Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the South East with a requirement for Predictive Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Predictive Analytics over the 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Predictive Analytics
England > South East
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 518 537 557
Rank change year-on-year +19 +20 +86
Permanent jobs citing Predictive Analytics 34 50 87
As % of all permanent IT jobs advertised in the South East 0.11% 0.14% 0.20%
As % of the Processes & Methodologies category 0.13% 0.16% 0.23%
Number of salaries quoted 30 49 93
South East median annual salary £55,000 £60,000 £50,000
Median salary % change year-on-year -8.33% +20.00% -20.00%
10th Percentile £32,000 £39,750 £37,500
90th Percentile £75,000 £92,500 £70,000
England median annual salary £65,000 £57,500 £55,000
% change year-on-year +13.04% +4.55% -2.22%

Predictive Analytics 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 26574 30766 37248
As % of all permanent IT jobs advertised in the South East 87.44% 87.44% 86.93%
Number of salaries quoted 21881 25532 30764
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 Analytics
Job Vacancy Trend in the South East

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

Job vacancy trend for Predictive Analytics in the South East

Predictive Analytics
Salary Trend in the South East

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

Salary trend for Predictive Analytics in the South East

Predictive Analytics
Salary Histogram in the South East

The salary distribution of IT jobs citing Predictive Analytics in the South East over the 6 months to 18 November 2017.

Salary histogram for Predictive Analytics in the South East

Predictive Analytics
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 Analytics within the South East region over the 6 months to 18 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 +40 19 £65,000 +30.00%
Berkshire +54 15 £65,000 +45.25%
Surrey +9 9 £47,500 -20.83%
Buckinghamshire +14 4 - -
Kent - 2 £40,000 -
West Sussex +1 1 £62,500 -13.79%
East Sussex - 1 £55,000 -
Predictive Analytics
England

For the 6 months to 18 November 2017, IT jobs citing Predictive Analytics 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 Analytics.

1 34 (100.00%) Analytics
2 24 (70.59%) Python
3 20 (58.82%) SQL
4 19 (55.88%) Mathematics
5 18 (52.94%) Big Data
6 17 (50.00%) Hadoop
7 15 (44.12%) R
7 15 (44.12%) Machine Learning
8 13 (38.24%) Computer Science
8 13 (38.24%) Statistics
9 12 (35.29%) Business Intelligence
10 11 (32.35%) Degree
10 11 (32.35%) Power BI
11 10 (29.41%) Data Visualisation
11 10 (29.41%) Visualisation
11 10 (29.41%) Apache Hive
11 10 (29.41%) Data Mining
11 10 (29.41%) ETL
11 10 (29.41%) Agile Software Development
12 9 (26.47%) Neural Network
12 9 (26.47%) PhD
12 9 (26.47%) Apache Spark
12 9 (26.47%) Algorithms
13 8 (23.53%) Analytical Skills
13 8 (23.53%) High Availability
14 7 (20.59%) SQL Server Integration Services
14 7 (20.59%) SAS
14 7 (20.59%) Microsoft
14 7 (20.59%) SQL Server
14 7 (20.59%) Retail

