Period
to 17 December 2017

The following table provides summary statistics for permanent job vacancies advertised in Reading 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 17 December 2017 with a comparison to the same period in the previous 2 years.

Predictive Analytics
Berkshire > Reading
6 months to
17 Dec 2017
Same period 2016 Same period 2015
Rank 140 184 161
Rank change year-on-year +44 -23 -
Permanent jobs citing Predictive Analytics 10 2 55
As % of all permanent IT jobs advertised in Reading 0.41% 0.060% 1.20%
As % of the Processes & Methodologies category 0.49% 0.069% 1.39%
Number of salaries quoted 10 2 63
Reading median annual salary £63,750 £44,750 £50,000
Median salary % change year-on-year +42.46% -10.50% -
10th Percentile £32,000 £29,500 £41,250
90th Percentile £86,250 £62,400 £59,750
Berkshire median annual salary £65,000 £44,750 £50,000
% change year-on-year +45.25% -10.50% -33.33%

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 Reading with a requirement for process or methodology skills.

All Process and Methodology Skills
Reading
Permanent vacancies with a requirement for process or methodology skills 2055 2904 3963
As % of all permanent IT jobs advertised in Reading 84.88% 87.81% 86.49%
Number of salaries quoted 1659 2136 3138
Reading median annual salary £49,500 £50,000 £48,500
Median salary % change year-on-year -1.00% +3.09% -1.02%
10th Percentile £29,000 £28,750 £31,100
90th Percentile £75,000 £72,500 £70,000
Berkshire median annual salary £50,000 £50,000 £50,000

Predictive Analytics
Job Vacancy Trend in Reading

Job postings citing Predictive Analytics as a percentage of all IT jobs advertised in Reading.

Job vacancy trend for Predictive Analytics in Reading

Predictive Analytics
Salary Trend in Reading

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

Salary trend for Predictive Analytics in Reading

Predictive Analytics
Salary Histogram in Reading

The salary distribution of IT jobs citing Predictive Analytics in Reading over the 6 months to 17 December 2017.

Salary histogram for Predictive Analytics in Reading

For the 6 months to 17 December 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 Reading region with a requirement for Predictive Analytics.

1 10 (100.00%) Big Data
1 10 (100.00%) Analytics
2 9 (90.00%) Mathematics
2 9 (90.00%) SQL
2 9 (90.00%) Python
3 7 (70.00%) Computer Science
4 6 (60.00%) Hadoop
4 6 (60.00%) Amazon AWS
4 6 (60.00%) Analytical Skills
4 6 (60.00%) Apache Spark
5 5 (50.00%) Algorithms
5 5 (50.00%) Statistics
5 5 (50.00%) Machine Learning
5 5 (50.00%) R
5 5 (50.00%) SAS
5 5 (50.00%) Business Intelligence
5 5 (50.00%) Data Mining
6 4 (40.00%) ETL
6 4 (40.00%) Nagios
6 4 (40.00%) Scrum
6 4 (40.00%) Agile Software Development
6 4 (40.00%) Data Management
6 4 (40.00%) SQL Server Integration Services
6 4 (40.00%) Star Schema
6 4 (40.00%) Microsoft
6 4 (40.00%) Data Warehouse
6 4 (40.00%) Data Modelling
6 4 (40.00%) MySQL
6 4 (40.00%) Oracle
6 4 (40.00%) SQL Server

Predictive Analytics
Co-occurring IT Skills in Reading 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 (60.00%) Apache Spark
2 5 (50.00%) SAS
3 4 (40.00%) Apache Pig
Cloud Services
1 6 (60.00%) Amazon AWS
2 4 (40.00%) Amazon EMR
3 2 (20.00%) Amazon S3
Database & Business Intelligence
1 10 (100.00%) Big Data
2 6 (60.00%) Hadoop
3 5 (50.00%) Data Mining
4 4 (40.00%) Apache Hive
4 4 (40.00%) Data Warehouse
4 4 (40.00%) HBase
4 4 (40.00%) Impala
4 4 (40.00%) MySQL
4 4 (40.00%) NoSQL
4 4 (40.00%) Power BI
4 4 (40.00%) QlikView
4 4 (40.00%) Relational Database
4 4 (40.00%) SQL Server
4 4 (40.00%) SQL Server Analysis Services
4 4 (40.00%) SQL Server Integration Services
4 4 (40.00%) Sqoop
4 4 (40.00%) Star Schema
5 3 (30.00%) KNIME
6 2 (20.00%) MongoDB
General
1 3 (30.00%) Finance
Job Titles
1 5 (50.00%) Data Scientist
2 4 (40.00%) Business Developer
2 4 (40.00%) Business Intelligence Developer
2 4 (40.00%) Developer
3 2 (20.00%) Senior Data Scientist
4 1 (10.00%) Delivery Manager
4 1 (10.00%) Service Manager
4 1 (10.00%) Services Delivery Manager
Libraries, Frameworks & Software Standards
1 4 (40.00%) XML
Miscellaneous
1 7 (70.00%) Computer Science
2 6 (60.00%) Analytical Skills
3 5 (50.00%) Algorithms
4 3 (30.00%) Data Structures
4 3 (30.00%) Linux Command Line
5 1 (10.00%) Smart Meter
Operating Systems
1 3 (30.00%) Unix
Processes & Methodologies
1 10 (100.00%) Analytics
2 9 (90.00%) Mathematics
3 5 (50.00%) Business Intelligence
3 5 (50.00%) Machine Learning
3 5 (50.00%) Statistics
4 4 (40.00%) Agile Software Development
4 4 (40.00%) Big Data Analytics
4 4 (40.00%) Data Architecture
4 4 (40.00%) Data Governance
4 4 (40.00%) Data Management
4 4 (40.00%) Data Modelling
4 4 (40.00%) Data Visualisation
4 4 (40.00%) Database Tuning
4 4 (40.00%) ETL
4 4 (40.00%) High Availability
4 4 (40.00%) MapReduce
4 4 (40.00%) Master Data Management
4 4 (40.00%) Performance Tuning
4 4 (40.00%) Scrum
4 4 (40.00%) Visualisation
Programming Languages
1 9 (90.00%) Python
1 9 (90.00%) SQL
2 5 (50.00%) R
3 4 (40.00%) JavaScript
4 3 (30.00%) C#
4 3 (30.00%) C++
4 3 (30.00%) Java
4 3 (30.00%) MATLAB
4 3 (30.00%) Perl
5 2 (20.00%) Scala
Qualifications
1 4 (40.00%) Computer Science Degree
1 4 (40.00%) Degree
2 3 (30.00%) PhD
3 1 (10.00%) ITIL Certification
Quality Assurance & Compliance
1 4 (40.00%) Data Quality
1 4 (40.00%) QA
System Software
1 4 (40.00%) Apache Flume
1 4 (40.00%) HDFS
Systems Management
1 4 (40.00%) Nagios
1 4 (40.00%) Oozie
Vendors
1 4 (40.00%) Cloudera
1 4 (40.00%) Microsoft
1 4 (40.00%) Oracle
1 4 (40.00%) Tableau