Period
to 22 January 2018

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 22 January 2018 with a comparison to the same period in the previous 2 years.

Predictive Modelling
North West > Manchester
6 months to
22 Jan 2018
Same period 2017 Same period 2016
Rank 273 275 270
Rank change year-on-year +2 -5 +7
Permanent jobs citing Predictive Modelling 11 15 5
As % of all permanent IT jobs advertised in Manchester 0.15% 0.20% 0.071%
As % of the Processes & Methodologies category 0.16% 0.22% 0.078%
Number of salaries quoted 10 11 3
Manchester median annual salary £60,000 £50,000 £45,000
Median salary % change year-on-year +20.00% +11.11% -21.74%
10th Percentile £36,325 £32,500 £38,250
90th Percentile £68,750 £61,250 £64,500
North West median annual salary £60,000 £50,000 £43,750
% change year-on-year +20.00% +14.29% +92.31%

Predictive Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Manchester with a requirement for process or methodology skills.

All Process and Methodology Skills
Manchester
Permanent vacancies with a requirement for process or methodology skills 6,814 6,733 6,396
As % of all permanent IT jobs advertised in Manchester 91.85% 91.79% 90.90%
Number of salaries quoted 5,607 5,812 5,270
Manchester median annual salary £45,000 £42,500 £40,500
Median salary % change year-on-year +5.88% +4.94% +6.58%
10th Percentile £27,500 £26,250 £25,000
90th Percentile £67,500 £63,750 £61,250
North West median annual salary £45,000 £40,000 £40,000
% change year-on-year +12.50% - -

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 22 January 2018.

Salary histogram for Predictive Modelling in Manchester

For the 6 months to 22 January 2018, 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 8 (72.73%) SAS
2 6 (54.55%) Python
2 6 (54.55%) Mathematics
2 6 (54.55%) R
2 6 (54.55%) Machine Learning
2 6 (54.55%) Analytical Skills
2 6 (54.55%) Quantitative Research
3 5 (45.45%) Finance
4 4 (36.36%) SAS Certification
4 4 (36.36%) Computer Science
4 4 (36.36%) Stakeholder Management
4 4 (36.36%) Statistical Analysis
4 4 (36.36%) Creative Thinking
4 4 (36.36%) Statistical Modelling
5 3 (27.27%) Analytics
5 3 (27.27%) Degree
5 3 (27.27%) SQL
5 3 (27.27%) Statistics
6 2 (18.18%) Agile Software Development
6 2 (18.18%) Econometrics
6 2 (18.18%) NoSQL
6 2 (18.18%) Data Munging
6 2 (18.18%) Collaborative Working
6 2 (18.18%) Master's Degree
6 2 (18.18%) Numerate Degree
6 2 (18.18%) Decision Tree
6 2 (18.18%) Scorecard
7 1 (9.09%) Random Forest
7 1 (9.09%) Regulatory Compliance
7 1 (9.09%) People Management

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 8 (72.73%) SAS
2 1 (9.09%) Apache Spark
Applications
1 1 (9.09%) SPSS
Cloud Services
1 1 (9.09%) Cortana Intelligence Suite
Database & Business Intelligence
1 2 (18.18%) NoSQL
2 1 (9.09%) Big Data
2 1 (9.09%) Relational Database
General
1 5 (45.45%) Finance
2 1 (9.09%) Legal
Job Titles
1 5 (45.45%) Analyst
2 4 (36.36%) Data Scientist
2 4 (36.36%) Senior Analyst
3 2 (18.18%) Senior Data Scientist
4 1 (9.09%) Analytics Manager
4 1 (9.09%) Customer Analyst
4 1 (9.09%) Customer Insight Analyst
4 1 (9.09%) Data Modeller
4 1 (9.09%) Implementation Manager
4 1 (9.09%) Insight Analyst
4 1 (9.09%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 1 (9.09%) Drools
Miscellaneous
1 6 (54.55%) Analytical Skills
2 4 (36.36%) Computer Science
Processes & Methodologies
1 6 (54.55%) Machine Learning
1 6 (54.55%) Mathematics
1 6 (54.55%) Quantitative Research
2 4 (36.36%) Creative Thinking
2 4 (36.36%) Stakeholder Management
2 4 (36.36%) Statistical Analysis
2 4 (36.36%) Statistical Modelling
3 3 (27.27%) Analytics
3 3 (27.27%) Statistics
4 2 (18.18%) Agile Software Development
4 2 (18.18%) Collaborative Working
4 2 (18.18%) Data Munging
4 2 (18.18%) Decision Tree
4 2 (18.18%) Econometrics
4 2 (18.18%) Scorecard
5 1 (9.09%) Bayesian Methods
5 1 (9.09%) Mentoring
5 1 (9.09%) People Management
5 1 (9.09%) Random Forest
5 1 (9.09%) Regulatory Compliance
Programming Languages
1 6 (54.55%) Python
1 6 (54.55%) R
2 3 (27.27%) SQL
3 1 (9.09%) C++
3 1 (9.09%) Java
3 1 (9.09%) MATLAB
Qualifications
1 4 (36.36%) SAS Certification
2 3 (27.27%) Degree
3 2 (18.18%) Master's Degree
3 2 (18.18%) Numerate Degree
4 1 (9.09%) PhD
System Software
1 1 (9.09%) Docker
Systems Management
1 1 (9.09%) EMC NetWorker
Vendors
1 1 (9.09%) IBM
1 1 (9.09%) Microsoft