The table below looks at the statistics for Predictive Analytics skills in IT jobs advertised for the North West region. Included is a guide to the salaries offered in IT jobs that have cited Predictive Analytics over the 3 months to 20 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Predictive Analytics
England / North West
Rank 238 230 255
Rank change year-on-year
-8 +25
Permanent jobs citing Predictive Analytics 8 1 1
As % of all permanent IT jobs located in the North West 0.13% 0.018% 0.015%
As % of the Processes & Methodologies category 0.15% 0.021% 0.017%
Number of salaries quoted 7 1 1
Median salary £37,500 £30,000 £50,000
Median salary % change year-on-year
+25.00% -40.00%
UK excluding London median salary £55,000 £55,000 £55,000

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

Processes & Methodologies Category
North West
Permanent IT job ads with a match in the
Processes & Methodologies category
5293 4861 5955
As % of all permanent IT jobs located in the North West 88.93% 87.40% 86.42%
Number of salaries quoted 4448 4044 5100
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £28,000 £28,500 £27,500
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Predictive Analytics
Jobs Demand Trend in the North West

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

Predictive Analytics Jobs Demand Trend in the North West

Predictive Analytics
Salary Trend in the North West

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

Predictive Analytics Salary Trend in the North West

Predictive Analytics
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing Predictive Analytics across the North West region over the 3 months to 20 January 2017.

Predictive Analytics Salary Histogram in the North West

Predictive Analytics
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Predictive Analytics within the North West region over the 3 months to 20 January 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
Cheshire - 4 £37,500 -
Manchester -18 3 £57,500 +91.66%
Merseyside - 1 £55,000 -
Predictive Analytics
England

Predictive Analytics
Top 30 Related IT Skills in the North West

For the 6 months to 20 January 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 North West region with a requirement for Predictive Analytics.

1 15 (100.00%) Analytics
2 13 (86.67%) SQL
3 11 (73.33%) Business Intelligence
3 11 (73.33%) Big Data
4 10 (66.67%) Data Modelling
5 8 (53.33%) ETL
5 8 (53.33%) Python
6 7 (46.67%) SAS
6 7 (46.67%) Relational Database
7 6 (40.00%) Data Analytics
7 6 (40.00%) Hadoop
7 6 (40.00%) SQL Server Reporting Services
7 6 (40.00%) SQL Server Integration Services
8 5 (33.33%) Visualisation
8 5 (33.33%) RDBMS
8 5 (33.33%) Oracle
8 5 (33.33%) SQL Server
9 4 (26.67%) Data Warehouse
9 4 (26.67%) Banking
9 4 (26.67%) Retail
9 4 (26.67%) SPSS
9 4 (26.67%) Predictive Modelling
9 4 (26.67%) Business Analytics
9 4 (26.67%) Kimball Methodology
9 4 (26.67%) R
9 4 (26.67%) Data Visualisation
9 4 (26.67%) Tableau
9 4 (26.67%) Machine Learning
9 4 (26.67%) Business Development
9 4 (26.67%) Credit Risk

Predictive Analytics
Top Related IT Skills in the North West 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 (46.67%) SAS
2 2 (13.33%) Apache Spark
3 1 (6.67%) Apache
3 1 (6.67%) Apache Pig
Applications
1 4 (26.67%) SPSS
Cloud Services
1 1 (6.67%) Amazon AWS
1 1 (6.67%) Cloud Computing
1 1 (6.67%) Microsoft Azure
Database & Business Intelligence
1 11 (73.33%) Big Data
2 7 (46.67%) Relational Database
3 6 (40.00%) Hadoop
3 6 (40.00%) SQL Server Integration Services
3 6 (40.00%) SQL Server Reporting Services
4 5 (33.33%) RDBMS
4 5 (33.33%) SQL Server
5 4 (26.67%) Data Warehouse
5 4 (26.67%) Oracle Database
5 4 (26.67%) SQL Server Analysis Services
6 3 (20.00%) QlikView
7 2 (13.33%) Apache Hive
7 2 (13.33%) BusinessObjects
7 2 (13.33%) NoSQL
8 1 (6.67%) Amazon QuickSight
8 1 (6.67%) CouchDB
8 1 (6.67%) Data Mining
8 1 (6.67%) MongoDB
8 1 (6.67%) Power BI
General
1 4 (26.67%) Banking
1 4 (26.67%) Retail
2 2 (13.33%) Finance
3 1 (6.67%) Games
Job Titles
1 7 (46.67%) Business Intelligence Consultant
1 7 (46.67%) Consultant
2 6 (40.00%) Business Consultant
3 4 (26.67%) Analyst
3 4 (26.67%) Analytics Consultant
3 4 (26.67%) Business Intelligence Analyst
3 4 (26.67%) Data Analytics Consultant
3 4 (26.67%) Data Consultant
3 4 (26.67%) Data Scientist
4 1 (6.67%) Associate Consultant
4 1 (6.67%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 1 (6.67%) Web Services
Miscellaneous
1 5 (33.33%) Visualisation
2 4 (26.67%) Credit Risk
3 3 (20.00%) Mathematics
3 3 (20.00%) Statistics
4 2 (13.33%) Algorithms
4 2 (13.33%) Economics
4 2 (13.33%) Neural Network
5 1 (6.67%) Analytical Skills
5 1 (6.67%) Applied Mathematics
5 1 (6.67%) Computer Science
5 1 (6.67%) Data Extraction
5 1 (6.67%) Mobile Games
Processes & Methodologies
1 15 (100.00%) Analytics
2 11 (73.33%) Business Intelligence
3 10 (66.67%) Data Modelling
4 8 (53.33%) ETL
5 6 (40.00%) Data Analytics
6 4 (26.67%) Business Analytics
6 4 (26.67%) Business Development
6 4 (26.67%) Data Visualisation
6 4 (26.67%) Kimball Methodology
6 4 (26.67%) Machine Learning
6 4 (26.67%) Predictive Modelling
7 3 (20.00%) Agile Software Development
7 3 (20.00%) Bayesian Methods
7 3 (20.00%) Statistical Analysis
8 2 (13.33%) Data Analysis
8 2 (13.33%) Data Transformation
8 2 (13.33%) Deep Learning
9 1 (6.67%) Econometrics
9 1 (6.67%) Project Management
9 1 (6.67%) Statistical Computing
Programming Languages
1 13 (86.67%) SQL
2 8 (53.33%) Python
3 4 (26.67%) R
4 2 (13.33%) Scala
5 1 (6.67%) MATLAB
5 1 (6.67%) Shell Script
Qualifications
1 3 (20.00%) PhD
2 2 (13.33%) Degree
Quality Assurance & Compliance
1 2 (13.33%) IAS 39
Vendors
1 5 (33.33%) Oracle
2 4 (26.67%) Tableau
3 2 (13.33%) Ab Initio
3 2 (13.33%) Hyperion
3 2 (13.33%) Informatica
4 1 (6.67%) Microsoft
4 1 (6.67%) SAP