Period
to 28 July 2017

The following table provides summary statistics for permanent job vacancies advertised in Manchester with a requirement for Predictive Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Predictive Modelling over the 6 months to 28 July 2017 with a comparison to the same period in the previous 2 years.

Predictive Modelling
North West > Manchester
6 months to
28 Jul 2017
Same period 2016 Same period 2015
Rank 285 259 276
Rank change year-on-year -26 +17 -
Permanent jobs citing Predictive Modelling 16 2 1
As % of all permanent IT jobs advertised in Manchester 0.19% 0.028% 0.014%
As % of the Processes & Methodologies category 0.21% 0.031% 0.015%
Number of salaries quoted 15 2 1
Manchester median annual salary £42,500 £40,000 £35,000
Median salary % change year-on-year +6.25% +14.29% -
10th Percentile £29,375 £37,500 £32,500
90th Percentile £73,250 £42,500 £37,500
North West median annual salary £42,500 £37,500 £35,000
% change year-on-year +13.33% +7.14% -

Predictive Modelling 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 Manchester with a requirement for process and methodology skills.

Process & Methodology Skills
Manchester
Permanent job vacancies with a requirement for process and methodology skills 7508 6373 6482
As % of all permanent IT job vacancies advertised in Manchester 91.15% 90.07% 89.83%
Number of salaries quoted 6288 5375 5325
Manchester median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% +6.67%
10th Percentile £26,250 £26,250 £24,500
90th Percentile £65,000 £65,000 £60,000
North West median annual salary £41,500 £40,000 £40,000
% change year-on-year +3.75% - +6.67%

Predictive Modelling
Job Vacancy Trend in Manchester

Job postings citing Predictive Modelling as a percentage of all IT jobs advertised in Manchester.

Job vacancy trend for Predictive Modelling 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 in Manchester.

Salary trend for Predictive Modelling in Manchester

Predictive Modelling
Salary Histogram in Manchester

The salary distribution of IT jobs citing Predictive Modelling in Manchester over the 6 months to 28 July 2017.

Salary histogram for Predictive Modelling in Manchester

For the 6 months to 28 July 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 9 (56.25%) SQL
1 9 (56.25%) SAS
1 9 (56.25%) R
1 9 (56.25%) Analytics
1 9 (56.25%) Analytical Skills
2 7 (43.75%) Machine Learning
2 7 (43.75%) Python
2 7 (43.75%) Statistical Analysis
3 6 (37.50%) Data Mining
3 6 (37.50%) PhD
3 6 (37.50%) Decision Tree
4 5 (31.25%) Data Analytics
4 5 (31.25%) SPSS
4 5 (31.25%) Stakeholder Management
5 4 (25.00%) Business Intelligence
5 4 (25.00%) Data Warehouse
5 4 (25.00%) Data Modelling
5 4 (25.00%) Statistical Modelling
5 4 (25.00%) Algorithms
6 3 (18.75%) Relational Database
6 3 (18.75%) Apache Spark
6 3 (18.75%) Actionable Insight
6 3 (18.75%) Hadoop
6 3 (18.75%) SQL Server Analysis Services
6 3 (18.75%) Data Cleansing
6 3 (18.75%) Business Development
6 3 (18.75%) Mathematics
6 3 (18.75%) Finance
6 3 (18.75%) Big Data
6 3 (18.75%) Tableau

Predictive Modelling
Co-occurring 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 9 (56.25%) SAS
2 3 (18.75%) Apache Spark
Applications
1 5 (31.25%) SPSS
2 1 (6.25%) Microsoft Excel
2 1 (6.25%) Microsoft Office
2 1 (6.25%) Microsoft PowerPoint
Business Applications
1 1 (6.25%) SAP InfiniteInsight
Cloud Services
1 1 (6.25%) Cortana Intelligence Suite
Database & Business Intelligence
1 6 (37.50%) Data Mining
2 4 (25.00%) Data Warehouse
3 3 (18.75%) Big Data
3 3 (18.75%) Hadoop
3 3 (18.75%) Relational Database
3 3 (18.75%) SQL Server Analysis Services
4 2 (12.50%) NoSQL
5 1 (6.25%) Power BI
5 1 (6.25%) SAS EBI
5 1 (6.25%) SAS Enterprise Miner
5 1 (6.25%) SQL Server Integration Services
5 1 (6.25%) SQL Server Reporting Services
General
1 3 (18.75%) Finance
2 2 (12.50%) Marketing
3 1 (6.25%) Retail
Job Titles
1 6 (37.50%) Data Scientist
2 5 (31.25%) Analyst
2 5 (31.25%) Machine Learning Scientist
3 4 (25.00%) Insight Analyst
4 3 (18.75%) Data Modeller
5 1 (6.25%) Customer Analyst
5 1 (6.25%) Customer Insight Analyst
5 1 (6.25%) Data Manager
5 1 (6.25%) Developer
Miscellaneous
1 9 (56.25%) Analytical Skills
2 4 (25.00%) Algorithms
Processes & Methodologies
1 9 (56.25%) Analytics
2 7 (43.75%) Machine Learning
2 7 (43.75%) Statistical Analysis
3 6 (37.50%) Decision Tree
4 5 (31.25%) Data Analytics
4 5 (31.25%) Stakeholder Management
5 4 (25.00%) Business Intelligence
5 4 (25.00%) Data Modelling
5 4 (25.00%) Statistical Modelling
6 3 (18.75%) Actionable Insight
6 3 (18.75%) Business Development
6 3 (18.75%) Data Analysis
6 3 (18.75%) Data Cleansing
6 3 (18.75%) Mathematics
7 2 (12.50%) Economics
7 2 (12.50%) Neural Network
7 2 (12.50%) Operations Research
7 2 (12.50%) Predictive Analytics
7 2 (12.50%) Process Management
7 2 (12.50%) Statistics
Programming Languages
1 9 (56.25%) R
1 9 (56.25%) SQL
2 7 (43.75%) Python
3 3 (18.75%) C++
4 2 (12.50%) MATLAB
5 1 (6.25%) C
Qualifications
1 6 (37.50%) PhD
2 1 (6.25%) Degree
Vendors
1 3 (18.75%) Tableau
2 1 (6.25%) IBM
2 1 (6.25%) Microsoft
Manchester
Hays Specialist Recruitment Ltd
Salary: £35000.00 - £44000.00 per annum + Additional Benefits
Posted: 22 days ago