The table below looks at the statistics for Predictive Analytics skills in IT jobs advertised for the Manchester region. Included is a guide to the salaries offered in IT jobs that have cited Predictive Analytics over the 3 months to 18 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
18 Jan 2017
Same period 2016 Same period 2015
Predictive Analytics
North West / Manchester
Rank 194 168 188
Rank change year-on-year
-26 +20
Permanent jobs citing Predictive Analytics 3 1 1
As % of all permanent IT jobs located in Manchester 0.082% 0.031% 0.026%
As % of the Processes & Methodologies category 0.090% 0.035% 0.030%
Number of salaries quoted 2 1 1
Median salary £57,500 £30,000 £50,000
Median salary % change year-on-year
+91.66% -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 Manchester region.

Processes & Methodologies Category
Manchester
Permanent IT job ads with a match in the
Processes & Methodologies category
3317 2866 3293
As % of all permanent IT jobs located in Manchester 90.46% 89.98% 85.96%
Number of salaries quoted 2867 2357 2830
Median salary £45,000 £42,500 £40,000
Median salary % change year-on-year
+5.88% +6.25%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £60,000 £60,000 £60,525
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Predictive Analytics
Jobs Demand Trend in Manchester

The demand trend of job ads across the Manchester 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 Manchester

Predictive Analytics
Salary Trend in Manchester

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

Predictive Analytics Salary Trend in Manchester

Predictive Analytics
Top 30 Related IT Skills in Manchester

For the 6 months to 18 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 Manchester region with a requirement for Predictive Analytics.

1 10 (100.00%) Analytics
2 8 (80.00%) SQL
3 7 (70.00%) Python
3 7 (70.00%) Business Intelligence
3 7 (70.00%) Relational Database
4 6 (60.00%) Big Data
4 6 (60.00%) Data Analytics
4 6 (60.00%) Data Modelling
4 6 (60.00%) SAS
5 5 (50.00%) Oracle
5 5 (50.00%) SQL Server
5 5 (50.00%) RDBMS
5 5 (50.00%) Hadoop
5 5 (50.00%) Visualisation
6 4 (40.00%) Data Visualisation
6 4 (40.00%) Tableau
6 4 (40.00%) Business Development
6 4 (40.00%) Credit Risk
6 4 (40.00%) Business Analytics
6 4 (40.00%) Oracle Database
6 4 (40.00%) ETL
6 4 (40.00%) SPSS
6 4 (40.00%) Banking
6 4 (40.00%) Retail
7 3 (30.00%) Agile Software Development
7 3 (30.00%) QlikView
7 3 (30.00%) Machine Learning
7 3 (30.00%) R
7 3 (30.00%) Predictive Modelling
8 2 (20.00%) NoSQL

Predictive Analytics
Top Related IT Skills in Manchester 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%) SAS
2 1 (10.00%) Apache
2 1 (10.00%) Apache Spark
Applications
1 4 (40.00%) SPSS
Cloud Services
1 1 (10.00%) Amazon AWS
1 1 (10.00%) Cloud Computing
1 1 (10.00%) Microsoft Azure
Database & Business Intelligence
1 7 (70.00%) Relational Database
2 6 (60.00%) Big Data
3 5 (50.00%) Hadoop
3 5 (50.00%) RDBMS
3 5 (50.00%) SQL Server
4 4 (40.00%) Oracle Database
5 3 (30.00%) QlikView
6 2 (20.00%) BusinessObjects
6 2 (20.00%) NoSQL
6 2 (20.00%) SQL Server Integration Services
6 2 (20.00%) SQL Server Reporting Services
7 1 (10.00%) Amazon QuickSight
7 1 (10.00%) Apache Hive
7 1 (10.00%) CouchDB
7 1 (10.00%) MongoDB
7 1 (10.00%) Power BI
General
1 4 (40.00%) Banking
1 4 (40.00%) Retail
2 2 (20.00%) Finance
3 1 (10.00%) Games
Job Titles
1 7 (70.00%) Business Intelligence Consultant
1 7 (70.00%) Consultant
2 6 (60.00%) Business Consultant
3 4 (40.00%) Analytics Consultant
3 4 (40.00%) Data Analytics Consultant
3 4 (40.00%) Data Consultant
4 3 (30.00%) Data Scientist
5 1 (10.00%) Associate Consultant
Libraries, Frameworks & Software Standards
1 1 (10.00%) Web Services
Miscellaneous
1 5 (50.00%) Visualisation
2 4 (40.00%) Credit Risk
3 2 (20.00%) Algorithms
3 2 (20.00%) Economics
3 2 (20.00%) Mathematics
3 2 (20.00%) Neural Network
3 2 (20.00%) Statistics
4 1 (10.00%) Analytical Skills
4 1 (10.00%) Mobile Games
Processes & Methodologies
1 10 (100.00%) Analytics
2 7 (70.00%) Business Intelligence
3 6 (60.00%) Data Analytics
3 6 (60.00%) Data Modelling
4 4 (40.00%) Business Analytics
4 4 (40.00%) Business Development
4 4 (40.00%) Data Visualisation
4 4 (40.00%) ETL
5 3 (30.00%) Agile Software Development
5 3 (30.00%) Machine Learning
5 3 (30.00%) Predictive Modelling
6 2 (20.00%) Bayesian Methods
6 2 (20.00%) Data Analysis
6 2 (20.00%) Data Transformation
6 2 (20.00%) Deep Learning
6 2 (20.00%) Statistical Analysis
7 1 (10.00%) E-Commerce
7 1 (10.00%) Project Management
Programming Languages
1 8 (80.00%) SQL
2 7 (70.00%) Python
3 3 (30.00%) R
4 2 (20.00%) Scala
Qualifications
1 2 (20.00%) Degree
1 2 (20.00%) PhD
Quality Assurance & Compliance
1 2 (20.00%) IAS 39
Vendors
1 5 (50.00%) Oracle
2 4 (40.00%) Tableau
3 2 (20.00%) Ab Initio
3 2 (20.00%) Hyperion
3 2 (20.00%) Informatica
4 1 (10.00%) Microsoft
4 1 (10.00%) SAP