The table below looks at the statistics for Predictive Modelling skills in IT jobs advertised for the South East region. Included is a guide to the salaries offered in IT jobs that have cited Predictive Modelling over the 3 months to 22 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Feb 2017
Same period 2016 Same period 2015
Predictive Modelling
England / South East
Rank 370 458 464
Rank change year-on-year
+88 +6
Permanent jobs citing Predictive Modelling 15 4 2
As % of all permanent IT jobs located in the South East 0.10% 0.021% 0.010%
As % of the Processes & Methodologies category 0.12% 0.024% 0.011%
Number of salaries quoted 10 4 1
Median salary £45,750 £55,000 £52,500
Median salary % change year-on-year
-16.81% +4.76%
UK excluding London median salary £45,000 £55,000 £45,000
% change year-on-year
-18.18% +22.22%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the South East region.

Processes & Methodologies Category
South East
Permanent IT job ads with a match in the
Processes & Methodologies category
12630 16823 17543
As % of all permanent IT jobs located in the South East 85.88% 87.13% 85.55%
Number of salaries quoted 10285 14296 14207
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year
- +5.55%
90% offered a salary of more than £31,500 £31,000 £30,000
10% offered a salary of more than £67,500 £67,500 £67,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Predictive Modelling
Jobs Demand Trend in the South East

The demand trend of job ads across the South East region citing Predictive Modelling as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Predictive Modelling Jobs Demand Trend 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 across the South East region.

Predictive Modelling Salary Trend in the South East

Predictive Modelling
Salary Histogram in the South East

This chart provides a salary histogram for IT jobs citing Predictive Modelling across the South East region over the 3 months to 22 February 2017.

Predictive Modelling Salary Histogram 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 3 months to 22 February 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Berkshire +47 4 £65,000 +8.33% 2
Kent +26 4 £43,500 -3.33%
Surrey - 3 - -
Oxfordshire - 2 £58,500 -
Hampshire - 1 £45,000 -
West Sussex - 1 £32,000 -
Predictive Modelling
England

Predictive Modelling
Top 30 Related IT Skills in the South East

For the 6 months to 22 February 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 18 (56.25%) R
1 18 (56.25%) Analytics
2 17 (53.13%) Big Data
2 17 (53.13%) SQL
3 14 (43.75%) Analytical Skills
4 13 (40.63%) Degree
4 13 (40.63%) Mathematics
5 11 (34.38%) Hadoop
5 11 (34.38%) Marketing
6 10 (31.25%) Statistics
7 9 (28.13%) Python
7 9 (28.13%) Visualisation
7 9 (28.13%) Data Visualisation
8 8 (25.00%) NoSQL
8 8 (25.00%) Business Intelligence
9 7 (21.88%) Java
9 7 (21.88%) Spotfire
9 7 (21.88%) Regression Analysis
9 7 (21.88%) Statistical Modelling
9 7 (21.88%) Cluster Analysis
9 7 (21.88%) Relational Database
9 7 (21.88%) Time Series Analysis
10 6 (18.75%) Apache Spark
10 6 (18.75%) MongoDB
10 6 (18.75%) Apache Cassandra
10 6 (18.75%) Machine Learning
10 6 (18.75%) MapReduce
10 6 (18.75%) Statistical Analysis
10 6 (18.75%) Data Management
10 6 (18.75%) PL/SQL

