Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Leeds with a requirement for Statistical Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Statistical Modelling over the 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Statistical Modelling
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 203 212 269
Rank change year-on-year +9 +57 +11
Permanent jobs citing Statistical Modelling 24 20 5
As % of all permanent IT jobs advertised in Leeds 0.48% 0.37% 0.072%
As % of the Processes & Methodologies category 0.52% 0.41% 0.078%
Number of salaries quoted 23 20 2
Leeds median annual salary £42,500 £26,000 £38,750
Median salary % change year-on-year +63.46% -32.90% +3.33%
10th Percentile £28,750 £26,000 £36,375
90th Percentile £76,250 £49,125 £42,125
West Yorkshire median annual salary £42,500 £30,000 £37,500
% change year-on-year +41.67% -20.00% +3.45%

Statistical 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 Leeds with a requirement for process or methodology skills.

All Process and Methodology Skills
Leeds
Permanent vacancies with a requirement for process or methodology skills 4596 4891 6374
As % of all permanent IT jobs advertised in Leeds 92.25% 90.61% 91.96%
Number of salaries quoted 3862 4186 5074
Leeds median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £27,500 £26,250 £27,000
90th Percentile £63,250 £62,500 £61,000
West Yorkshire median annual salary £42,500 £42,500 £42,000
% change year-on-year - +1.19% +5.00%

Statistical Modelling
Job Vacancy Trend in Leeds

Job postings citing Statistical Modelling as a percentage of all IT jobs advertised in Leeds.

Job vacancy trend for Statistical Modelling in Leeds

Statistical Modelling
Salary Trend in Leeds

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Statistical Modelling in Leeds.

Salary trend for Statistical Modelling in Leeds

Statistical Modelling
Salary Histogram in Leeds

The salary distribution of IT jobs citing Statistical Modelling in Leeds over the 6 months to 21 November 2017.

Salary histogram for Statistical Modelling in Leeds

For the 6 months to 21 November 2017, IT jobs citing Statistical 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 Leeds region with a requirement for Statistical Modelling.

1 18 (75.00%) Analytics
1 18 (75.00%) Analytical Skills
2 17 (70.83%) Data Mining
3 13 (54.17%) Data Modelling
3 13 (54.17%) Data Analytics
4 12 (50.00%) Business Intelligence
4 12 (50.00%) Microsoft
4 12 (50.00%) Microsoft Excel
5 11 (45.83%) SQL
6 9 (37.50%) VB
6 9 (37.50%) BusinessObjects
6 9 (37.50%) Marketing
6 9 (37.50%) Predictive Modelling
7 8 (33.33%) Machine Learning
8 7 (29.17%) Data Management
9 6 (25.00%) SAS
10 5 (20.83%) Data Visualisation
10 5 (20.83%) Visualisation
10 5 (20.83%) Statistics
10 5 (20.83%) Data Analysis
10 5 (20.83%) Decision Tree
11 4 (16.67%) Linear Regression
11 4 (16.67%) Stakeholder Management
11 4 (16.67%) Logistic Regression
12 3 (12.50%) SQL Server Reporting Services
12 3 (12.50%) ETL
12 3 (12.50%) Change Management
12 3 (12.50%) Disaster Recovery
12 3 (12.50%) Microsoft Certification
12 3 (12.50%) Data Warehouse

Statistical Modelling
Co-occurring IT Skills in Leeds 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 6 (25.00%) SAS
2 1 (4.17%) Apache Spark
Applications
1 12 (50.00%) Microsoft Excel
2 2 (8.33%) SPSS
Cloud Services
1 1 (4.17%) Amazon AWS
1 1 (4.17%) GitHub
Database & Business Intelligence
1 17 (70.83%) Data Mining
2 9 (37.50%) BusinessObjects
3 3 (12.50%) Crystal Reports
3 3 (12.50%) Data Warehouse
3 3 (12.50%) Power BI
3 3 (12.50%) SQL Server
3 3 (12.50%) SQL Server 2012
3 3 (12.50%) SQL Server 2014
3 3 (12.50%) SQL Server 2016
3 3 (12.50%) SQL Server Analysis Services
3 3 (12.50%) SQL Server Integration Services
3 3 (12.50%) SQL Server Reporting Services
4 1 (4.17%) Amazon Redshift
4 1 (4.17%) Apache Cassandra
4 1 (4.17%) Apache Hive
4 1 (4.17%) Big Data
4 1 (4.17%) Hadoop
4 1 (4.17%) Presto
4 1 (4.17%) Relational Database
Development Applications
1 3 (12.50%) Team Foundation Server
General
1 9 (37.50%) Marketing
2 2 (8.33%) Finance
2 2 (8.33%) Retail
Job Titles
1 10 (41.67%) Analyst
2 7 (29.17%) Developer
3 6 (25.00%) Report Analyst
4 4 (16.67%) Data Scientist
4 4 (16.67%) SAS Analyst
4 4 (16.67%) SQL Analyst
4 4 (16.67%) SQL Reporting Analyst
5 3 (12.50%) Business Intelligence Analyst
5 3 (12.50%) Statistical Modeller
6 2 (8.33%) Excel Analyst
6 2 (8.33%) Senior Analyst
6 2 (8.33%) Senior Data Scientist
6 2 (8.33%) Senior Reporting Analyst
6 2 (8.33%) Senior Statistician
6 2 (8.33%) Statistician
7 1 (4.17%) Data Analyst
7 1 (4.17%) Data Engineer
7 1 (4.17%) Data Modeller
7 1 (4.17%) Machine Learning Scientist
7 1 (4.17%) Principal Engineer
Libraries, Frameworks & Software Standards
1 1 (4.17%) Kafka
Miscellaneous
1 18 (75.00%) Analytical Skills
2 3 (12.50%) Algorithms
3 2 (8.33%) Computer Science
Processes & Methodologies
1 18 (75.00%) Analytics
2 13 (54.17%) Data Analytics
2 13 (54.17%) Data Modelling
3 12 (50.00%) Business Intelligence
4 9 (37.50%) Predictive Modelling
5 8 (33.33%) Machine Learning
6 7 (29.17%) Data Management
7 5 (20.83%) Data Analysis
7 5 (20.83%) Data Visualisation
7 5 (20.83%) Decision Tree
7 5 (20.83%) Statistics
7 5 (20.83%) Visualisation
8 4 (16.67%) Linear Regression
8 4 (16.67%) Logistic Regression
8 4 (16.67%) Stakeholder Management
9 3 (12.50%) Change Management
9 3 (12.50%) Disaster Recovery
9 3 (12.50%) ERP
9 3 (12.50%) ETL
9 3 (12.50%) Mathematics
Programming Languages
1 11 (45.83%) SQL
2 9 (37.50%) VB
3 3 (12.50%) Python
3 3 (12.50%) R
3 3 (12.50%) T-SQL
3 3 (12.50%) VBA
4 1 (4.17%) C++
Qualifications
1 3 (12.50%) MCP
1 3 (12.50%) MCSA
1 3 (12.50%) Microsoft Certification
2 2 (8.33%) PhD
3 1 (4.17%) Degree
Vendors
1 12 (50.00%) Microsoft
2 3 (12.50%) Capita
2 3 (12.50%) RedGate
2 3 (12.50%) Tableau
3 1 (4.17%) Google
3 1 (4.17%) Twitter