Predictive Analytics
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 9 (26.47%) Apache Spark
2 7 (20.59%) SAS
3 6 (17.65%) Apache Pig
4 1 (2.94%) BizTalk Server
4 1 (2.94%) SharePoint
Applications
1 2 (5.88%) Microsoft Excel
Business Applications
1 1 (2.94%) SAP CRM
Cloud Services
1 6 (17.65%) Amazon AWS
1 6 (17.65%) Microsoft Azure
2 4 (11.76%) Amazon EMR
2 4 (11.76%) Azure Data Factory
2 4 (11.76%) Azure Machine Learning
3 1 (2.94%) Amazon S3
3 1 (2.94%) Cortana Intelligence Suite
3 1 (2.94%) SaaS
Communications & Networking
1 1 (2.94%) Internet
Database & Business Intelligence
1 18 (52.94%) Big Data
2 17 (50.00%) Hadoop
3 11 (32.35%) Power BI
4 10 (29.41%) Apache Hive
4 10 (29.41%) Data Mining
5 7 (20.59%) SQL Server
5 7 (20.59%) SQL Server Integration Services
6 6 (17.65%) Relational Database
7 5 (14.71%) BusinessObjects
7 5 (14.71%) Data Warehouse
7 5 (14.71%) SQL Server Analysis Services
8 4 (11.76%) GIS
8 4 (11.76%) HBase
8 4 (11.76%) Impala
8 4 (11.76%) MySQL
8 4 (11.76%) NoSQL
8 4 (11.76%) QlikView
8 4 (11.76%) Snowflake Schema
8 4 (11.76%) Sqoop
8 4 (11.76%) Star Schema
General
1 7 (20.59%) Retail
2 5 (14.71%) Finance
3 4 (11.76%) Automotive
3 4 (11.76%) Marketing
Job Titles
1 13 (38.24%) Data Scientist
2 7 (20.59%) Developer
3 6 (17.65%) Business Developer
3 6 (17.65%) Business Intelligence Developer
4 5 (14.71%) Consultant
5 4 (11.76%) Analytics Consultant
5 4 (11.76%) Data Analytics Consultant
5 4 (11.76%) Data Consultant
5 4 (11.76%) Digital Project Manager
5 4 (11.76%) Project Manager
6 3 (8.82%) Analyst
6 3 (8.82%) Data Insight Analyst
6 3 (8.82%) Insight Analyst
6 3 (8.82%) Insight Data Analyst
7 2 (5.88%) Data Analytics Engineer
7 2 (5.88%) Data Engineer
7 2 (5.88%) Digital Transformation
7 2 (5.88%) Digital Transformation Manager
7 2 (5.88%) Transformation Manager
7 2 (5.88%) Transformation Project Manager
Libraries, Frameworks & Software Standards
1 6 (17.65%) Natural Language Processing
2 5 (14.71%) REST
3 4 (11.76%) JSON
3 4 (11.76%) TensorFlow
3 4 (11.76%) XML
4 1 (2.94%) AngularJS
4 1 (2.94%) Django
4 1 (2.94%) Web Services
Miscellaneous
1 13 (38.24%) Computer Science
2 9 (26.47%) Algorithms
3 8 (23.53%) Analytical Skills
4 5 (14.71%) Data Structures
4 5 (14.71%) Social Media
5 3 (8.82%) Linux Command Line
6 2 (5.88%) Greenfield Project
7 1 (2.94%) Enterprise Software
7 1 (2.94%) Internet of Things
7 1 (2.94%) Smart Meter
Operating Systems
1 3 (8.82%) Unix
Processes & Methodologies
1 34 (100.00%) Analytics
2 19 (55.88%) Mathematics
3 15 (44.12%) Machine Learning
4 13 (38.24%) Statistics
5 12 (35.29%) Business Intelligence
6 10 (29.41%) Agile Software Development
6 10 (29.41%) Data Visualisation
6 10 (29.41%) ETL
6 10 (29.41%) Visualisation
7 9 (26.47%) Neural Network
8 8 (23.53%) High Availability
9 6 (17.65%) MapReduce
9 6 (17.65%) Mentoring
10 5 (14.71%) Data Architecture
10 5 (14.71%) Data Modelling
10 5 (14.71%) Decision Tree
10 5 (14.71%) Logistic Regression
10 5 (14.71%) Operations Research
10 5 (14.71%) Scrum
11 4 (11.76%) Logistics
Programming Languages
1 24 (70.59%) Python
2 20 (58.82%) SQL
3 15 (44.12%) R
4 5 (14.71%) C#
4 5 (14.71%) C++
4 5 (14.71%) Java
4 5 (14.71%) JavaScript
4 5 (14.71%) Perl
4 5 (14.71%) Scala
5 4 (11.76%) PowerShell
5 4 (11.76%) T-SQL
6 3 (8.82%) MATLAB
Qualifications
1 11 (32.35%) Degree
2 9 (26.47%) PhD
3 6 (17.65%) SC Cleared
3 6 (17.65%) Security Cleared
4 4 (11.76%) Computer Science Degree
4 4 (11.76%) Master's Degree
5 3 (8.82%) Numerate Degree
6 1 (2.94%) ITIL Certification
Quality Assurance & Compliance
1 6 (17.65%) QA
2 4 (11.76%) Data Quality
3 1 (2.94%) COBIT
System Software
1 4 (11.76%) Apache Flume
1 4 (11.76%) HDFS
Systems Management
1 4 (11.76%) Nagios
1 4 (11.76%) Oozie
Vendors
1 7 (20.59%) Microsoft
2 5 (14.71%) SAP
3 4 (11.76%) Cloudera
3 4 (11.76%) Infor
3 4 (11.76%) Oracle
3 4 (11.76%) Tableau