The table below looks at the statistics for Predictive Modelling skills in IT jobs advertised for the Manchester region. Included is a guide to the salaries offered in IT jobs that have cited Predictive Modelling over the 3 months to 28 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
28 Feb 2017
Same period 2016 Same period 2015
Predictive Modelling
North West / Manchester
Rank 188 174 194
Rank change year-on-year
-14 +20
Permanent jobs citing Predictive Modelling 11 3 1
As % of all permanent IT jobs located in Manchester 0.29% 0.092% 0.026%
As % of the Processes & Methodologies category 0.32% 0.10% 0.030%
Number of salaries quoted 10 2 1
Median salary £50,000 £55,000 £42,500
Median salary % change year-on-year
-9.09% +29.41%
UK excluding London median salary £45,000 £50,000 £42,500
% change year-on-year
-10.00% +17.64%

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
3490 2973 3372
As % of all permanent IT jobs located in Manchester 91.43% 90.70% 87.15%
Number of salaries quoted 2942 2431 2844
Median salary £45,000 £45,000 £40,000
Median salary % change year-on-year
- +12.50%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £62,500 £57,500 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Predictive Modelling
Jobs Demand Trend in Manchester

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

Predictive Modelling Jobs Demand Trend in Manchester

Predictive Modelling
Salary Trend in Manchester

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

Predictive Modelling Salary Trend in Manchester

Predictive Modelling
Salary Histogram in Manchester

This chart provides a salary histogram for IT jobs citing Predictive Modelling across the Manchester region over the 3 months to 28 February 2017.

Predictive Modelling Salary Histogram in Manchester

Predictive Modelling
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Predictive Modelling within the Manchester region over the 3 months to 28 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
Salford - 1 £30,000 -
Predictive Modelling
North West

Predictive Modelling
Top 30 Related IT Skills in Manchester

For the 6 months to 28 February 2017, IT jobs citing Predictive Modelling 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 Modelling.

1 14 (77.78%) SQL
2 12 (66.67%) PhD
3 11 (61.11%) Python
3 11 (61.11%) R
3 11 (61.11%) Machine Learning
3 11 (61.11%) Decision Tree
4 9 (50.00%) Analytical Skills
4 9 (50.00%) Statistical Analysis
4 9 (50.00%) Statistics
5 8 (44.44%) Data Analysis
5 8 (44.44%) Analytics
6 7 (38.89%) Visualisation
6 7 (38.89%) SAS
7 6 (33.33%) Data Modelling
7 6 (33.33%) Agile Software Development
7 6 (33.33%) Tableau
8 5 (27.78%) Relational Database
8 5 (27.78%) Data Cleansing
8 5 (27.78%) Mathematics
8 5 (27.78%) Validation
8 5 (27.78%) Data Mining
9 4 (22.22%) C++
9 4 (22.22%) Predictive Analytics
9 4 (22.22%) Economics
9 4 (22.22%) Big Data
9 4 (22.22%) Data Visualisation
9 4 (22.22%) NoSQL
10 3 (16.67%) Sentiment Analysis
10 3 (16.67%) Exploratory Data Analysis
10 3 (16.67%) Data Quality

Predictive Modelling
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 7 (38.89%) SAS
2 1 (5.56%) Apache
2 1 (5.56%) Apache Spark
Applications
1 3 (16.67%) SPSS
1 3 (16.67%) Stata
Business Applications
1 1 (5.56%) Eloqua
Database & Business Intelligence
1 5 (27.78%) Data Mining
1 5 (27.78%) Relational Database
2 4 (22.22%) Big Data
2 4 (22.22%) NoSQL
3 2 (11.11%) Hadoop
4 1 (5.56%) Amazon QuickSight
4 1 (5.56%) Apache Hive
4 1 (5.56%) QlikView
4 1 (5.56%) Yellowfin
General
1 1 (5.56%) Games
1 1 (5.56%) Marketing
1 1 (5.56%) Telecoms
Job Titles
1 11 (61.11%) Data Scientist
2 5 (27.78%) Data Modeller
3 3 (16.67%) Junior
3 3 (16.67%) Junior Data Scientist
4 2 (11.11%) Analyst
5 1 (5.56%) CRM Analyst
5 1 (5.56%) Customer Analyst
5 1 (5.56%) Data Analyst
5 1 (5.56%) Data Insight Analyst
5 1 (5.56%) Insight Analyst
5 1 (5.56%) Insight Data Analyst
5 1 (5.56%) IT Analyst
5 1 (5.56%) Machine Learning Scientist
5 1 (5.56%) Salesforce Analyst
5 1 (5.56%) SAS Analyst
5 1 (5.56%) SQL Analyst
Miscellaneous
1 9 (50.00%) Analytical Skills
2 3 (16.67%) Algorithms
2 3 (16.67%) Social Media
3 2 (11.11%) Computer Science
4 1 (5.56%) Mobile Games
Operating Systems
1 2 (11.11%) Linux
1 2 (11.11%) Unix
Processes & Methodologies
1 11 (61.11%) Decision Tree
1 11 (61.11%) Machine Learning
2 9 (50.00%) Statistical Analysis
2 9 (50.00%) Statistics
3 8 (44.44%) Analytics
3 8 (44.44%) Data Analysis
4 7 (38.89%) Visualisation
5 6 (33.33%) Agile Software Development
5 6 (33.33%) Data Modelling
6 5 (27.78%) Data Cleansing
6 5 (27.78%) Mathematics
6 5 (27.78%) Validation
7 4 (22.22%) Data Visualisation
7 4 (22.22%) Economics
7 4 (22.22%) Predictive Analytics
8 3 (16.67%) Bayesian Methods
8 3 (16.67%) Deep Learning
8 3 (16.67%) Logistic Regression
8 3 (16.67%) Neural Network
8 3 (16.67%) Numerical Analysis
Programming Languages
1 14 (77.78%) SQL
2 11 (61.11%) Python
2 11 (61.11%) R
3 4 (22.22%) C++
4 3 (16.67%) Scala
5 2 (11.11%) C#
5 2 (11.11%) Java
5 2 (11.11%) MATLAB
6 1 (5.56%) C
Qualifications
1 12 (66.67%) PhD
2 1 (5.56%) Degree
Quality Assurance & Compliance
1 3 (16.67%) Data Quality
Vendors
1 6 (33.33%) Tableau
2 1 (5.56%) Salesforce.com