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 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 Analytics
England / North West
Rank 251 - 253
Rank change year-on-year
- 0
Permanent jobs citing Predictive Analytics 9 0 10
As % of all permanent IT jobs located in the North West 0.15% - 0.15%
As % of the Processes & Methodologies category 0.17% - 0.17%
Number of salaries quoted 8 0 5
Median salary £38,750 - £40,000
UK excluding London median salary £57,500 £56,250 £47,500
% change year-on-year
+2.22% +18.42%

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
5395 4999 6037
As % of all permanent IT jobs located in the North West 90.25% 88.13% 87.72%
Number of salaries quoted 4491 4154 5047
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £28,500 £28,000 £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 22 February 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 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
Manchester - 4 £57,500 - 2
Cheshire - 4 £37,500 -
Merseyside - 1 £55,000 -
Predictive Analytics
England

Predictive Analytics
Top 30 Related IT Skills in the North West

For the 6 months to 22 February 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 14 (100.00%) Analytics
2 11 (78.57%) SQL
3 9 (64.29%) Business Intelligence
3 9 (64.29%) Big Data
4 8 (57.14%) Data Modelling
5 7 (50.00%) Python
6 6 (42.86%) ETL
6 6 (42.86%) Visualisation
6 6 (42.86%) SQL Server Reporting Services
6 6 (42.86%) SQL Server Integration Services
6 6 (42.86%) Relational Database
7 5 (35.71%) Machine Learning
7 5 (35.71%) Predictive Modelling
7 5 (35.71%) R
7 5 (35.71%) Data Visualisation
7 5 (35.71%) SAS
8 4 (28.57%) Agile Software Development
8 4 (28.57%) PhD
8 4 (28.57%) Data Warehouse
8 4 (28.57%) Kimball Methodology
8 4 (28.57%) Tableau
8 4 (28.57%) Data Analytics
8 4 (28.57%) Hadoop
8 4 (28.57%) Statistical Analysis
8 4 (28.57%) Statistics
8 4 (28.57%) Mathematics
8 4 (28.57%) SQL Server Analysis Services
8 4 (28.57%) Bayesian Methods
8 4 (28.57%) IFRS
8 4 (28.57%) IFRS 9

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 5 (35.71%) SAS
2 2 (14.29%) Apache Spark
3 1 (7.14%) Apache
3 1 (7.14%) Apache Pig
Applications
1 2 (14.29%) SPSS
Cloud Services
1 1 (7.14%) Amazon AWS
1 1 (7.14%) Cloud Computing
1 1 (7.14%) Microsoft Azure
Database & Business Intelligence
1 9 (64.29%) Big Data
2 6 (42.86%) Relational Database
2 6 (42.86%) SQL Server Integration Services
2 6 (42.86%) SQL Server Reporting Services
3 4 (28.57%) Data Warehouse
3 4 (28.57%) Hadoop
3 4 (28.57%) SQL Server Analysis Services
4 3 (21.43%) NoSQL
4 3 (21.43%) QlikView
4 3 (21.43%) RDBMS
4 3 (21.43%) SQL Server
5 2 (14.29%) Apache Hive
5 2 (14.29%) BusinessObjects
5 2 (14.29%) Oracle Database
6 1 (7.14%) Amazon QuickSight
6 1 (7.14%) CouchDB
6 1 (7.14%) Data Mining
6 1 (7.14%) MongoDB
6 1 (7.14%) Power BI
6 1 (7.14%) Yellowfin
General
1 2 (14.29%) Banking
1 2 (14.29%) Finance
1 2 (14.29%) Retail
2 1 (7.14%) Games
Job Titles
1 5 (35.71%) Business Intelligence Consultant
1 5 (35.71%) Consultant
1 5 (35.71%) Data Scientist
2 4 (28.57%) Analyst
2 4 (28.57%) Business Consultant
2 4 (28.57%) Business Intelligence Analyst
3 2 (14.29%) Analytics Consultant
3 2 (14.29%) Data Analytics Consultant
3 2 (14.29%) Data Consultant
4 1 (7.14%) Associate Consultant
4 1 (7.14%) Machine Learning Scientist
4 1 (7.14%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 1 (7.14%) Web Services
Miscellaneous
1 2 (14.29%) Algorithms
1 2 (14.29%) Credit Risk
2 1 (7.14%) Analytical Skills
2 1 (7.14%) Computer Science
2 1 (7.14%) Mobile Games
Processes & Methodologies
1 14 (100.00%) Analytics
2 9 (64.29%) Business Intelligence
3 8 (57.14%) Data Modelling
4 6 (42.86%) ETL
4 6 (42.86%) Visualisation
5 5 (35.71%) Data Visualisation
5 5 (35.71%) Machine Learning
5 5 (35.71%) Predictive Modelling
6 4 (28.57%) Agile Software Development
6 4 (28.57%) Bayesian Methods
6 4 (28.57%) Data Analytics
6 4 (28.57%) Decision Tree
6 4 (28.57%) Kimball Methodology
6 4 (28.57%) Mathematics
6 4 (28.57%) Statistical Analysis
6 4 (28.57%) Statistics
7 3 (21.43%) Deep Learning
7 3 (21.43%) Economics
7 3 (21.43%) Neural Network
8 2 (14.29%) Data Transformation
Programming Languages
1 11 (78.57%) SQL
2 7 (50.00%) Python
3 5 (35.71%) R
4 2 (14.29%) MATLAB
4 2 (14.29%) Scala
5 1 (7.14%) C++
5 1 (7.14%) Shell Script
Qualifications
1 4 (28.57%) PhD
2 2 (14.29%) Degree
Quality Assurance & Compliance
1 4 (28.57%) IFRS
1 4 (28.57%) IFRS 9
2 2 (14.29%) IAS 39
Vendors
1 4 (28.57%) Tableau
2 3 (21.43%) Oracle
3 2 (14.29%) Ab Initio
3 2 (14.29%) Hyperion
3 2 (14.29%) Informatica
4 1 (7.14%) Microsoft
4 1 (7.14%) SAP
Manchester, Lancashire
HAYS INFORMATION TECHNOLOGY
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 6 days ago
Manchester, Lancashire
Modis International
Salary: £30000 - £40000 per annum
Posted: 6 days ago