The following table provides summary statistics for permanent job vacancies advertised in the North West 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 3 months to 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Predictive Analytics
England / North West
Rank 248 - 239
Rank change year-on-year - 0  
Permanent jobs citing Predictive Analytics 9 0 11
As % of all permanent IT jobs advertised in the North West 0.15% - 0.17%
As % of the Processes & Methodologies category 0.16% - 0.19%
Number of salaries quoted 7 0 6
Median salary £37,500 - £40,000
UK excluding London median salary £56,250 £57,500 £47,500
% change year-on-year -2.17% +21.05%  

Predictive Analytics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the North West with a requirement for process and methodology skills.

Process & Methodology Skills
North West
Permanent job vacancies with a requirement for process and methodology skills 5476 4968 5800
As % of all permanent IT job vacancies advertised in the North West 90.30% 87.94% 88.54%
Number of salaries quoted 4544 4141 4667
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25%  
90% offered a salary of more than £30,000 £28,000 £27,500
10% offered a salary of more than £60,000 £57,500 £60,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Predictive Analytics
Job Vacancy Trend in the North West

The job posting trend of jobs advertised in the North West citing Predictive Analytics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Predictive Analytics 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 in the North West.

Salary trend for Predictive Analytics in the North West

Predictive Analytics
Salary Histogram in the North West

The salary distribution of IT jobs citing Predictive Analytics in the North West over the 3 months to 23 March 2017.

Salary histogram for Predictive Analytics 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 23 March 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 - 7 £37,500 - 2
Cheshire - 2 £37,500 -
Predictive Analytics
England

Predictive Analytics
Top 30 Related IT Skills in the North West

For the 6 months to 23 March 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 16 (100.00%) Analytics
2 13 (81.25%) SQL
3 11 (68.75%) Business Intelligence
4 10 (62.50%) Python
5 9 (56.25%) R
6 8 (50.00%) SQL Server Reporting Services
6 8 (50.00%) SQL Server Integration Services
7 7 (43.75%) Data Modelling
7 7 (43.75%) Big Data
8 6 (37.50%) SQL Server Analysis Services
8 6 (37.50%) Visualisation
8 6 (37.50%) Statistical Analysis
9 5 (31.25%) QlikView
9 5 (31.25%) ETL
9 5 (31.25%) Machine Learning
9 5 (31.25%) Data Visualisation
9 5 (31.25%) Tableau
9 5 (31.25%) Predictive Modelling
10 4 (25.00%) Kimball Methodology
10 4 (25.00%) Relational Database
10 4 (25.00%) Bayesian Methods
10 4 (25.00%) Decision Tree
10 4 (25.00%) SAS
10 4 (25.00%) PhD
10 4 (25.00%) Data Warehouse
10 4 (25.00%) Finance
10 4 (25.00%) Mathematics
10 4 (25.00%) Statistics
10 4 (25.00%) Marketing
11 3 (18.75%) Retail

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 4 (25.00%) SAS
2 2 (12.50%) Apache Spark
3 1 (6.25%) Apache
3 1 (6.25%) Apache Pig
Applications
1 3 (18.75%) SPSS
2 1 (6.25%) MS Excel
Business Applications
1 2 (12.50%) Sage 200
Cloud Services
1 2 (12.50%) Google Analytics
1 2 (12.50%) Google Cloud Platform
Database & Business Intelligence
1 8 (50.00%) SQL Server Integration Services
1 8 (50.00%) SQL Server Reporting Services
2 7 (43.75%) Big Data
3 6 (37.50%) SQL Server Analysis Services
4 5 (31.25%) QlikView
5 4 (25.00%) Data Warehouse
5 4 (25.00%) Relational Database
6 3 (18.75%) Hadoop
6 3 (18.75%) NoSQL
6 3 (18.75%) SQL Server
7 2 (12.50%) Apache Hive
7 2 (12.50%) BigQuery
7 2 (12.50%) BusinessObjects
7 2 (12.50%) Power BI
7 2 (12.50%) Qlik Sense
7 2 (12.50%) SQL Server 2012
8 1 (6.25%) Amazon QuickSight
8 1 (6.25%) Oracle Database
8 1 (6.25%) RDBMS
8 1 (6.25%) Yellowfin
General
1 4 (25.00%) Finance
1 4 (25.00%) Marketing
2 3 (18.75%) Retail
3 1 (6.25%) Banking
3 1 (6.25%) Games
Job Titles
1 6 (37.50%) Analyst
2 5 (31.25%) Data Scientist
3 4 (25.00%) Business Intelligence Analyst
4 3 (18.75%) Business Consultant
4 3 (18.75%) Business Intelligence Consultant
4 3 (18.75%) Consultant
5 2 (12.50%) Business Intelligence Developer
5 2 (12.50%) Data Analyst
5 2 (12.50%) Data Insight Analyst
5 2 (12.50%) Developer
5 2 (12.50%) Insight Analyst
5 2 (12.50%) Insight Data Analyst
6 1 (6.25%) Analytics Consultant
6 1 (6.25%) Data Analytics Consultant
6 1 (6.25%) Data Consultant
6 1 (6.25%) Machine Learning Scientist
6 1 (6.25%) Microsoft BI Developer
6 1 (6.25%) Microsoft Developer
6 1 (6.25%) Senior Data Scientist
6 1 (6.25%) SQL BI Developer
Miscellaneous
1 3 (18.75%) Analytical Skills
2 2 (12.50%) Algorithms
2 2 (12.50%) FMCG
3 1 (6.25%) Computer Science
3 1 (6.25%) Credit Risk
3 1 (6.25%) Mobile Games
Processes & Methodologies
1 16 (100.00%) Analytics
2 11 (68.75%) Business Intelligence
3 7 (43.75%) Data Modelling
4 6 (37.50%) Statistical Analysis
4 6 (37.50%) Visualisation
5 5 (31.25%) Data Visualisation
5 5 (31.25%) ETL
5 5 (31.25%) Machine Learning
5 5 (31.25%) Predictive Modelling
6 4 (25.00%) Bayesian Methods
6 4 (25.00%) Decision Tree
6 4 (25.00%) Kimball Methodology
6 4 (25.00%) Mathematics
6 4 (25.00%) Statistics
7 3 (18.75%) Agile Software Development
7 3 (18.75%) Data Analytics
7 3 (18.75%) Deep Learning
7 3 (18.75%) E-Commerce
7 3 (18.75%) Economics
7 3 (18.75%) Neural Network
Programming Languages
1 13 (81.25%) SQL
2 10 (62.50%) Python
3 9 (56.25%) R
4 2 (12.50%) MATLAB
4 2 (12.50%) Scala
5 1 (6.25%) C++
5 1 (6.25%) Shell Script
Qualifications
1 4 (25.00%) PhD
2 2 (12.50%) Degree
Quality Assurance & Compliance
1 3 (18.75%) IFRS
1 3 (18.75%) IFRS 9
2 2 (12.50%) IAS 39
Vendors
1 5 (31.25%) Tableau
2 2 (12.50%) Ab Initio
2 2 (12.50%) Google
2 2 (12.50%) Hyperion
2 2 (12.50%) Informatica
2 2 (12.50%) Sage
3 1 (6.25%) Microsoft
3 1 (6.25%) Oracle
Manchester, Lancashire
ReThink Recruitment
Posted: 2 days ago
Manchester
Hays Specialist Recruitment Ltd
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 10 days ago