Predictive Modelling
Top Related 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 (18.75%) Apache Spark
2 3 (9.38%) Apache Pig
Applications
1 3 (9.38%) MS Office
2 2 (6.25%) MS Excel
3 1 (3.13%) MS PowerPoint
3 1 (3.13%) SPSS
Business Applications
1 4 (12.50%) Data Workbench
Cloud Services
1 1 (3.13%) Adobe Analytics
Database & Business Intelligence
1 17 (53.13%) Big Data
2 11 (34.38%) Hadoop
3 8 (25.00%) NoSQL
4 7 (21.88%) Relational Database
4 7 (21.88%) Spotfire
5 6 (18.75%) Apache Cassandra
5 6 (18.75%) Data Mining
5 6 (18.75%) MongoDB
6 3 (9.38%) Apache Hive
6 3 (9.38%) Impala
6 3 (9.38%) Power BI
6 3 (9.38%) RDBMS
7 2 (6.25%) BusinessObjects
7 2 (6.25%) KNIME
8 1 (3.13%) Data Warehouse
8 1 (3.13%) MySQL
8 1 (3.13%) QlikView
8 1 (3.13%) SQL Server
8 1 (3.13%) SQL Server Reporting Services
General
1 11 (34.38%) Marketing
2 6 (18.75%) Pharmaceutical
3 3 (9.38%) Electronics
3 3 (9.38%) Finance
4 1 (3.13%) Banking
4 1 (3.13%) Retail
Job Titles
1 12 (37.50%) Data Scientist
2 10 (31.25%) Analyst
3 5 (15.63%) Customer Insight Manager
3 5 (15.63%) Insight Manager
4 3 (9.38%) Analytics Manager
4 3 (9.38%) Big Data Engineer
4 3 (9.38%) Business Intelligence Analyst
4 3 (9.38%) Data Analyst
4 3 (9.38%) Data Engineer
4 3 (9.38%) Software Analyst
5 2 (6.25%) Senior Analyst
5 2 (6.25%) Senior Analytics Manager
5 2 (6.25%) Senior Manager
6 1 (3.13%) Business Analyst
6 1 (3.13%) Business Intelligence Business Analyst
6 1 (3.13%) Customer Analytics Manager
6 1 (3.13%) Insight Analyst
6 1 (3.13%) Machine Learning Developer
6 1 (3.13%) Pricing Analyst
6 1 (3.13%) SQL Analyst
Libraries, Frameworks & Software Standards
1 4 (12.50%) Torch
2 2 (6.25%) Natural Language Processing
3 1 (3.13%) Keras
3 1 (3.13%) Pandas
3 1 (3.13%) scikit-learn
3 1 (3.13%) Theano
3 1 (3.13%) XGBoost
Miscellaneous
1 14 (43.75%) Analytical Skills
2 4 (12.50%) Computer Science
2 4 (12.50%) Data Structures
3 3 (9.38%) Smartphone
4 2 (6.25%) Life Science
5 1 (3.13%) Algorithms
5 1 (3.13%) Credit Risk
5 1 (3.13%) User Experience
Processes & Methodologies
1 18 (56.25%) Analytics
2 13 (40.63%) Mathematics
3 10 (31.25%) Statistics
4 9 (28.13%) Data Visualisation
4 9 (28.13%) Visualisation
5 8 (25.00%) Business Intelligence
6 7 (21.88%) Cluster Analysis
6 7 (21.88%) Regression Analysis
6 7 (21.88%) Statistical Modelling
6 7 (21.88%) Time Series Analysis
7 6 (18.75%) Data Management
7 6 (18.75%) Machine Learning
7 6 (18.75%) MapReduce
7 6 (18.75%) Statistical Analysis
8 5 (15.63%) Data Analysis
8 5 (15.63%) Data Extraction
8 5 (15.63%) Decision Tree
8 5 (15.63%) Digital Marketing
8 5 (15.63%) Marketing Strategy
9 4 (12.50%) Actionable Insight
Programming Languages
1 18 (56.25%) R
2 17 (53.13%) SQL
3 9 (28.13%) Python
4 7 (21.88%) Java
5 6 (18.75%) PL/SQL
6 4 (12.50%) C
7 3 (9.38%) C++
7 3 (9.38%) Julia
Qualifications
1 13 (40.63%) Degree
2 5 (15.63%) PhD
Quality Assurance & Compliance
1 3 (9.38%) Data Quality
Systems Management
1 3 (9.38%) Oozie
Vendors
1 6 (18.75%) Oracle
2 5 (15.63%) Adobe
2 5 (15.63%) Tableau
3 4 (12.50%) TIBCO
4 3 (9.38%) MapR
4 3 (9.38%) Marketo
5 2 (6.25%) Microsoft
6 1 (3.13%) Salesforce.com
6 1 (3.13%) TOWER Software
Slough, Berkshire
RBW Consulting
Salary: From £55,000 to £75,000 per annum + Bonus + Car Allowance
Posted: 2 days ago
Slough, Berkshire
RBW Consulting
Salary: From £55,000 to £75,000 per annum + Bonus + Car Allowance
Posted: 2 days ago