the previous 2 years.

Predictive Modelling
England > South East
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 519 569 628
Rank change year-on-year +50 +59 +23
Permanent jobs citing Predictive Modelling 18 24 21
As % of all permanent IT jobs advertised in the South East 0.058% 0.069% 0.049%
As % of the Processes & Methodologies category 0.067% 0.079% 0.056%
Number of salaries quoted 16 17 21
South East median annual salary £47,500 £52,500 £45,000
Median salary % change year-on-year -9.52% +16.67% +5.88%
10th Percentile £36,875 £35,700 £23,750
90th Percentile £67,500 £68,750 £65,000
England median annual salary £57,500 £51,250 £55,000
% change year-on-year +12.20% -6.82% -12.00%

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 South East with a requirement for process or methodology skills.

All Process and Methodology Skills
South East
Permanent vacancies with a requirement for process or methodology skills 26983 30553 37260
As % of all permanent IT jobs advertised in the South East 87.47% 87.40% 86.98%
Number of salaries quoted 22199 25337 30803
South East median annual salary £45,000 £45,000 £45,000
10th Percentile £27,500 £27,500 £26,250
90th Percentile £68,750 £68,750 £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 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
Salary Trend in the South East

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

Salary trend for Predictive Modelling in the South East

Predictive Modelling
Salary Histogram in the South East

The salary distribution of IT jobs citing Predictive Modelling in the South East over the 6 months to 24 November 2017.

Salary histogram for Predictive Modelling in the South East

Predictive Modelling
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Predictive Modelling within the South East region over the 6 months to 24 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
Thames Valley +24 14 £47,500 -9.52% 2
Berkshire +37 7 £65,000 +23.81% 1
Oxfordshire -3 7 £47,500 -18.80% 1
Hampshire - 2 - -
Surrey +16 1 £55,000 +37.50% 2
West Sussex - 1 £67,500 -
Predictive Modelling
England

For the 6 months to 24 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 South East region with a requirement for Predictive Modelling.

1 15 (83.33%) SQL
2 14 (77.78%) Python
2 14 (77.78%) R
2 14 (77.78%) Machine Learning
3 13 (72.22%) Analytics
3 13 (72.22%) Algorithms
4 11 (61.11%) Visualisation
5 9 (50.00%) Tableau
6 8 (44.44%) Statistics
6 8 (44.44%) Business Intelligence
6 8 (44.44%) Microsoft
6 8 (44.44%) CSS
6 8 (44.44%) JavaScript
7 7 (38.89%) SQL Server Integration Services
7 7 (38.89%) SQL Server Reporting Services
7 7 (38.89%) Power BI
8 6 (33.33%) HDInsight
8 6 (33.33%) Front End Development
8 6 (33.33%) Analytical Skills
8 6 (33.33%) Azure Data Factory
8 6 (33.33%) Azure SQL Data Warehouse
8 6 (33.33%) Agile Software Development
8 6 (33.33%) Microsoft Azure
8 6 (33.33%) SQL Server Analysis Services
8 6 (33.33%) Data Cleansing
8 6 (33.33%) HTML
8 6 (33.33%) Cognos
8 6 (33.33%) Data Warehouse
8 6 (33.33%) SAS
8 6 (33.33%) Scrum

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 6 (33.33%) SAS
2 4 (22.22%) Apache Spark
3 1 (5.56%) Apache Pig
Applications
1 3 (16.67%) Microsoft Excel
2 2 (11.11%) Microsoft Office
3 1 (5.56%) Microsoft PowerPoint
3 1 (5.56%) SPSS
Cloud Services
1 6 (33.33%) Azure Data Factory
1 6 (33.33%) Microsoft Azure
2 1 (5.56%) Adobe Analytics
Database & Business Intelligence
1 7 (38.89%) Power BI
1 7 (38.89%) SQL Server Integration Services
1 7 (38.89%) SQL Server Reporting Services
2 6 (33.33%) Azure SQL Data Warehouse
2 6 (33.33%) Data Warehouse
2 6 (33.33%) HDInsight
2 6 (33.33%) SQL Server Analysis Services
3 5 (27.78%) Big Data
3 5 (27.78%) Data Mining
3 5 (27.78%) Hadoop
4 2 (11.11%) Apache Hive
5 1 (5.56%) Impala
General
1 4 (22.22%) Retail
2 1 (5.56%) Advertising
2 1 (5.56%) Electronics
2 1 (5.56%) Marketing
Job Titles
1 12 (66.67%) Analyst
2 8 (44.44%) Data Scientist
3 6 (33.33%) Analyst Developer
3 6 (33.33%) Developer
3 6 (33.33%) Developer Analyst
3 6 (33.33%) Report Analyst
3 6 (33.33%) Report Developer
4 4 (22.22%) Business Intelligence Analyst
4 4 (22.22%) Business Intelligence Developer
4 4 (22.22%) Data Insight Analyst
4 4 (22.22%) Insight Analyst
4 4 (22.22%) Insight Data Analyst
5 2 (11.11%) SQL Analyst
6 1 (5.56%) Big Data Engineer
6 1 (5.56%) Data Engineer
6 1 (5.56%) Power BI Developer
6 1 (5.56%) Senior Data Scientist
6 1 (5.56%) SQL BI Developer
6 1 (5.56%) SQL Data Analyst
6 1 (5.56%) SSRS Analyst
Libraries, Frameworks & Software Standards
1 8 (44.44%) CSS
2 6 (33.33%) HTML
3 1 (5.56%) Natural Language Processing
Miscellaneous
1 13 (72.22%) Algorithms
2 6 (33.33%) Analytical Skills
3 1 (5.56%) Computer Science
Processes & Methodologies
1 14 (77.78%) Machine Learning
2 13 (72.22%) Analytics
3 11 (61.11%) Visualisation
4 8 (44.44%) Business Intelligence
4 8 (44.44%) Statistics
5 6 (33.33%) Agile Software Development
5 6 (33.33%) Data Cleansing
5 6 (33.33%) Front End Development
5 6 (33.33%) Scrum
6 5 (27.78%) Complexity Analysis
7 4 (22.22%) Cluster Analysis
7 4 (22.22%) Mathematics
7 4 (22.22%) Predictive Analytics
8 3 (16.67%) Data Visualisation
9 2 (11.11%) Data Analysis
9 2 (11.11%) Data Modelling
9 2 (11.11%) ETL
9 2 (11.11%) MapReduce
10 1 (5.56%) B2C
10 1 (5.56%) Workflow
Programming Languages
1 15 (83.33%) SQL
2 14 (77.78%) Python
2 14 (77.78%) R
3 8 (44.44%) JavaScript
4 1 (5.56%) C
4 1 (5.56%) Java
4 1 (5.56%) MATLAB
4 1 (5.56%) Perl
4 1 (5.56%) Scala
4 1 (5.56%) T-SQL
Qualifications
1 5 (27.78%) Degree
2 4 (22.22%) Numerate Degree
Quality Assurance & Compliance
1 1 (5.56%) Data Quality
Systems Management
1 1 (5.56%) Oozie
Vendors
1 9 (50.00%) Tableau
2 8 (44.44%) Microsoft
3 6 (33.33%) Cognos
4 1 (5.56%) Adobe
4 1 (5.56%) Google
4 1 (5.56%) Oracle
4 1 (5.56%) Twitter