Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for Econometrics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Econometrics over the 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Econometrics
England > North West
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 358 360 366
Rank change year-on-year +2 +6 +4
Permanent jobs citing Econometrics 8 3 1
As % of all permanent IT jobs advertised in the North West 0.061% 0.024% 0.008%
As % of the Processes & Methodologies category 0.068% 0.027% 0.009%
Number of salaries quoted 8 7 1
North West median annual salary £60,000 £30,000 £72,500
Median salary % change year-on-year +100.00% -58.62% -
10th Percentile £45,000 £27,500 £71,250
90th Percentile £87,500 £42,000 £73,750
England median annual salary £57,500 £45,000 £55,000
% change year-on-year +27.78% -18.18% -

Econometrics 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 the North West with a requirement for process or methodology skills.

All Process and Methodology Skills
North West
Permanent vacancies with a requirement for process or methodology skills 11786 11102 11645
As % of all permanent IT jobs advertised in the North West 89.83% 89.71% 89.46%
Number of salaries quoted 9369 9260 9630
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +1.27%
10th Percentile £26,250 £26,250 £24,750
90th Percentile £65,000 £62,500 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Econometrics
Job Vacancy Trend in the North West

Job postings citing Econometrics as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for Econometrics in the North West

Econometrics
Salary Trend in the North West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Econometrics in the North West.

Salary trend for Econometrics in the North West

Econometrics
Salary Histogram in the North West

The salary distribution of IT jobs citing Econometrics in the North West over the 6 months to 19 November 2017.

Salary histogram for Econometrics in the North West

Econometrics
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 Econometrics within the North West region over the 6 months to 19 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester -16 8 £60,000 +100.00%
Econometrics
England

For the 6 months to 19 November 2017, IT jobs citing Econometrics 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 Econometrics.

1 7 (87.50%) Statistics
1 7 (87.50%) Degree
1 7 (87.50%) Mathematics
1 7 (87.50%) Master's Degree
2 6 (75.00%) Analytics
2 6 (75.00%) Statistical Analysis
2 6 (75.00%) SQL
3 5 (62.50%) Python
3 5 (62.50%) PhD
3 5 (62.50%) Operations Research
3 5 (62.50%) Computer Science
3 5 (62.50%) R
4 4 (50.00%) Applied Mathematics
4 4 (50.00%) Microsoft PowerPoint
4 4 (50.00%) Economics
4 4 (50.00%) Microsoft
4 4 (50.00%) Microsoft Excel
4 4 (50.00%) C#
4 4 (50.00%) C++
4 4 (50.00%) SQL Server
4 4 (50.00%) Microsoft Office
4 4 (50.00%) SQL Server Management Studio (SSMS)
4 4 (50.00%) Mathematical Modelling
4 4 (50.00%) Bayesian Methods
4 4 (50.00%) Time Series Analysis
4 4 (50.00%) Price Optimisation
4 4 (50.00%) Pricing Strategy
5 3 (37.50%) SAS
6 2 (25.00%) Predictive Modelling
6 2 (25.00%) Social Media

Econometrics
Co-occurring 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 3 (37.50%) SAS
2 1 (12.50%) Apache Spark
Applications
1 4 (50.00%) Microsoft Excel
1 4 (50.00%) Microsoft Office
1 4 (50.00%) Microsoft PowerPoint
Cloud Services
1 1 (12.50%) Google Analytics
Database & Business Intelligence
1 4 (50.00%) SQL Server
2 1 (12.50%) Data Mining
2 1 (12.50%) Hadoop
2 1 (12.50%) QlikView
Development Applications
1 4 (50.00%) SQL Server Management Studio (SSMS)
General
1 1 (12.50%) Finance
1 1 (12.50%) Marketing
Job Titles
1 4 (50.00%) Research Scientist
2 3 (37.50%) Data Scientist
3 2 (25.00%) Senior Data Scientist
4 1 (12.50%) Analyst
4 1 (12.50%) Insight Analyst
Libraries, Frameworks & Software Standards
1 1 (12.50%) Natural Language Processing
Miscellaneous
1 5 (62.50%) Computer Science
2 2 (25.00%) Social Media
3 1 (12.50%) Algorithms
3 1 (12.50%) Data Structures
3 1 (12.50%) Linux Command Line
Operating Systems
1 1 (12.50%) Linux
Processes & Methodologies
1 7 (87.50%) Mathematics
1 7 (87.50%) Statistics
2 6 (75.00%) Analytics
2 6 (75.00%) Statistical Analysis
3 5 (62.50%) Operations Research
4 4 (50.00%) Applied Mathematics
4 4 (50.00%) Bayesian Methods
4 4 (50.00%) Economics
4 4 (50.00%) Mathematical Modelling
4 4 (50.00%) Price Optimisation
4 4 (50.00%) Pricing Strategy
4 4 (50.00%) Time Series Analysis
5 2 (25.00%) Collaborative Working
5 2 (25.00%) Data Munging
5 2 (25.00%) Predictive Modelling
5 2 (25.00%) Quantitative Research
6 1 (12.50%) Data Analysis
6 1 (12.50%) E-Commerce
6 1 (12.50%) Risk Management
6 1 (12.50%) Visualisation
Programming Languages
1 6 (75.00%) SQL
2 5 (62.50%) Python
2 5 (62.50%) R
3 4 (50.00%) C#
3 4 (50.00%) C++
4 1 (12.50%) Java
4 1 (12.50%) MATLAB
4 1 (12.50%) Ruby
4 1 (12.50%) Scala
Qualifications
1 7 (87.50%) Degree
1 7 (87.50%) Master's Degree
2 5 (62.50%) PhD
3 2 (25.00%) Numerate Degree
Quality Assurance & Compliance
1 1 (12.50%) Actionable Recommendations
Vendors
1 4 (50.00%) Microsoft
2 1 (12.50%) Google
2 1 (12.50%) Hitwise
2 1 (12.50%) Tableau